Descriptif_Mucautomed_V1 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/LEMAGNER_Sophie/Descriptif_Mucautomed_V1.csv", stringsAsFactors=TRUE)Automed<-Descriptif_Mucautomed_V1
Automed$PAC<-as.factor(Automed$PAC)
Automed$SaitCiter<-as.factor(Automed$SaitCiter)
Automed$MdtsAutomed<-as.factor(Automed$MdtsAutomed)
Automed$Antalgique<-as.factor(Automed$Antalgique)
Automed$antiinflammatoire..VO.ou.cutanée.<-as.factor(Automed$antiinflammatoire..VO.ou.cutanée.)
Automed$antispasmodique<-as.factor(Automed$antispasmodique)
Automed$ttt.meteorisme<-as.factor(Automed$ttt.meteorisme)
Automed$Laxatif<-as.factor(Automed$Laxatif)
Automed$Antidiarrhéique<-as.factor(Automed$Antidiarrhéique)
Automed$antiacide<-as.factor(Automed$antiacide)
Automed$antiémétique<-as.factor(Automed$antiémétique)
Automed$spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..<-as.factor(Automed$spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..)
Automed$expectorant.fluidifiant.bronchique<-as.factor(Automed$expectorant.fluidifiant.bronchique)
Automed$bronchodilatateur<-as.factor(Automed$bronchodilatateur)
Automed$corticoide.cutané<-as.factor(Automed$corticoide.cutané)
Automed$Antiinfectieux<-as.factor(Automed$Antiinfectieux)
Automed$Antiseptiques<-as.factor(Automed$Antiseptiques)
Automed$antiallergique..antiH1..<-as.factor(Automed$antiallergique..antiH1..)
Automed$anxiolytique..benzodiazepine.<-as.factor(Automed$anxiolytique..benzodiazepine.)
Automed$sedatifs.hypno<-as.factor(Automed$sedatifs.hypno)
Automed$antihemorragique<-as.factor(Automed$antihemorragique)
Automed$topique.acne<-as.factor(Automed$topique.acne)
Automed$element.mineral.vitamines..Zinc..Mg..<-as.factor(Automed$element.mineral.vitamines..Zinc..Mg..)
Automed$homéopathie<-as.factor(Automed$homéopathie)
Automed$Grossesse<-as.factor(Automed$Grossesse) Les variables quantitative sont decrites en : moyenne/mediane/variance/ecartype/nombre total de données valides) les variables qualitatives sont decrites en frequence et pourcentage Les données notée NA sont les données vides ou données manquantes
describe(Automed)## Description of Automed##
## Numeric
## mean median var sd valid.n
## Age.à.l.inclusion..année. 24.65 23.07 197.94 14.07 171
## TrimGro 1.50 1.00 1.00 1.00 4
## Taille..m. 1.57 1.62 0.03 0.18 170
## Poids..kg. 51.06 54.00 293.81 17.14 170
## IMC 19.99 19.81 13.63 3.69 170
## AnneeDgn 2003.65 2007.00 126.20 11.23 129
## VEMS.... 88.32 91.50 512.54 22.64 156
## VEMS..mL.s. 2487.41 2480.00 993151.29 996.57 155
## Zscore 0.09 -0.09 1.20 1.10 69
## NbAutomed 1.29 1.00 2.45 1.57 133
##
## Factor
##
## centre Adulte Péditrie
## Count 98.00 73.00
## Percent 57.31 42.69
## Mode Adulte
##
## Rempli_Parent <NA> Oui Non
## Count 98.00 71.00 2.00
## Percent 57.31 41.52 1.17
## Mode NA
##
## Genre M F
## Count 89.00 82.00
## Percent 52.05 47.95
## Mode M
##
## Grossesse <NA> 0 1
## Count 129.00 38.00 4.00
## Percent 75.44 22.22 2.34
## Mode NA
##
## Transplant Non Oui
## Count 166.00 5.00
## Percent 97.08 2.92
## Mode Non
##
## OrganeTranspl poumons poumon, foie, rein poumon, rein
## Count 166.00 2.00 1.00 1.00
## Percent 97.08 1.17 0.58 0.58
##
## OrganeTranspl poumons (bipulmonaire)
## Count 1.00
## Percent 0.58
## Mode
##
## Diabete non insulino-requerant non insulino-requerant
## Count 118.00 28.00 17.00 8.00
## Percent 69.01 16.37 9.94 4.68
## Mode non
##
## PAC 0 <NA> 1
## Count 135.00 23.00 13.0
## Percent 78.95 13.45 7.6
## Mode 0
##
## NivEtude1 > bac brevet-CAP-BEP bac aucun ou < CEP NR
## Count 97.00 31.00 21.00 11.00 6.00 5.00
## Percent 56.73 18.13 12.28 6.43 3.51 2.92
## Mode > bac
##
## NivEtude2 > bac bac
## Count 164.00 5.00 2.00
## Percent 95.91 2.92 1.17
## Mode
##
## Colonisation_1 S aureus méti S Pseudomonas aeruginosa flore banale
## Count 64.00 57.00 27.00 11.00
## Percent 37.43 33.33 15.79 6.43
##
## Colonisation_1 Achromobacter ssp S maltophilia Autre bactérie
## Count 3.00 3.00 2.00
## Percent 1.75 1.75 1.17
##
## Colonisation_1 Haemophilus influenzae B.multivorans NR
## Count 2.00 1.00 1.00
## Percent 1.17 0.58 0.58
## Mode S aureus méti S
##
## pyo.Resistant.ou.sensible <NA> donnee manquante S R S et R
## Count 103.00 36.00 14.00 12.00 3.00 3.00
## Percent 60.23 21.05 8.19 7.02 1.75 1.75
## Mode NA
##
## Colonisation_2 S aureus méti S Haemophilus influenzae
## Count 127.00 20.0 8.00
## Percent 74.27 11.7 4.68
##
## Colonisation_2 S aureus méti R S maltophilia Serratia marcescens
## Count 5.00 3.00 3.00
## Percent 2.92 1.75 1.75
##
## Colonisation_2 Achromobacter ssp Nocardia Pa résistant
## Count 2.00 1.00 1.00
## Percent 1.17 0.58 0.58
##
## Colonisation_2 Proteus mirabilis
## Count 1.00
## Percent 0.58
## Mode
##
## Colonisation_3 S aureus méti S S aureus méti R Achromobacter ssp
## Count 165.00 2.00 1.00 1.00
## Percent 96.49 1.17 0.58 0.58
##
## Colonisation_3 Autre bactérie Serratia marcescens
## Count 1.00 1.00
## Percent 0.58 0.58
## Mode
##
## Colonisation_PS_SAmetiR Non Oui
## Count 113.00 58.00
## Percent 66.08 33.92
## Mode Non
##
## SaitCiter 1 0 NR
## Count 153.00 13.0 3.00 2.00
## Percent 89.47 7.6 1.75 1.17
## Mode 1
##
## CatSocioProf1 employes cadres et professions intellectuelles superieures
## Count 39.00 39.00 26.0
## Percent 22.81 22.81 15.2
##
## CatSocioProf1 sans activite professionnelle professions intermediaires
## Count 24.00 23.00
## Percent 14.04 13.45
##
## CatSocioProf1 artisans, commercants, chefs d'entreprise
## Count 14.00
## Percent 8.19
##
## CatSocioProf1 agriculteurs exploitants ouvriers
## Count 3.00 3.00
## Percent 1.75 1.75
## Mode >1 mode
##
## CatSocioProf2 <NA> artisans, commercants, chefs d'entreprise
## Count 98.00 57.00 6.00
## Percent 57.31 33.33 3.51
##
## CatSocioProf2 professions intermediaires
## Count 5.00
## Percent 2.92
##
## CatSocioProf2 cadres et professions intellectuelles superieures employes
## Count 2.00 1.00
## Percent 1.17 0.58
##
## CatSocioProf2 ouvriers sans activite professionnelle
## Count 1.00 1.00
## Percent 0.58 0.58
## Mode NA
##
## MdtSpeMuco1 non KALYDECO KAFTRIO ORKAMBI SYMKEVI
## Count 70.00 69.00 15.00 14.00 2.00 1.00
## Percent 40.94 40.35 8.77 8.19 1.17 0.58
## Mode non
##
## MdtSpeMuco2 KAFTRIO SYMKEVI
## Count 104.00 65.00 2.00
## Percent 60.82 38.01 1.17
## Mode
##
## MdtsAutomed 1 0 <NA>
## Count 83.00 50.00 38.00
## Percent 48.54 29.24 22.22
## Mode 1
##
## Antalgique <NA> 1 0
## Count 86.00 63.00 22.00
## Percent 50.29 36.84 12.87
## Mode NA
##
## antiinflammatoire..VO.ou.cutanée. <NA> 0 1
## Count 86.00 79.0 6.00
## Percent 50.29 46.2 3.51
## Mode NA
##
## antispasmodique <NA> 0 1
## Count 86.00 65.00 20.0
## Percent 50.29 38.01 11.7
## Mode NA
##
## ttt.meteorisme <NA> 0 1
## Count 86.00 84.00 1.00
## Percent 50.29 49.12 0.58
## Mode NA
##
## Laxatif <NA> 0 1
## Count 86.00 83.00 2.00
## Percent 50.29 48.54 1.17
## Mode NA
##
## Antidiarrhéique <NA> 0 1
## Count 86.00 79.0 6.00
## Percent 50.29 46.2 3.51
## Mode NA
##
## antiacide <NA> 0 1
## Count 86.00 81.00 4.00
## Percent 50.29 47.37 2.34
## Mode NA
##
## antiémétique <NA> 0 1
## Count 86.00 83.00 2.00
## Percent 50.29 48.54 1.17
## Mode NA
##
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez.. <NA>
## Count 86.00
## Percent 50.29
##
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez.. 0
## Count 74.00
## Percent 43.27
##
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez.. 1
## Count 11.00
## Percent 6.43
## Mode NA
##
## expectorant.fluidifiant.bronchique <NA> 0 1
## Count 86.00 77.00 8.00
## Percent 50.29 45.03 4.68
## Mode NA
##
## bronchodilatateur <NA> 0 1
## Count 86.00 84.00 1.00
## Percent 50.29 49.12 0.58
## Mode NA
##
## corticoide.cutané <NA> 0 1
## Count 86.00 82.00 3.00
## Percent 50.29 47.95 1.75
## Mode NA
##
## Antiinfectieux <NA> 0 1
## Count 86.00 82.00 3.00
## Percent 50.29 47.95 1.75
## Mode NA
##
## Antiseptiques <NA> 0 1
## Count 86.00 83.00 2.00
## Percent 50.29 48.54 1.17
## Mode NA
##
## antiallergique..antiH1.. <NA> 0 1
## Count 86.00 84.00 1.00
## Percent 50.29 49.12 0.58
## Mode NA
##
## anxiolytique..benzodiazepine. <NA> 0 1
## Count 86.00 83.00 2.00
## Percent 50.29 48.54 1.17
## Mode NA
##
## sedatifs.hypno <NA> 0 1
## Count 86.00 79.0 6.00
## Percent 50.29 46.2 3.51
## Mode NA
##
## antihemorragique <NA> 0 1
## Count 86.00 83.00 2.00
## Percent 50.29 48.54 1.17
## Mode NA
##
## topique.acne <NA> 0 1
## Count 86.00 84.00 1.00
## Percent 50.29 49.12 0.58
## Mode NA
##
## element.mineral.vitamines..Zinc..Mg.. <NA> 0 1
## Count 86.00 77.00 8.00
## Percent 50.29 45.03 4.68
## Mode NA
##
## homéopathie <NA> 0 1 3
## Count 86.00 76.00 8.00 1.00
## Percent 50.29 44.44 4.68 0.58
## Mode NA
##
## ModifAutomed Non Oui NA/NR
## Count 107.00 38.00 15.00 11.00
## Percent 62.57 22.22 8.77 6.43
## Mode Non
##
## ConsoMedCompl Oui Non NR
## Count 68.00 64.00 38.00 1.00
## Percent 39.77 37.43 22.22 0.58
## Mode Oui
##
## SiNon.JmsInteresse <NA> Oui Non NR
## Count 67.00 39.00 38.00 19.00 8.00
## Percent 39.18 22.81 22.22 11.11 4.68
## Mode NA
##
## SiNon.PasEfficace <NA> Non NR Oui
## Count 67.00 49.00 39.00 8.00 8.00
## Percent 39.18 28.65 22.81 4.68 4.68
## Mode NA
##
## SiNon.Mauvais <NA> Non NR Oui
## Count 67.00 54.00 39.00 8.00 3.00
## Percent 39.18 31.58 22.81 4.68 1.75
## Mode NA
##
## SiNon.ConseilProIgn <NA> Non NR Oui
## Count 67.00 56.00 39.00 8.00 1.00
## Percent 39.18 32.75 22.81 4.68 0.58
## Mode NA
##
## SiNon.DeconseillePro <NA> Non NR Oui
## Count 67.00 55.00 39.00 8.00 2.00
## Percent 39.18 32.16 22.81 4.68 1.17
## Mode NA
##
## SiNon.PasBudget <NA> Non NR Oui
## Count 67.00 54.00 39.00 8.00 3.00
## Percent 39.18 31.58 22.81 4.68 1.75
## Mode NA
##
## SiNon.Autre <NA> Non Oui NR
## Count 67.00 41.00 39.00 16.00 8.00
## Percent 39.18 23.98 22.81 9.36 4.68
## Mode NA
##
## SiOui.HE <NA> Non Oui NR
## Count 64.00 38.00 37.00 31.00 1.00
## Percent 37.43 22.22 21.64 18.13 0.58
## Mode NA
##
## SiOui.Plante <NA> Non Oui NR
## Count 64.00 54.00 38.00 14.00 1.00
## Percent 37.43 31.58 22.22 8.19 0.58
## Mode NA
##
## SiOui.Homeo <NA> Non Oui NR
## Count 64.00 39.00 38.00 29.00 1.00
## Percent 37.43 22.81 22.22 16.96 0.58
## Mode NA
##
## SiOui.Champi Non <NA> NR Oui
## Count 67.00 64.00 38.00 1.00 1.00
## Percent 39.18 37.43 22.22 0.58 0.58
## Mode Non
##
## SiOui.Algue Non <NA> Oui NR
## Count 66.0 64.00 38.00 2.00 1.00
## Percent 38.6 37.43 22.22 1.17 0.58
## Mode Non
##
## SiOui.ComplAlim <NA> Non Oui NR
## Count 64.00 46.0 38.00 22.00 1.00
## Percent 37.43 26.9 22.22 12.87 0.58
## Mode NA
##
## SiOui.Probio <NA> Non Oui NR
## Count 64.00 38.00 34.00 34.00 1.00
## Percent 37.43 22.22 19.88 19.88 0.58
## Mode NA
##
## SiOui.VitOlig <NA> Non Oui NR
## Count 63.00 43.00 38.00 26.0 1.00
## Percent 36.84 25.15 22.22 15.2 0.58
## Mode NA
##
## SiOui.FlBach <NA> Non Oui NR
## Count 64.00 62.00 38.00 6.00 1.00
## Percent 37.43 36.26 22.22 3.51 0.58
## Mode NA
##
## SiOui.Tisane <NA> Non Oui NR
## Count 64.00 38.00 37.00 31.00 1.00
## Percent 37.43 22.22 21.64 18.13 0.58
## Mode NA
##
## SiOui.CBD <NA> Non Oui NR
## Count 64.00 63.00 38.00 5.00 1.00
## Percent 37.43 36.84 22.22 2.92 0.58
## Mode NA
##
## SiOuiEpiceArom <NA> Non Oui NR
## Count 64.00 54.00 38.00 14.00 1.00
## Percent 37.43 31.58 22.22 8.19 0.58
## Mode NA
##
## SiOui.Autre <NA> Non Oui NR
## Count 64.00 60.00 38.00 8.00 1.00
## Percent 37.43 35.09 22.22 4.68 0.58
## Mode NA
##
## PdtPeau Oui Non NR
## Count 72.00 51.00 39.00 9.00
## Percent 42.11 29.82 22.81 5.26
## Mode Oui
##
## effet.recherchéOui.produit.peau hydratation (dont eczema), entretien de la peau, aide à la cicatrisation
## Count 52.00
## Percent 30.41
##
## effet.recherchéOui.produit.peau <NA> NR amelioration respiratoire
## Count 50.00 38.00 10.00 5.00
## Percent 29.24 22.22 5.85 2.92
##
## effet.recherchéOui.produit.peau anti-acné anti-infectieux (gel hydroalcoolique)
## Count 5.00 2.00
## Percent 2.92 1.17
##
## effet.recherchéOui.produit.peau bien être, massage, sommeil
## Count 2.00
## Percent 1.17
##
## effet.recherchéOui.produit.peau keratodermie aquagenique nettoyage de la peau
## Count 2.00 2.00
## Percent 1.17 1.17
##
## effet.recherchéOui.produit.peau confort musculaire
## Count 1.00
## Percent 0.58
##
## effet.recherchéOui.produit.peau prise en charge d'un traumatisme benin
## Count 1.00
## Percent 0.58
##
## effet.recherchéOui.produit.peau protection solaire
## Count 1.00
## Percent 0.58
## Mode hydratation (dont eczema), entretien de la peau, aide à la cicatrisation
##
## effet.recherché2.produit.peau <NA> NR nettoyage de la peau
## Count 93.00 50.00 10.00 5.00
## Percent 54.39 29.24 5.85 2.92
##
## effet.recherché2.produit.peau anti-inflammatoire (dont corticoide)
## Count 4.00
## Percent 2.34
##
## effet.recherché2.produit.peau protection solaire bien être, massage, sommeil
## Count 4.00 3.00
## Percent 2.34 1.75
##
## effet.recherché2.produit.peau anti-acné confort musculaire
## Count 1.00 1.00
## Percent 0.58 0.58
## Mode
##
## CritQual Oui NR Non <NA>
## Count 72.00 43.00 38.00 14.00 4.00
## Percent 42.11 25.15 22.22 8.19 2.34
## Mode Oui
##
## CritQualCategorieOui NR <NA> autre produit biologique produit efficace
## Count 68.00 38.00 20.0 10.00 9.00 9.00
## Percent 39.77 22.22 11.7 5.85 5.26 5.26
##
## CritQualCategorieOui composition (la plus naturelle possible, peu d'ingredients…)
## Count 8.00
## Percent 4.68
##
## CritQualCategorieOui avis, retours, conseils sur ce produit
## Count 5.00
## Percent 2.92
##
## CritQualCategorieOui composition la plus naturelle possible
## Count 4.00
## Percent 2.34
## Mode NR
##
## CritQualCategorie2 NR <NA> avis, retours, conseils sur ce produit
## Count 78.00 67.00 20.0 3.00
## Percent 45.61 39.18 11.7 1.75
##
## CritQualCategorie2 produit efficace autre
## Count 2.00 1.00
## Percent 1.17 0.58
## Mode
##
## CritProv Non NR Oui <NA>
## Count 64.00 43.00 38.00 22.00 4.00
## Percent 37.43 25.15 22.22 12.87 2.34
## Mode Non
##
## CritProvCategorieOui <NA> NR fabrique en France en pharmacie
## Count 67.00 51.00 38.00 13.0 2.00
## Percent 39.18 29.82 22.22 7.6 1.17
## Mode NA
##
## CritProvCategorie2 <NA> NR fabrique en Europe fabrique en Asie
## Count 62.00 57.00 49.00 2.00 1.00
## Percent 36.26 33.33 28.65 1.17 0.58
## Mode NA
##
## CritPrix Non NR Oui <NA>
## Count 66.0 43.00 38.00 20.0 4.00
## Percent 38.6 25.15 22.22 11.7 2.34
## Mode Non
##
## CritAutre Non NR Oui <NA>
## Count 72.00 43.00 38.00 12.00 6.00
## Percent 42.11 25.15 22.22 7.02 3.51
## Mode Non
##
## ThManuPhy Non Oui NR
## Count 89.00 42.00 38.00 2.00
## Percent 52.05 24.56 22.22 1.17
## Mode Non
##
## ThMedChin Non Oui NR
## Count 124.00 38.00 7.00 2.00
## Percent 72.51 22.22 4.09 1.17
## Mode Non
##
## ThPsyCorp Non Oui NR
## Count 116.00 38.00 15.00 2.00
## Percent 67.84 22.22 8.77 1.17
## Mode Non
##
## ThAutre Non Oui NR
## Count 124.00 38.00 7.00 2.00
## Percent 72.51 22.22 4.09 1.17
## Mode Non
##
## PsychoTh Non Oui NR
## Count 106.00 38.00 19.00 8.00
## Percent 61.99 22.22 11.11 4.68
## Mode Non
##
## Psychia <NA> Non NR Oui
## Count 152.00 11.00 5.00 2.00 1.00
## Percent 88.89 6.43 2.92 1.17 0.58
## Mode NA
##
## Psychol <NA> Oui NR Non
## Count 152.00 11.00 5.00 2.00 1.00
## Percent 88.89 6.43 2.92 1.17 0.58
## Mode NA
##
## Psychotp <NA> Non NR
## Count 152.00 12.00 5.00 2.00
## Percent 88.89 7.02 2.92 1.17
## Mode NA
##
## PsyAutre <NA> Non NR Oui
## Count 152.00 10.00 5.00 2.00 2.00
## Percent 88.89 5.85 2.92 1.17 1.17
## Mode NA
##
## Regime Non Oui NR
## Count 108.00 38.00 22.00 3.00
## Percent 63.16 22.22 12.87 1.75
## Mode Non
##
## Vegetr Non NR Oui
## Count 128.00 38.00 3.00 2.00
## Percent 74.85 22.22 1.75 1.17
## Mode Non
##
## Vegetl Non NR
## Count 130.00 38.00 3.00
## Percent 76.02 22.22 1.75
## Mode Non
##
## SansGlu Non NR Oui
## Count 128.00 38.00 3.00 2.00
## Percent 74.85 22.22 1.75 1.17
## Mode Non
##
## SansLac Non NR Oui
## Count 128.00 38.00 3.00 2.00
## Percent 74.85 22.22 1.75 1.17
## Mode Non
##
## RegiAutre Non Oui NR
## Count 112.0 38.00 18.00 3.00
## Percent 65.5 22.22 10.53 1.75
## Mode Non
##
## Budget 2Non - 5Non NR < 2Non > 5Non autre
## Count 45.00 42.00 38.00 29.00 12.00 5.00
## Percent 26.32 24.56 22.22 16.96 7.02 2.92
## Mode 2Non - 5Non
##
## Regime.initiative.personnelle.ou.medicale <NA> raison medicale
## Count 107.00 39.00 16.00
## Percent 62.57 22.81 9.36
##
## Regime.initiative.personnelle.ou.medicale donnee manquante
## Count 3.00
## Percent 1.75
##
## Regime.initiative.personnelle.ou.medicale initiative personnelle NR
## Count 3.00 3.00
## Percent 1.75 1.75
## Mode NA
##
## ConnaissInter Non Oui NR <NA>
## Count 95.00 38.00 20.0 17.00 1.00
## Percent 55.56 22.22 11.7 9.94 0.58
## Mode Non
##
## InterrogProfSante Non Oui NR <NA>
## Count 65.00 44.00 38.00 21.00 3.00
## Percent 38.01 25.73 22.22 12.28 1.75
## Mode Non
##
## SiOui.MedG <NA> Non NR Oui
## Count 69.00 38.00 24.00 21.00 19.00
## Percent 40.35 22.22 14.04 12.28 11.11
## Mode NA
##
## SiOui.MedSpe <NA> Non NR Oui
## Count 69.00 38.00 27.00 21.00 16.00
## Percent 40.35 22.22 15.79 12.28 9.36
## Mode NA
##
## SiOui.PharmOff <NA> Non NR Oui
## Count 69.00 38.00 23.00 21.00 20.0
## Percent 40.35 22.22 13.45 12.28 11.7
## Mode NA
##
## SiOui.PharmH <NA> Non NR Oui
## Count 69.00 40.00 38.00 21.00 3.00
## Percent 40.35 23.39 22.22 12.28 1.75
## Mode NA
##
## SiOui.kine <NA> Non NR Oui
## Count 69.00 38.00 38.00 21.00 5.00
## Percent 40.35 22.22 22.22 12.28 2.92
## Mode NA
##
## SiOui.ost <NA> Non NR Oui
## Count 69.00 39.00 38.00 21.00 4.00
## Percent 40.35 22.81 22.22 12.28 2.34
## Mode NA
##
## SiOui.InfLib <NA> Non NR Oui
## Count 69.00 42.00 38.00 21.00 1.00
## Percent 40.35 24.56 22.22 12.28 0.58
## Mode NA
##
## SiOui.InfH <NA> Non NR Oui
## Count 69.00 38.00 38.00 21.00 5.00
## Percent 40.35 22.22 22.22 12.28 2.92
## Mode NA
##
## SiOui.Diet <NA> Non NR Oui
## Count 69.00 39.00 38.00 21.00 4.00
## Percent 40.35 22.81 22.22 12.28 2.34
## Mode NA
##
## SiOui.Nat <NA> Non NR Oui
## Count 69.00 38.00 37.00 21.00 6.00
## Percent 40.35 22.22 21.64 12.28 3.51
## Mode NA
##
## SiOui.Autre.1 <NA> Non NR Oui
## Count 69.00 42.00 38.00 21.00 1.00
## Percent 40.35 24.56 22.22 12.28 0.58
## Mode NA
##
## COVIDOui9 Non Oui NR
## Count 90.00 40.00 38.00 3.00
## Percent 52.63 23.39 22.22 1.75
## Mode Non
##
## COVIDModifMedCompl Non NR Oui <NA>
## Count 108.00 38.00 17.00 7.00 1.00
## Percent 63.16 22.22 9.94 4.09 0.58
## Mode Non
##
## Expression Non Oui NR
## Count 66.0 65.00 38.00 2.00
## Percent 38.6 38.01 22.22 1.17
## Mode Non
##
## ModifAutomed.1 Non Oui NA/NR
## Count 107.00 38.00 15.00 11.00
## Percent 62.57 22.22 8.77 6.43
## Mode Non
##
## ConsoMedCompl.1 Oui Non NR
## Count 68.00 64.00 38.00 1.00
## Percent 39.77 37.43 22.22 0.58
## Mode Oui
##
## SiNon.JmsInteresse.1 <NA> Oui Non NR
## Count 68.00 38.00 38.00 19.00 8.00
## Percent 39.77 22.22 22.22 11.11 4.68
## Mode NA
##
## SiNon.PasEfficace.1 <NA> Non NR Oui
## Count 68.00 49.00 38.00 8.00 8.00
## Percent 39.77 28.65 22.22 4.68 4.68
## Mode NA
##
## SiNon.Mauvais.1 <NA> Non NR Oui
## Count 68.00 54.00 38.00 8.00 3.00
## Percent 39.77 31.58 22.22 4.68 1.75
## Mode NA
##
## SiNon.ConseilProIgn.1 <NA> Non NR Oui
## Count 68.00 56.00 38.00 8.00 1.00
## Percent 39.77 32.75 22.22 4.68 0.58
## Mode NA
##
## SiNon.DeconseillePro.1 <NA> Non NR Oui
## Count 68.00 55.00 38.00 8.00 2.00
## Percent 39.77 32.16 22.22 4.68 1.17
## Mode NA
##
## SiNon.PasBudget.1 <NA> Non NR Oui
## Count 68.00 54.00 38.00 8.00 3.00
## Percent 39.77 31.58 22.22 4.68 1.75
## Mode NA
##
## SiNon.Autre.1 <NA> Non Oui NR
## Count 68.00 41.00 38.00 16.00 8.00
## Percent 39.77 23.98 22.22 9.36 4.68
## Mode NA
##
## SiOui.HE.1 <NA> Non Oui NR
## Count 64.00 38.00 37.00 31.00 1.00
## Percent 37.43 22.22 21.64 18.13 0.58
## Mode NA
##
## SiOui.Plante.1 <NA> Non Oui NR
## Count 64.00 54.00 38.00 14.00 1.00
## Percent 37.43 31.58 22.22 8.19 0.58
## Mode NA
##
## SiOui.Homeo.1 <NA> Non Oui NR
## Count 64.00 39.00 38.00 29.00 1.00
## Percent 37.43 22.81 22.22 16.96 0.58
## Mode NA
##
## SiOui.Champi.1 Non <NA> NR Oui
## Count 67.00 64.00 38.00 1.00 1.00
## Percent 39.18 37.43 22.22 0.58 0.58
## Mode Non
##
## SiOui.Algue.1 Non <NA> Oui NR
## Count 66.0 64.00 38.00 2.00 1.00
## Percent 38.6 37.43 22.22 1.17 0.58
## Mode Non
##
## SiOui.ComplAlim.1 <NA> Non Oui NR
## Count 64.00 46.0 38.00 22.00 1.00
## Percent 37.43 26.9 22.22 12.87 0.58
## Mode NA
##
## SiOui.Probio.1 <NA> Non Oui NR
## Count 64.00 38.00 34.00 34.00 1.00
## Percent 37.43 22.22 19.88 19.88 0.58
## Mode NA
##
## SiOui.VitOlig.1 <NA> Non Oui NR
## Count 63.00 43.00 38.00 26.0 1.00
## Percent 36.84 25.15 22.22 15.2 0.58
## Mode NA
##
## SiOui.FlBach.1 <NA> Non Oui NR
## Count 64.00 62.00 38.00 6.00 1.00
## Percent 37.43 36.26 22.22 3.51 0.58
## Mode NA
##
## SiOui.Tisane.1 <NA> Non Oui NR
## Count 64.00 38.00 37.00 31.00 1.00
## Percent 37.43 22.22 21.64 18.13 0.58
## Mode NA
##
## SiOui.CBD.1 <NA> Non Oui NR
## Count 64.00 63.00 38.00 5.00 1.00
## Percent 37.43 36.84 22.22 2.92 0.58
## Mode NA
##
## SiOuiEpiceArom.1 <NA> Non Oui NR
## Count 64.00 54.00 38.00 14.00 1.00
## Percent 37.43 31.58 22.22 8.19 0.58
## Mode NA
##
## SiOui.Autre.2 <NA> Non Oui NR
## Count 64.00 60.00 38.00 8.00 1.00
## Percent 37.43 35.09 22.22 4.68 0.58
## Mode NA
##
## PdtPeau.1 Oui Non NR
## Count 72.00 51.00 39.00 9.00
## Percent 42.11 29.82 22.81 5.26
## Mode Oui
##
## effet.recherchéOui.produit.peau.1 hydratation (dont eczema), entretien de la peau, aide à la cicatrisation
## Count 52.00
## Percent 30.41
##
## effet.recherchéOui.produit.peau.1 <NA> NR amelioration respiratoire
## Count 50.00 38.00 10.00 5.00
## Percent 29.24 22.22 5.85 2.92
##
## effet.recherchéOui.produit.peau.1 anti-acné
## Count 5.00
## Percent 2.92
##
## effet.recherchéOui.produit.peau.1 anti-infectieux (gel hydroalcoolique)
## Count 2.00
## Percent 1.17
##
## effet.recherchéOui.produit.peau.1 bien être, massage, sommeil
## Count 2.00
## Percent 1.17
##
## effet.recherchéOui.produit.peau.1 keratodermie aquagenique nettoyage de la peau
## Count 2.00 2.00
## Percent 1.17 1.17
##
## effet.recherchéOui.produit.peau.1 confort musculaire
## Count 1.00
## Percent 0.58
##
## effet.recherchéOui.produit.peau.1 prise en charge d'un traumatisme benin
## Count 1.00
## Percent 0.58
##
## effet.recherchéOui.produit.peau.1 protection solaire
## Count 1.00
## Percent 0.58
## Mode hydratation (dont eczema), entretien de la peau, aide à la cicatrisation
##
## effet.recherché2.produit.peau.1 <NA> NR nettoyage de la peau
## Count 93.00 50.00 10.00 5.00
## Percent 54.39 29.24 5.85 2.92
##
## effet.recherché2.produit.peau.1 anti-inflammatoire (dont corticoide)
## Count 4.00
## Percent 2.34
##
## effet.recherché2.produit.peau.1 protection solaire bien être, massage, sommeil
## Count 4.00 3.00
## Percent 2.34 1.75
##
## effet.recherché2.produit.peau.1 anti-acné confort musculaire
## Count 1.00 1.00
## Percent 0.58 0.58
## Mode
##
## CritQual.1 Oui NR Non <NA>
## Count 72.00 43.00 38.00 14.00 4.00
## Percent 42.11 25.15 22.22 8.19 2.34
## Mode Oui
##
## CritQualCategorieOui.1 NR <NA> autre produit biologique
## Count 68.00 38.00 20.0 10.00 9.00
## Percent 39.77 22.22 11.7 5.85 5.26
##
## CritQualCategorieOui.1 produit efficace
## Count 9.00
## Percent 5.26
##
## CritQualCategorieOui.1 composition (la plus naturelle possible, peu d'ingredients…)
## Count 8.00
## Percent 4.68
##
## CritQualCategorieOui.1 avis, retours, conseils sur ce produit
## Count 5.00
## Percent 2.92
##
## CritQualCategorieOui.1 composition la plus naturelle possible
## Count 4.00
## Percent 2.34
## Mode NR
##
## CritQualCategorie2.1 NR <NA> avis, retours, conseils sur ce produit
## Count 78.00 67.00 20.0 3.00
## Percent 45.61 39.18 11.7 1.75
##
## CritQualCategorie2.1 produit efficace autre
## Count 2.00 1.00
## Percent 1.17 0.58
## Mode
##
## CritProv.1 Non NR Oui <NA>
## Count 64.00 43.00 38.00 22.00 4.00
## Percent 37.43 25.15 22.22 12.87 2.34
## Mode Non
##
## CritProvCategorieOui.1 <NA> NR fabrique en France en pharmacie
## Count 67.00 51.00 38.00 13.0 2.00
## Percent 39.18 29.82 22.22 7.6 1.17
## Mode NA
##
## CritProvCategorie2.1 <NA> NR fabrique en Europe fabrique en Asie
## Count 62.00 57.00 49.00 2.00 1.00
## Percent 36.26 33.33 28.65 1.17 0.58
## Mode NA
##
## CritPrix.1 Non NR Oui <NA>
## Count 66.0 43.00 38.00 20.0 4.00
## Percent 38.6 25.15 22.22 11.7 2.34
## Mode Non
##
## CritAutre.1 Non NR Oui <NA>
## Count 72.00 43.00 38.00 12.00 6.00
## Percent 42.11 25.15 22.22 7.02 3.51
## Mode Non
##
## ThManuPhy.1 Non Oui NR
## Count 89.00 42.00 38.00 2.00
## Percent 52.05 24.56 22.22 1.17
## Mode Non
##
## ThMedChin.1 Non Oui NR
## Count 124.00 38.00 7.00 2.00
## Percent 72.51 22.22 4.09 1.17
## Mode Non
##
## ThPsyCorp.1 Non Oui NR
## Count 116.00 38.00 15.00 2.00
## Percent 67.84 22.22 8.77 1.17
## Mode Non
##
## ThAutre.1 Non Oui NR
## Count 124.00 38.00 7.00 2.00
## Percent 72.51 22.22 4.09 1.17
## Mode Non
##
## PsychoTh.1 Non Oui NR
## Count 106.00 38.00 19.00 8.00
## Percent 61.99 22.22 11.11 4.68
## Mode Non
##
## Psychia.1 <NA> Non NR Oui
## Count 152.00 11.00 5.00 2.00 1.00
## Percent 88.89 6.43 2.92 1.17 0.58
## Mode NA
##
## Psychol.1 <NA> Oui NR Non
## Count 152.00 11.00 5.00 2.00 1.00
## Percent 88.89 6.43 2.92 1.17 0.58
## Mode NA
##
## Psychotp.1 <NA> Non NR
## Count 152.00 12.00 5.00 2.00
## Percent 88.89 7.02 2.92 1.17
## Mode NA
##
## PsyAutre.1 <NA> Non NR Oui
## Count 152.00 10.00 5.00 2.00 2.00
## Percent 88.89 5.85 2.92 1.17 1.17
## Mode NA
##
## Regime.1 Non Oui NR
## Count 108.00 38.00 22.00 3.00
## Percent 63.16 22.22 12.87 1.75
## Mode Non
##
## Vegetr.1 Non NR Oui
## Count 128.00 38.00 3.00 2.00
## Percent 74.85 22.22 1.75 1.17
## Mode Non
##
## Vegetl.1 Non NR
## Count 130.00 38.00 3.00
## Percent 76.02 22.22 1.75
## Mode Non
##
## SansGlu.1 Non NR Oui
## Count 128.00 38.00 3.00 2.00
## Percent 74.85 22.22 1.75 1.17
## Mode Non
##
## SansLac.1 Non NR Oui
## Count 128.00 38.00 3.00 2.00
## Percent 74.85 22.22 1.75 1.17
## Mode Non
##
## RegiAutre.1 Non Oui NR
## Count 112.0 38.00 18.00 3.00
## Percent 65.5 22.22 10.53 1.75
## Mode Non
##
## Budget.1 2Non - 5Non NR < 2Non > 5Non autre
## Count 45.00 42.00 38.00 29.00 12.00 5.00
## Percent 26.32 24.56 22.22 16.96 7.02 2.92
## Mode 2Non - 5Non
##
## Regime.initiative.personnelle.ou.medicale.1 <NA> raison medicale
## Count 107.00 39.00 16.00
## Percent 62.57 22.81 9.36
##
## Regime.initiative.personnelle.ou.medicale.1 donnee manquante
## Count 3.00
## Percent 1.75
##
## Regime.initiative.personnelle.ou.medicale.1 initiative personnelle NR
## Count 3.00 3.00
## Percent 1.75 1.75
## Mode NA
##
## ConnaissInter.1 Non Oui NR <NA>
## Count 95.00 38.00 20.0 17.00 1.00
## Percent 55.56 22.22 11.7 9.94 0.58
## Mode Non
##
## InterrogProfSante.1 Non Oui NR <NA>
## Count 65.00 44.00 38.00 21.00 3.00
## Percent 38.01 25.73 22.22 12.28 1.75
## Mode Non
##
## SiOui.MedG.1 <NA> Non NR Oui
## Count 69.00 38.00 24.00 21.00 19.00
## Percent 40.35 22.22 14.04 12.28 11.11
## Mode NA
##
## SiOui.MedSpe.1 <NA> Non NR Oui
## Count 69.00 38.00 27.00 21.00 16.00
## Percent 40.35 22.22 15.79 12.28 9.36
## Mode NA
##
## SiOui.PharmOff.1 <NA> Non NR Oui
## Count 69.00 38.00 23.00 21.00 20.0
## Percent 40.35 22.22 13.45 12.28 11.7
## Mode NA
##
## SiOui.PharmH.1 <NA> Non NR Oui
## Count 69.00 40.00 38.00 21.00 3.00
## Percent 40.35 23.39 22.22 12.28 1.75
## Mode NA
##
## SiOui.kine.1 <NA> Non NR Oui
## Count 69.00 38.00 38.00 21.00 5.00
## Percent 40.35 22.22 22.22 12.28 2.92
## Mode NA
##
## SiOui.ost.1 <NA> Non NR Oui
## Count 69.00 39.00 38.00 21.00 4.00
## Percent 40.35 22.81 22.22 12.28 2.34
## Mode NA
##
## SiOui.InfLib.1 <NA> Non NR Oui
## Count 69.00 42.00 38.00 21.00 1.00
## Percent 40.35 24.56 22.22 12.28 0.58
## Mode NA
##
## SiOui.InfH.1 <NA> Non NR Oui
## Count 69.00 38.00 38.00 21.00 5.00
## Percent 40.35 22.22 22.22 12.28 2.92
## Mode NA
##
## SiOui.Diet.1 <NA> Non NR Oui
## Count 69.00 39.00 38.00 21.00 4.00
## Percent 40.35 22.81 22.22 12.28 2.34
## Mode NA
##
## SiOui.Nat.1 <NA> Non NR Oui
## Count 69.00 38.00 37.00 21.00 6.00
## Percent 40.35 22.22 21.64 12.28 3.51
## Mode NA
##
## SiOui.Autre.3 <NA> Non NR Oui
## Count 69.00 42.00 38.00 21.00 1.00
## Percent 40.35 24.56 22.22 12.28 0.58
## Mode NA
##
## COVIDOui9.1 Non Oui NR
## Count 90.00 40.00 38.00 3.00
## Percent 52.63 23.39 22.22 1.75
## Mode Non
##
## COVIDModifMedCompl.1 Non NR Oui <NA>
## Count 108.00 38.00 17.00 7.00 1.00
## Percent 63.16 22.22 9.94 4.09 0.58
## Mode Non
##
## Expression.1 Non Oui NR
## Count 66.0 65.00 38.00 2.00
## Percent 38.6 38.01 22.22 1.17
## Mode Nonle descriptif commence par le centre adulte ensuite centre peditrie
n correspond au nombre, missing: données manquantes, distinct: le nombre de reponses ou données disponible pour cette variable:
by(Descriptif_Mucautomed_V1,Descriptif_Mucautomed_V1$centre,Hmisc::describe)## Descriptif_Mucautomed_V1$centre: Adulte
## data[x, , drop = FALSE]
##
## 184 Variables 98 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct value
## 98 0 1 Adulte
##
## Value Adulte
## Frequency 98
## Proportion 1
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd .05 .10
## 98 0 96 1 34.31 11.92 21.22 22.19
## .25 .50 .75 .90 .95
## 26.47 33.16 41.20 49.60 54.36
##
## lowest : 19.14 19.45 20.21 20.56 20.79, highest: 56.46 56.99 61.92 62.74 68.11
## --------------------------------------------------------------------------------
## Genre
## n missing distinct
## 98 0 2
##
## Value F M
## Frequency 54 44
## Proportion 0.551 0.449
## --------------------------------------------------------------------------------
## Grossesse
## n missing distinct Info Sum Mean Gmd
## 42 56 2 0.259 4 0.09524 0.1765
##
## --------------------------------------------------------------------------------
## TrimGro
## n missing distinct Info Mean Gmd
## 4 94 2 0.6 1.5 1
##
## Value 1 3
## Frequency 3 1
## Proportion 0.75 0.25
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd .05 .10
## 97 1 30 0.997 1.657 0.1014 1.500 1.536
## .25 .50 .75 .90 .95
## 1.600 1.650 1.730 1.760 1.802
##
## lowest : 1.48 1.50 1.53 1.54 1.55, highest: 1.80 1.81 1.83 1.85 1.86
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd .05 .10
## 97 1 40 0.998 60.21 12.47 45.4 47.0
## .25 .50 .75 .90 .95
## 52.0 58.0 66.0 73.4 77.0
##
## lowest : 41.0 43.0 45.0 45.5 46.0, highest: 77.0 80.0 87.0 88.0 125.0
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd .05 .10
## 97 1 89 1 21.8 3.143 17.75 18.44
## .25 .50 .75 .90 .95
## 19.82 21.43 23.39 25.18 25.95
##
## lowest : 16.53 16.71 17.63 17.65 17.69, highest: 25.96 26.49 26.56 27.16 40.82
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd .05 .10
## 62 36 37 0.998 1997 13.86 1978 1981
## .25 .50 .75 .90 .95
## 1989 1996 2003 2014 2020
##
## lowest : 1968 1972 1978 1980 1981, highest: 2015 2018 2020 2021 2022
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct
## 98 0 2
##
## Value Non Oui
## Frequency 93 5
## Proportion 0.949 0.051
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct
## 98 0 5
##
## lowest : poumon, foie, rein poumon, rein poumons poumons (bipulmonaire)
## highest: poumon, foie, rein poumon, rein poumons poumons (bipulmonaire)
##
## Value poumon, foie, rein poumon, rein
## Frequency 93 1 1
## Proportion 0.949 0.010 0.010
##
## Value poumons poumons (bipulmonaire)
## Frequency 2 1
## Proportion 0.020 0.010
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd .05 .10
## 86 12 55 0.999 80.66 28.88 40.75 46.00
## .25 .50 .75 .90 .95
## 62.75 82.00 100.00 110.00 117.25
##
## lowest : 30 35 38 40 43, highest: 115 118 120 121 122
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd .05 .10
## 85 13 70 1 2651 1104 1174 1236
## .25 .50 .75 .90 .95
## 2000 2690 3400 3960 4200
##
## lowest : 300 1000 1100 1130 1170, highest: 4200 4280 4390 4440 4480
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct
## 98 0 4
##
## Value insulino-requerant non
## Frequency 17 17 57
## Proportion 0.173 0.173 0.582
##
## Value non insulino-requerant
## Frequency 7
## Proportion 0.071
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Sum Mean Gmd
## 77 21 2 0.421 13 0.1688 0.2843
##
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct
## 98 0 6
##
## lowest : > bac aucun ou < CEP bac brevet-CAP-BEP
## highest: > bac aucun ou < CEP bac brevet-CAP-BEP NR
##
## Value > bac aucun ou < CEP bac
## Frequency 11 57 4 8
## Proportion 0.112 0.582 0.041 0.082
##
## Value brevet-CAP-BEP NR
## Frequency 15 3
## Proportion 0.153 0.031
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct value
## 98 0 1
##
## Value
## Frequency 98
## Proportion 1
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct
## 98 0 7
##
## lowest : Achromobacter ssp flore banale S aureus méti S S maltophilia
## highest: flore banale S aureus méti S S maltophilia NR Pseudomonas aeruginosa
##
## (23, 0.235), Achromobacter ssp (2, 0.020), flore banale (1, 0.010), S aureus
## méti S (23, 0.235), S maltophilia (2, 0.020), NR (1, 0.010), Pseudomonas
## aeruginosa (46, 0.469)
## --------------------------------------------------------------------------------
## pyo.Resistant.ou.sensible
## n missing distinct
## 57 41 5
##
## lowest : donnee manquante R S S et R
## highest: donnee manquante R S S et R
##
## Value donnee manquante R S
## Frequency 12 31 3 8
## Proportion 0.211 0.544 0.053 0.140
##
## Value S et R
## Frequency 3
## Proportion 0.053
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct
## 98 0 10
##
## lowest : S aureus méti R Achromobacter ssp Haemophilus influenzae Nocardia
## highest: Pa résistant Proteus mirabilis S aureus méti S S maltophilia Serratia marcescens
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct
## 98 0 6
##
## lowest : S aureus méti R Achromobacter ssp Autre bactérie S aureus méti S
## highest: S aureus méti R Achromobacter ssp Autre bactérie S aureus méti S Serratia marcescens
##
## Value S aureus méti R Achromobacter ssp
## Frequency 92 1 1
## Proportion 0.939 0.010 0.010
##
## Value Autre bactérie S aureus méti S Serratia marcescens
## Frequency 1 2 1
## Proportion 0.010 0.020 0.010
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct
## 98 0 2
##
## Value Non Oui
## Frequency 51 47
## Proportion 0.52 0.48
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct
## 98 0 4
##
## Value 0 1 NR
## Frequency 13 1 83 1
## Proportion 0.133 0.010 0.847 0.010
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing distinct
## 98 0 8
##
## lowest : agriculteurs exploitants artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct value
## 2 96 1
##
## Value
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct
## 98 0 5
##
## lowest : KAFTRIO KALYDECO non SYMKEVI
## highest: KAFTRIO KALYDECO non SYMKEVI
##
## Value KAFTRIO KALYDECO non SYMKEVI
## Frequency 1 10 47 38 2
## Proportion 0.010 0.102 0.480 0.388 0.020
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct
## 98 0 3
##
## Value KAFTRIO SYMKEVI
## Frequency 52 44 2
## Proportion 0.531 0.449 0.020
## --------------------------------------------------------------------------------
## MdtsAutomed
## n missing distinct Info Sum Mean Gmd
## 64 34 2 0.645 44 0.6875 0.4365
##
## --------------------------------------------------------------------------------
## NbAutomed
## n missing distinct Info Mean Gmd
## 64 34 8 0.935 1.594 1.827
##
## lowest : 0 1 2 3 4, highest: 3 4 5 6 8
##
## Value 0 1 2 3 4 5 6 8
## Frequency 20 20 9 7 3 1 3 1
## Proportion 0.312 0.312 0.141 0.109 0.047 0.016 0.047 0.016
## --------------------------------------------------------------------------------
## Antalgique
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.431 38 0.8261 0.2937
##
## --------------------------------------------------------------------------------
## antiinflammatoire..VO.ou.cutanée.
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.238 4 0.08696 0.1623
##
## --------------------------------------------------------------------------------
## antispasmodique
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.609 13 0.2826 0.4145
##
## --------------------------------------------------------------------------------
## ttt.meteorisme
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.064 1 0.02174 0.04348
##
## --------------------------------------------------------------------------------
## Laxatif
## n missing distinct Info Mean Gmd
## 46 52 1 0 0 0
##
## Value 0
## Frequency 46
## Proportion 1
## --------------------------------------------------------------------------------
## Antidiarrhéique
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.183 3 0.06522 0.1246
##
## --------------------------------------------------------------------------------
## antiacide
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.183 3 0.06522 0.1246
##
## --------------------------------------------------------------------------------
## antiémétique
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.125 2 0.04348 0.08502
##
## --------------------------------------------------------------------------------
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.238 4 0.08696 0.1623
##
## --------------------------------------------------------------------------------
## expectorant.fluidifiant.bronchique
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.238 4 0.08696 0.1623
##
## --------------------------------------------------------------------------------
## bronchodilatateur
## n missing distinct Info Mean Gmd
## 46 52 1 0 0 0
##
## Value 0
## Frequency 46
## Proportion 1
## --------------------------------------------------------------------------------
## corticoide.cutané
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.064 1 0.02174 0.04348
##
## --------------------------------------------------------------------------------
## Antiinfectieux
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.125 2 0.04348 0.08502
##
## --------------------------------------------------------------------------------
## Antiseptiques
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.125 2 0.04348 0.08502
##
## --------------------------------------------------------------------------------
## antiallergique..antiH1..
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.064 1 0.02174 0.04348
##
## --------------------------------------------------------------------------------
## anxiolytique..benzodiazepine.
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.125 2 0.04348 0.08502
##
## --------------------------------------------------------------------------------
## sedatifs.hypno
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.291 5 0.1087 0.1981
##
## --------------------------------------------------------------------------------
## antihemorragique
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.125 2 0.04348 0.08502
##
## --------------------------------------------------------------------------------
## topique.acne
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.064 1 0.02174 0.04348
##
## --------------------------------------------------------------------------------
## element.mineral.vitamines..Zinc..Mg..
## n missing distinct Info Sum Mean Gmd
## 46 52 2 0.291 5 0.1087 0.1981
##
## --------------------------------------------------------------------------------
## homéopathie
## n missing distinct Info Mean Gmd
## 46 52 3 0.125 0.08696 0.172
##
## Value 0 1 3
## Frequency 44 1 1
## Proportion 0.957 0.022 0.022
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct
## 98 0 4
##
## Value NA/NR Non Oui
## Frequency 34 2 52 10
## Proportion 0.347 0.020 0.531 0.102
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct
## 98 0 3
##
## Value Non Oui
## Frequency 34 28 36
## Proportion 0.347 0.286 0.367
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 7 4 17
## Proportion 0.548 0.113 0.065 0.274
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 20 4 4
## Proportion 0.548 0.323 0.065 0.065
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 22 4 2
## Proportion 0.548 0.355 0.065 0.032
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct
## 62 36 3
##
## Value Non NR
## Frequency 34 24 4
## Proportion 0.548 0.387 0.065
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 23 4 1
## Proportion 0.548 0.371 0.065 0.016
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 21 4 3
## Proportion 0.548 0.339 0.065 0.048
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 19 4 5
## Proportion 0.548 0.306 0.065 0.081
## --------------------------------------------------------------------------------
## SiOui.HE
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 17 19
## Proportion 0.486 0.243 0.271
## --------------------------------------------------------------------------------
## SiOui.Plante
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 28 8
## Proportion 0.486 0.400 0.114
## --------------------------------------------------------------------------------
## SiOui.Homeo
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 26 10
## Proportion 0.486 0.371 0.143
## --------------------------------------------------------------------------------
## SiOui.Champi
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 35 1
## Proportion 0.486 0.500 0.014
## --------------------------------------------------------------------------------
## SiOui.Algue
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 35 1
## Proportion 0.486 0.500 0.014
## --------------------------------------------------------------------------------
## SiOui.ComplAlim
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 23 13
## Proportion 0.486 0.329 0.186
## --------------------------------------------------------------------------------
## SiOui.Probio
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 19 17
## Proportion 0.486 0.271 0.243
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct
## 71 27 3
##
## Value Non Oui
## Frequency 34 22 15
## Proportion 0.479 0.310 0.211
## --------------------------------------------------------------------------------
## SiOui.FlBach
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 33 3
## Proportion 0.486 0.471 0.043
## --------------------------------------------------------------------------------
## SiOui.Tisane
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 15 21
## Proportion 0.486 0.214 0.300
## --------------------------------------------------------------------------------
## SiOui.CBD
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 31 5
## Proportion 0.486 0.443 0.071
## --------------------------------------------------------------------------------
## SiOuiEpiceArom
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 28 8
## Proportion 0.486 0.400 0.114
## --------------------------------------------------------------------------------
## SiOui.Autre
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 31 5
## Proportion 0.486 0.443 0.071
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 35 16 3 44
## Proportion 0.357 0.163 0.031 0.449
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau
## n missing distinct
## 83 15 9
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) bien être, massage, sommeil
## highest: bien être, massage, sommeil confort musculaire hydratation (dont eczema), entretien de la peau, aide à la cicatrisation NR protection solaire
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau
## n missing distinct
## 83 15 8
##
## lowest : anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil confort musculaire
## highest: bien être, massage, sommeil confort musculaire nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct
## 96 2 4
##
## Value Non NR Oui
## Frequency 34 9 12 41
## Proportion 0.354 0.094 0.125 0.427
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct
## 85 13 8
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct
## 85 13 5
##
## lowest : autre avis, retours, conseils sur ce produit NR produit efficace
## highest: autre avis, retours, conseils sur ce produit NR produit efficace
##
## (59, 0.694), autre (1, 0.012), avis, retours, conseils sur ce produit (2,
## 0.024), NR (22, 0.259), produit efficace (1, 0.012)
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct
## 96 2 4
##
## Value Non NR Oui
## Frequency 34 35 12 15
## Proportion 0.354 0.365 0.125 0.156
## --------------------------------------------------------------------------------
## CritProvCategorieOui
## n missing distinct
## 62 36 4
##
## Value en pharmacie fabrique en France
## Frequency 34 2 9
## Proportion 0.548 0.032 0.145
##
## Value NR
## Frequency 17
## Proportion 0.274
## --------------------------------------------------------------------------------
## CritProvCategorie2
## n missing distinct
## 67 31 4
##
## Value fabrique en Asie fabrique en Europe
## Frequency 50 1 1
## Proportion 0.746 0.015 0.015
##
## Value NR
## Frequency 15
## Proportion 0.224
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct
## 96 2 4
##
## Value Non NR Oui
## Frequency 34 38 12 12
## Proportion 0.354 0.396 0.125 0.125
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct
## 96 2 4
##
## Value Non NR Oui
## Frequency 34 43 12 7
## Proportion 0.354 0.448 0.125 0.073
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 38 1 25
## Proportion 0.347 0.388 0.010 0.255
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 58 1 5
## Proportion 0.347 0.592 0.010 0.051
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 52 1 11
## Proportion 0.347 0.531 0.010 0.112
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 60 1 3
## Proportion 0.347 0.612 0.010 0.031
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 54 3 7
## Proportion 0.347 0.551 0.031 0.071
## --------------------------------------------------------------------------------
## Regime
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 51 2 11
## Proportion 0.347 0.520 0.020 0.112
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 61 2 1
## Proportion 0.347 0.622 0.020 0.010
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct
## 98 0 3
##
## Value Non NR
## Frequency 34 62 2
## Proportion 0.347 0.633 0.020
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 61 2 1
## Proportion 0.347 0.622 0.020 0.010
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 60 2 2
## Proportion 0.347 0.612 0.020 0.020
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 54 2 8
## Proportion 0.347 0.551 0.020 0.082
## --------------------------------------------------------------------------------
## Budget
## n missing distinct
## 98 0 6
##
## lowest : < 2Non > 5Non 2Non - 5Non autre
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre
## Frequency 34 19 5 25 2
## Proportion 0.347 0.194 0.051 0.255 0.020
##
## Value NR
## Frequency 13
## Proportion 0.133
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale
## n missing distinct
## 48 50 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 35 3 2
## Proportion 0.729 0.062 0.042
##
## Value NR raison medicale
## Frequency 2 6
## Proportion 0.042 0.125
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct
## 97 1 4
##
## Value Non NR Oui
## Frequency 34 45 6 12
## Proportion 0.351 0.464 0.062 0.124
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct
## 97 1 4
##
## Value Non NR Oui
## Frequency 34 34 9 20
## Proportion 0.351 0.351 0.093 0.206
## --------------------------------------------------------------------------------
## SiOui.MedG
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 13 9 6
## Proportion 0.548 0.210 0.145 0.097
## --------------------------------------------------------------------------------
## SiOui.MedSpe
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 9 9 10
## Proportion 0.548 0.145 0.145 0.161
## --------------------------------------------------------------------------------
## SiOui.PharmOff
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 11 9 8
## Proportion 0.548 0.177 0.145 0.129
## --------------------------------------------------------------------------------
## SiOui.PharmH
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 17 9 2
## Proportion 0.548 0.274 0.145 0.032
## --------------------------------------------------------------------------------
## SiOui.kine
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 15 9 4
## Proportion 0.548 0.242 0.145 0.065
## --------------------------------------------------------------------------------
## SiOui.ost
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 16 9 3
## Proportion 0.548 0.258 0.145 0.048
## --------------------------------------------------------------------------------
## SiOui.InfLib
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 18 9 1
## Proportion 0.548 0.290 0.145 0.016
## --------------------------------------------------------------------------------
## SiOui.InfH
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 15 9 4
## Proportion 0.548 0.242 0.145 0.065
## --------------------------------------------------------------------------------
## SiOui.Diet
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 16 9 3
## Proportion 0.548 0.258 0.145 0.048
## --------------------------------------------------------------------------------
## SiOui.Nat
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 17 9 2
## Proportion 0.548 0.274 0.145 0.032
## --------------------------------------------------------------------------------
## SiOui.Autre.1
## n missing distinct
## 62 36 3
##
## Value Non NR
## Frequency 34 19 9
## Proportion 0.548 0.306 0.145
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 50 2 12
## Proportion 0.347 0.510 0.020 0.122
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct
## 97 1 4
##
## Value Non NR Oui
## Frequency 34 53 9 1
## Proportion 0.351 0.546 0.093 0.010
## --------------------------------------------------------------------------------
## Expression
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 23 1 40
## Proportion 0.347 0.235 0.010 0.408
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct
## 98 0 4
##
## Value NA/NR Non Oui
## Frequency 34 2 52 10
## Proportion 0.347 0.020 0.531 0.102
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct
## 98 0 3
##
## Value Non Oui
## Frequency 34 28 36
## Proportion 0.347 0.286 0.367
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 7 4 17
## Proportion 0.548 0.113 0.065 0.274
## --------------------------------------------------------------------------------
## SiNon.PasEfficace.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 20 4 4
## Proportion 0.548 0.323 0.065 0.065
## --------------------------------------------------------------------------------
## SiNon.Mauvais.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 22 4 2
## Proportion 0.548 0.355 0.065 0.032
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn.1
## n missing distinct
## 62 36 3
##
## Value Non NR
## Frequency 34 24 4
## Proportion 0.548 0.387 0.065
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 23 4 1
## Proportion 0.548 0.371 0.065 0.016
## --------------------------------------------------------------------------------
## SiNon.PasBudget.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 21 4 3
## Proportion 0.548 0.339 0.065 0.048
## --------------------------------------------------------------------------------
## SiNon.Autre.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 19 4 5
## Proportion 0.548 0.306 0.065 0.081
## --------------------------------------------------------------------------------
## SiOui.HE.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 17 19
## Proportion 0.486 0.243 0.271
## --------------------------------------------------------------------------------
## SiOui.Plante.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 28 8
## Proportion 0.486 0.400 0.114
## --------------------------------------------------------------------------------
## SiOui.Homeo.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 26 10
## Proportion 0.486 0.371 0.143
## --------------------------------------------------------------------------------
## SiOui.Champi.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 35 1
## Proportion 0.486 0.500 0.014
## --------------------------------------------------------------------------------
## SiOui.Algue.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 35 1
## Proportion 0.486 0.500 0.014
## --------------------------------------------------------------------------------
## SiOui.ComplAlim.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 23 13
## Proportion 0.486 0.329 0.186
## --------------------------------------------------------------------------------
## SiOui.Probio.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 19 17
## Proportion 0.486 0.271 0.243
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct
## 71 27 3
##
## Value Non Oui
## Frequency 34 22 15
## Proportion 0.479 0.310 0.211
## --------------------------------------------------------------------------------
## SiOui.FlBach.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 33 3
## Proportion 0.486 0.471 0.043
## --------------------------------------------------------------------------------
## SiOui.Tisane.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 15 21
## Proportion 0.486 0.214 0.300
## --------------------------------------------------------------------------------
## SiOui.CBD.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 31 5
## Proportion 0.486 0.443 0.071
## --------------------------------------------------------------------------------
## SiOuiEpiceArom.1
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 28 8
## Proportion 0.486 0.400 0.114
## --------------------------------------------------------------------------------
## SiOui.Autre.2
## n missing distinct
## 70 28 3
##
## Value Non Oui
## Frequency 34 31 5
## Proportion 0.486 0.443 0.071
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 35 16 3 44
## Proportion 0.357 0.163 0.031 0.449
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau.1
## n missing distinct
## 83 15 9
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) bien être, massage, sommeil
## highest: bien être, massage, sommeil confort musculaire hydratation (dont eczema), entretien de la peau, aide à la cicatrisation NR protection solaire
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau.1
## n missing distinct
## 83 15 8
##
## lowest : anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil confort musculaire
## highest: bien être, massage, sommeil confort musculaire nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct
## 96 2 4
##
## Value Non NR Oui
## Frequency 34 9 12 41
## Proportion 0.354 0.094 0.125 0.427
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct
## 85 13 8
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct
## 85 13 5
##
## lowest : autre avis, retours, conseils sur ce produit NR produit efficace
## highest: autre avis, retours, conseils sur ce produit NR produit efficace
##
## (59, 0.694), autre (1, 0.012), avis, retours, conseils sur ce produit (2,
## 0.024), NR (22, 0.259), produit efficace (1, 0.012)
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct
## 96 2 4
##
## Value Non NR Oui
## Frequency 34 35 12 15
## Proportion 0.354 0.365 0.125 0.156
## --------------------------------------------------------------------------------
## CritProvCategorieOui.1
## n missing distinct
## 62 36 4
##
## Value en pharmacie fabrique en France
## Frequency 34 2 9
## Proportion 0.548 0.032 0.145
##
## Value NR
## Frequency 17
## Proportion 0.274
## --------------------------------------------------------------------------------
## CritProvCategorie2.1
## n missing distinct
## 67 31 4
##
## Value fabrique en Asie fabrique en Europe
## Frequency 50 1 1
## Proportion 0.746 0.015 0.015
##
## Value NR
## Frequency 15
## Proportion 0.224
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct
## 96 2 4
##
## Value Non NR Oui
## Frequency 34 38 12 12
## Proportion 0.354 0.396 0.125 0.125
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct
## 96 2 4
##
## Value Non NR Oui
## Frequency 34 43 12 7
## Proportion 0.354 0.448 0.125 0.073
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 38 1 25
## Proportion 0.347 0.388 0.010 0.255
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 58 1 5
## Proportion 0.347 0.592 0.010 0.051
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 52 1 11
## Proportion 0.347 0.531 0.010 0.112
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 60 1 3
## Proportion 0.347 0.612 0.010 0.031
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 54 3 7
## Proportion 0.347 0.551 0.031 0.071
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 51 2 11
## Proportion 0.347 0.520 0.020 0.112
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 61 2 1
## Proportion 0.347 0.622 0.020 0.010
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct
## 98 0 3
##
## Value Non NR
## Frequency 34 62 2
## Proportion 0.347 0.633 0.020
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 61 2 1
## Proportion 0.347 0.622 0.020 0.010
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 60 2 2
## Proportion 0.347 0.612 0.020 0.020
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 54 2 8
## Proportion 0.347 0.551 0.020 0.082
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct
## 98 0 6
##
## lowest : < 2Non > 5Non 2Non - 5Non autre
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre
## Frequency 34 19 5 25 2
## Proportion 0.347 0.194 0.051 0.255 0.020
##
## Value NR
## Frequency 13
## Proportion 0.133
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale.1
## n missing distinct
## 48 50 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 35 3 2
## Proportion 0.729 0.062 0.042
##
## Value NR raison medicale
## Frequency 2 6
## Proportion 0.042 0.125
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct
## 97 1 4
##
## Value Non NR Oui
## Frequency 34 45 6 12
## Proportion 0.351 0.464 0.062 0.124
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct
## 97 1 4
##
## Value Non NR Oui
## Frequency 34 34 9 20
## Proportion 0.351 0.351 0.093 0.206
## --------------------------------------------------------------------------------
## SiOui.MedG.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 13 9 6
## Proportion 0.548 0.210 0.145 0.097
## --------------------------------------------------------------------------------
## SiOui.MedSpe.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 9 9 10
## Proportion 0.548 0.145 0.145 0.161
## --------------------------------------------------------------------------------
## SiOui.PharmOff.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 11 9 8
## Proportion 0.548 0.177 0.145 0.129
## --------------------------------------------------------------------------------
## SiOui.PharmH.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 17 9 2
## Proportion 0.548 0.274 0.145 0.032
## --------------------------------------------------------------------------------
## SiOui.kine.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 15 9 4
## Proportion 0.548 0.242 0.145 0.065
## --------------------------------------------------------------------------------
## SiOui.ost.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 16 9 3
## Proportion 0.548 0.258 0.145 0.048
## --------------------------------------------------------------------------------
## SiOui.InfLib.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 18 9 1
## Proportion 0.548 0.290 0.145 0.016
## --------------------------------------------------------------------------------
## SiOui.InfH.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 15 9 4
## Proportion 0.548 0.242 0.145 0.065
## --------------------------------------------------------------------------------
## SiOui.Diet.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 16 9 3
## Proportion 0.548 0.258 0.145 0.048
## --------------------------------------------------------------------------------
## SiOui.Nat.1
## n missing distinct
## 62 36 4
##
## Value Non NR Oui
## Frequency 34 17 9 2
## Proportion 0.548 0.274 0.145 0.032
## --------------------------------------------------------------------------------
## SiOui.Autre.3
## n missing distinct
## 62 36 3
##
## Value Non NR
## Frequency 34 19 9
## Proportion 0.548 0.306 0.145
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 50 2 12
## Proportion 0.347 0.510 0.020 0.122
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct
## 97 1 4
##
## Value Non NR Oui
## Frequency 34 53 9 1
## Proportion 0.351 0.546 0.093 0.010
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct
## 98 0 4
##
## Value Non NR Oui
## Frequency 34 23 1 40
## Proportion 0.347 0.235 0.010 0.408
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Rempli_Parent Zscore Psychia Psychol Psychotp
## [6] PsyAutre Psychia.1 Psychol.1 Psychotp.1 PsyAutre.1
## ------------------------------------------------------------
## Descriptif_Mucautomed_V1$centre: Péditrie
## data[x, , drop = FALSE]
##
## 184 Variables 73 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct value
## 73 0 1 Péditrie
##
## Value Péditrie
## Frequency 73
## Proportion 1
## --------------------------------------------------------------------------------
## Rempli_Parent
## n missing distinct
## 73 0 2
##
## Value Non Oui
## Frequency 2 71
## Proportion 0.027 0.973
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd .05 .10
## 73 0 71 1 11.69 4.481 5.982 6.404
## .25 .50 .75 .90 .95
## 8.400 11.650 14.770 16.776 17.310
##
## lowest : 3.51 4.35 4.62 5.79 6.11, highest: 17.29 17.34 17.48 18.54 18.83
## --------------------------------------------------------------------------------
## Genre
## n missing distinct
## 73 0 2
##
## Value F M
## Frequency 28 45
## Proportion 0.384 0.616
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd .05 .10
## 73 0 53 1 1.452 0.232 1.114 1.186
## .25 .50 .75 .90 .95
## 1.310 1.460 1.630 1.690 1.720
##
## lowest : 0.970 1.030 1.070 1.105 1.120, highest: 1.715 1.720 1.740 1.742 1.756
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd .05 .10
## 73 0 65 1 38.91 17.6 19.32 20.68
## .25 .50 .75 .90 .95
## 26.10 34.00 51.00 59.44 65.80
##
## lowest : 13.7 16.0 17.0 18.6 19.8, highest: 60.5 65.0 67.0 69.0 75.0
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd .05 .10
## 73 0 69 1 17.58 3.158 14.11 14.62
## .25 .50 .75 .90 .95
## 15.23 17.19 19.08 21.15 24.23
##
## lowest : 13.76 13.98 14.07 14.08 14.13, highest: 24.02 24.54 24.77 25.22 27.22
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd .05 .10
## 67 6 16 0.993 2010 4.422 2005 2006
## .25 .50 .75 .90 .95
## 2007 2010 2014 2015 2016
##
## lowest : 2003 2004 2005 2006 2007, highest: 2014 2015 2016 2017 2018
##
## Value 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
## Frequency 1 2 4 6 7 5 7 2 7 7 2
## Proportion 0.015 0.030 0.060 0.090 0.104 0.075 0.104 0.030 0.104 0.104 0.030
##
## Value 2014 2015 2016 2017 2018
## Frequency 5 5 4 2 1
## Proportion 0.075 0.075 0.060 0.030 0.015
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct value
## 73 0 1 Non
##
## Value Non
## Frequency 73
## Proportion 1
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct value
## 73 0 1
##
## Value
## Frequency 73
## Proportion 1
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd .05 .10
## 70 3 43 0.999 97.73 16.64 75.35 82.00
## .25 .50 .75 .90 .95
## 88.00 96.50 106.75 119.00 123.65
##
## lowest : 63 65 74 77 79, highest: 122 125 127 128 135
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd .05 .10
## 70 3 67 1 2289 1140 947.5 1243.0
## .25 .50 .75 .90 .95
## 1500.0 2095.0 3105.0 3555.0 3820.0
##
## lowest : 2.93 850.00 860.00 880.00 1030.00
## highest: 3630.00 3820.00 3920.00 4180.00 5470.00
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct
## 73 0 3
##
## Value insulino-requerant non non insulino-requerant
## Frequency 11 61 1
## Proportion 0.151 0.836 0.014
## --------------------------------------------------------------------------------
## Zscore
## n missing distinct Info Mean Gmd .05 .10
## 69 4 65 1 0.09435 1.204 -1.262 -1.124
## .25 .50 .75 .90 .95
## -0.600 -0.090 0.640 1.604 2.198
##
## lowest : -2.15 -1.60 -1.48 -1.33 -1.16, highest: 1.85 2.43 2.51 3.10 3.44
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Mean Gmd
## 71 2 1 0 0 0
##
## Value 0
## Frequency 71
## Proportion 1
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct
## 73 0 5
##
## lowest : > bac aucun ou < CEP bac brevet-CAP-BEP NR
## highest: > bac aucun ou < CEP bac brevet-CAP-BEP NR
##
## Value > bac aucun ou < CEP bac brevet-CAP-BEP
## Frequency 40 2 13 16
## Proportion 0.548 0.027 0.178 0.219
##
## Value NR
## Frequency 2
## Proportion 0.027
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct
## 73 0 3
##
## Value > bac bac
## Frequency 66 5 2
## Proportion 0.904 0.068 0.027
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct
## 73 0 9
##
## lowest : Achromobacter ssp Autre bactérie B.multivorans flore banale
## highest: flore banale Haemophilus influenzae S aureus méti S S maltophilia Pseudomonas aeruginosa
##
## (4, 0.055), Achromobacter ssp (1, 0.014), Autre bactérie (2, 0.027),
## B.multivorans (1, 0.014), flore banale (10, 0.137), Haemophilus influenzae (2,
## 0.027), S aureus méti S (41, 0.562), S maltophilia (1, 0.014), Pseudomonas
## aeruginosa (11, 0.151)
## --------------------------------------------------------------------------------
## pyo.Resistant.ou.sensible
## n missing distinct
## 11 62 2
##
## Value donnee manquante S
## Frequency 5 6
## Proportion 0.455 0.545
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct
## 73 0 4
##
## Value Haemophilus influenzae S aureus méti S
## Frequency 65 2 5
## Proportion 0.890 0.027 0.068
##
## Value S maltophilia
## Frequency 1
## Proportion 0.014
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct value
## 73 0 1
##
## Value
## Frequency 73
## Proportion 1
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct
## 73 0 2
##
## Value Non Oui
## Frequency 62 11
## Proportion 0.849 0.151
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct
## 73 0 3
##
## Value 0 1 NR
## Frequency 2 70 1
## Proportion 0.027 0.959 0.014
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing distinct
## 73 0 8
##
## lowest : agriculteurs exploitants artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct
## 71 2 7
##
## lowest : artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes ouvriers
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct
## 73 0 4
##
## Value KAFTRIO KALYDECO non ORKAMBI
## Frequency 5 22 32 14
## Proportion 0.068 0.301 0.438 0.192
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct
## 73 0 2
##
## Value KAFTRIO
## Frequency 52 21
## Proportion 0.712 0.288
## --------------------------------------------------------------------------------
## MdtsAutomed
## n missing distinct Info Sum Mean Gmd
## 69 4 2 0.737 39 0.5652 0.4987
##
## --------------------------------------------------------------------------------
## NbAutomed
## n missing distinct Info Mean Gmd
## 69 4 7 0.882 1.014 1.257
##
## lowest : 0 1 2 3 4, highest: 2 3 4 5 6
##
## Value 0 1 2 3 4 5 6
## Frequency 30 22 10 3 2 1 1
## Proportion 0.435 0.319 0.145 0.043 0.029 0.014 0.014
## --------------------------------------------------------------------------------
## Antalgique
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.691 25 0.641 0.4723
##
## --------------------------------------------------------------------------------
## antiinflammatoire..VO.ou.cutanée.
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.146 2 0.05128 0.09987
##
## --------------------------------------------------------------------------------
## antispasmodique
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.442 7 0.1795 0.3023
##
## --------------------------------------------------------------------------------
## ttt.meteorisme
## n missing distinct Info Mean Gmd
## 39 34 1 0 0 0
##
## Value 0
## Frequency 39
## Proportion 1
## --------------------------------------------------------------------------------
## Laxatif
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.146 2 0.05128 0.09987
##
## --------------------------------------------------------------------------------
## Antidiarrhéique
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.213 3 0.07692 0.1457
##
## --------------------------------------------------------------------------------
## antiacide
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.075 1 0.02564 0.05128
##
## --------------------------------------------------------------------------------
## antiémétique
## n missing distinct Info Mean Gmd
## 39 34 1 0 0 0
##
## Value 0
## Frequency 39
## Proportion 1
## --------------------------------------------------------------------------------
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.442 7 0.1795 0.3023
##
## --------------------------------------------------------------------------------
## expectorant.fluidifiant.bronchique
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.276 4 0.1026 0.1889
##
## --------------------------------------------------------------------------------
## bronchodilatateur
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.075 1 0.02564 0.05128
##
## --------------------------------------------------------------------------------
## corticoide.cutané
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.146 2 0.05128 0.09987
##
## --------------------------------------------------------------------------------
## Antiinfectieux
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.075 1 0.02564 0.05128
##
## --------------------------------------------------------------------------------
## Antiseptiques
## n missing distinct Info Mean Gmd
## 39 34 1 0 0 0
##
## Value 0
## Frequency 39
## Proportion 1
## --------------------------------------------------------------------------------
## antiallergique..antiH1..
## n missing distinct Info Mean Gmd
## 39 34 1 0 0 0
##
## Value 0
## Frequency 39
## Proportion 1
## --------------------------------------------------------------------------------
## anxiolytique..benzodiazepine.
## n missing distinct Info Mean Gmd
## 39 34 1 0 0 0
##
## Value 0
## Frequency 39
## Proportion 1
## --------------------------------------------------------------------------------
## sedatifs.hypno
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.075 1 0.02564 0.05128
##
## --------------------------------------------------------------------------------
## antihemorragique
## n missing distinct Info Mean Gmd
## 39 34 1 0 0 0
##
## Value 0
## Frequency 39
## Proportion 1
## --------------------------------------------------------------------------------
## topique.acne
## n missing distinct Info Mean Gmd
## 39 34 1 0 0 0
##
## Value 0
## Frequency 39
## Proportion 1
## --------------------------------------------------------------------------------
## element.mineral.vitamines..Zinc..Mg..
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.213 3 0.07692 0.1457
##
## --------------------------------------------------------------------------------
## homéopathie
## n missing distinct Info Sum Mean Gmd
## 39 34 2 0.442 7 0.1795 0.3023
##
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct
## 73 0 4
##
## Value NA/NR Non Oui
## Frequency 4 9 55 5
## Proportion 0.055 0.123 0.753 0.068
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 36 1 32
## Proportion 0.055 0.493 0.014 0.438
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct
## 42 31 4
##
## Value Non NR Oui
## Frequency 5 12 4 21
## Proportion 0.119 0.286 0.095 0.500
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct
## 42 31 4
##
## Value Non NR Oui
## Frequency 5 29 4 4
## Proportion 0.119 0.690 0.095 0.095
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct
## 42 31 4
##
## Value Non NR Oui
## Frequency 5 32 4 1
## Proportion 0.119 0.762 0.095 0.024
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct
## 42 31 4
##
## Value Non NR Oui
## Frequency 5 32 4 1
## Proportion 0.119 0.762 0.095 0.024
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct
## 42 31 4
##
## Value Non NR Oui
## Frequency 5 32 4 1
## Proportion 0.119 0.762 0.095 0.024
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct
## 42 31 3
##
## Value Non NR
## Frequency 5 33 4
## Proportion 0.119 0.786 0.095
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct
## 42 31 4
##
## Value Non NR Oui
## Frequency 5 22 4 11
## Proportion 0.119 0.524 0.095 0.262
## --------------------------------------------------------------------------------
## SiOui.HE
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 20 1 12
## Proportion 0.108 0.541 0.027 0.324
## --------------------------------------------------------------------------------
## SiOui.Plante
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 26 1 6
## Proportion 0.108 0.703 0.027 0.162
## --------------------------------------------------------------------------------
## SiOui.Homeo
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 13 1 19
## Proportion 0.108 0.351 0.027 0.514
## --------------------------------------------------------------------------------
## SiOui.Champi
## n missing distinct
## 37 36 3
##
## Value Non NR
## Frequency 4 32 1
## Proportion 0.108 0.865 0.027
## --------------------------------------------------------------------------------
## SiOui.Algue
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 31 1 1
## Proportion 0.108 0.838 0.027 0.027
## --------------------------------------------------------------------------------
## SiOui.ComplAlim
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 23 1 9
## Proportion 0.108 0.622 0.027 0.243
## --------------------------------------------------------------------------------
## SiOui.Probio
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 15 1 17
## Proportion 0.108 0.405 0.027 0.459
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 21 1 11
## Proportion 0.108 0.568 0.027 0.297
## --------------------------------------------------------------------------------
## SiOui.FlBach
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 29 1 3
## Proportion 0.108 0.784 0.027 0.081
## --------------------------------------------------------------------------------
## SiOui.Tisane
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 22 1 10
## Proportion 0.108 0.595 0.027 0.270
## --------------------------------------------------------------------------------
## SiOui.CBD
## n missing distinct
## 37 36 3
##
## Value Non NR
## Frequency 4 32 1
## Proportion 0.108 0.865 0.027
## --------------------------------------------------------------------------------
## SiOuiEpiceArom
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 26 1 6
## Proportion 0.108 0.703 0.027 0.162
## --------------------------------------------------------------------------------
## SiOui.Autre
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 29 1 3
## Proportion 0.108 0.784 0.027 0.081
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 35 6 28
## Proportion 0.055 0.479 0.082 0.384
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau
## n missing distinct
## 38 35 10
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) bien être, massage, sommeil
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR prise en charge d'un traumatisme benin
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau
## n missing distinct
## 38 35 5
##
## lowest : anti-inflammatoire (dont corticoide) bien être, massage, sommeil NR protection solaire
## highest: anti-inflammatoire (dont corticoide) bien être, massage, sommeil NR protection solaire
##
## (27, 0.711), anti-inflammatoire (dont corticoide) (3, 0.079), bien être,
## massage, sommeil (1, 0.026), NR (6, 0.158), protection solaire (1, 0.026)
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct
## 71 2 4
##
## Value Non NR Oui
## Frequency 4 5 31 31
## Proportion 0.056 0.070 0.437 0.437
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct
## 66 7 8
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct
## 66 7 4
##
## (19, 0.288), avis, retours, conseils sur ce produit (1, 0.015), NR (45, 0.682),
## produit efficace (1, 0.015)
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct
## 71 2 4
##
## Value Non NR Oui
## Frequency 4 29 31 7
## Proportion 0.056 0.408 0.437 0.099
## --------------------------------------------------------------------------------
## CritProvCategorieOui
## n missing distinct
## 42 31 3
##
## Value fabrique en France NR
## Frequency 4 4 34
## Proportion 0.095 0.095 0.810
## --------------------------------------------------------------------------------
## CritProvCategorie2
## n missing distinct
## 42 31 3
##
## Value fabrique en Europe NR
## Frequency 7 1 34
## Proportion 0.167 0.024 0.810
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct
## 71 2 4
##
## Value Non NR Oui
## Frequency 4 28 31 8
## Proportion 0.056 0.394 0.437 0.113
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct
## 69 4 4
##
## Value Non NR Oui
## Frequency 4 29 31 5
## Proportion 0.058 0.420 0.449 0.072
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 51 1 17
## Proportion 0.055 0.699 0.014 0.233
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 66 1 2
## Proportion 0.055 0.904 0.014 0.027
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 64 1 4
## Proportion 0.055 0.877 0.014 0.055
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 64 1 4
## Proportion 0.055 0.877 0.014 0.055
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 52 5 12
## Proportion 0.055 0.712 0.068 0.164
## --------------------------------------------------------------------------------
## Psychia
## n missing distinct
## 19 54 4
##
## Value Non NR Oui
## Frequency 2 11 5 1
## Proportion 0.105 0.579 0.263 0.053
## --------------------------------------------------------------------------------
## Psychol
## n missing distinct
## 19 54 4
##
## Value Non NR Oui
## Frequency 2 1 5 11
## Proportion 0.105 0.053 0.263 0.579
## --------------------------------------------------------------------------------
## Psychotp
## n missing distinct
## 19 54 3
##
## Value Non NR
## Frequency 2 12 5
## Proportion 0.105 0.632 0.263
## --------------------------------------------------------------------------------
## PsyAutre
## n missing distinct
## 19 54 4
##
## Value Non NR Oui
## Frequency 2 10 5 2
## Proportion 0.105 0.526 0.263 0.105
## --------------------------------------------------------------------------------
## Regime
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 57 1 11
## Proportion 0.055 0.781 0.014 0.151
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 67 1 1
## Proportion 0.055 0.918 0.014 0.014
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct
## 73 0 3
##
## Value Non NR
## Frequency 4 68 1
## Proportion 0.055 0.932 0.014
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 67 1 1
## Proportion 0.055 0.918 0.014 0.014
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct
## 73 0 3
##
## Value Non NR
## Frequency 4 68 1
## Proportion 0.055 0.932 0.014
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 58 1 10
## Proportion 0.055 0.795 0.014 0.137
## --------------------------------------------------------------------------------
## Budget
## n missing distinct
## 73 0 6
##
## lowest : < 2Non > 5Non 2Non - 5Non autre
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre
## Frequency 4 10 7 20 3
## Proportion 0.055 0.137 0.096 0.274 0.041
##
## Value NR
## Frequency 29
## Proportion 0.397
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale
## n missing distinct
## 16 57 4
##
## Value initiative personnelle NR
## Frequency 4 1 1
## Proportion 0.250 0.062 0.062
##
## Value raison medicale
## Frequency 10
## Proportion 0.625
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 50 11 8
## Proportion 0.055 0.685 0.151 0.110
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct
## 71 2 4
##
## Value Non NR Oui
## Frequency 4 31 12 24
## Proportion 0.056 0.437 0.169 0.338
## --------------------------------------------------------------------------------
## SiOui.MedG
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 11 12 13
## Proportion 0.100 0.275 0.300 0.325
## --------------------------------------------------------------------------------
## SiOui.MedSpe
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 18 12 6
## Proportion 0.10 0.45 0.30 0.15
## --------------------------------------------------------------------------------
## SiOui.PharmOff
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 12 12 12
## Proportion 0.1 0.3 0.3 0.3
## --------------------------------------------------------------------------------
## SiOui.PharmH
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.kine
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.ost
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.InfLib
## n missing distinct
## 40 33 3
##
## Value Non NR
## Frequency 4 24 12
## Proportion 0.1 0.6 0.3
## --------------------------------------------------------------------------------
## SiOui.InfH
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.Diet
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.Nat
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 20 12 4
## Proportion 0.1 0.5 0.3 0.1
## --------------------------------------------------------------------------------
## SiOui.Autre.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 40 1 28
## Proportion 0.055 0.548 0.014 0.384
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 55 8 6
## Proportion 0.055 0.753 0.110 0.082
## --------------------------------------------------------------------------------
## Expression
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 43 1 25
## Proportion 0.055 0.589 0.014 0.342
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct
## 73 0 4
##
## Value NA/NR Non Oui
## Frequency 4 9 55 5
## Proportion 0.055 0.123 0.753 0.068
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 36 1 32
## Proportion 0.055 0.493 0.014 0.438
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse.1
## n missing distinct
## 41 32 4
##
## Value Non NR Oui
## Frequency 4 12 4 21
## Proportion 0.098 0.293 0.098 0.512
## --------------------------------------------------------------------------------
## SiNon.PasEfficace.1
## n missing distinct
## 41 32 4
##
## Value Non NR Oui
## Frequency 4 29 4 4
## Proportion 0.098 0.707 0.098 0.098
## --------------------------------------------------------------------------------
## SiNon.Mauvais.1
## n missing distinct
## 41 32 4
##
## Value Non NR Oui
## Frequency 4 32 4 1
## Proportion 0.098 0.780 0.098 0.024
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn.1
## n missing distinct
## 41 32 4
##
## Value Non NR Oui
## Frequency 4 32 4 1
## Proportion 0.098 0.780 0.098 0.024
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro.1
## n missing distinct
## 41 32 4
##
## Value Non NR Oui
## Frequency 4 32 4 1
## Proportion 0.098 0.780 0.098 0.024
## --------------------------------------------------------------------------------
## SiNon.PasBudget.1
## n missing distinct
## 41 32 3
##
## Value Non NR
## Frequency 4 33 4
## Proportion 0.098 0.805 0.098
## --------------------------------------------------------------------------------
## SiNon.Autre.1
## n missing distinct
## 41 32 4
##
## Value Non NR Oui
## Frequency 4 22 4 11
## Proportion 0.098 0.537 0.098 0.268
## --------------------------------------------------------------------------------
## SiOui.HE.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 20 1 12
## Proportion 0.108 0.541 0.027 0.324
## --------------------------------------------------------------------------------
## SiOui.Plante.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 26 1 6
## Proportion 0.108 0.703 0.027 0.162
## --------------------------------------------------------------------------------
## SiOui.Homeo.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 13 1 19
## Proportion 0.108 0.351 0.027 0.514
## --------------------------------------------------------------------------------
## SiOui.Champi.1
## n missing distinct
## 37 36 3
##
## Value Non NR
## Frequency 4 32 1
## Proportion 0.108 0.865 0.027
## --------------------------------------------------------------------------------
## SiOui.Algue.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 31 1 1
## Proportion 0.108 0.838 0.027 0.027
## --------------------------------------------------------------------------------
## SiOui.ComplAlim.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 23 1 9
## Proportion 0.108 0.622 0.027 0.243
## --------------------------------------------------------------------------------
## SiOui.Probio.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 15 1 17
## Proportion 0.108 0.405 0.027 0.459
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 21 1 11
## Proportion 0.108 0.568 0.027 0.297
## --------------------------------------------------------------------------------
## SiOui.FlBach.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 29 1 3
## Proportion 0.108 0.784 0.027 0.081
## --------------------------------------------------------------------------------
## SiOui.Tisane.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 22 1 10
## Proportion 0.108 0.595 0.027 0.270
## --------------------------------------------------------------------------------
## SiOui.CBD.1
## n missing distinct
## 37 36 3
##
## Value Non NR
## Frequency 4 32 1
## Proportion 0.108 0.865 0.027
## --------------------------------------------------------------------------------
## SiOuiEpiceArom.1
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 26 1 6
## Proportion 0.108 0.703 0.027 0.162
## --------------------------------------------------------------------------------
## SiOui.Autre.2
## n missing distinct
## 37 36 4
##
## Value Non NR Oui
## Frequency 4 29 1 3
## Proportion 0.108 0.784 0.027 0.081
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 35 6 28
## Proportion 0.055 0.479 0.082 0.384
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau.1
## n missing distinct
## 38 35 10
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) bien être, massage, sommeil
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR prise en charge d'un traumatisme benin
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau.1
## n missing distinct
## 38 35 5
##
## lowest : anti-inflammatoire (dont corticoide) bien être, massage, sommeil NR protection solaire
## highest: anti-inflammatoire (dont corticoide) bien être, massage, sommeil NR protection solaire
##
## (27, 0.711), anti-inflammatoire (dont corticoide) (3, 0.079), bien être,
## massage, sommeil (1, 0.026), NR (6, 0.158), protection solaire (1, 0.026)
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct
## 71 2 4
##
## Value Non NR Oui
## Frequency 4 5 31 31
## Proportion 0.056 0.070 0.437 0.437
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct
## 66 7 8
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct
## 66 7 4
##
## (19, 0.288), avis, retours, conseils sur ce produit (1, 0.015), NR (45, 0.682),
## produit efficace (1, 0.015)
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct
## 71 2 4
##
## Value Non NR Oui
## Frequency 4 29 31 7
## Proportion 0.056 0.408 0.437 0.099
## --------------------------------------------------------------------------------
## CritProvCategorieOui.1
## n missing distinct
## 42 31 3
##
## Value fabrique en France NR
## Frequency 4 4 34
## Proportion 0.095 0.095 0.810
## --------------------------------------------------------------------------------
## CritProvCategorie2.1
## n missing distinct
## 42 31 3
##
## Value fabrique en Europe NR
## Frequency 7 1 34
## Proportion 0.167 0.024 0.810
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct
## 71 2 4
##
## Value Non NR Oui
## Frequency 4 28 31 8
## Proportion 0.056 0.394 0.437 0.113
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct
## 69 4 4
##
## Value Non NR Oui
## Frequency 4 29 31 5
## Proportion 0.058 0.420 0.449 0.072
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 51 1 17
## Proportion 0.055 0.699 0.014 0.233
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 66 1 2
## Proportion 0.055 0.904 0.014 0.027
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 64 1 4
## Proportion 0.055 0.877 0.014 0.055
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 64 1 4
## Proportion 0.055 0.877 0.014 0.055
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 52 5 12
## Proportion 0.055 0.712 0.068 0.164
## --------------------------------------------------------------------------------
## Psychia.1
## n missing distinct
## 19 54 4
##
## Value Non NR Oui
## Frequency 2 11 5 1
## Proportion 0.105 0.579 0.263 0.053
## --------------------------------------------------------------------------------
## Psychol.1
## n missing distinct
## 19 54 4
##
## Value Non NR Oui
## Frequency 2 1 5 11
## Proportion 0.105 0.053 0.263 0.579
## --------------------------------------------------------------------------------
## Psychotp.1
## n missing distinct
## 19 54 3
##
## Value Non NR
## Frequency 2 12 5
## Proportion 0.105 0.632 0.263
## --------------------------------------------------------------------------------
## PsyAutre.1
## n missing distinct
## 19 54 4
##
## Value Non NR Oui
## Frequency 2 10 5 2
## Proportion 0.105 0.526 0.263 0.105
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 57 1 11
## Proportion 0.055 0.781 0.014 0.151
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 67 1 1
## Proportion 0.055 0.918 0.014 0.014
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct
## 73 0 3
##
## Value Non NR
## Frequency 4 68 1
## Proportion 0.055 0.932 0.014
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 67 1 1
## Proportion 0.055 0.918 0.014 0.014
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct
## 73 0 3
##
## Value Non NR
## Frequency 4 68 1
## Proportion 0.055 0.932 0.014
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 58 1 10
## Proportion 0.055 0.795 0.014 0.137
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct
## 73 0 6
##
## lowest : < 2Non > 5Non 2Non - 5Non autre
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre
## Frequency 4 10 7 20 3
## Proportion 0.055 0.137 0.096 0.274 0.041
##
## Value NR
## Frequency 29
## Proportion 0.397
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale.1
## n missing distinct
## 16 57 4
##
## Value initiative personnelle NR
## Frequency 4 1 1
## Proportion 0.250 0.062 0.062
##
## Value raison medicale
## Frequency 10
## Proportion 0.625
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 50 11 8
## Proportion 0.055 0.685 0.151 0.110
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct
## 71 2 4
##
## Value Non NR Oui
## Frequency 4 31 12 24
## Proportion 0.056 0.437 0.169 0.338
## --------------------------------------------------------------------------------
## SiOui.MedG.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 11 12 13
## Proportion 0.100 0.275 0.300 0.325
## --------------------------------------------------------------------------------
## SiOui.MedSpe.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 18 12 6
## Proportion 0.10 0.45 0.30 0.15
## --------------------------------------------------------------------------------
## SiOui.PharmOff.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 12 12 12
## Proportion 0.1 0.3 0.3 0.3
## --------------------------------------------------------------------------------
## SiOui.PharmH.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.kine.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.ost.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.InfLib.1
## n missing distinct
## 40 33 3
##
## Value Non NR
## Frequency 4 24 12
## Proportion 0.1 0.6 0.3
## --------------------------------------------------------------------------------
## SiOui.InfH.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.Diet.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## SiOui.Nat.1
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 20 12 4
## Proportion 0.1 0.5 0.3 0.1
## --------------------------------------------------------------------------------
## SiOui.Autre.3
## n missing distinct
## 40 33 4
##
## Value Non NR Oui
## Frequency 4 23 12 1
## Proportion 0.100 0.575 0.300 0.025
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 40 1 28
## Proportion 0.055 0.548 0.014 0.384
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 55 8 6
## Proportion 0.055 0.753 0.110 0.082
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct
## 73 0 4
##
## Value Non NR Oui
## Frequency 4 43 1 25
## Proportion 0.055 0.589 0.014 0.342
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Grossesse TrimGroby(Descriptif_Mucautomed_V1,Descriptif_Mucautomed_V1$MdtsAutomed,Hmisc::describe)## Descriptif_Mucautomed_V1$MdtsAutomed: 0
## data[x, , drop = FALSE]
##
## 184 Variables 50 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct
## 50 0 2
##
## Value Adulte Péditrie
## Frequency 20 30
## Proportion 0.4 0.6
## --------------------------------------------------------------------------------
## Rempli_Parent
## n missing distinct value
## 30 20 1 Oui
##
## Value Oui
## Frequency 30
## Proportion 1
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd .05 .10
## 50 0 50 1 20.2 15.07 5.966 6.809
## .25 .50 .75 .90 .95
## 10.098 14.495 27.085 40.854 51.370
##
## lowest : 4.35 4.62 5.79 6.18 6.62, highest: 44.04 48.67 53.58 53.99 62.74
## --------------------------------------------------------------------------------
## Genre
## n missing distinct
## 50 0 2
##
## Value F M
## Frequency 22 28
## Proportion 0.44 0.56
## --------------------------------------------------------------------------------
## Grossesse
## n missing distinct Info Sum Mean Gmd
## 10 40 2 0.485 2 0.2 0.3556
##
## --------------------------------------------------------------------------------
## TrimGro
## n missing distinct Info Mean Gmd
## 2 48 2 1 2 2
##
## Value 1 3
## Frequency 1 1
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd .05 .10
## 50 0 37 0.999 1.514 0.2443 1.127 1.223
## .25 .50 .75 .90 .95
## 1.350 1.580 1.688 1.751 1.760
##
## lowest : 1.030 1.070 1.120 1.135 1.160, highest: 1.740 1.750 1.760 1.790 1.810
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd .05 .10
## 50 0 41 0.999 45.29 20.74 19.80 21.21
## .25 .50 .75 .90 .95
## 29.18 49.35 60.30 67.10 69.66
##
## lowest : 16.0 17.0 19.8 20.4 21.3, highest: 68.0 69.0 70.2 74.0 80.0
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd .05 .10
## 50 0 48 1 18.75 3.91 14.68 14.96
## .25 .50 .75 .90 .95
## 15.79 18.16 21.74 23.25 24.99
##
## lowest : 13.98 14.08 14.57 14.81 14.96, highest: 24.22 24.97 25.01 25.22 25.78
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd .05 .10
## 46 4 24 0.996 2007 10.61 1986 1994
## .25 .50 .75 .90 .95
## 2004 2009 2013 2016 2017
##
## lowest : 1968 1978 1985 1989 1994, highest: 2014 2015 2016 2017 2021
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct
## 50 0 2
##
## Value Non Oui
## Frequency 48 2
## Proportion 0.96 0.04
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct
## 50 0 3
##
## Value poumons poumons (bipulmonaire)
## Frequency 48 1 1
## Proportion 0.96 0.02 0.02
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd .05 .10
## 47 3 36 0.999 88.26 23.64 45.8 59.0
## .25 .50 .75 .90 .95
## 78.0 90.0 105.0 111.8 114.4
##
## lowest : 30 43 44 50 53, highest: 109 111 113 115 120
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd .05 .10
## 47 3 44 1 2231 1135 928 1224
## .25 .50 .75 .90 .95
## 1500 2100 3110 3570 3910
##
## lowest : 2.93 860.00 880.00 1040.00 1170.00
## highest: 3600.00 3700.00 4000.00 4050.00 4280.00
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct
## 50 0 3
##
## Value insulino-requerant non non insulino-requerant
## Frequency 12 35 3
## Proportion 0.24 0.70 0.06
## --------------------------------------------------------------------------------
## Zscore
## n missing distinct Info Mean Gmd .05 .10
## 30 20 29 1 -0.1037 1.049 -1.3315 -1.1230
## .25 .50 .75 .90 .95
## -0.7275 -0.1600 0.2325 0.8790 1.4220
##
## lowest : -1.60 -1.48 -1.15 -1.12 -1.11, highest: 0.59 0.87 0.96 1.80 3.44
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Sum Mean Gmd
## 45 5 2 0.243 4 0.08889 0.1657
##
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct
## 50 0 5
##
## lowest : > bac bac brevet-CAP-BEP NR
## highest: > bac bac brevet-CAP-BEP NR
##
## Value > bac bac brevet-CAP-BEP
## Frequency 1 33 5 9
## Proportion 0.02 0.66 0.10 0.18
##
## Value NR
## Frequency 2
## Proportion 0.04
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct
## 50 0 2
##
## Value > bac
## Frequency 49 1
## Proportion 0.98 0.02
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct
## 50 0 7
##
## lowest : Autre bactérie flore banale Haemophilus influenzae S aureus méti S
## highest: flore banale Haemophilus influenzae S aureus méti S S maltophilia Pseudomonas aeruginosa
##
## (2, 0.04), Autre bactérie (2, 0.04), flore banale (4, 0.08), Haemophilus
## influenzae (1, 0.02), S aureus méti S (24, 0.48), S maltophilia (2, 0.04),
## Pseudomonas aeruginosa (15, 0.30)
## --------------------------------------------------------------------------------
## pyo.Resistant.ou.sensible
## n missing distinct
## 15 35 3
##
## Value donnee manquante S
## Frequency 1 12 2
## Proportion 0.067 0.800 0.133
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct
## 50 0 6
##
## lowest : S aureus méti R Haemophilus influenzae S aureus méti S S maltophilia
## highest: S aureus méti R Haemophilus influenzae S aureus méti S S maltophilia Serratia marcescens
##
## Value S aureus méti R Haemophilus influenzae
## Frequency 38 1 2
## Proportion 0.76 0.02 0.04
##
## Value S aureus méti S S maltophilia Serratia marcescens
## Frequency 6 2 1
## Proportion 0.12 0.04 0.02
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct
## 50 0 3
##
## Value Achromobacter ssp Autre bactérie
## Frequency 48 1 1
## Proportion 0.96 0.02 0.02
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct
## 50 0 2
##
## Value Non Oui
## Frequency 35 15
## Proportion 0.7 0.3
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct
## 50 0 3
##
## Value NA 0 1
## Frequency 1 2 47
## Proportion 0.02 0.04 0.94
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing distinct
## 50 0 7
##
## lowest : agriculteurs exploitants artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes ouvriers
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct
## 30 20 4
##
## (25, 0.833), artisans, commercants, chefs d'entreprise (2, 0.067), cadres et
## professions intellectuelles superieures (1, 0.033), professions intermediaires
## (2, 0.067)
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct
## 50 0 5
##
## lowest : KAFTRIO KALYDECO non ORKAMBI SYMKEVI
## highest: KAFTRIO KALYDECO non ORKAMBI SYMKEVI
##
## Value KAFTRIO KALYDECO non ORKAMBI SYMKEVI
## Frequency 3 18 22 6 1
## Proportion 0.06 0.36 0.44 0.12 0.02
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct
## 50 0 2
##
## Value KAFTRIO
## Frequency 33 17
## Proportion 0.66 0.34
## --------------------------------------------------------------------------------
## MdtsAutomed
## n missing distinct Info Mean Gmd
## 50 0 1 0 0 0
##
## Value 0
## Frequency 50
## Proportion 1
## --------------------------------------------------------------------------------
## NbAutomed
## n missing distinct Info Mean Gmd
## 50 0 1 0 0 0
##
## Value 0
## Frequency 50
## Proportion 1
## --------------------------------------------------------------------------------
## Antalgique
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## antiinflammatoire..VO.ou.cutanée.
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## antispasmodique
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## ttt.meteorisme
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Laxatif
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Antidiarrhéique
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## antiacide
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## antiémétique
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## expectorant.fluidifiant.bronchique
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## bronchodilatateur
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## corticoide.cutané
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Antiinfectieux
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Antiseptiques
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## antiallergique..antiH1..
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## anxiolytique..benzodiazepine.
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## sedatifs.hypno
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## antihemorragique
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## topique.acne
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## element.mineral.vitamines..Zinc..Mg..
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## homéopathie
## n missing distinct Info Mean Gmd
## 2 48 1 0 0 0
##
## Value 0
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct
## 50 0 3
##
## Value NA/NR Non Oui
## Frequency 7 39 4
## Proportion 0.14 0.78 0.08
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 31 1 18
## Proportion 0.62 0.02 0.36
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct
## 32 18 3
##
## Value Non NR Oui
## Frequency 9 4 19
## Proportion 0.281 0.125 0.594
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct
## 32 18 3
##
## Value Non NR Oui
## Frequency 23 4 5
## Proportion 0.719 0.125 0.156
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct
## 32 18 2
##
## Value Non NR
## Frequency 28 4
## Proportion 0.875 0.125
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct
## 32 18 2
##
## Value Non NR
## Frequency 28 4
## Proportion 0.875 0.125
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct
## 32 18 2
##
## Value Non NR
## Frequency 28 4
## Proportion 0.875 0.125
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct
## 32 18 3
##
## Value Non NR Oui
## Frequency 27 4 1
## Proportion 0.844 0.125 0.031
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct
## 32 18 3
##
## Value Non NR Oui
## Frequency 18 4 10
## Proportion 0.562 0.125 0.312
## --------------------------------------------------------------------------------
## SiOui.HE
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 17 1 1
## Proportion 0.895 0.053 0.053
## --------------------------------------------------------------------------------
## SiOui.Plante
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 16 1 2
## Proportion 0.842 0.053 0.105
## --------------------------------------------------------------------------------
## SiOui.Homeo
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 10 1 8
## Proportion 0.526 0.053 0.421
## --------------------------------------------------------------------------------
## SiOui.Champi
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 17 1 1
## Proportion 0.895 0.053 0.053
## --------------------------------------------------------------------------------
## SiOui.Algue
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 17 1 1
## Proportion 0.895 0.053 0.053
## --------------------------------------------------------------------------------
## SiOui.ComplAlim
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 8 1 10
## Proportion 0.421 0.053 0.526
## --------------------------------------------------------------------------------
## SiOui.Probio
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 6 1 12
## Proportion 0.316 0.053 0.632
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 9 1 9
## Proportion 0.474 0.053 0.474
## --------------------------------------------------------------------------------
## SiOui.FlBach
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 16 1 2
## Proportion 0.842 0.053 0.105
## --------------------------------------------------------------------------------
## SiOui.Tisane
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 10 1 8
## Proportion 0.526 0.053 0.421
## --------------------------------------------------------------------------------
## SiOui.CBD
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 17 1 1
## Proportion 0.895 0.053 0.053
## --------------------------------------------------------------------------------
## SiOuiEpiceArom
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 12 1 6
## Proportion 0.632 0.053 0.316
## --------------------------------------------------------------------------------
## SiOui.Autre
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 15 1 3
## Proportion 0.789 0.053 0.158
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 23 5 22
## Proportion 0.46 0.10 0.44
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau
## n missing distinct
## 27 23 7
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique
## highest: anti-infectieux (gel hydroalcoolique) hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique NR protection solaire
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau
## n missing distinct
## 27 23 6
##
## lowest : anti-inflammatoire (dont corticoide) bien être, massage, sommeil nettoyage de la peau NR
## highest: anti-inflammatoire (dont corticoide) bien être, massage, sommeil nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct
## 49 1 3
##
## Value Non NR Oui
## Frequency 1 22 26
## Proportion 0.020 0.449 0.531
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct
## 48 2 6
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) NR produit biologique
## highest: avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct
## 48 2 4
##
## Value autre NR produit efficace
## Frequency 11 1 34 2
## Proportion 0.229 0.021 0.708 0.042
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct
## 49 1 3
##
## Value Non NR Oui
## Frequency 21 22 6
## Proportion 0.429 0.449 0.122
## --------------------------------------------------------------------------------
## CritProvCategorieOui
## n missing distinct
## 28 22 2
##
## Value fabrique en France NR
## Frequency 3 25
## Proportion 0.107 0.893
## --------------------------------------------------------------------------------
## CritProvCategorie2
## n missing distinct
## 29 21 3
##
## Value fabrique en Europe NR
## Frequency 5 1 23
## Proportion 0.172 0.034 0.793
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct
## 49 1 3
##
## Value Non NR Oui
## Frequency 23 22 4
## Proportion 0.469 0.449 0.082
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct
## 47 3 3
##
## Value Non NR Oui
## Frequency 24 22 1
## Proportion 0.511 0.468 0.021
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 38 1 11
## Proportion 0.76 0.02 0.22
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 46 1 3
## Proportion 0.92 0.02 0.06
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 46 1 3
## Proportion 0.92 0.02 0.06
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 47 1 2
## Proportion 0.94 0.02 0.04
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 43 4 3
## Proportion 0.86 0.08 0.06
## --------------------------------------------------------------------------------
## Psychia
## n missing distinct
## 7 43 3
##
## Value Non NR Oui
## Frequency 2 4 1
## Proportion 0.286 0.571 0.143
## --------------------------------------------------------------------------------
## Psychol
## n missing distinct
## 7 43 2
##
## Value NR Oui
## Frequency 4 3
## Proportion 0.571 0.429
## --------------------------------------------------------------------------------
## Psychotp
## n missing distinct
## 7 43 2
##
## Value Non NR
## Frequency 3 4
## Proportion 0.429 0.571
## --------------------------------------------------------------------------------
## PsyAutre
## n missing distinct
## 7 43 3
##
## Value Non NR Oui
## Frequency 2 4 1
## Proportion 0.286 0.571 0.143
## --------------------------------------------------------------------------------
## Regime
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 35 1 14
## Proportion 0.70 0.02 0.28
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 48 1 1
## Proportion 0.96 0.02 0.02
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct
## 50 0 2
##
## Value Non NR
## Frequency 49 1
## Proportion 0.98 0.02
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 47 1 2
## Proportion 0.94 0.02 0.04
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 48 1 1
## Proportion 0.96 0.02 0.02
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 37 1 12
## Proportion 0.74 0.02 0.24
## --------------------------------------------------------------------------------
## Budget
## n missing distinct
## 50 0 5
##
## lowest : < 2Non > 5Non 2Non - 5Non autre NR
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre NR
## Frequency 7 3 16 1 23
## Proportion 0.14 0.06 0.32 0.02 0.46
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale
## n missing distinct
## 16 34 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 1 2 1
## Proportion 0.062 0.125 0.062
##
## Value NR raison medicale
## Frequency 1 11
## Proportion 0.062 0.688
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 32 11 7
## Proportion 0.64 0.22 0.14
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct
## 48 2 3
##
## Value Non NR Oui
## Frequency 23 10 15
## Proportion 0.479 0.208 0.312
## --------------------------------------------------------------------------------
## SiOui.MedG
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 6 11 8
## Proportion 0.24 0.44 0.32
## --------------------------------------------------------------------------------
## SiOui.MedSpe
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 9 11 5
## Proportion 0.36 0.44 0.20
## --------------------------------------------------------------------------------
## SiOui.PharmOff
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 8 11 6
## Proportion 0.32 0.44 0.24
## --------------------------------------------------------------------------------
## SiOui.PharmH
## n missing distinct
## 25 25 2
##
## Value Non NR
## Frequency 14 11
## Proportion 0.56 0.44
## --------------------------------------------------------------------------------
## SiOui.kine
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 12 11 2
## Proportion 0.48 0.44 0.08
## --------------------------------------------------------------------------------
## SiOui.ost
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 11 11 3
## Proportion 0.44 0.44 0.12
## --------------------------------------------------------------------------------
## SiOui.InfLib
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 13 11 1
## Proportion 0.52 0.44 0.04
## --------------------------------------------------------------------------------
## SiOui.InfH
## n missing distinct
## 25 25 2
##
## Value Non NR
## Frequency 14 11
## Proportion 0.56 0.44
## --------------------------------------------------------------------------------
## SiOui.Diet
## n missing distinct
## 25 25 2
##
## Value Non NR
## Frequency 14 11
## Proportion 0.56 0.44
## --------------------------------------------------------------------------------
## SiOui.Nat
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 11 11 3
## Proportion 0.44 0.44 0.12
## --------------------------------------------------------------------------------
## SiOui.Autre.1
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 13 11 1
## Proportion 0.52 0.44 0.04
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct
## 50 0 2
##
## Value Non Oui
## Frequency 34 16
## Proportion 0.68 0.32
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 42 6 2
## Proportion 0.84 0.12 0.04
## --------------------------------------------------------------------------------
## Expression
## n missing distinct
## 50 0 2
##
## Value Non Oui
## Frequency 31 19
## Proportion 0.62 0.38
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct
## 50 0 3
##
## Value NA/NR Non Oui
## Frequency 7 39 4
## Proportion 0.14 0.78 0.08
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 31 1 18
## Proportion 0.62 0.02 0.36
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse.1
## n missing distinct
## 32 18 3
##
## Value Non NR Oui
## Frequency 9 4 19
## Proportion 0.281 0.125 0.594
## --------------------------------------------------------------------------------
## SiNon.PasEfficace.1
## n missing distinct
## 32 18 3
##
## Value Non NR Oui
## Frequency 23 4 5
## Proportion 0.719 0.125 0.156
## --------------------------------------------------------------------------------
## SiNon.Mauvais.1
## n missing distinct
## 32 18 2
##
## Value Non NR
## Frequency 28 4
## Proportion 0.875 0.125
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn.1
## n missing distinct
## 32 18 2
##
## Value Non NR
## Frequency 28 4
## Proportion 0.875 0.125
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro.1
## n missing distinct
## 32 18 2
##
## Value Non NR
## Frequency 28 4
## Proportion 0.875 0.125
## --------------------------------------------------------------------------------
## SiNon.PasBudget.1
## n missing distinct
## 32 18 3
##
## Value Non NR Oui
## Frequency 27 4 1
## Proportion 0.844 0.125 0.031
## --------------------------------------------------------------------------------
## SiNon.Autre.1
## n missing distinct
## 32 18 3
##
## Value Non NR Oui
## Frequency 18 4 10
## Proportion 0.562 0.125 0.312
## --------------------------------------------------------------------------------
## SiOui.HE.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 17 1 1
## Proportion 0.895 0.053 0.053
## --------------------------------------------------------------------------------
## SiOui.Plante.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 16 1 2
## Proportion 0.842 0.053 0.105
## --------------------------------------------------------------------------------
## SiOui.Homeo.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 10 1 8
## Proportion 0.526 0.053 0.421
## --------------------------------------------------------------------------------
## SiOui.Champi.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 17 1 1
## Proportion 0.895 0.053 0.053
## --------------------------------------------------------------------------------
## SiOui.Algue.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 17 1 1
## Proportion 0.895 0.053 0.053
## --------------------------------------------------------------------------------
## SiOui.ComplAlim.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 8 1 10
## Proportion 0.421 0.053 0.526
## --------------------------------------------------------------------------------
## SiOui.Probio.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 6 1 12
## Proportion 0.316 0.053 0.632
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 9 1 9
## Proportion 0.474 0.053 0.474
## --------------------------------------------------------------------------------
## SiOui.FlBach.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 16 1 2
## Proportion 0.842 0.053 0.105
## --------------------------------------------------------------------------------
## SiOui.Tisane.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 10 1 8
## Proportion 0.526 0.053 0.421
## --------------------------------------------------------------------------------
## SiOui.CBD.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 17 1 1
## Proportion 0.895 0.053 0.053
## --------------------------------------------------------------------------------
## SiOuiEpiceArom.1
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 12 1 6
## Proportion 0.632 0.053 0.316
## --------------------------------------------------------------------------------
## SiOui.Autre.2
## n missing distinct
## 19 31 3
##
## Value Non NR Oui
## Frequency 15 1 3
## Proportion 0.789 0.053 0.158
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 23 5 22
## Proportion 0.46 0.10 0.44
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau.1
## n missing distinct
## 27 23 7
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique
## highest: anti-infectieux (gel hydroalcoolique) hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique NR protection solaire
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau.1
## n missing distinct
## 27 23 6
##
## lowest : anti-inflammatoire (dont corticoide) bien être, massage, sommeil nettoyage de la peau NR
## highest: anti-inflammatoire (dont corticoide) bien être, massage, sommeil nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct
## 49 1 3
##
## Value Non NR Oui
## Frequency 1 22 26
## Proportion 0.020 0.449 0.531
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct
## 48 2 6
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) NR produit biologique
## highest: avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct
## 48 2 4
##
## Value autre NR produit efficace
## Frequency 11 1 34 2
## Proportion 0.229 0.021 0.708 0.042
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct
## 49 1 3
##
## Value Non NR Oui
## Frequency 21 22 6
## Proportion 0.429 0.449 0.122
## --------------------------------------------------------------------------------
## CritProvCategorieOui.1
## n missing distinct
## 28 22 2
##
## Value fabrique en France NR
## Frequency 3 25
## Proportion 0.107 0.893
## --------------------------------------------------------------------------------
## CritProvCategorie2.1
## n missing distinct
## 29 21 3
##
## Value fabrique en Europe NR
## Frequency 5 1 23
## Proportion 0.172 0.034 0.793
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct
## 49 1 3
##
## Value Non NR Oui
## Frequency 23 22 4
## Proportion 0.469 0.449 0.082
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct
## 47 3 3
##
## Value Non NR Oui
## Frequency 24 22 1
## Proportion 0.511 0.468 0.021
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 38 1 11
## Proportion 0.76 0.02 0.22
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 46 1 3
## Proportion 0.92 0.02 0.06
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 46 1 3
## Proportion 0.92 0.02 0.06
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 47 1 2
## Proportion 0.94 0.02 0.04
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 43 4 3
## Proportion 0.86 0.08 0.06
## --------------------------------------------------------------------------------
## Psychia.1
## n missing distinct
## 7 43 3
##
## Value Non NR Oui
## Frequency 2 4 1
## Proportion 0.286 0.571 0.143
## --------------------------------------------------------------------------------
## Psychol.1
## n missing distinct
## 7 43 2
##
## Value NR Oui
## Frequency 4 3
## Proportion 0.571 0.429
## --------------------------------------------------------------------------------
## Psychotp.1
## n missing distinct
## 7 43 2
##
## Value Non NR
## Frequency 3 4
## Proportion 0.429 0.571
## --------------------------------------------------------------------------------
## PsyAutre.1
## n missing distinct
## 7 43 3
##
## Value Non NR Oui
## Frequency 2 4 1
## Proportion 0.286 0.571 0.143
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 35 1 14
## Proportion 0.70 0.02 0.28
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 48 1 1
## Proportion 0.96 0.02 0.02
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct
## 50 0 2
##
## Value Non NR
## Frequency 49 1
## Proportion 0.98 0.02
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 47 1 2
## Proportion 0.94 0.02 0.04
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 48 1 1
## Proportion 0.96 0.02 0.02
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 37 1 12
## Proportion 0.74 0.02 0.24
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct
## 50 0 5
##
## lowest : < 2Non > 5Non 2Non - 5Non autre NR
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre NR
## Frequency 7 3 16 1 23
## Proportion 0.14 0.06 0.32 0.02 0.46
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale.1
## n missing distinct
## 16 34 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 1 2 1
## Proportion 0.062 0.125 0.062
##
## Value NR raison medicale
## Frequency 1 11
## Proportion 0.062 0.688
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 32 11 7
## Proportion 0.64 0.22 0.14
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct
## 48 2 3
##
## Value Non NR Oui
## Frequency 23 10 15
## Proportion 0.479 0.208 0.312
## --------------------------------------------------------------------------------
## SiOui.MedG.1
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 6 11 8
## Proportion 0.24 0.44 0.32
## --------------------------------------------------------------------------------
## SiOui.MedSpe.1
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 9 11 5
## Proportion 0.36 0.44 0.20
## --------------------------------------------------------------------------------
## SiOui.PharmOff.1
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 8 11 6
## Proportion 0.32 0.44 0.24
## --------------------------------------------------------------------------------
## SiOui.PharmH.1
## n missing distinct
## 25 25 2
##
## Value Non NR
## Frequency 14 11
## Proportion 0.56 0.44
## --------------------------------------------------------------------------------
## SiOui.kine.1
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 12 11 2
## Proportion 0.48 0.44 0.08
## --------------------------------------------------------------------------------
## SiOui.ost.1
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 11 11 3
## Proportion 0.44 0.44 0.12
## --------------------------------------------------------------------------------
## SiOui.InfLib.1
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 13 11 1
## Proportion 0.52 0.44 0.04
## --------------------------------------------------------------------------------
## SiOui.InfH.1
## n missing distinct
## 25 25 2
##
## Value Non NR
## Frequency 14 11
## Proportion 0.56 0.44
## --------------------------------------------------------------------------------
## SiOui.Diet.1
## n missing distinct
## 25 25 2
##
## Value Non NR
## Frequency 14 11
## Proportion 0.56 0.44
## --------------------------------------------------------------------------------
## SiOui.Nat.1
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 11 11 3
## Proportion 0.44 0.44 0.12
## --------------------------------------------------------------------------------
## SiOui.Autre.3
## n missing distinct
## 25 25 3
##
## Value Non NR Oui
## Frequency 13 11 1
## Proportion 0.52 0.44 0.04
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct
## 50 0 2
##
## Value Non Oui
## Frequency 34 16
## Proportion 0.68 0.32
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct
## 50 0 3
##
## Value Non NR Oui
## Frequency 42 6 2
## Proportion 0.84 0.12 0.04
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct
## 50 0 2
##
## Value Non Oui
## Frequency 31 19
## Proportion 0.62 0.38
## --------------------------------------------------------------------------------
## ------------------------------------------------------------
## Descriptif_Mucautomed_V1$MdtsAutomed: 1
## data[x, , drop = FALSE]
##
## 184 Variables 83 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct
## 83 0 2
##
## Value Adulte Péditrie
## Frequency 44 39
## Proportion 0.53 0.47
## --------------------------------------------------------------------------------
## Rempli_Parent
## n missing distinct value
## 39 44 1 Oui
##
## Value Oui
## Frequency 39
## Proportion 1
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd .05 .10
## 83 0 81 1 23.38 14.68 7.202 8.494
## .25 .50 .75 .90 .95
## 13.040 21.820 33.160 40.968 43.853
##
## lowest : 3.51 6.11 6.35 7.13 7.85, highest: 43.99 50.07 50.52 56.46 56.99
## --------------------------------------------------------------------------------
## Genre
## n missing distinct
## 83 0 2
##
## Value F M
## Frequency 43 40
## Proportion 0.518 0.482
## --------------------------------------------------------------------------------
## Grossesse
## n missing distinct Info Sum Mean Gmd
## 27 56 2 0.107 1 0.03704 0.07407
##
## --------------------------------------------------------------------------------
## TrimGro
## n missing distinct Info Mean Gmd
## 1 82 1 0 1 NA
##
## Value 1
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd .05 .10
## 83 0 49 0.999 1.572 0.1828 1.236 1.317
## .25 .50 .75 .90 .95
## 1.500 1.610 1.695 1.730 1.755
##
## lowest : 0.970 1.105 1.180 1.210 1.230, highest: 1.756 1.770 1.800 1.830 1.850
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd .05 .10
## 83 0 57 0.999 51.13 18.01 23.92 28.52
## .25 .50 .75 .90 .95
## 42.00 54.00 62.25 70.80 73.00
##
## lowest : 13.7 18.6 20.6 21.0 23.8, highest: 72.0 73.0 74.0 75.0 88.0
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd .05 .10
## 83 0 79 1 20.03 3.849 14.60 15.64
## .25 .50 .75 .90 .95
## 17.58 19.72 22.71 24.63 25.57
##
## lowest : 13.76 14.07 14.13 14.54 14.56, highest: 25.61 25.95 26.49 27.16 27.22
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd .05 .10
## 81 2 38 0.999 2002 12.74 1981 1986
## .25 .50 .75 .90 .95
## 1994 2005 2011 2015 2018
##
## lowest : 1972 1978 1980 1981 1982, highest: 2015 2016 2018 2020 2022
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct
## 83 0 2
##
## Value Non Oui
## Frequency 81 2
## Proportion 0.976 0.024
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct
## 83 0 3
##
## Value poumon, rein poumons
## Frequency 81 1 1
## Proportion 0.976 0.012 0.012
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd .05 .10
## 72 11 43 0.999 91.14 24.04 48.55 65.00
## .25 .50 .75 .90 .95
## 82.00 93.00 103.50 117.70 122.00
##
## lowest : 30 35 38 48 49, highest: 119 122 125 128 135
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd .05 .10
## 71 12 65 1 2591 1072 1145 1310
## .25 .50 .75 .90 .95
## 1770 2600 3365 3750 4090
##
## lowest : 850 1030 1090 1100 1190, highest: 4000 4180 4200 4390 4440
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct
## 83 0 4
##
## Value insulino-requerant non
## Frequency 14 10 56
## Proportion 0.169 0.120 0.675
##
## Value non insulino-requerant
## Frequency 3
## Proportion 0.036
## --------------------------------------------------------------------------------
## Zscore
## n missing distinct Info Mean Gmd .05 .10
## 37 46 36 1 0.2859 1.336 -1.194 -1.116
## .25 .50 .75 .90 .95
## -0.470 0.110 0.940 1.712 2.446
##
## lowest : -2.15 -1.33 -1.16 -1.14 -1.10, highest: 1.62 1.85 2.43 2.51 3.10
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Sum Mean Gmd
## 68 15 2 0.241 6 0.08824 0.1633
##
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct
## 83 0 6
##
## lowest : > bac aucun ou < CEP bac brevet-CAP-BEP
## highest: > bac aucun ou < CEP bac brevet-CAP-BEP NR
##
## Value > bac aucun ou < CEP bac
## Frequency 9 47 3 8
## Proportion 0.108 0.566 0.036 0.096
##
## Value brevet-CAP-BEP NR
## Frequency 14 2
## Proportion 0.169 0.024
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct
## 83 0 3
##
## Value > bac bac
## Frequency 79 2 2
## Proportion 0.952 0.024 0.024
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct
## 83 0 9
##
## lowest : Achromobacter ssp B.multivorans flore banale Haemophilus influenzae
## highest: Haemophilus influenzae S aureus méti S S maltophilia NR Pseudomonas aeruginosa
##
## (22, 0.265), Achromobacter ssp (1, 0.012), B.multivorans (1, 0.012), flore
## banale (6, 0.072), Haemophilus influenzae (1, 0.012), S aureus méti S (28,
## 0.337), S maltophilia (1, 0.012), NR (1, 0.012), Pseudomonas aeruginosa (22,
## 0.265)
## --------------------------------------------------------------------------------
## pyo.Resistant.ou.sensible
## n missing distinct
## 32 51 3
##
## Value donnee manquante S
## Frequency 10 17 5
## Proportion 0.312 0.531 0.156
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct
## 83 0 7
##
## lowest : S aureus méti R Achromobacter ssp Haemophilus influenzae Nocardia
## highest: Achromobacter ssp Haemophilus influenzae Nocardia S aureus méti S Serratia marcescens
##
## (68, 0.819), S aureus méti R (3, 0.036), Achromobacter ssp (1, 0.012),
## Haemophilus influenzae (2, 0.024), Nocardia (1, 0.012), S aureus méti S (7,
## 0.084), Serratia marcescens (1, 0.012)
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct
## 83 0 3
##
## Value S aureus méti S Serratia marcescens
## Frequency 81 1 1
## Proportion 0.976 0.012 0.012
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct
## 83 0 2
##
## Value Non Oui
## Frequency 60 23
## Proportion 0.723 0.277
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct
## 83 0 3
##
## Value 1 NR
## Frequency 11 71 1
## Proportion 0.133 0.855 0.012
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing distinct
## 83 0 8
##
## lowest : agriculteurs exploitants artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct
## 40 43 7
##
## lowest : artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes ouvriers
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct
## 83 0 5
##
## lowest : KAFTRIO KALYDECO non ORKAMBI SYMKEVI
## highest: KAFTRIO KALYDECO non ORKAMBI SYMKEVI
##
## Value KAFTRIO KALYDECO non ORKAMBI SYMKEVI
## Frequency 10 30 34 8 1
## Proportion 0.120 0.361 0.410 0.096 0.012
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct
## 83 0 3
##
## Value KAFTRIO SYMKEVI
## Frequency 54 28 1
## Proportion 0.651 0.337 0.012
## --------------------------------------------------------------------------------
## MdtsAutomed
## n missing distinct Info Mean Gmd
## 83 0 1 0 1 0
##
## Value 1
## Frequency 83
## Proportion 1
## --------------------------------------------------------------------------------
## NbAutomed
## n missing distinct Info Mean Gmd
## 83 0 7 0.856 2.072 1.47
##
## lowest : 1 2 3 4 5, highest: 3 4 5 6 8
##
## Value 1 2 3 4 5 6 8
## Frequency 42 19 10 5 2 4 1
## Proportion 0.506 0.229 0.120 0.060 0.024 0.048 0.012
## --------------------------------------------------------------------------------
## Antalgique
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.549 63 0.759 0.3703
##
## --------------------------------------------------------------------------------
## antiinflammatoire..VO.ou.cutanée.
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.201 6 0.07229 0.1358
##
## --------------------------------------------------------------------------------
## antispasmodique
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.549 20 0.241 0.3703
##
## --------------------------------------------------------------------------------
## ttt.meteorisme
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.036 1 0.01205 0.0241
##
## --------------------------------------------------------------------------------
## Laxatif
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.071 2 0.0241 0.04761
##
## --------------------------------------------------------------------------------
## Antidiarrhéique
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.201 6 0.07229 0.1358
##
## --------------------------------------------------------------------------------
## antiacide
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.138 4 0.04819 0.09286
##
## --------------------------------------------------------------------------------
## antiémétique
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.071 2 0.0241 0.04761
##
## --------------------------------------------------------------------------------
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.345 11 0.1325 0.2327
##
## --------------------------------------------------------------------------------
## expectorant.fluidifiant.bronchique
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.261 8 0.09639 0.1763
##
## --------------------------------------------------------------------------------
## bronchodilatateur
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.036 1 0.01205 0.0241
##
## --------------------------------------------------------------------------------
## corticoide.cutané
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.105 3 0.03614 0.07053
##
## --------------------------------------------------------------------------------
## Antiinfectieux
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.105 3 0.03614 0.07053
##
## --------------------------------------------------------------------------------
## Antiseptiques
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.071 2 0.0241 0.04761
##
## --------------------------------------------------------------------------------
## antiallergique..antiH1..
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.036 1 0.01205 0.0241
##
## --------------------------------------------------------------------------------
## anxiolytique..benzodiazepine.
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.071 2 0.0241 0.04761
##
## --------------------------------------------------------------------------------
## sedatifs.hypno
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.201 6 0.07229 0.1358
##
## --------------------------------------------------------------------------------
## antihemorragique
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.071 2 0.0241 0.04761
##
## --------------------------------------------------------------------------------
## topique.acne
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.036 1 0.01205 0.0241
##
## --------------------------------------------------------------------------------
## element.mineral.vitamines..Zinc..Mg..
## n missing distinct Info Sum Mean Gmd
## 83 0 2 0.261 8 0.09639 0.1763
##
## --------------------------------------------------------------------------------
## homéopathie
## n missing distinct Info Mean Gmd
## 83 0 3 0.29 0.1325 0.2439
##
## Value 0 1 3
## Frequency 74 8 1
## Proportion 0.892 0.096 0.012
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct
## 83 0 3
##
## Value NA/NR Non Oui
## Frequency 4 68 11
## Proportion 0.048 0.819 0.133
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct
## 83 0 2
##
## Value Non Oui
## Frequency 33 50
## Proportion 0.398 0.602
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct
## 34 49 4
##
## Value Non NR Oui
## Frequency 1 10 4 19
## Proportion 0.029 0.294 0.118 0.559
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct
## 34 49 4
##
## Value Non NR Oui
## Frequency 1 26 4 3
## Proportion 0.029 0.765 0.118 0.088
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct
## 34 49 4
##
## Value Non NR Oui
## Frequency 1 26 4 3
## Proportion 0.029 0.765 0.118 0.088
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct
## 34 49 4
##
## Value Non NR Oui
## Frequency 1 28 4 1
## Proportion 0.029 0.824 0.118 0.029
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct
## 34 49 4
##
## Value Non NR Oui
## Frequency 1 27 4 2
## Proportion 0.029 0.794 0.118 0.059
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct
## 34 49 4
##
## Value Non NR Oui
## Frequency 1 27 4 2
## Proportion 0.029 0.794 0.118 0.059
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct
## 34 49 4
##
## Value Non NR Oui
## Frequency 1 23 4 6
## Proportion 0.029 0.676 0.118 0.176
## --------------------------------------------------------------------------------
## SiOui.HE
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 20 30
## Proportion 0.4 0.6
## --------------------------------------------------------------------------------
## SiOui.Plante
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 38 12
## Proportion 0.76 0.24
## --------------------------------------------------------------------------------
## SiOui.Homeo
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 29 21
## Proportion 0.58 0.42
## --------------------------------------------------------------------------------
## SiOui.Champi
## n missing distinct value
## 50 33 1 Non
##
## Value Non
## Frequency 50
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Algue
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 49 1
## Proportion 0.98 0.02
## --------------------------------------------------------------------------------
## SiOui.ComplAlim
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 38 12
## Proportion 0.76 0.24
## --------------------------------------------------------------------------------
## SiOui.Probio
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 28 22
## Proportion 0.56 0.44
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct
## 51 32 2
##
## Value Non Oui
## Frequency 34 17
## Proportion 0.667 0.333
## --------------------------------------------------------------------------------
## SiOui.FlBach
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 46 4
## Proportion 0.92 0.08
## --------------------------------------------------------------------------------
## SiOui.Tisane
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 27 23
## Proportion 0.54 0.46
## --------------------------------------------------------------------------------
## SiOui.CBD
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 46 4
## Proportion 0.92 0.08
## --------------------------------------------------------------------------------
## SiOuiEpiceArom
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 42 8
## Proportion 0.84 0.16
## --------------------------------------------------------------------------------
## SiOui.Autre
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 45 5
## Proportion 0.9 0.1
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct
## 83 0 4
##
## Value Non NR Oui
## Frequency 1 28 4 50
## Proportion 0.012 0.337 0.048 0.602
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau
## n missing distinct
## 56 27 9
##
## lowest : amelioration respiratoire anti-acné bien être, massage, sommeil confort musculaire hydratation (dont eczema), entretien de la peau, aide à la cicatrisation
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR prise en charge d'un traumatisme benin
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau
## n missing distinct
## 56 27 8
##
## lowest : anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil confort musculaire
## highest: bien être, massage, sommeil confort musculaire nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct
## 80 3 3
##
## Value Non NR Oui
## Frequency 13 21 46
## Proportion 0.162 0.262 0.575
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct
## 65 18 7
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct
## 65 18 3
##
## (29, 0.446), avis, retours, conseils sur ce produit (3, 0.046), NR (33, 0.508)
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct
## 80 3 3
##
## Value Non NR Oui
## Frequency 43 21 16
## Proportion 0.537 0.262 0.200
## --------------------------------------------------------------------------------
## CritProvCategorieOui
## n missing distinct
## 38 45 3
##
## Value en pharmacie fabrique en France NR
## Frequency 2 10 26
## Proportion 0.053 0.263 0.684
## --------------------------------------------------------------------------------
## CritProvCategorie2
## n missing distinct
## 42 41 4
##
## Value fabrique en Asie fabrique en Europe
## Frequency 14 1 1
## Proportion 0.333 0.024 0.024
##
## Value NR
## Frequency 26
## Proportion 0.619
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct
## 80 3 3
##
## Value Non NR Oui
## Frequency 43 21 16
## Proportion 0.537 0.262 0.200
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct
## 80 3 3
##
## Value Non NR Oui
## Frequency 48 21 11
## Proportion 0.600 0.262 0.138
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 51 1 31
## Proportion 0.614 0.012 0.373
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 78 1 4
## Proportion 0.940 0.012 0.048
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 70 1 12
## Proportion 0.843 0.012 0.145
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 77 1 5
## Proportion 0.928 0.012 0.060
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 63 4 16
## Proportion 0.759 0.048 0.193
## --------------------------------------------------------------------------------
## Psychia
## n missing distinct
## 10 73 2
##
## Value Non NR
## Frequency 9 1
## Proportion 0.9 0.1
## --------------------------------------------------------------------------------
## Psychol
## n missing distinct
## 10 73 3
##
## Value Non NR Oui
## Frequency 1 1 8
## Proportion 0.1 0.1 0.8
## --------------------------------------------------------------------------------
## Psychotp
## n missing distinct
## 10 73 2
##
## Value Non NR
## Frequency 9 1
## Proportion 0.9 0.1
## --------------------------------------------------------------------------------
## PsyAutre
## n missing distinct
## 10 73 3
##
## Value Non NR Oui
## Frequency 8 1 1
## Proportion 0.8 0.1 0.1
## --------------------------------------------------------------------------------
## Regime
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 73 2 8
## Proportion 0.880 0.024 0.096
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 80 2 1
## Proportion 0.964 0.024 0.012
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct
## 83 0 2
##
## Value Non NR
## Frequency 81 2
## Proportion 0.976 0.024
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct
## 83 0 2
##
## Value Non NR
## Frequency 81 2
## Proportion 0.976 0.024
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 80 2 1
## Proportion 0.964 0.024 0.012
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 75 2 6
## Proportion 0.904 0.024 0.072
## --------------------------------------------------------------------------------
## Budget
## n missing distinct
## 83 0 5
##
## lowest : < 2Non > 5Non 2Non - 5Non autre NR
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre NR
## Frequency 22 9 29 4 19
## Proportion 0.265 0.108 0.349 0.048 0.229
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale
## n missing distinct
## 10 73 4
##
## Value donnee manquante initiative personnelle NR
## Frequency 1 2 2
## Proportion 0.1 0.2 0.2
##
## Value raison medicale
## Frequency 5
## Proportion 0.5
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct
## 82 1 3
##
## Value Non NR Oui
## Frequency 63 6 13
## Proportion 0.768 0.073 0.159
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct
## 82 1 3
##
## Value Non NR Oui
## Frequency 42 11 29
## Proportion 0.512 0.134 0.354
## --------------------------------------------------------------------------------
## SiOui.MedG
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 18 10 11
## Proportion 0.462 0.256 0.282
## --------------------------------------------------------------------------------
## SiOui.MedSpe
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 18 10 11
## Proportion 0.462 0.256 0.282
## --------------------------------------------------------------------------------
## SiOui.PharmOff
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 15 10 14
## Proportion 0.385 0.256 0.359
## --------------------------------------------------------------------------------
## SiOui.PharmH
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 26 10 3
## Proportion 0.667 0.256 0.077
## --------------------------------------------------------------------------------
## SiOui.kine
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 26 10 3
## Proportion 0.667 0.256 0.077
## --------------------------------------------------------------------------------
## SiOui.ost
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 28 10 1
## Proportion 0.718 0.256 0.026
## --------------------------------------------------------------------------------
## SiOui.InfLib
## n missing distinct
## 39 44 2
##
## Value Non NR
## Frequency 29 10
## Proportion 0.744 0.256
## --------------------------------------------------------------------------------
## SiOui.InfH
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 24 10 5
## Proportion 0.615 0.256 0.128
## --------------------------------------------------------------------------------
## SiOui.Diet
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 25 10 4
## Proportion 0.641 0.256 0.103
## --------------------------------------------------------------------------------
## SiOui.Nat
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 26 10 3
## Proportion 0.667 0.256 0.077
## --------------------------------------------------------------------------------
## SiOui.Autre.1
## n missing distinct
## 39 44 2
##
## Value Non NR
## Frequency 29 10
## Proportion 0.744 0.256
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 56 3 24
## Proportion 0.675 0.036 0.289
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct
## 82 1 3
##
## Value Non NR Oui
## Frequency 66 11 5
## Proportion 0.805 0.134 0.061
## --------------------------------------------------------------------------------
## Expression
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 35 2 46
## Proportion 0.422 0.024 0.554
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct
## 83 0 3
##
## Value NA/NR Non Oui
## Frequency 4 68 11
## Proportion 0.048 0.819 0.133
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct
## 83 0 2
##
## Value Non Oui
## Frequency 33 50
## Proportion 0.398 0.602
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse.1
## n missing distinct
## 33 50 3
##
## Value Non NR Oui
## Frequency 10 4 19
## Proportion 0.303 0.121 0.576
## --------------------------------------------------------------------------------
## SiNon.PasEfficace.1
## n missing distinct
## 33 50 3
##
## Value Non NR Oui
## Frequency 26 4 3
## Proportion 0.788 0.121 0.091
## --------------------------------------------------------------------------------
## SiNon.Mauvais.1
## n missing distinct
## 33 50 3
##
## Value Non NR Oui
## Frequency 26 4 3
## Proportion 0.788 0.121 0.091
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn.1
## n missing distinct
## 33 50 3
##
## Value Non NR Oui
## Frequency 28 4 1
## Proportion 0.848 0.121 0.030
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro.1
## n missing distinct
## 33 50 3
##
## Value Non NR Oui
## Frequency 27 4 2
## Proportion 0.818 0.121 0.061
## --------------------------------------------------------------------------------
## SiNon.PasBudget.1
## n missing distinct
## 33 50 3
##
## Value Non NR Oui
## Frequency 27 4 2
## Proportion 0.818 0.121 0.061
## --------------------------------------------------------------------------------
## SiNon.Autre.1
## n missing distinct
## 33 50 3
##
## Value Non NR Oui
## Frequency 23 4 6
## Proportion 0.697 0.121 0.182
## --------------------------------------------------------------------------------
## SiOui.HE.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 20 30
## Proportion 0.4 0.6
## --------------------------------------------------------------------------------
## SiOui.Plante.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 38 12
## Proportion 0.76 0.24
## --------------------------------------------------------------------------------
## SiOui.Homeo.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 29 21
## Proportion 0.58 0.42
## --------------------------------------------------------------------------------
## SiOui.Champi.1
## n missing distinct value
## 50 33 1 Non
##
## Value Non
## Frequency 50
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Algue.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 49 1
## Proportion 0.98 0.02
## --------------------------------------------------------------------------------
## SiOui.ComplAlim.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 38 12
## Proportion 0.76 0.24
## --------------------------------------------------------------------------------
## SiOui.Probio.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 28 22
## Proportion 0.56 0.44
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct
## 51 32 2
##
## Value Non Oui
## Frequency 34 17
## Proportion 0.667 0.333
## --------------------------------------------------------------------------------
## SiOui.FlBach.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 46 4
## Proportion 0.92 0.08
## --------------------------------------------------------------------------------
## SiOui.Tisane.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 27 23
## Proportion 0.54 0.46
## --------------------------------------------------------------------------------
## SiOui.CBD.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 46 4
## Proportion 0.92 0.08
## --------------------------------------------------------------------------------
## SiOuiEpiceArom.1
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 42 8
## Proportion 0.84 0.16
## --------------------------------------------------------------------------------
## SiOui.Autre.2
## n missing distinct
## 50 33 2
##
## Value Non Oui
## Frequency 45 5
## Proportion 0.9 0.1
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct
## 83 0 4
##
## Value Non NR Oui
## Frequency 1 28 4 50
## Proportion 0.012 0.337 0.048 0.602
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau.1
## n missing distinct
## 56 27 9
##
## lowest : amelioration respiratoire anti-acné bien être, massage, sommeil confort musculaire hydratation (dont eczema), entretien de la peau, aide à la cicatrisation
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR prise en charge d'un traumatisme benin
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau.1
## n missing distinct
## 56 27 8
##
## lowest : anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil confort musculaire
## highest: bien être, massage, sommeil confort musculaire nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct
## 80 3 3
##
## Value Non NR Oui
## Frequency 13 21 46
## Proportion 0.162 0.262 0.575
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct
## 65 18 7
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct
## 65 18 3
##
## (29, 0.446), avis, retours, conseils sur ce produit (3, 0.046), NR (33, 0.508)
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct
## 80 3 3
##
## Value Non NR Oui
## Frequency 43 21 16
## Proportion 0.537 0.262 0.200
## --------------------------------------------------------------------------------
## CritProvCategorieOui.1
## n missing distinct
## 38 45 3
##
## Value en pharmacie fabrique en France NR
## Frequency 2 10 26
## Proportion 0.053 0.263 0.684
## --------------------------------------------------------------------------------
## CritProvCategorie2.1
## n missing distinct
## 42 41 4
##
## Value fabrique en Asie fabrique en Europe
## Frequency 14 1 1
## Proportion 0.333 0.024 0.024
##
## Value NR
## Frequency 26
## Proportion 0.619
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct
## 80 3 3
##
## Value Non NR Oui
## Frequency 43 21 16
## Proportion 0.537 0.262 0.200
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct
## 80 3 3
##
## Value Non NR Oui
## Frequency 48 21 11
## Proportion 0.600 0.262 0.138
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 51 1 31
## Proportion 0.614 0.012 0.373
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 78 1 4
## Proportion 0.940 0.012 0.048
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 70 1 12
## Proportion 0.843 0.012 0.145
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 77 1 5
## Proportion 0.928 0.012 0.060
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 63 4 16
## Proportion 0.759 0.048 0.193
## --------------------------------------------------------------------------------
## Psychia.1
## n missing distinct
## 10 73 2
##
## Value Non NR
## Frequency 9 1
## Proportion 0.9 0.1
## --------------------------------------------------------------------------------
## Psychol.1
## n missing distinct
## 10 73 3
##
## Value Non NR Oui
## Frequency 1 1 8
## Proportion 0.1 0.1 0.8
## --------------------------------------------------------------------------------
## Psychotp.1
## n missing distinct
## 10 73 2
##
## Value Non NR
## Frequency 9 1
## Proportion 0.9 0.1
## --------------------------------------------------------------------------------
## PsyAutre.1
## n missing distinct
## 10 73 3
##
## Value Non NR Oui
## Frequency 8 1 1
## Proportion 0.8 0.1 0.1
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 73 2 8
## Proportion 0.880 0.024 0.096
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 80 2 1
## Proportion 0.964 0.024 0.012
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct
## 83 0 2
##
## Value Non NR
## Frequency 81 2
## Proportion 0.976 0.024
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct
## 83 0 2
##
## Value Non NR
## Frequency 81 2
## Proportion 0.976 0.024
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 80 2 1
## Proportion 0.964 0.024 0.012
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 75 2 6
## Proportion 0.904 0.024 0.072
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct
## 83 0 5
##
## lowest : < 2Non > 5Non 2Non - 5Non autre NR
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre NR
## Frequency 22 9 29 4 19
## Proportion 0.265 0.108 0.349 0.048 0.229
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale.1
## n missing distinct
## 10 73 4
##
## Value donnee manquante initiative personnelle NR
## Frequency 1 2 2
## Proportion 0.1 0.2 0.2
##
## Value raison medicale
## Frequency 5
## Proportion 0.5
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct
## 82 1 3
##
## Value Non NR Oui
## Frequency 63 6 13
## Proportion 0.768 0.073 0.159
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct
## 82 1 3
##
## Value Non NR Oui
## Frequency 42 11 29
## Proportion 0.512 0.134 0.354
## --------------------------------------------------------------------------------
## SiOui.MedG.1
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 18 10 11
## Proportion 0.462 0.256 0.282
## --------------------------------------------------------------------------------
## SiOui.MedSpe.1
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 18 10 11
## Proportion 0.462 0.256 0.282
## --------------------------------------------------------------------------------
## SiOui.PharmOff.1
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 15 10 14
## Proportion 0.385 0.256 0.359
## --------------------------------------------------------------------------------
## SiOui.PharmH.1
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 26 10 3
## Proportion 0.667 0.256 0.077
## --------------------------------------------------------------------------------
## SiOui.kine.1
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 26 10 3
## Proportion 0.667 0.256 0.077
## --------------------------------------------------------------------------------
## SiOui.ost.1
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 28 10 1
## Proportion 0.718 0.256 0.026
## --------------------------------------------------------------------------------
## SiOui.InfLib.1
## n missing distinct
## 39 44 2
##
## Value Non NR
## Frequency 29 10
## Proportion 0.744 0.256
## --------------------------------------------------------------------------------
## SiOui.InfH.1
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 24 10 5
## Proportion 0.615 0.256 0.128
## --------------------------------------------------------------------------------
## SiOui.Diet.1
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 25 10 4
## Proportion 0.641 0.256 0.103
## --------------------------------------------------------------------------------
## SiOui.Nat.1
## n missing distinct
## 39 44 3
##
## Value Non NR Oui
## Frequency 26 10 3
## Proportion 0.667 0.256 0.077
## --------------------------------------------------------------------------------
## SiOui.Autre.3
## n missing distinct
## 39 44 2
##
## Value Non NR
## Frequency 29 10
## Proportion 0.744 0.256
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 56 3 24
## Proportion 0.675 0.036 0.289
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct
## 82 1 3
##
## Value Non NR Oui
## Frequency 66 11 5
## Proportion 0.805 0.134 0.061
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct
## 83 0 3
##
## Value Non NR Oui
## Frequency 35 2 46
## Proportion 0.422 0.024 0.554
## --------------------------------------------------------------------------------by(Descriptif_Mucautomed_V1,Descriptif_Mucautomed_V1$ConsoMedCompl,Hmisc::describe)## Descriptif_Mucautomed_V1$ConsoMedCompl:
## data[x, , drop = FALSE]
##
## 184 Variables 38 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct
## 38 0 2
##
## Value Adulte Péditrie
## Frequency 34 4
## Proportion 0.895 0.105
## --------------------------------------------------------------------------------
## Rempli_Parent
## n missing distinct
## 4 34 2
##
## Value Non Oui
## Frequency 2 2
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd .05 .10
## 38 0 38 1 33.28 14.39 16.48 18.96
## .25 .50 .75 .90 .95
## 23.32 33.47 41.54 46.69 52.74
##
## lowest : 7.58 11.63 17.34 18.54 19.14, highest: 45.53 49.40 51.12 61.92 68.11
## --------------------------------------------------------------------------------
## Genre
## n missing distinct
## 38 0 2
##
## Value F M
## Frequency 17 21
## Proportion 0.447 0.553
## --------------------------------------------------------------------------------
## Grossesse
## n missing distinct Info Sum Mean Gmd
## 5 33 2 0.5 1 0.2 0.4
##
## --------------------------------------------------------------------------------
## TrimGro
## n missing distinct Info Mean Gmd
## 1 37 1 0 1 NA
##
## Value 1
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd .05 .10
## 37 1 22 0.993 1.638 0.1189 1.481 1.542
## .25 .50 .75 .90 .95
## 1.570 1.650 1.700 1.754 1.770
##
## lowest : 1.232 1.405 1.500 1.530 1.550, highest: 1.730 1.750 1.760 1.810 1.860
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd .05 .10
## 37 1 28 0.999 58.71 15.98 42.7 46.6
## .25 .50 .75 .90 .95
## 51.0 57.0 63.3 75.2 79.0
##
## lowest : 22.9 31.5 45.5 46.0 47.0, highest: 71.0 74.0 77.0 87.0 125.0
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd .05 .10
## 37 1 37 1 21.57 4.037 16.56 17.90
## .25 .50 .75 .90 .95
## 19.47 21.10 22.64 25.21 26.08
##
## lowest : 15.09 15.96 16.71 17.65 18.07, highest: 24.86 25.73 25.96 26.56 40.82
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd
## 2 36 2 1 1989 12
##
## Value 1983 1995
## Frequency 1 1
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 37 1
## Proportion 0.974 0.026
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct
## 38 0 2
##
## Value poumon, foie, rein
## Frequency 37 1
## Proportion 0.974 0.026
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd .05 .10
## 37 1 31 0.999 82.92 29.6 45.4 46.6
## .25 .50 .75 .90 .95
## 62.0 90.0 104.0 112.0 120.2
##
## lowest : 40 43 46 47 48, highest: 108 118 120 121 127
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd .05 .10
## 37 1 37 1 2615 1245 1104 1266
## .25 .50 .75 .90 .95
## 1820 2670 3310 3908 4256
##
## lowest : 300 1000 1130 1200 1310, highest: 3900 3920 4200 4480 5470
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct
## 38 0 4
##
## Value insulino-requerant non
## Frequency 3 6 27
## Proportion 0.079 0.158 0.711
##
## Value non insulino-requerant
## Frequency 2
## Proportion 0.053
## --------------------------------------------------------------------------------
## Zscore
## n missing distinct Info Mean Gmd
## 2 36 2 1 -0.48 0.16
##
## Value -0.56 -0.40
## Frequency 1 1
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Sum Mean Gmd
## 35 3 2 0.235 3 0.08571 0.1613
##
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct
## 38 0 6
##
## lowest : > bac aucun ou < CEP bac brevet-CAP-BEP
## highest: > bac aucun ou < CEP bac brevet-CAP-BEP NR
##
## Value > bac aucun ou < CEP bac
## Frequency 1 17 3 8
## Proportion 0.026 0.447 0.079 0.211
##
## Value brevet-CAP-BEP NR
## Frequency 8 1
## Proportion 0.211 0.026
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct
## 38 0 2
##
## Value > bac
## Frequency 36 2
## Proportion 0.947 0.053
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct
## 38 0 5
##
## lowest : Achromobacter ssp flore banale S aureus méti S Pseudomonas aeruginosa
## highest: Achromobacter ssp flore banale S aureus méti S Pseudomonas aeruginosa
##
## Value Achromobacter ssp flore banale
## Frequency 3 2 1
## Proportion 0.079 0.053 0.026
##
## Value S aureus méti S Pseudomonas aeruginosa
## Frequency 12 20
## Proportion 0.316 0.526
## --------------------------------------------------------------------------------
## pyo.Resistant.ou.sensible
## n missing distinct
## 21 17 5
##
## lowest : donnee manquante R S S et R
## highest: donnee manquante R S S et R
##
## Value donnee manquante R S
## Frequency 1 7 3 7
## Proportion 0.048 0.333 0.143 0.333
##
## Value S et R
## Frequency 3
## Proportion 0.143
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct
## 38 0 9
##
## lowest : S aureus méti R Achromobacter ssp Haemophilus influenzae Pa résistant
## highest: Pa résistant Proteus mirabilis S aureus méti S S maltophilia Serratia marcescens
##
## (21, 0.553), S aureus méti R (1, 0.026), Achromobacter ssp (1, 0.026),
## Haemophilus influenzae (4, 0.105), Pa résistant (1, 0.026), Proteus mirabilis
## (1, 0.026), S aureus méti S (7, 0.184), S maltophilia (1, 0.026), Serratia
## marcescens (1, 0.026)
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct
## 38 0 3
##
## Value S aureus méti R S aureus méti S
## Frequency 36 1 1
## Proportion 0.947 0.026 0.026
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 18 20
## Proportion 0.474 0.526
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct
## 38 0 4
##
## Value 0 1 NR
## Frequency 1 1 35 1
## Proportion 0.026 0.026 0.921 0.026
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct value
## 3 35 1
##
## Value
## Frequency 3
## Proportion 1
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct
## 38 0 4
##
## Value KAFTRIO KALYDECO non
## Frequency 1 2 21 14
## Proportion 0.026 0.053 0.553 0.368
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct
## 38 0 3
##
## Value KAFTRIO SYMKEVI
## Frequency 17 20 1
## Proportion 0.447 0.526 0.026
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.HE
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Plante
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Homeo
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Champi
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Algue
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.ComplAlim
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Probio
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.FlBach
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Tisane
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.CBD
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOuiEpiceArom
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Autre
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritProvCategorieOui
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritProvCategorie2
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Psychia
## n missing distinct value
## 2 36 1
##
## Value
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Psychol
## n missing distinct value
## 2 36 1
##
## Value
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Psychotp
## n missing distinct value
## 2 36 1
##
## Value
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## PsyAutre
## n missing distinct value
## 2 36 1
##
## Value
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Regime
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Budget
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.MedG
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.MedSpe
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.PharmOff
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.PharmH
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.kine
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.ost
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.InfLib
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.InfH
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Diet
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Nat
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Autre.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Expression
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasEfficace.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Mauvais.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasBudget.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Autre.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.HE.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Plante.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Homeo.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Champi.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Algue.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.ComplAlim.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Probio.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.FlBach.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Tisane.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.CBD.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOuiEpiceArom.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Autre.2
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritProvCategorieOui.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritProvCategorie2.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Psychia.1
## n missing distinct value
## 2 36 1
##
## Value
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Psychol.1
## n missing distinct value
## 2 36 1
##
## Value
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Psychotp.1
## n missing distinct value
## 2 36 1
##
## Value
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## PsyAutre.1
## n missing distinct value
## 2 36 1
##
## Value
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.MedG.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.MedSpe.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.PharmOff.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.PharmH.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.kine.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.ost.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.InfLib.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.InfH.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Diet.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Nat.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Autre.3
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct value
## 38 0 1
##
## Value
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] MdtsAutomed
## [2] NbAutomed
## [3] Antalgique
## [4] antiinflammatoire..VO.ou.cutanée.
## [5] antispasmodique
## [6] ttt.meteorisme
## [7] Laxatif
## [8] Antidiarrhéique
## [9] antiacide
## [10] antiémétique
## [11] spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## [12] expectorant.fluidifiant.bronchique
## [13] bronchodilatateur
## [14] corticoide.cutané
## [15] Antiinfectieux
## [16] Antiseptiques
## [17] antiallergique..antiH1..
## [18] anxiolytique..benzodiazepine.
## [19] sedatifs.hypno
## [20] antihemorragique
## [21] topique.acne
## [22] element.mineral.vitamines..Zinc..Mg..
## [23] homéopathie
## ------------------------------------------------------------
## Descriptif_Mucautomed_V1$ConsoMedCompl: Non
## data[x, , drop = FALSE]
##
## 184 Variables 64 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct
## 64 0 2
##
## Value Adulte Péditrie
## Frequency 28 36
## Proportion 0.438 0.562
## --------------------------------------------------------------------------------
## Rempli_Parent
## n missing distinct value
## 36 28 1 Oui
##
## Value Oui
## Frequency 36
## Proportion 1
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd .05 .10
## 64 0 64 1 21.9 14.82 6.982 8.417
## .25 .50 .75 .90 .95
## 12.070 16.990 27.535 40.957 50.242
##
## lowest : 4.62 5.79 6.18 6.83 7.84, highest: 48.67 50.52 53.58 53.99 56.99
## --------------------------------------------------------------------------------
## Genre
## n missing distinct
## 64 0 2
##
## Value F M
## Frequency 26 38
## Proportion 0.406 0.594
## --------------------------------------------------------------------------------
## Grossesse
## n missing distinct Info Sum Mean Gmd
## 14 50 2 0.2 1 0.07143 0.1429
##
## --------------------------------------------------------------------------------
## TrimGro
## n missing distinct Info Mean Gmd
## 1 63 1 0 1 NA
##
## Value 1
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd .05 .10
## 64 0 41 0.999 1.568 0.2042 1.172 1.310
## .25 .50 .75 .90 .95
## 1.460 1.640 1.700 1.747 1.760
##
## lowest : 1.030 1.070 1.135 1.160 1.240, highest: 1.756 1.760 1.770 1.800 1.850
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd .05 .10
## 64 0 46 0.999 50.53 19.74 20.79 26.79
## .25 .50 .75 .90 .95
## 33.85 54.00 64.50 70.00 73.85
##
## lowest : 16.0 17.0 19.8 20.4 23.0, highest: 70.0 73.0 74.0 75.0 88.0
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd .05 .10
## 64 0 61 1 19.78 4.158 14.96 15.36
## .25 .50 .75 .90 .95
## 16.79 19.23 22.60 25.16 25.75
##
## lowest : 13.98 14.54 14.57 14.96 14.99, highest: 25.61 25.78 26.49 27.16 27.22
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd .05 .10
## 61 3 29 0.998 2004 12.42 1981 1989
## .25 .50 .75 .90 .95
## 1997 2007 2012 2015 2017
##
## lowest : 1968 1972 1978 1981 1982, highest: 2015 2016 2017 2018 2020
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct
## 64 0 2
##
## Value Non Oui
## Frequency 61 3
## Proportion 0.953 0.047
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct
## 64 0 3
##
## Value poumons poumons (bipulmonaire)
## Frequency 61 2 1
## Proportion 0.953 0.031 0.016
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd .05 .10
## 61 3 39 0.999 86.92 26.02 38 50
## .25 .50 .75 .90 .95
## 79 89 103 113 119
##
## lowest : 30 35 38 44 49, highest: 118 119 120 122 128
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd .05 .10
## 61 3 59 1 2450 1080 1100 1260
## .25 .50 .75 .90 .95
## 1710 2340 3330 3600 3750
##
## lowest : 860 880 1040 1100 1190, highest: 3700 3750 4180 4200 4390
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct
## 64 0 4
##
## Value insulino-requerant non
## Frequency 2 14 45
## Proportion 0.031 0.219 0.703
##
## Value non insulino-requerant
## Frequency 3
## Proportion 0.047
## --------------------------------------------------------------------------------
## Zscore
## n missing distinct Info Mean Gmd .05 .10
## 35 29 35 1 0.2429 1.347 -1.516 -1.030
## .25 .50 .75 .90 .95
## -0.430 0.010 0.705 2.178 2.687
##
## lowest : -2.15 -1.60 -1.48 -1.15 -0.85, highest: 1.80 2.43 2.51 3.10 3.44
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Sum Mean Gmd
## 56 8 2 0.287 6 0.1071 0.1948
##
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct
## 64 0 6
##
## lowest : > bac aucun ou < CEP bac brevet-CAP-BEP
## highest: > bac aucun ou < CEP bac brevet-CAP-BEP NR
##
## Value > bac aucun ou < CEP bac
## Frequency 1 40 1 6
## Proportion 0.016 0.625 0.016 0.094
##
## Value brevet-CAP-BEP NR
## Frequency 13 3
## Proportion 0.203 0.047
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct
## 64 0 2
##
## Value bac
## Frequency 63 1
## Proportion 0.984 0.016
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct
## 64 0 8
##
## lowest : Achromobacter ssp Autre bactérie flore banale Haemophilus influenzae
## highest: flore banale Haemophilus influenzae S aureus méti S S maltophilia Pseudomonas aeruginosa
##
## (10, 0.156), Achromobacter ssp (1, 0.016), Autre bactérie (2, 0.031), flore
## banale (5, 0.078), Haemophilus influenzae (1, 0.016), S aureus méti S (22,
## 0.344), S maltophilia (2, 0.031), Pseudomonas aeruginosa (21, 0.328)
## --------------------------------------------------------------------------------
## pyo.Resistant.ou.sensible
## n missing distinct
## 21 43 3
##
## Value donnee manquante S
## Frequency 1 16 4
## Proportion 0.048 0.762 0.190
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct
## 64 0 6
##
## lowest : S aureus méti R Achromobacter ssp Haemophilus influenzae S aureus méti S
## highest: S aureus méti R Achromobacter ssp Haemophilus influenzae S aureus méti S Serratia marcescens
##
## Value S aureus méti R Achromobacter ssp
## Frequency 48 3 1
## Proportion 0.750 0.047 0.016
##
## Value Haemophilus influenzae S aureus méti S Serratia marcescens
## Frequency 2 9 1
## Proportion 0.031 0.141 0.016
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct
## 64 0 5
##
## lowest : Achromobacter ssp Autre bactérie S aureus méti S Serratia marcescens
## highest: Achromobacter ssp Autre bactérie S aureus méti S Serratia marcescens
##
## Value Achromobacter ssp Autre bactérie
## Frequency 60 1 1
## Proportion 0.938 0.016 0.016
##
## Value S aureus méti S Serratia marcescens
## Frequency 1 1
## Proportion 0.016 0.016
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct
## 64 0 2
##
## Value Non Oui
## Frequency 42 22
## Proportion 0.656 0.344
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct
## 64 0 4
##
## Value 0 1 NR
## Frequency 1 2 60 1
## Proportion 0.016 0.031 0.938 0.016
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing distinct
## 64 0 8
##
## lowest : agriculteurs exploitants artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct
## 36 28 5
##
## lowest : artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures professions intermediaires sans activite professionnelle
## highest: artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct
## 64 0 5
##
## lowest : KAFTRIO KALYDECO non ORKAMBI SYMKEVI
## highest: KAFTRIO KALYDECO non ORKAMBI SYMKEVI
##
## Value KAFTRIO KALYDECO non ORKAMBI SYMKEVI
## Frequency 5 22 31 4 2
## Proportion 0.078 0.344 0.484 0.062 0.031
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct
## 64 0 3
##
## Value KAFTRIO SYMKEVI
## Frequency 44 19 1
## Proportion 0.688 0.297 0.016
## --------------------------------------------------------------------------------
## MdtsAutomed
## n missing distinct Info Sum Mean Gmd
## 64 0 2 0.749 33 0.5156 0.5074
##
## --------------------------------------------------------------------------------
## NbAutomed
## n missing distinct Info Mean Gmd
## 64 0 4 0.843 0.7188 0.8581
##
## Value 0 1 2 3
## Frequency 31 22 9 2
## Proportion 0.484 0.344 0.141 0.031
## --------------------------------------------------------------------------------
## Antalgique
## n missing distinct Info Sum Mean Gmd
## 33 31 2 0.248 30 0.9091 0.1705
##
## --------------------------------------------------------------------------------
## antiinflammatoire..VO.ou.cutanée.
## n missing distinct Info Sum Mean Gmd
## 33 31 2 0.088 1 0.0303 0.06061
##
## --------------------------------------------------------------------------------
## antispasmodique
## n missing distinct Info Sum Mean Gmd
## 33 31 2 0.386 5 0.1515 0.2652
##
## --------------------------------------------------------------------------------
## ttt.meteorisme
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## Laxatif
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## Antidiarrhéique
## n missing distinct Info Sum Mean Gmd
## 33 31 2 0.248 3 0.09091 0.1705
##
## --------------------------------------------------------------------------------
## antiacide
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## antiémétique
## n missing distinct Info Sum Mean Gmd
## 33 31 2 0.171 2 0.06061 0.1174
##
## --------------------------------------------------------------------------------
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## expectorant.fluidifiant.bronchique
## n missing distinct Info Sum Mean Gmd
## 33 31 2 0.088 1 0.0303 0.06061
##
## --------------------------------------------------------------------------------
## bronchodilatateur
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## corticoide.cutané
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## Antiinfectieux
## n missing distinct Info Sum Mean Gmd
## 33 31 2 0.088 1 0.0303 0.06061
##
## --------------------------------------------------------------------------------
## Antiseptiques
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## antiallergique..antiH1..
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## anxiolytique..benzodiazepine.
## n missing distinct Info Sum Mean Gmd
## 33 31 2 0.088 1 0.0303 0.06061
##
## --------------------------------------------------------------------------------
## sedatifs.hypno
## n missing distinct Info Sum Mean Gmd
## 33 31 2 0.088 1 0.0303 0.06061
##
## --------------------------------------------------------------------------------
## antihemorragique
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## topique.acne
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## element.mineral.vitamines..Zinc..Mg..
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## homéopathie
## n missing distinct Info Mean Gmd
## 33 31 1 0 0 0
##
## Value 0
## Frequency 33
## Proportion 1
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct
## 64 0 3
##
## Value NA/NR Non Oui
## Frequency 5 55 4
## Proportion 0.078 0.859 0.062
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct value
## 64 0 1 Non
##
## Value Non
## Frequency 64
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 19 7 38
## Proportion 0.297 0.109 0.594
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 49 7 8
## Proportion 0.766 0.109 0.125
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 54 7 3
## Proportion 0.844 0.109 0.047
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 56 7 1
## Proportion 0.875 0.109 0.016
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 55 7 2
## Proportion 0.859 0.109 0.031
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 54 7 3
## Proportion 0.844 0.109 0.047
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 41 7 16
## Proportion 0.641 0.109 0.250
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct value
## 1 63 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 33 3 28
## Proportion 0.516 0.047 0.438
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau
## n missing distinct
## 31 33 7
##
## lowest : anti-acné anti-infectieux (gel hydroalcoolique) hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau
## n missing distinct
## 31 33 3
##
## Value NR protection solaire
## Frequency 25 3 3
## Proportion 0.806 0.097 0.097
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct
## 60 4 3
##
## Value Non NR Oui
## Frequency 8 25 27
## Proportion 0.133 0.417 0.450
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct
## 51 13 7
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct
## 51 13 4
##
## (11, 0.216), avis, retours, conseils sur ce produit (2, 0.039), NR (37, 0.725),
## produit efficace (1, 0.020)
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct
## 60 4 3
##
## Value Non NR Oui
## Frequency 31 25 4
## Proportion 0.517 0.417 0.067
## --------------------------------------------------------------------------------
## CritProvCategorieOui
## n missing distinct
## 30 34 3
##
## Value en pharmacie fabrique en France NR
## Frequency 1 3 26
## Proportion 0.033 0.100 0.867
## --------------------------------------------------------------------------------
## CritProvCategorie2
## n missing distinct
## 31 33 2
##
## Value NR
## Frequency 5 26
## Proportion 0.161 0.839
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct
## 60 4 3
##
## Value Non NR Oui
## Frequency 28 25 7
## Proportion 0.467 0.417 0.117
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct
## 59 5 3
##
## Value Non NR Oui
## Frequency 32 25 2
## Proportion 0.542 0.424 0.034
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 53 1 10
## Proportion 0.828 0.016 0.156
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct
## 64 0 2
##
## Value Non NR
## Frequency 63 1
## Proportion 0.984 0.016
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 60 1 3
## Proportion 0.938 0.016 0.047
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 61 1 2
## Proportion 0.953 0.016 0.031
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 55 4 5
## Proportion 0.859 0.062 0.078
## --------------------------------------------------------------------------------
## Psychia
## n missing distinct
## 6 58 3
##
## Value Non NR Oui
## Frequency 3 2 1
## Proportion 0.500 0.333 0.167
## --------------------------------------------------------------------------------
## Psychol
## n missing distinct
## 6 58 2
##
## Value NR Oui
## Frequency 2 4
## Proportion 0.333 0.667
## --------------------------------------------------------------------------------
## Psychotp
## n missing distinct
## 6 58 2
##
## Value Non NR
## Frequency 4 2
## Proportion 0.667 0.333
## --------------------------------------------------------------------------------
## PsyAutre
## n missing distinct
## 6 58 3
##
## Value Non NR Oui
## Frequency 3 2 1
## Proportion 0.500 0.333 0.167
## --------------------------------------------------------------------------------
## Regime
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 52 2 10
## Proportion 0.812 0.031 0.156
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 61 2 1
## Proportion 0.953 0.031 0.016
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct
## 64 0 2
##
## Value Non NR
## Frequency 62 2
## Proportion 0.969 0.031
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 61 2 1
## Proportion 0.953 0.031 0.016
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 61 2 1
## Proportion 0.953 0.031 0.016
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 55 2 7
## Proportion 0.859 0.031 0.109
## --------------------------------------------------------------------------------
## Budget
## n missing distinct
## 64 0 5
##
## lowest : < 2Non > 5Non 2Non - 5Non autre NR
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre NR
## Frequency 14 2 14 2 32
## Proportion 0.219 0.031 0.219 0.031 0.500
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale
## n missing distinct
## 13 51 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 1 1 1
## Proportion 0.077 0.077 0.077
##
## Value NR raison medicale
## Frequency 2 8
## Proportion 0.154 0.615
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct
## 63 1 3
##
## Value Non NR Oui
## Frequency 44 12 7
## Proportion 0.698 0.190 0.111
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct
## 61 3 3
##
## Value Non NR Oui
## Frequency 37 15 9
## Proportion 0.607 0.246 0.148
## --------------------------------------------------------------------------------
## SiOui.MedG
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 4 15 5
## Proportion 0.167 0.625 0.208
## --------------------------------------------------------------------------------
## SiOui.MedSpe
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 3 15 6
## Proportion 0.125 0.625 0.250
## --------------------------------------------------------------------------------
## SiOui.PharmOff
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 4 15 5
## Proportion 0.167 0.625 0.208
## --------------------------------------------------------------------------------
## SiOui.PharmH
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 8 15 1
## Proportion 0.333 0.625 0.042
## --------------------------------------------------------------------------------
## SiOui.kine
## n missing distinct
## 24 40 2
##
## Value Non NR
## Frequency 9 15
## Proportion 0.375 0.625
## --------------------------------------------------------------------------------
## SiOui.ost
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 8 15 1
## Proportion 0.333 0.625 0.042
## --------------------------------------------------------------------------------
## SiOui.InfLib
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 8 15 1
## Proportion 0.333 0.625 0.042
## --------------------------------------------------------------------------------
## SiOui.InfH
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 8 15 1
## Proportion 0.333 0.625 0.042
## --------------------------------------------------------------------------------
## SiOui.Diet
## n missing distinct
## 24 40 2
##
## Value Non NR
## Frequency 9 15
## Proportion 0.375 0.625
## --------------------------------------------------------------------------------
## SiOui.Nat
## n missing distinct
## 24 40 2
##
## Value Non NR
## Frequency 9 15
## Proportion 0.375 0.625
## --------------------------------------------------------------------------------
## SiOui.Autre.1
## n missing distinct
## 24 40 2
##
## Value Non NR
## Frequency 9 15
## Proportion 0.375 0.625
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 41 2 21
## Proportion 0.641 0.031 0.328
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct
## 63 1 3
##
## Value Non NR Oui
## Frequency 48 13 2
## Proportion 0.762 0.206 0.032
## --------------------------------------------------------------------------------
## Expression
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 39 1 24
## Proportion 0.609 0.016 0.375
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct
## 64 0 3
##
## Value NA/NR Non Oui
## Frequency 5 55 4
## Proportion 0.078 0.859 0.062
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct value
## 64 0 1 Non
##
## Value Non
## Frequency 64
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 19 7 38
## Proportion 0.297 0.109 0.594
## --------------------------------------------------------------------------------
## SiNon.PasEfficace.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 49 7 8
## Proportion 0.766 0.109 0.125
## --------------------------------------------------------------------------------
## SiNon.Mauvais.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 54 7 3
## Proportion 0.844 0.109 0.047
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 56 7 1
## Proportion 0.875 0.109 0.016
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 55 7 2
## Proportion 0.859 0.109 0.031
## --------------------------------------------------------------------------------
## SiNon.PasBudget.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 54 7 3
## Proportion 0.844 0.109 0.047
## --------------------------------------------------------------------------------
## SiNon.Autre.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 41 7 16
## Proportion 0.641 0.109 0.250
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct value
## 1 63 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 33 3 28
## Proportion 0.516 0.047 0.438
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau.1
## n missing distinct
## 31 33 7
##
## lowest : anti-acné anti-infectieux (gel hydroalcoolique) hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau.1
## n missing distinct
## 31 33 3
##
## Value NR protection solaire
## Frequency 25 3 3
## Proportion 0.806 0.097 0.097
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct
## 60 4 3
##
## Value Non NR Oui
## Frequency 8 25 27
## Proportion 0.133 0.417 0.450
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct
## 51 13 7
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct
## 51 13 4
##
## (11, 0.216), avis, retours, conseils sur ce produit (2, 0.039), NR (37, 0.725),
## produit efficace (1, 0.020)
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct
## 60 4 3
##
## Value Non NR Oui
## Frequency 31 25 4
## Proportion 0.517 0.417 0.067
## --------------------------------------------------------------------------------
## CritProvCategorieOui.1
## n missing distinct
## 30 34 3
##
## Value en pharmacie fabrique en France NR
## Frequency 1 3 26
## Proportion 0.033 0.100 0.867
## --------------------------------------------------------------------------------
## CritProvCategorie2.1
## n missing distinct
## 31 33 2
##
## Value NR
## Frequency 5 26
## Proportion 0.161 0.839
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct
## 60 4 3
##
## Value Non NR Oui
## Frequency 28 25 7
## Proportion 0.467 0.417 0.117
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct
## 59 5 3
##
## Value Non NR Oui
## Frequency 32 25 2
## Proportion 0.542 0.424 0.034
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 53 1 10
## Proportion 0.828 0.016 0.156
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct
## 64 0 2
##
## Value Non NR
## Frequency 63 1
## Proportion 0.984 0.016
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 60 1 3
## Proportion 0.938 0.016 0.047
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 61 1 2
## Proportion 0.953 0.016 0.031
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 55 4 5
## Proportion 0.859 0.062 0.078
## --------------------------------------------------------------------------------
## Psychia.1
## n missing distinct
## 6 58 3
##
## Value Non NR Oui
## Frequency 3 2 1
## Proportion 0.500 0.333 0.167
## --------------------------------------------------------------------------------
## Psychol.1
## n missing distinct
## 6 58 2
##
## Value NR Oui
## Frequency 2 4
## Proportion 0.333 0.667
## --------------------------------------------------------------------------------
## Psychotp.1
## n missing distinct
## 6 58 2
##
## Value Non NR
## Frequency 4 2
## Proportion 0.667 0.333
## --------------------------------------------------------------------------------
## PsyAutre.1
## n missing distinct
## 6 58 3
##
## Value Non NR Oui
## Frequency 3 2 1
## Proportion 0.500 0.333 0.167
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 52 2 10
## Proportion 0.812 0.031 0.156
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 61 2 1
## Proportion 0.953 0.031 0.016
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct
## 64 0 2
##
## Value Non NR
## Frequency 62 2
## Proportion 0.969 0.031
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 61 2 1
## Proportion 0.953 0.031 0.016
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 61 2 1
## Proportion 0.953 0.031 0.016
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 55 2 7
## Proportion 0.859 0.031 0.109
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct
## 64 0 5
##
## lowest : < 2Non > 5Non 2Non - 5Non autre NR
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre NR
## Frequency 14 2 14 2 32
## Proportion 0.219 0.031 0.219 0.031 0.500
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale.1
## n missing distinct
## 13 51 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 1 1 1
## Proportion 0.077 0.077 0.077
##
## Value NR raison medicale
## Frequency 2 8
## Proportion 0.154 0.615
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct
## 63 1 3
##
## Value Non NR Oui
## Frequency 44 12 7
## Proportion 0.698 0.190 0.111
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct
## 61 3 3
##
## Value Non NR Oui
## Frequency 37 15 9
## Proportion 0.607 0.246 0.148
## --------------------------------------------------------------------------------
## SiOui.MedG.1
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 4 15 5
## Proportion 0.167 0.625 0.208
## --------------------------------------------------------------------------------
## SiOui.MedSpe.1
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 3 15 6
## Proportion 0.125 0.625 0.250
## --------------------------------------------------------------------------------
## SiOui.PharmOff.1
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 4 15 5
## Proportion 0.167 0.625 0.208
## --------------------------------------------------------------------------------
## SiOui.PharmH.1
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 8 15 1
## Proportion 0.333 0.625 0.042
## --------------------------------------------------------------------------------
## SiOui.kine.1
## n missing distinct
## 24 40 2
##
## Value Non NR
## Frequency 9 15
## Proportion 0.375 0.625
## --------------------------------------------------------------------------------
## SiOui.ost.1
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 8 15 1
## Proportion 0.333 0.625 0.042
## --------------------------------------------------------------------------------
## SiOui.InfLib.1
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 8 15 1
## Proportion 0.333 0.625 0.042
## --------------------------------------------------------------------------------
## SiOui.InfH.1
## n missing distinct
## 24 40 3
##
## Value Non NR Oui
## Frequency 8 15 1
## Proportion 0.333 0.625 0.042
## --------------------------------------------------------------------------------
## SiOui.Diet.1
## n missing distinct
## 24 40 2
##
## Value Non NR
## Frequency 9 15
## Proportion 0.375 0.625
## --------------------------------------------------------------------------------
## SiOui.Nat.1
## n missing distinct
## 24 40 2
##
## Value Non NR
## Frequency 9 15
## Proportion 0.375 0.625
## --------------------------------------------------------------------------------
## SiOui.Autre.3
## n missing distinct
## 24 40 2
##
## Value Non NR
## Frequency 9 15
## Proportion 0.375 0.625
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 41 2 21
## Proportion 0.641 0.031 0.328
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct
## 63 1 3
##
## Value Non NR Oui
## Frequency 48 13 2
## Proportion 0.762 0.206 0.032
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct
## 64 0 3
##
## Value Non NR Oui
## Frequency 39 1 24
## Proportion 0.609 0.016 0.375
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] SiOui.HE SiOui.Plante SiOui.Homeo SiOui.Champi
## [5] SiOui.Algue SiOui.ComplAlim SiOui.Probio SiOui.FlBach
## [9] SiOui.Tisane SiOui.CBD SiOuiEpiceArom SiOui.Autre
## [13] SiOui.HE.1 SiOui.Plante.1 SiOui.Homeo.1 SiOui.Champi.1
## [17] SiOui.Algue.1 SiOui.ComplAlim.1 SiOui.Probio.1 SiOui.FlBach.1
## [21] SiOui.Tisane.1 SiOui.CBD.1 SiOuiEpiceArom.1 SiOui.Autre.2
## ------------------------------------------------------------
## Descriptif_Mucautomed_V1$ConsoMedCompl: NR
## data[x, , drop = FALSE]
##
## 184 Variables 1 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct value
## 1 0 1 Péditrie
##
## Value Péditrie
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Rempli_Parent
## n missing distinct value
## 1 0 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd
## 1 0 1 0 8.4 NA
##
## Value 8.4
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Genre
## n missing distinct value
## 1 0 1 M
##
## Value M
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd
## 1 0 1 0 1.29 NA
##
## Value 1.29
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd
## 1 0 1 0 24.9 NA
##
## Value 24.9
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd
## 1 0 1 0 14.96 NA
##
## Value 14.96
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd
## 1 0 1 0 2014 NA
##
## Value 2014
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct value
## 1 0 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd
## 1 0 1 0 104 NA
##
## Value 104
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd
## 1 0 1 0 1640 NA
##
## Value 1640
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct value
## 1 0 1 non
##
## Value non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Zscore
## n missing distinct Info Mean Gmd
## 1 0 1 0 -0.57 NA
##
## Value -0.57
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Mean Gmd
## 1 0 1 0 0 NA
##
## Value 0
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct value
## 1 0 1 > bac
##
## Value > bac
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct value
## 1 0 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct value
## 1 0 1 S aureus méti S
##
## Value S aureus méti S
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct value
## 1 0 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct value
## 1 0 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct value
## 1 0 1 1
##
## Value 1
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing
## 1 0
## distinct value
## 1 professions intermediaires
##
## Value professions intermediaires
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct value
## 1 0 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct value
## 1 0 1 non
##
## Value non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct value
## 1 0 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## MdtsAutomed
## n missing distinct Info Mean Gmd
## 1 0 1 0 0 NA
##
## Value 0
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## NbAutomed
## n missing distinct Info Mean Gmd
## 1 0 1 0 0 NA
##
## Value 0
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct value
## 1 0 1 NA/NR
##
## Value NA/NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.HE
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Plante
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Homeo
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Champi
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Algue
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.ComplAlim
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Probio
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.FlBach
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Tisane
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.CBD
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOuiEpiceArom
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Autre
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct value
## 1 0 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct value
## 1 0 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct value
## 1 0 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Regime
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Budget
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct value
## 1 0 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Expression
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct value
## 1 0 1 NA/NR
##
## Value NA/NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasEfficace.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Mauvais.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasBudget.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Autre.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.HE.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Plante.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Homeo.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Champi.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Algue.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.ComplAlim.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Probio.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.FlBach.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Tisane.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.CBD.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOuiEpiceArom.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.Autre.2
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct value
## 1 0 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct value
## 1 0 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct value
## 1 0 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct value
## 1 0 1 NR
##
## Value NR
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct value
## 1 0 1 Oui
##
## Value Oui
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct value
## 1 0 1 Non
##
## Value Non
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Grossesse
## [2] TrimGro
## [3] pyo.Resistant.ou.sensible
## [4] Antalgique
## [5] antiinflammatoire..VO.ou.cutanée.
## [6] antispasmodique
## [7] ttt.meteorisme
## [8] Laxatif
## [9] Antidiarrhéique
## [10] antiacide
## [11] antiémétique
## [12] spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## [13] expectorant.fluidifiant.bronchique
## [14] bronchodilatateur
## [15] corticoide.cutané
## [16] Antiinfectieux
## [17] Antiseptiques
## [18] antiallergique..antiH1..
## [19] anxiolytique..benzodiazepine.
## [20] sedatifs.hypno
## [21] antihemorragique
## [22] topique.acne
## [23] element.mineral.vitamines..Zinc..Mg..
## [24] homéopathie
## [25] effet.recherchéOui.produit.peau
## [26] effet.recherché2.produit.peau
## [27] CritProvCategorieOui
## [28] CritProvCategorie2
## [29] Psychia
## [30] Psychol
## [31] Psychotp
## [32] PsyAutre
## [33] Regime.initiative.personnelle.ou.medicale
## [34] SiOui.MedG
## [35] SiOui.MedSpe
## [36] SiOui.PharmOff
## [37] SiOui.PharmH
## [38] SiOui.kine
## [39] SiOui.ost
## [40] SiOui.InfLib
## [41] SiOui.InfH
## [42] SiOui.Diet
## [43] SiOui.Nat
## [44] SiOui.Autre.1
## [45] effet.recherchéOui.produit.peau.1
## [46] effet.recherché2.produit.peau.1
## [47] CritProvCategorieOui.1
## [48] CritProvCategorie2.1
## [49] Psychia.1
## [50] Psychol.1
## [51] Psychotp.1
## [52] PsyAutre.1
## [53] Regime.initiative.personnelle.ou.medicale.1
## [54] SiOui.MedG.1
## [55] SiOui.MedSpe.1
## [56] SiOui.PharmOff.1
## [57] SiOui.PharmH.1
## [58] SiOui.kine.1
## [59] SiOui.ost.1
## [60] SiOui.InfLib.1
## [61] SiOui.InfH.1
## [62] SiOui.Diet.1
## [63] SiOui.Nat.1
## [64] SiOui.Autre.3
## ------------------------------------------------------------
## Descriptif_Mucautomed_V1$ConsoMedCompl: Oui
## data[x, , drop = FALSE]
##
## 184 Variables 68 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct
## 68 0 2
##
## Value Adulte Péditrie
## Frequency 36 32
## Proportion 0.529 0.471
## --------------------------------------------------------------------------------
## Rempli_Parent
## n missing distinct value
## 32 36 1 Oui
##
## Value Oui
## Frequency 32
## Proportion 1
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd .05 .10
## 68 0 66 1 22.66 15.14 6.194 7.417
## .25 .50 .75 .90 .95
## 11.440 21.395 33.145 40.441 44.023
##
## lowest : 3.51 4.35 6.11 6.35 6.62, highest: 43.99 44.04 50.07 56.46 62.74
## --------------------------------------------------------------------------------
## Genre
## n missing distinct
## 68 0 2
##
## Value F M
## Frequency 39 29
## Proportion 0.574 0.426
## --------------------------------------------------------------------------------
## Grossesse
## n missing distinct Info Sum Mean Gmd
## 23 45 2 0.239 2 0.08696 0.166
##
## --------------------------------------------------------------------------------
## TrimGro
## n missing distinct Info Mean Gmd
## 2 66 2 1 2 2
##
## Value 1 3
## Frequency 1 1
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd .05 .10
## 68 0 43 0.999 1.538 0.2088 1.190 1.230
## .25 .50 .75 .90 .95
## 1.444 1.587 1.669 1.744 1.757
##
## lowest : 0.970 1.105 1.120 1.180 1.210, highest: 1.750 1.760 1.790 1.810 1.830
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd .05 .10
## 68 0 52 0.999 47.79 18.69 20.74 23.53
## .25 .50 .75 .90 .95
## 34.10 49.35 59.40 68.60 71.65
##
## lowest : 13.7 18.6 19.8 20.6 21.0, highest: 70.2 71.0 72.0 75.0 80.0
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd .05 .10
## 68 0 66 1 19.4 3.714 14.28 15.05
## .25 .50 .75 .90 .95
## 17.13 19.42 21.48 23.51 24.51
##
## lowest : 13.76 14.07 14.08 14.13 14.56, highest: 24.02 24.77 24.97 25.16 25.95
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd .05 .10
## 65 3 34 0.998 2004 12.2 1985 1987
## .25 .50 .75 .90 .95
## 1997 2006 2012 2015 2017
##
## lowest : 1978 1980 1985 1986 1987, highest: 2016 2017 2018 2021 2022
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 67 1
## Proportion 0.985 0.015
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct
## 68 0 2
##
## Value poumon, rein
## Frequency 67 1
## Proportion 0.985 0.015
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd .05 .10
## 57 11 37 0.999 93.05 21.4 64.0 65.6
## .25 .50 .75 .90 .95
## 84.0 95.0 106.0 114.4 120.4
##
## lowest : 43 48 60 65 66, highest: 119 120 122 125 135
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd .05 .10
## 56 12 49 1 2459 1169 1075 1230
## .25 .50 .75 .90 .95
## 1582 2515 3362 3820 4012
##
## lowest : 2.93 850.00 1030.00 1090.00 1170.00
## highest: 3820.00 4000.00 4050.00 4280.00 4440.00
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct
## 68 0 4
##
## Value insulino-requerant non
## Frequency 12 8 45
## Proportion 0.176 0.118 0.662
##
## Value non insulino-requerant
## Frequency 3
## Proportion 0.044
## --------------------------------------------------------------------------------
## Zscore
## n missing distinct Info Mean Gmd .05 .10
## 31 37 31 1 -0.01484 1.098 -1.150 -1.120
## .25 .50 .75 .90 .95
## -0.820 -0.130 0.675 1.540 1.610
##
## lowest : -1.33 -1.16 -1.14 -1.12 -1.11, highest: 1.25 1.54 1.60 1.62 1.85
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Sum Mean Gmd
## 56 12 2 0.199 4 0.07143 0.1351
##
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct
## 68 0 6
##
## lowest : > bac aucun ou < CEP bac brevet-CAP-BEP
## highest: > bac aucun ou < CEP bac brevet-CAP-BEP NR
##
## Value > bac aucun ou < CEP bac
## Frequency 9 39 2 7
## Proportion 0.132 0.574 0.029 0.103
##
## Value brevet-CAP-BEP NR
## Frequency 10 1
## Proportion 0.147 0.015
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct
## 68 0 3
##
## Value > bac bac
## Frequency 64 3 1
## Proportion 0.941 0.044 0.015
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct
## 68 0 8
##
## lowest : B.multivorans flore banale Haemophilus influenzae S aureus méti S
## highest: Haemophilus influenzae S aureus méti S S maltophilia NR Pseudomonas aeruginosa
##
## (14, 0.206), B.multivorans (1, 0.015), flore banale (5, 0.074), Haemophilus
## influenzae (1, 0.015), S aureus méti S (29, 0.426), S maltophilia (1, 0.015),
## NR (1, 0.015), Pseudomonas aeruginosa (16, 0.235)
## --------------------------------------------------------------------------------
## pyo.Resistant.ou.sensible
## n missing distinct
## 26 42 3
##
## Value donnee manquante S
## Frequency 10 13 3
## Proportion 0.385 0.500 0.115
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct
## 68 0 7
##
## lowest : S aureus méti R Haemophilus influenzae Nocardia S aureus méti S
## highest: Haemophilus influenzae Nocardia S aureus méti S S maltophilia Serratia marcescens
##
## (57, 0.838), S aureus méti R (1, 0.015), Haemophilus influenzae (2, 0.029),
## Nocardia (1, 0.015), S aureus méti S (4, 0.059), S maltophilia (2, 0.029),
## Serratia marcescens (1, 0.015)
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct value
## 68 0 1
##
## Value
## Frequency 68
## Proportion 1
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 52 16
## Proportion 0.765 0.235
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct
## 68 0 2
##
## Value NA 1
## Frequency 11 57
## Proportion 0.162 0.838
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing distinct
## 68 0 6
##
## lowest : agriculteurs exploitants artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes professions intermediaires
## highest: artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct
## 33 35 6
##
## lowest : artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes ouvriers
## highest: artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes ouvriers professions intermediaires
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct
## 68 0 4
##
## Value KAFTRIO KALYDECO non ORKAMBI
## Frequency 8 26 24 10
## Proportion 0.118 0.382 0.353 0.147
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct
## 68 0 2
##
## Value KAFTRIO
## Frequency 42 26
## Proportion 0.618 0.382
## --------------------------------------------------------------------------------
## MdtsAutomed
## n missing distinct Info Sum Mean Gmd
## 68 0 2 0.584 50 0.7353 0.3951
##
## --------------------------------------------------------------------------------
## NbAutomed
## n missing distinct Info Mean Gmd
## 68 0 8 0.951 1.853 1.996
##
## lowest : 0 1 2 3 4, highest: 3 4 5 6 8
##
## Value 0 1 2 3 4 5 6 8
## Frequency 18 20 10 8 5 2 4 1
## Proportion 0.265 0.294 0.147 0.118 0.074 0.029 0.059 0.015
## --------------------------------------------------------------------------------
## Antalgique
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.696 33 0.6346 0.4729
##
## --------------------------------------------------------------------------------
## antiinflammatoire..VO.ou.cutanée.
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.261 5 0.09615 0.1772
##
## --------------------------------------------------------------------------------
## antispasmodique
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.616 15 0.2885 0.4186
##
## --------------------------------------------------------------------------------
## ttt.meteorisme
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.057 1 0.01923 0.03846
##
## --------------------------------------------------------------------------------
## Laxatif
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.111 2 0.03846 0.07541
##
## --------------------------------------------------------------------------------
## Antidiarrhéique
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.163 3 0.05769 0.1109
##
## --------------------------------------------------------------------------------
## antiacide
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.213 4 0.07692 0.1448
##
## --------------------------------------------------------------------------------
## antiémétique
## n missing distinct Info Mean Gmd
## 52 16 1 0 0 0
##
## Value 0
## Frequency 52
## Proportion 1
## --------------------------------------------------------------------------------
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.501 11 0.2115 0.3401
##
## --------------------------------------------------------------------------------
## expectorant.fluidifiant.bronchique
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.35 7 0.1346 0.2376
##
## --------------------------------------------------------------------------------
## bronchodilatateur
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.057 1 0.01923 0.03846
##
## --------------------------------------------------------------------------------
## corticoide.cutané
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.163 3 0.05769 0.1109
##
## --------------------------------------------------------------------------------
## Antiinfectieux
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.111 2 0.03846 0.07541
##
## --------------------------------------------------------------------------------
## Antiseptiques
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.111 2 0.03846 0.07541
##
## --------------------------------------------------------------------------------
## antiallergique..antiH1..
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.057 1 0.01923 0.03846
##
## --------------------------------------------------------------------------------
## anxiolytique..benzodiazepine.
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.057 1 0.01923 0.03846
##
## --------------------------------------------------------------------------------
## sedatifs.hypno
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.261 5 0.09615 0.1772
##
## --------------------------------------------------------------------------------
## antihemorragique
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.111 2 0.03846 0.07541
##
## --------------------------------------------------------------------------------
## topique.acne
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.057 1 0.01923 0.03846
##
## --------------------------------------------------------------------------------
## element.mineral.vitamines..Zinc..Mg..
## n missing distinct Info Sum Mean Gmd
## 52 16 2 0.391 8 0.1538 0.2655
##
## --------------------------------------------------------------------------------
## homéopathie
## n missing distinct Info Mean Gmd
## 52 16 3 0.431 0.2115 0.3688
##
## Value 0 1 3
## Frequency 43 8 1
## Proportion 0.827 0.154 0.019
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct
## 68 0 3
##
## Value NA/NR Non Oui
## Frequency 5 52 11
## Proportion 0.074 0.765 0.162
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct value
## 68 0 1 Oui
##
## Value Oui
## Frequency 68
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct value
## 1 67 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct value
## 1 67 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct value
## 1 67 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct value
## 1 67 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct value
## 1 67 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct value
## 1 67 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct value
## 1 67 1
##
## Value
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.HE
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 37 31
## Proportion 0.544 0.456
## --------------------------------------------------------------------------------
## SiOui.Plante
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 54 14
## Proportion 0.794 0.206
## --------------------------------------------------------------------------------
## SiOui.Homeo
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 39 29
## Proportion 0.574 0.426
## --------------------------------------------------------------------------------
## SiOui.Champi
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 67 1
## Proportion 0.985 0.015
## --------------------------------------------------------------------------------
## SiOui.Algue
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 66 2
## Proportion 0.971 0.029
## --------------------------------------------------------------------------------
## SiOui.ComplAlim
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 46 22
## Proportion 0.676 0.324
## --------------------------------------------------------------------------------
## SiOui.Probio
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 34 34
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 43 25
## Proportion 0.632 0.368
## --------------------------------------------------------------------------------
## SiOui.FlBach
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 62 6
## Proportion 0.912 0.088
## --------------------------------------------------------------------------------
## SiOui.Tisane
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 37 31
## Proportion 0.544 0.456
## --------------------------------------------------------------------------------
## SiOui.CBD
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 63 5
## Proportion 0.926 0.074
## --------------------------------------------------------------------------------
## SiOuiEpiceArom
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 54 14
## Proportion 0.794 0.206
## --------------------------------------------------------------------------------
## SiOui.Autre
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 60 8
## Proportion 0.882 0.118
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct
## 68 0 4
##
## Value Non NR Oui
## Frequency 1 17 6 44
## Proportion 0.015 0.250 0.088 0.647
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau
## n missing distinct
## 52 16 10
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) bien être, massage, sommeil confort musculaire
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR prise en charge d'un traumatisme benin
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau
## n missing distinct
## 52 16 8
##
## lowest : anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil confort musculaire
## highest: bien être, massage, sommeil confort musculaire nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 6 18 44
## Proportion 0.088 0.265 0.647
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct
## 61 7 7
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct
## 61 7 5
##
## lowest : autre avis, retours, conseils sur ce produit NR produit efficace
## highest: autre avis, retours, conseils sur ce produit NR produit efficace
##
## (29, 0.475), autre (1, 0.016), avis, retours, conseils sur ce produit (1,
## 0.016), NR (29, 0.475), produit efficace (1, 0.016)
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 32 18 18
## Proportion 0.471 0.265 0.265
## --------------------------------------------------------------------------------
## CritProvCategorieOui
## n missing distinct
## 36 32 3
##
## Value en pharmacie fabrique en France NR
## Frequency 1 10 25
## Proportion 0.028 0.278 0.694
## --------------------------------------------------------------------------------
## CritProvCategorie2
## n missing distinct
## 40 28 4
##
## Value fabrique en Asie fabrique en Europe
## Frequency 14 1 2
## Proportion 0.350 0.025 0.050
##
## Value NR
## Frequency 23
## Proportion 0.575
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 37 18 13
## Proportion 0.544 0.265 0.191
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct
## 67 1 3
##
## Value Non NR Oui
## Frequency 40 18 9
## Proportion 0.597 0.269 0.134
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 36 1 31
## Proportion 0.529 0.015 0.456
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 60 1 7
## Proportion 0.882 0.015 0.103
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 55 1 12
## Proportion 0.809 0.015 0.176
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 62 1 5
## Proportion 0.912 0.015 0.074
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 50 4 14
## Proportion 0.735 0.059 0.206
## --------------------------------------------------------------------------------
## Psychia
## n missing distinct
## 11 57 2
##
## Value Non NR
## Frequency 8 3
## Proportion 0.727 0.273
## --------------------------------------------------------------------------------
## Psychol
## n missing distinct
## 11 57 3
##
## Value Non NR Oui
## Frequency 1 3 7
## Proportion 0.091 0.273 0.636
## --------------------------------------------------------------------------------
## Psychotp
## n missing distinct
## 11 57 2
##
## Value Non NR
## Frequency 8 3
## Proportion 0.727 0.273
## --------------------------------------------------------------------------------
## PsyAutre
## n missing distinct
## 11 57 3
##
## Value Non NR Oui
## Frequency 7 3 1
## Proportion 0.636 0.273 0.091
## --------------------------------------------------------------------------------
## Regime
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 55 1 12
## Proportion 0.809 0.015 0.176
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 66 1 1
## Proportion 0.971 0.015 0.015
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct
## 68 0 2
##
## Value Non NR
## Frequency 67 1
## Proportion 0.985 0.015
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 66 1 1
## Proportion 0.971 0.015 0.015
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 66 1 1
## Proportion 0.971 0.015 0.015
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 56 1 11
## Proportion 0.824 0.015 0.162
## --------------------------------------------------------------------------------
## Budget
## n missing distinct
## 68 0 5
##
## lowest : < 2Non > 5Non 2Non - 5Non autre NR
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre NR
## Frequency 15 10 31 3 9
## Proportion 0.221 0.147 0.456 0.044 0.132
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale
## n missing distinct
## 13 55 4
##
## Value donnee manquante initiative personnelle NR
## Frequency 2 2 1
## Proportion 0.154 0.154 0.077
##
## Value raison medicale
## Frequency 8
## Proportion 0.615
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 50 5 13
## Proportion 0.735 0.074 0.191
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 27 6 35
## Proportion 0.397 0.088 0.515
## --------------------------------------------------------------------------------
## SiOui.MedG
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 20 6 14
## Proportion 0.50 0.15 0.35
## --------------------------------------------------------------------------------
## SiOui.MedSpe
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 24 6 10
## Proportion 0.60 0.15 0.25
## --------------------------------------------------------------------------------
## SiOui.PharmOff
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 19 6 15
## Proportion 0.475 0.150 0.375
## --------------------------------------------------------------------------------
## SiOui.PharmH
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 32 6 2
## Proportion 0.80 0.15 0.05
## --------------------------------------------------------------------------------
## SiOui.kine
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 29 6 5
## Proportion 0.725 0.150 0.125
## --------------------------------------------------------------------------------
## SiOui.ost
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 31 6 3
## Proportion 0.775 0.150 0.075
## --------------------------------------------------------------------------------
## SiOui.InfLib
## n missing distinct
## 40 28 2
##
## Value Non NR
## Frequency 34 6
## Proportion 0.85 0.15
## --------------------------------------------------------------------------------
## SiOui.InfH
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 30 6 4
## Proportion 0.75 0.15 0.10
## --------------------------------------------------------------------------------
## SiOui.Diet
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 30 6 4
## Proportion 0.75 0.15 0.10
## --------------------------------------------------------------------------------
## SiOui.Nat
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 28 6 6
## Proportion 0.70 0.15 0.15
## --------------------------------------------------------------------------------
## SiOui.Autre.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 33 6 1
## Proportion 0.825 0.150 0.025
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 49 1 18
## Proportion 0.721 0.015 0.265
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 59 4 5
## Proportion 0.868 0.059 0.074
## --------------------------------------------------------------------------------
## Expression
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 26 1 41
## Proportion 0.382 0.015 0.603
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct
## 68 0 3
##
## Value NA/NR Non Oui
## Frequency 5 52 11
## Proportion 0.074 0.765 0.162
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct value
## 68 0 1 Oui
##
## Value Oui
## Frequency 68
## Proportion 1
## --------------------------------------------------------------------------------
## SiOui.HE.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 37 31
## Proportion 0.544 0.456
## --------------------------------------------------------------------------------
## SiOui.Plante.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 54 14
## Proportion 0.794 0.206
## --------------------------------------------------------------------------------
## SiOui.Homeo.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 39 29
## Proportion 0.574 0.426
## --------------------------------------------------------------------------------
## SiOui.Champi.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 67 1
## Proportion 0.985 0.015
## --------------------------------------------------------------------------------
## SiOui.Algue.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 66 2
## Proportion 0.971 0.029
## --------------------------------------------------------------------------------
## SiOui.ComplAlim.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 46 22
## Proportion 0.676 0.324
## --------------------------------------------------------------------------------
## SiOui.Probio.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 34 34
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 43 25
## Proportion 0.632 0.368
## --------------------------------------------------------------------------------
## SiOui.FlBach.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 62 6
## Proportion 0.912 0.088
## --------------------------------------------------------------------------------
## SiOui.Tisane.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 37 31
## Proportion 0.544 0.456
## --------------------------------------------------------------------------------
## SiOui.CBD.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 63 5
## Proportion 0.926 0.074
## --------------------------------------------------------------------------------
## SiOuiEpiceArom.1
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 54 14
## Proportion 0.794 0.206
## --------------------------------------------------------------------------------
## SiOui.Autre.2
## n missing distinct
## 68 0 2
##
## Value Non Oui
## Frequency 60 8
## Proportion 0.882 0.118
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct
## 68 0 4
##
## Value Non NR Oui
## Frequency 1 17 6 44
## Proportion 0.015 0.250 0.088 0.647
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau.1
## n missing distinct
## 52 16 10
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) bien être, massage, sommeil confort musculaire
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR prise en charge d'un traumatisme benin
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau.1
## n missing distinct
## 52 16 8
##
## lowest : anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil confort musculaire
## highest: bien être, massage, sommeil confort musculaire nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 6 18 44
## Proportion 0.088 0.265 0.647
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct
## 61 7 7
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct
## 61 7 5
##
## lowest : autre avis, retours, conseils sur ce produit NR produit efficace
## highest: autre avis, retours, conseils sur ce produit NR produit efficace
##
## (29, 0.475), autre (1, 0.016), avis, retours, conseils sur ce produit (1,
## 0.016), NR (29, 0.475), produit efficace (1, 0.016)
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 32 18 18
## Proportion 0.471 0.265 0.265
## --------------------------------------------------------------------------------
## CritProvCategorieOui.1
## n missing distinct
## 36 32 3
##
## Value en pharmacie fabrique en France NR
## Frequency 1 10 25
## Proportion 0.028 0.278 0.694
## --------------------------------------------------------------------------------
## CritProvCategorie2.1
## n missing distinct
## 40 28 4
##
## Value fabrique en Asie fabrique en Europe
## Frequency 14 1 2
## Proportion 0.350 0.025 0.050
##
## Value NR
## Frequency 23
## Proportion 0.575
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 37 18 13
## Proportion 0.544 0.265 0.191
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct
## 67 1 3
##
## Value Non NR Oui
## Frequency 40 18 9
## Proportion 0.597 0.269 0.134
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 36 1 31
## Proportion 0.529 0.015 0.456
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 60 1 7
## Proportion 0.882 0.015 0.103
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 55 1 12
## Proportion 0.809 0.015 0.176
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 62 1 5
## Proportion 0.912 0.015 0.074
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 50 4 14
## Proportion 0.735 0.059 0.206
## --------------------------------------------------------------------------------
## Psychia.1
## n missing distinct
## 11 57 2
##
## Value Non NR
## Frequency 8 3
## Proportion 0.727 0.273
## --------------------------------------------------------------------------------
## Psychol.1
## n missing distinct
## 11 57 3
##
## Value Non NR Oui
## Frequency 1 3 7
## Proportion 0.091 0.273 0.636
## --------------------------------------------------------------------------------
## Psychotp.1
## n missing distinct
## 11 57 2
##
## Value Non NR
## Frequency 8 3
## Proportion 0.727 0.273
## --------------------------------------------------------------------------------
## PsyAutre.1
## n missing distinct
## 11 57 3
##
## Value Non NR Oui
## Frequency 7 3 1
## Proportion 0.636 0.273 0.091
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 55 1 12
## Proportion 0.809 0.015 0.176
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 66 1 1
## Proportion 0.971 0.015 0.015
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct
## 68 0 2
##
## Value Non NR
## Frequency 67 1
## Proportion 0.985 0.015
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 66 1 1
## Proportion 0.971 0.015 0.015
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 66 1 1
## Proportion 0.971 0.015 0.015
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 56 1 11
## Proportion 0.824 0.015 0.162
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct
## 68 0 5
##
## lowest : < 2Non > 5Non 2Non - 5Non autre NR
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre NR
## Frequency 15 10 31 3 9
## Proportion 0.221 0.147 0.456 0.044 0.132
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale.1
## n missing distinct
## 13 55 4
##
## Value donnee manquante initiative personnelle NR
## Frequency 2 2 1
## Proportion 0.154 0.154 0.077
##
## Value raison medicale
## Frequency 8
## Proportion 0.615
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 50 5 13
## Proportion 0.735 0.074 0.191
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 27 6 35
## Proportion 0.397 0.088 0.515
## --------------------------------------------------------------------------------
## SiOui.MedG.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 20 6 14
## Proportion 0.50 0.15 0.35
## --------------------------------------------------------------------------------
## SiOui.MedSpe.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 24 6 10
## Proportion 0.60 0.15 0.25
## --------------------------------------------------------------------------------
## SiOui.PharmOff.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 19 6 15
## Proportion 0.475 0.150 0.375
## --------------------------------------------------------------------------------
## SiOui.PharmH.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 32 6 2
## Proportion 0.80 0.15 0.05
## --------------------------------------------------------------------------------
## SiOui.kine.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 29 6 5
## Proportion 0.725 0.150 0.125
## --------------------------------------------------------------------------------
## SiOui.ost.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 31 6 3
## Proportion 0.775 0.150 0.075
## --------------------------------------------------------------------------------
## SiOui.InfLib.1
## n missing distinct
## 40 28 2
##
## Value Non NR
## Frequency 34 6
## Proportion 0.85 0.15
## --------------------------------------------------------------------------------
## SiOui.InfH.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 30 6 4
## Proportion 0.75 0.15 0.10
## --------------------------------------------------------------------------------
## SiOui.Diet.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 30 6 4
## Proportion 0.75 0.15 0.10
## --------------------------------------------------------------------------------
## SiOui.Nat.1
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 28 6 6
## Proportion 0.70 0.15 0.15
## --------------------------------------------------------------------------------
## SiOui.Autre.3
## n missing distinct
## 40 28 3
##
## Value Non NR Oui
## Frequency 33 6 1
## Proportion 0.825 0.150 0.025
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 49 1 18
## Proportion 0.721 0.015 0.265
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 59 4 5
## Proportion 0.868 0.059 0.074
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct
## 68 0 3
##
## Value Non NR Oui
## Frequency 26 1 41
## Proportion 0.382 0.015 0.603
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] SiNon.JmsInteresse.1 SiNon.PasEfficace.1 SiNon.Mauvais.1
## [4] SiNon.ConseilProIgn.1 SiNon.DeconseillePro.1 SiNon.PasBudget.1
## [7] SiNon.Autre.1by(Descriptif_Mucautomed_V1,Descriptif_Mucautomed_V1$Colonisation_PS_SAmetiR,Hmisc::describe)## Descriptif_Mucautomed_V1$Colonisation_PS_SAmetiR: Non
## data[x, , drop = FALSE]
##
## 184 Variables 113 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct
## 113 0 2
##
## Value Adulte Péditrie
## Frequency 51 62
## Proportion 0.451 0.549
## --------------------------------------------------------------------------------
## Rempli_Parent
## n missing distinct
## 62 51 2
##
## Value Non Oui
## Frequency 1 61
## Proportion 0.016 0.984
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd .05 .10
## 113 0 111 1 20.83 14.2 6.152 7.632
## .25 .50 .75 .90 .95
## 10.760 16.480 28.030 40.474 43.486
##
## lowest : 3.51 4.35 4.62 5.79 6.11, highest: 44.04 45.53 56.99 61.92 68.11
## --------------------------------------------------------------------------------
## Genre
## n missing distinct
## 113 0 2
##
## Value F M
## Frequency 58 55
## Proportion 0.513 0.487
## --------------------------------------------------------------------------------
## Grossesse
## n missing distinct Info Sum Mean Gmd
## 26 87 2 0.213 2 0.07692 0.1477
##
## --------------------------------------------------------------------------------
## TrimGro
## n missing distinct Info Mean Gmd
## 2 111 2 1 2 2
##
## Value 1 3
## Frequency 1 1
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd .05 .10
## 112 1 59 0.999 1.526 0.2056 1.149 1.233
## .25 .50 .75 .90 .95
## 1.404 1.583 1.650 1.720 1.746
##
## lowest : 0.970 1.030 1.070 1.105 1.120, highest: 1.742 1.750 1.790 1.800 1.860
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd .05 .10
## 112 1 75 1 47.7 20.31 20.13 23.08
## .25 .50 .75 .90 .95
## 31.88 49.85 59.40 67.00 74.45
##
## lowest : 13.7 16.0 17.0 18.6 19.8, highest: 75.0 77.0 80.0 88.0 125.0
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd .05 .10
## 112 1 107 1 19.58 4.35 14.57 15.08
## .25 .50 .75 .90 .95
## 16.33 19.20 22.39 24.60 25.69
##
## lowest : 13.76 13.98 14.08 14.13 14.54, highest: 25.95 26.49 27.16 27.22 40.82
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd .05 .10
## 92 21 33 0.998 2006 9.666 1989 1993
## .25 .50 .75 .90 .95
## 2003 2008 2012 2016 2017
##
## lowest : 1978 1980 1986 1987 1988, highest: 2015 2016 2017 2018 2020
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct
## 113 0 2
##
## Value Non Oui
## Frequency 112 1
## Proportion 0.991 0.009
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct
## 113 0 2
##
## Value poumons
## Frequency 112 1
## Proportion 0.991 0.009
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd .05 .10
## 100 13 51 0.999 94.36 19.26 67.75 73.80
## .25 .50 .75 .90 .95
## 85.75 95.50 106.25 115.30 120.10
##
## lowest : 38 43 57 63 68, highest: 120 122 125 127 128
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd .05 .10
## 99 14 86 1 2446 1107 1039 1300
## .25 .50 .75 .90 .95
## 1620 2480 3245 3606 4000
##
## lowest : 2.93 300.00 860.00 880.00 1030.00
## highest: 4000.00 4050.00 4180.00 4200.00 4390.00
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct
## 113 0 4
##
## Value insulino-requerant non
## Frequency 15 15 82
## Proportion 0.133 0.133 0.726
##
## Value non insulino-requerant
## Frequency 1
## Proportion 0.009
## --------------------------------------------------------------------------------
## Zscore
## n missing distinct Info Mean Gmd .05 .10
## 60 53 58 1 0.09217 1.211 -1.3375 -1.1230
## .25 .50 .75 .90 .95
## -0.5775 -0.0700 0.6025 1.6020 2.4340
##
## lowest : -2.15 -1.60 -1.48 -1.33 -1.16, highest: 1.80 2.43 2.51 3.10 3.44
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Sum Mean Gmd
## 95 18 2 0.031 1 0.01053 0.02105
##
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct
## 113 0 6
##
## lowest : > bac aucun ou < CEP bac brevet-CAP-BEP
## highest: > bac aucun ou < CEP bac brevet-CAP-BEP NR
##
## Value > bac aucun ou < CEP bac
## Frequency 11 64 2 11
## Proportion 0.097 0.566 0.018 0.097
##
## Value brevet-CAP-BEP NR
## Frequency 22 3
## Proportion 0.195 0.027
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct
## 113 0 3
##
## Value > bac bac
## Frequency 108 3 2
## Proportion 0.956 0.027 0.018
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct
## 113 0 9
##
## lowest : Achromobacter ssp Autre bactérie B.multivorans flore banale
## highest: flore banale Haemophilus influenzae S aureus méti S S maltophilia NR
##
## (26, 0.230), Achromobacter ssp (3, 0.027), Autre bactérie (2, 0.018),
## B.multivorans (1, 0.009), flore banale (11, 0.097), Haemophilus influenzae (2,
## 0.018), S aureus méti S (64, 0.566), S maltophilia (3, 0.027), NR (1, 0.009)
## --------------------------------------------------------------------------------
## pyo.Resistant.ou.sensible
## n missing distinct value
## 12 101 1
##
## Value
## Frequency 12
## Proportion 1
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct
## 113 0 6
##
## lowest : Achromobacter ssp Haemophilus influenzae S aureus méti S S maltophilia
## highest: Achromobacter ssp Haemophilus influenzae S aureus méti S S maltophilia Serratia marcescens
##
## Value Achromobacter ssp Haemophilus influenzae
## Frequency 96 1 8
## Proportion 0.850 0.009 0.071
##
## Value S aureus méti S S maltophilia Serratia marcescens
## Frequency 3 3 2
## Proportion 0.027 0.027 0.018
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct value
## 113 0 1
##
## Value
## Frequency 113
## Proportion 1
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct value
## 113 0 1 Non
##
## Value Non
## Frequency 113
## Proportion 1
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct
## 113 0 4
##
## Value 0 1 NR
## Frequency 12 2 97 2
## Proportion 0.106 0.018 0.858 0.018
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing distinct
## 113 0 8
##
## lowest : agriculteurs exploitants artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct
## 63 50 7
##
## lowest : artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes ouvriers
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct
## 113 0 6
##
## lowest : KAFTRIO KALYDECO non ORKAMBI
## highest: KAFTRIO KALYDECO non ORKAMBI SYMKEVI
##
## Value KAFTRIO KALYDECO non ORKAMBI SYMKEVI
## Frequency 1 11 39 49 12 1
## Proportion 0.009 0.097 0.345 0.434 0.106 0.009
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct
## 113 0 3
##
## Value KAFTRIO SYMKEVI
## Frequency 77 34 2
## Proportion 0.681 0.301 0.018
## --------------------------------------------------------------------------------
## MdtsAutomed
## n missing distinct Info Sum Mean Gmd
## 95 18 2 0.698 60 0.6316 0.4703
##
## --------------------------------------------------------------------------------
## NbAutomed
## n missing distinct Info Mean Gmd
## 95 18 7 0.913 1.274 1.492
##
## lowest : 0 1 2 3 4, highest: 2 3 4 5 6
##
## Value 0 1 2 3 4 5 6
## Frequency 35 31 12 8 5 2 2
## Proportion 0.368 0.326 0.126 0.084 0.053 0.021 0.021
## --------------------------------------------------------------------------------
## Antalgique
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.618 44 0.7097 0.4188
##
## --------------------------------------------------------------------------------
## antiinflammatoire..VO.ou.cutanée.
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.138 3 0.04839 0.0936
##
## --------------------------------------------------------------------------------
## antispasmodique
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.525 14 0.2258 0.3554
##
## --------------------------------------------------------------------------------
## ttt.meteorisme
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.048 1 0.01613 0.03226
##
## --------------------------------------------------------------------------------
## Laxatif
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.094 2 0.03226 0.06346
##
## --------------------------------------------------------------------------------
## Antidiarrhéique
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.181 4 0.06452 0.1227
##
## --------------------------------------------------------------------------------
## antiacide
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.138 3 0.04839 0.0936
##
## --------------------------------------------------------------------------------
## antiémétique
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.094 2 0.03226 0.06346
##
## --------------------------------------------------------------------------------
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.406 10 0.1613 0.275
##
## --------------------------------------------------------------------------------
## expectorant.fluidifiant.bronchique
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.262 6 0.09677 0.1777
##
## --------------------------------------------------------------------------------
## bronchodilatateur
## n missing distinct Info Mean Gmd
## 62 51 1 0 0 0
##
## Value 0
## Frequency 62
## Proportion 1
## --------------------------------------------------------------------------------
## corticoide.cutané
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.094 2 0.03226 0.06346
##
## --------------------------------------------------------------------------------
## Antiinfectieux
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.048 1 0.01613 0.03226
##
## --------------------------------------------------------------------------------
## Antiseptiques
## n missing distinct Info Mean Gmd
## 62 51 1 0 0 0
##
## Value 0
## Frequency 62
## Proportion 1
## --------------------------------------------------------------------------------
## antiallergique..antiH1..
## n missing distinct Info Mean Gmd
## 62 51 1 0 0 0
##
## Value 0
## Frequency 62
## Proportion 1
## --------------------------------------------------------------------------------
## anxiolytique..benzodiazepine.
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.048 1 0.01613 0.03226
##
## --------------------------------------------------------------------------------
## sedatifs.hypno
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.222 5 0.08065 0.1507
##
## --------------------------------------------------------------------------------
## antihemorragique
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.048 1 0.01613 0.03226
##
## --------------------------------------------------------------------------------
## topique.acne
## n missing distinct Info Mean Gmd
## 62 51 1 0 0 0
##
## Value 0
## Frequency 62
## Proportion 1
## --------------------------------------------------------------------------------
## element.mineral.vitamines..Zinc..Mg..
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.301 7 0.1129 0.2036
##
## --------------------------------------------------------------------------------
## homéopathie
## n missing distinct Info Sum Mean Gmd
## 62 51 2 0.301 7 0.1129 0.2036
##
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct
## 113 0 4
##
## Value NA/NR Non Oui
## Frequency 18 8 76 11
## Proportion 0.159 0.071 0.673 0.097
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 42 1 52
## Proportion 0.159 0.372 0.009 0.460
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct
## 62 51 4
##
## Value Non NR Oui
## Frequency 19 13 6 24
## Proportion 0.306 0.210 0.097 0.387
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct
## 62 51 4
##
## Value Non NR Oui
## Frequency 19 31 6 6
## Proportion 0.306 0.500 0.097 0.097
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct
## 62 51 4
##
## Value Non NR Oui
## Frequency 19 36 6 1
## Proportion 0.306 0.581 0.097 0.016
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct
## 62 51 3
##
## Value Non NR
## Frequency 19 37 6
## Proportion 0.306 0.597 0.097
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct
## 62 51 4
##
## Value Non NR Oui
## Frequency 19 35 6 2
## Proportion 0.306 0.565 0.097 0.032
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct
## 62 51 3
##
## Value Non NR
## Frequency 19 37 6
## Proportion 0.306 0.597 0.097
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct
## 62 51 4
##
## Value Non NR Oui
## Frequency 19 25 6 12
## Proportion 0.306 0.403 0.097 0.194
## --------------------------------------------------------------------------------
## SiOui.HE
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 29 1 23
## Proportion 0.254 0.408 0.014 0.324
## --------------------------------------------------------------------------------
## SiOui.Plante
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 41 1 11
## Proportion 0.254 0.577 0.014 0.155
## --------------------------------------------------------------------------------
## SiOui.Homeo
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 30 1 22
## Proportion 0.254 0.423 0.014 0.310
## --------------------------------------------------------------------------------
## SiOui.Champi
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 51 1 1
## Proportion 0.254 0.718 0.014 0.014
## --------------------------------------------------------------------------------
## SiOui.Algue
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 51 1 1
## Proportion 0.254 0.718 0.014 0.014
## --------------------------------------------------------------------------------
## SiOui.ComplAlim
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 38 1 14
## Proportion 0.254 0.535 0.014 0.197
## --------------------------------------------------------------------------------
## SiOui.Probio
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 23 1 29
## Proportion 0.254 0.324 0.014 0.408
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 29 1 23
## Proportion 0.254 0.408 0.014 0.324
## --------------------------------------------------------------------------------
## SiOui.FlBach
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 47 1 5
## Proportion 0.254 0.662 0.014 0.070
## --------------------------------------------------------------------------------
## SiOui.Tisane
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 28 1 24
## Proportion 0.254 0.394 0.014 0.338
## --------------------------------------------------------------------------------
## SiOui.CBD
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 50 1 2
## Proportion 0.254 0.704 0.014 0.028
## --------------------------------------------------------------------------------
## SiOuiEpiceArom
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 41 1 11
## Proportion 0.254 0.577 0.014 0.155
## --------------------------------------------------------------------------------
## SiOui.Autre
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 46 1 6
## Proportion 0.254 0.648 0.014 0.085
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 36 9 50
## Proportion 0.159 0.319 0.080 0.442
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau
## n missing distinct
## 77 36 10
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) bien être, massage, sommeil
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR prise en charge d'un traumatisme benin
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau
## n missing distinct
## 77 36 7
##
## lowest : anti-inflammatoire (dont corticoide) bien être, massage, sommeil confort musculaire nettoyage de la peau
## highest: bien être, massage, sommeil confort musculaire nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct
## 110 3 4
##
## Value Non NR Oui
## Frequency 18 9 32 51
## Proportion 0.164 0.082 0.291 0.464
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct
## 99 14 8
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct
## 99 14 4
##
## (46, 0.465), avis, retours, conseils sur ce produit (2, 0.020), NR (50, 0.505),
## produit efficace (1, 0.010)
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct
## 110 3 4
##
## Value Non NR Oui
## Frequency 18 45 32 15
## Proportion 0.164 0.409 0.291 0.136
## --------------------------------------------------------------------------------
## CritProvCategorieOui
## n missing distinct
## 66 47 4
##
## Value en pharmacie fabrique en France
## Frequency 18 1 8
## Proportion 0.273 0.015 0.121
##
## Value NR
## Frequency 39
## Proportion 0.591
## --------------------------------------------------------------------------------
## CritProvCategorie2
## n missing distinct
## 69 44 3
##
## Value fabrique en Europe NR
## Frequency 30 2 37
## Proportion 0.435 0.029 0.536
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct
## 110 3 4
##
## Value Non NR Oui
## Frequency 18 47 32 13
## Proportion 0.164 0.427 0.291 0.118
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct
## 108 5 4
##
## Value Non NR Oui
## Frequency 18 47 32 11
## Proportion 0.167 0.435 0.296 0.102
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 66 1 28
## Proportion 0.159 0.584 0.009 0.248
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 89 1 5
## Proportion 0.159 0.788 0.009 0.044
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 83 1 11
## Proportion 0.159 0.735 0.009 0.097
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 89 1 5
## Proportion 0.159 0.788 0.009 0.044
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 75 7 13
## Proportion 0.159 0.664 0.062 0.115
## --------------------------------------------------------------------------------
## Psychia
## n missing distinct
## 16 97 4
##
## Value Non NR Oui
## Frequency 2 8 5 1
## Proportion 0.125 0.500 0.312 0.062
## --------------------------------------------------------------------------------
## Psychol
## n missing distinct
## 16 97 4
##
## Value Non NR Oui
## Frequency 2 1 5 8
## Proportion 0.125 0.062 0.312 0.500
## --------------------------------------------------------------------------------
## Psychotp
## n missing distinct
## 16 97 3
##
## Value Non NR
## Frequency 2 9 5
## Proportion 0.125 0.562 0.312
## --------------------------------------------------------------------------------
## PsyAutre
## n missing distinct
## 16 97 4
##
## Value Non NR Oui
## Frequency 2 7 5 2
## Proportion 0.125 0.438 0.312 0.125
## --------------------------------------------------------------------------------
## Regime
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 79 2 14
## Proportion 0.159 0.699 0.018 0.124
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 92 2 1
## Proportion 0.159 0.814 0.018 0.009
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct
## 113 0 3
##
## Value Non NR
## Frequency 18 93 2
## Proportion 0.159 0.823 0.018
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 91 2 2
## Proportion 0.159 0.805 0.018 0.018
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 92 2 1
## Proportion 0.159 0.814 0.018 0.009
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 82 2 11
## Proportion 0.159 0.726 0.018 0.097
## --------------------------------------------------------------------------------
## Budget
## n missing distinct
## 113 0 6
##
## lowest : < 2Non > 5Non 2Non - 5Non autre
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre
## Frequency 18 17 10 35 4
## Proportion 0.159 0.150 0.088 0.310 0.035
##
## Value NR
## Frequency 29
## Proportion 0.257
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale
## n missing distinct
## 34 79 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 18 1 2
## Proportion 0.529 0.029 0.059
##
## Value NR raison medicale
## Frequency 2 11
## Proportion 0.059 0.324
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct
## 112 1 4
##
## Value Non NR Oui
## Frequency 18 73 8 13
## Proportion 0.161 0.652 0.071 0.116
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct
## 110 3 4
##
## Value Non NR Oui
## Frequency 18 46 12 34
## Proportion 0.164 0.418 0.109 0.309
## --------------------------------------------------------------------------------
## SiOui.MedG
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 19 13 14
## Proportion 0.281 0.297 0.203 0.219
## --------------------------------------------------------------------------------
## SiOui.MedSpe
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 22 13 11
## Proportion 0.281 0.344 0.203 0.172
## --------------------------------------------------------------------------------
## SiOui.PharmOff
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 15 13 18
## Proportion 0.281 0.234 0.203 0.281
## --------------------------------------------------------------------------------
## SiOui.PharmH
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 30 13 3
## Proportion 0.281 0.469 0.203 0.047
## --------------------------------------------------------------------------------
## SiOui.kine
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 29 13 4
## Proportion 0.281 0.453 0.203 0.062
## --------------------------------------------------------------------------------
## SiOui.ost
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 30 13 3
## Proportion 0.281 0.469 0.203 0.047
## --------------------------------------------------------------------------------
## SiOui.InfLib
## n missing distinct
## 64 49 3
##
## Value Non NR
## Frequency 18 33 13
## Proportion 0.281 0.516 0.203
## --------------------------------------------------------------------------------
## SiOui.InfH
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 30 13 3
## Proportion 0.281 0.469 0.203 0.047
## --------------------------------------------------------------------------------
## SiOui.Diet
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 29 13 4
## Proportion 0.281 0.453 0.203 0.062
## --------------------------------------------------------------------------------
## SiOui.Nat
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 27 13 6
## Proportion 0.281 0.422 0.203 0.094
## --------------------------------------------------------------------------------
## SiOui.Autre.1
## n missing distinct
## 64 49 3
##
## Value Non NR
## Frequency 18 33 13
## Proportion 0.281 0.516 0.203
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 64 2 29
## Proportion 0.159 0.566 0.018 0.257
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct
## 112 1 4
##
## Value Non NR Oui
## Frequency 18 75 12 7
## Proportion 0.161 0.670 0.107 0.062
## --------------------------------------------------------------------------------
## Expression
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 49 1 45
## Proportion 0.159 0.434 0.009 0.398
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct
## 113 0 4
##
## Value NA/NR Non Oui
## Frequency 18 8 76 11
## Proportion 0.159 0.071 0.673 0.097
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 42 1 52
## Proportion 0.159 0.372 0.009 0.460
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse.1
## n missing distinct
## 61 52 4
##
## Value Non NR Oui
## Frequency 18 13 6 24
## Proportion 0.295 0.213 0.098 0.393
## --------------------------------------------------------------------------------
## SiNon.PasEfficace.1
## n missing distinct
## 61 52 4
##
## Value Non NR Oui
## Frequency 18 31 6 6
## Proportion 0.295 0.508 0.098 0.098
## --------------------------------------------------------------------------------
## SiNon.Mauvais.1
## n missing distinct
## 61 52 4
##
## Value Non NR Oui
## Frequency 18 36 6 1
## Proportion 0.295 0.590 0.098 0.016
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn.1
## n missing distinct
## 61 52 3
##
## Value Non NR
## Frequency 18 37 6
## Proportion 0.295 0.607 0.098
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro.1
## n missing distinct
## 61 52 4
##
## Value Non NR Oui
## Frequency 18 35 6 2
## Proportion 0.295 0.574 0.098 0.033
## --------------------------------------------------------------------------------
## SiNon.PasBudget.1
## n missing distinct
## 61 52 3
##
## Value Non NR
## Frequency 18 37 6
## Proportion 0.295 0.607 0.098
## --------------------------------------------------------------------------------
## SiNon.Autre.1
## n missing distinct
## 61 52 4
##
## Value Non NR Oui
## Frequency 18 25 6 12
## Proportion 0.295 0.410 0.098 0.197
## --------------------------------------------------------------------------------
## SiOui.HE.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 29 1 23
## Proportion 0.254 0.408 0.014 0.324
## --------------------------------------------------------------------------------
## SiOui.Plante.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 41 1 11
## Proportion 0.254 0.577 0.014 0.155
## --------------------------------------------------------------------------------
## SiOui.Homeo.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 30 1 22
## Proportion 0.254 0.423 0.014 0.310
## --------------------------------------------------------------------------------
## SiOui.Champi.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 51 1 1
## Proportion 0.254 0.718 0.014 0.014
## --------------------------------------------------------------------------------
## SiOui.Algue.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 51 1 1
## Proportion 0.254 0.718 0.014 0.014
## --------------------------------------------------------------------------------
## SiOui.ComplAlim.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 38 1 14
## Proportion 0.254 0.535 0.014 0.197
## --------------------------------------------------------------------------------
## SiOui.Probio.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 23 1 29
## Proportion 0.254 0.324 0.014 0.408
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 29 1 23
## Proportion 0.254 0.408 0.014 0.324
## --------------------------------------------------------------------------------
## SiOui.FlBach.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 47 1 5
## Proportion 0.254 0.662 0.014 0.070
## --------------------------------------------------------------------------------
## SiOui.Tisane.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 28 1 24
## Proportion 0.254 0.394 0.014 0.338
## --------------------------------------------------------------------------------
## SiOui.CBD.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 50 1 2
## Proportion 0.254 0.704 0.014 0.028
## --------------------------------------------------------------------------------
## SiOuiEpiceArom.1
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 41 1 11
## Proportion 0.254 0.577 0.014 0.155
## --------------------------------------------------------------------------------
## SiOui.Autre.2
## n missing distinct
## 71 42 4
##
## Value Non NR Oui
## Frequency 18 46 1 6
## Proportion 0.254 0.648 0.014 0.085
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 36 9 50
## Proportion 0.159 0.319 0.080 0.442
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau.1
## n missing distinct
## 77 36 10
##
## lowest : amelioration respiratoire anti-acné anti-infectieux (gel hydroalcoolique) bien être, massage, sommeil
## highest: hydratation (dont eczema), entretien de la peau, aide à la cicatrisation keratodermie aquagenique nettoyage de la peau NR prise en charge d'un traumatisme benin
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau.1
## n missing distinct
## 77 36 7
##
## lowest : anti-inflammatoire (dont corticoide) bien être, massage, sommeil confort musculaire nettoyage de la peau
## highest: bien être, massage, sommeil confort musculaire nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct
## 110 3 4
##
## Value Non NR Oui
## Frequency 18 9 32 51
## Proportion 0.164 0.082 0.291 0.464
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct
## 99 14 8
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible
## highest: composition (la plus naturelle possible, peu d'ingredients…) composition la plus naturelle possible NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct
## 99 14 4
##
## (46, 0.465), avis, retours, conseils sur ce produit (2, 0.020), NR (50, 0.505),
## produit efficace (1, 0.010)
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct
## 110 3 4
##
## Value Non NR Oui
## Frequency 18 45 32 15
## Proportion 0.164 0.409 0.291 0.136
## --------------------------------------------------------------------------------
## CritProvCategorieOui.1
## n missing distinct
## 66 47 4
##
## Value en pharmacie fabrique en France
## Frequency 18 1 8
## Proportion 0.273 0.015 0.121
##
## Value NR
## Frequency 39
## Proportion 0.591
## --------------------------------------------------------------------------------
## CritProvCategorie2.1
## n missing distinct
## 69 44 3
##
## Value fabrique en Europe NR
## Frequency 30 2 37
## Proportion 0.435 0.029 0.536
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct
## 110 3 4
##
## Value Non NR Oui
## Frequency 18 47 32 13
## Proportion 0.164 0.427 0.291 0.118
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct
## 108 5 4
##
## Value Non NR Oui
## Frequency 18 47 32 11
## Proportion 0.167 0.435 0.296 0.102
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 66 1 28
## Proportion 0.159 0.584 0.009 0.248
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 89 1 5
## Proportion 0.159 0.788 0.009 0.044
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 83 1 11
## Proportion 0.159 0.735 0.009 0.097
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 89 1 5
## Proportion 0.159 0.788 0.009 0.044
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 75 7 13
## Proportion 0.159 0.664 0.062 0.115
## --------------------------------------------------------------------------------
## Psychia.1
## n missing distinct
## 16 97 4
##
## Value Non NR Oui
## Frequency 2 8 5 1
## Proportion 0.125 0.500 0.312 0.062
## --------------------------------------------------------------------------------
## Psychol.1
## n missing distinct
## 16 97 4
##
## Value Non NR Oui
## Frequency 2 1 5 8
## Proportion 0.125 0.062 0.312 0.500
## --------------------------------------------------------------------------------
## Psychotp.1
## n missing distinct
## 16 97 3
##
## Value Non NR
## Frequency 2 9 5
## Proportion 0.125 0.562 0.312
## --------------------------------------------------------------------------------
## PsyAutre.1
## n missing distinct
## 16 97 4
##
## Value Non NR Oui
## Frequency 2 7 5 2
## Proportion 0.125 0.438 0.312 0.125
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 79 2 14
## Proportion 0.159 0.699 0.018 0.124
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 92 2 1
## Proportion 0.159 0.814 0.018 0.009
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct
## 113 0 3
##
## Value Non NR
## Frequency 18 93 2
## Proportion 0.159 0.823 0.018
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 91 2 2
## Proportion 0.159 0.805 0.018 0.018
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 92 2 1
## Proportion 0.159 0.814 0.018 0.009
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 82 2 11
## Proportion 0.159 0.726 0.018 0.097
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct
## 113 0 6
##
## lowest : < 2Non > 5Non 2Non - 5Non autre
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre
## Frequency 18 17 10 35 4
## Proportion 0.159 0.150 0.088 0.310 0.035
##
## Value NR
## Frequency 29
## Proportion 0.257
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale.1
## n missing distinct
## 34 79 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 18 1 2
## Proportion 0.529 0.029 0.059
##
## Value NR raison medicale
## Frequency 2 11
## Proportion 0.059 0.324
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct
## 112 1 4
##
## Value Non NR Oui
## Frequency 18 73 8 13
## Proportion 0.161 0.652 0.071 0.116
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct
## 110 3 4
##
## Value Non NR Oui
## Frequency 18 46 12 34
## Proportion 0.164 0.418 0.109 0.309
## --------------------------------------------------------------------------------
## SiOui.MedG.1
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 19 13 14
## Proportion 0.281 0.297 0.203 0.219
## --------------------------------------------------------------------------------
## SiOui.MedSpe.1
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 22 13 11
## Proportion 0.281 0.344 0.203 0.172
## --------------------------------------------------------------------------------
## SiOui.PharmOff.1
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 15 13 18
## Proportion 0.281 0.234 0.203 0.281
## --------------------------------------------------------------------------------
## SiOui.PharmH.1
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 30 13 3
## Proportion 0.281 0.469 0.203 0.047
## --------------------------------------------------------------------------------
## SiOui.kine.1
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 29 13 4
## Proportion 0.281 0.453 0.203 0.062
## --------------------------------------------------------------------------------
## SiOui.ost.1
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 30 13 3
## Proportion 0.281 0.469 0.203 0.047
## --------------------------------------------------------------------------------
## SiOui.InfLib.1
## n missing distinct
## 64 49 3
##
## Value Non NR
## Frequency 18 33 13
## Proportion 0.281 0.516 0.203
## --------------------------------------------------------------------------------
## SiOui.InfH.1
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 30 13 3
## Proportion 0.281 0.469 0.203 0.047
## --------------------------------------------------------------------------------
## SiOui.Diet.1
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 29 13 4
## Proportion 0.281 0.453 0.203 0.062
## --------------------------------------------------------------------------------
## SiOui.Nat.1
## n missing distinct
## 64 49 4
##
## Value Non NR Oui
## Frequency 18 27 13 6
## Proportion 0.281 0.422 0.203 0.094
## --------------------------------------------------------------------------------
## SiOui.Autre.3
## n missing distinct
## 64 49 3
##
## Value Non NR
## Frequency 18 33 13
## Proportion 0.281 0.516 0.203
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 64 2 29
## Proportion 0.159 0.566 0.018 0.257
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct
## 112 1 4
##
## Value Non NR Oui
## Frequency 18 75 12 7
## Proportion 0.161 0.670 0.107 0.062
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct
## 113 0 4
##
## Value Non NR Oui
## Frequency 18 49 1 45
## Proportion 0.159 0.434 0.009 0.398
## --------------------------------------------------------------------------------
## ------------------------------------------------------------
## Descriptif_Mucautomed_V1$Colonisation_PS_SAmetiR: Oui
## data[x, , drop = FALSE]
##
## 184 Variables 58 Observations
## --------------------------------------------------------------------------------
## centre
## n missing distinct
## 58 0 2
##
## Value Adulte Péditrie
## Frequency 47 11
## Proportion 0.81 0.19
## --------------------------------------------------------------------------------
## Rempli_Parent
## n missing distinct
## 11 47 2
##
## Value Non Oui
## Frequency 1 10
## Proportion 0.091 0.909
## --------------------------------------------------------------------------------
## Age.à.l.inclusion..année.
## n missing distinct Info Mean Gmd .05 .10
## 58 0 58 1 32.09 14.93 10.83 15.29
## .25 .50 .75 .90 .95
## 23.30 32.73 40.96 50.20 53.64
##
## lowest : 7.13 10.00 10.79 10.84 13.77, highest: 51.12 53.58 53.99 56.46 62.74
## --------------------------------------------------------------------------------
## Genre
## n missing distinct
## 58 0 2
##
## Value F M
## Frequency 24 34
## Proportion 0.414 0.586
## --------------------------------------------------------------------------------
## Grossesse
## n missing distinct Info Sum Mean Gmd
## 16 42 2 0.329 2 0.125 0.2333
##
## --------------------------------------------------------------------------------
## TrimGro
## n missing distinct Info Mean Gmd
## 2 56 1 0 1 0
##
## Value 1
## Frequency 2
## Proportion 1
## --------------------------------------------------------------------------------
## Taille..m.
## n missing distinct Info Mean Gmd .05 .10
## 58 0 29 0.997 1.653 0.1332 1.384 1.500
## .25 .50 .75 .90 .95
## 1.593 1.685 1.737 1.760 1.810
##
## lowest : 1.210 1.315 1.350 1.390 1.480, highest: 1.760 1.770 1.810 1.830 1.850
## --------------------------------------------------------------------------------
## Poids..kg.
## n missing distinct Info Mean Gmd .05 .10
## 58 0 38 0.999 57.55 13.81 32.31 45.35
## .25 .50 .75 .90 .95
## 50.25 57.85 65.75 72.00 74.00
##
## lowest : 20.6 27.0 30.7 32.6 45.0, highest: 72.0 73.0 74.0 77.0 87.0
## --------------------------------------------------------------------------------
## IMC
## n missing distinct Info Mean Gmd .05 .10
## 58 0 56 1 20.79 3.133 16.68 17.72
## .25 .50 .75 .90 .95
## 18.79 21.17 22.20 24.80 25.25
##
## lowest : 14.07 14.81 16.53 16.71 16.87, highest: 25.01 25.16 25.73 25.96 26.56
## --------------------------------------------------------------------------------
## AnneeDgn
## n missing distinct Info Mean Gmd .05 .10
## 37 21 23 0.997 1997 15.64 1977 1981
## .25 .50 .75 .90 .95
## 1985 1996 2007 2013 2016
##
## lowest : 1968 1972 1978 1981 1982, highest: 2011 2012 2015 2021 2022
## --------------------------------------------------------------------------------
## Transplant
## n missing distinct
## 58 0 2
##
## Value Non Oui
## Frequency 54 4
## Proportion 0.931 0.069
## --------------------------------------------------------------------------------
## OrganeTranspl
## n missing distinct
## 58 0 5
##
## lowest : poumon, foie, rein poumon, rein poumons poumons (bipulmonaire)
## highest: poumon, foie, rein poumon, rein poumons poumons (bipulmonaire)
##
## Value poumon, foie, rein poumon, rein
## Frequency 54 1 1
## Proportion 0.931 0.017 0.017
##
## Value poumons poumons (bipulmonaire)
## Frequency 1 1
## Proportion 0.017 0.017
## --------------------------------------------------------------------------------
## VEMS....
## n missing distinct Info Mean Gmd .05 .10
## 56 2 45 0.999 77.54 30.89 38.75 46.00
## .25 .50 .75 .90 .95
## 54.50 77.00 99.25 113.50 118.50
##
## lowest : 30 35 40 44 46, highest: 115 118 120 121 135
## --------------------------------------------------------------------------------
## VEMS..mL.s.
## n missing distinct Info Mean Gmd .05 .10
## 56 2 49 1 2560 1213 1160 1200
## .25 .50 .75 .90 .95
## 1715 2490 3375 3860 4320
##
## lowest : 850 1000 1130 1170 1190, highest: 4200 4280 4440 4480 5470
## --------------------------------------------------------------------------------
## Diabete
## n missing distinct
## 58 0 4
##
## Value insulino-requerant non
## Frequency 2 13 36
## Proportion 0.034 0.224 0.621
##
## Value non insulino-requerant
## Frequency 7
## Proportion 0.121
## --------------------------------------------------------------------------------
## Zscore
## n missing distinct Info Mean Gmd
## 9 49 9 1 0.1089 1.264
##
## lowest : -1.14 -0.80 -0.77 -0.47 -0.12, highest: -0.12 0.02 0.87 1.54 1.85
##
## Value -1.14 -0.80 -0.77 -0.47 -0.12 0.02 0.87 1.54 1.85
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111
## --------------------------------------------------------------------------------
## PAC
## n missing distinct Info Sum Mean Gmd
## 53 5 2 0.526 12 0.2264 0.357
##
## --------------------------------------------------------------------------------
## NivEtude1
## n missing distinct
## 58 0 5
##
## lowest : > bac aucun ou < CEP bac brevet-CAP-BEP NR
## highest: > bac aucun ou < CEP bac brevet-CAP-BEP NR
##
## Value > bac aucun ou < CEP bac brevet-CAP-BEP
## Frequency 33 4 10 9
## Proportion 0.569 0.069 0.172 0.155
##
## Value NR
## Frequency 2
## Proportion 0.034
## --------------------------------------------------------------------------------
## NivEtude2
## n missing distinct
## 58 0 2
##
## Value > bac
## Frequency 56 2
## Proportion 0.966 0.034
## --------------------------------------------------------------------------------
## Colonisation_1
## n missing distinct
## 58 0 2
##
## Value Pseudomonas aeruginosa
## Frequency 1 57
## Proportion 0.017 0.983
## --------------------------------------------------------------------------------
## pyo.Resistant.ou.sensible
## n missing distinct
## 56 2 4
##
## Value donnee manquante R S S et R
## Frequency 36 3 14 3
## Proportion 0.643 0.054 0.250 0.054
## --------------------------------------------------------------------------------
## Colonisation_2
## n missing distinct
## 58 0 8
##
## lowest : S aureus méti R Achromobacter ssp Nocardia Pa résistant
## highest: Nocardia Pa résistant Proteus mirabilis S aureus méti S Serratia marcescens
##
## (31, 0.534), S aureus méti R (5, 0.086), Achromobacter ssp (1, 0.017), Nocardia
## (1, 0.017), Pa résistant (1, 0.017), Proteus mirabilis (1, 0.017), S aureus
## méti S (17, 0.293), Serratia marcescens (1, 0.017)
## --------------------------------------------------------------------------------
## Colonisation_3
## n missing distinct
## 58 0 6
##
## lowest : S aureus méti R Achromobacter ssp Autre bactérie S aureus méti S
## highest: S aureus méti R Achromobacter ssp Autre bactérie S aureus méti S Serratia marcescens
##
## Value S aureus méti R Achromobacter ssp
## Frequency 52 1 1
## Proportion 0.897 0.017 0.017
##
## Value Autre bactérie S aureus méti S Serratia marcescens
## Frequency 1 2 1
## Proportion 0.017 0.034 0.017
## --------------------------------------------------------------------------------
## Colonisation_PS_SAmetiR
## n missing distinct value
## 58 0 1 Oui
##
## Value Oui
## Frequency 58
## Proportion 1
## --------------------------------------------------------------------------------
## SaitCiter
## n missing distinct
## 58 0 3
##
## Value NA 0 1
## Frequency 1 1 56
## Proportion 0.017 0.017 0.966
## --------------------------------------------------------------------------------
## CatSocioProf1
## n missing distinct
## 58 0 8
##
## lowest : agriculteurs exploitants artisans, commercants, chefs d'entreprise cadres et professions intellectuelles superieures employes
## highest: cadres et professions intellectuelles superieures employes ouvriers professions intermediaires sans activite professionnelle
## --------------------------------------------------------------------------------
## CatSocioProf2
## n missing distinct
## 10 48 2
##
## Value
## Frequency 9
## Proportion 0.9
##
## Value cadres et professions intellectuelles superieures
## Frequency 1
## Proportion 0.1
## --------------------------------------------------------------------------------
## MdtSpeMuco1
## n missing distinct
## 58 0 5
##
## lowest : KAFTRIO KALYDECO non ORKAMBI SYMKEVI
## highest: KAFTRIO KALYDECO non ORKAMBI SYMKEVI
##
## Value KAFTRIO KALYDECO non ORKAMBI SYMKEVI
## Frequency 4 30 21 2 1
## Proportion 0.069 0.517 0.362 0.034 0.017
## --------------------------------------------------------------------------------
## MdtSpeMuco2
## n missing distinct
## 58 0 2
##
## Value KAFTRIO
## Frequency 27 31
## Proportion 0.466 0.534
## --------------------------------------------------------------------------------
## MdtsAutomed
## n missing distinct Info Sum Mean Gmd
## 38 20 2 0.717 23 0.6053 0.4908
##
## --------------------------------------------------------------------------------
## NbAutomed
## n missing distinct Info Mean Gmd
## 38 20 6 0.908 1.342 1.723
##
## lowest : 0 1 2 3 6, highest: 1 2 3 6 8
##
## Value 0 1 2 3 6 8
## Frequency 15 11 7 2 2 1
## Proportion 0.395 0.289 0.184 0.053 0.053 0.026
## --------------------------------------------------------------------------------
## Antalgique
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.432 19 0.8261 0.3004
##
## --------------------------------------------------------------------------------
## antiinflammatoire..VO.ou.cutanée.
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.341 3 0.1304 0.2372
##
## --------------------------------------------------------------------------------
## antispasmodique
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.58 6 0.2609 0.4032
##
## --------------------------------------------------------------------------------
## ttt.meteorisme
## n missing distinct Info Mean Gmd
## 23 35 1 0 0 0
##
## Value 0
## Frequency 23
## Proportion 1
## --------------------------------------------------------------------------------
## Laxatif
## n missing distinct Info Mean Gmd
## 23 35 1 0 0 0
##
## Value 0
## Frequency 23
## Proportion 1
## --------------------------------------------------------------------------------
## Antidiarrhéique
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.239 2 0.08696 0.166
##
## --------------------------------------------------------------------------------
## antiacide
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## antiémétique
## n missing distinct Info Mean Gmd
## 23 35 1 0 0 0
##
## Value 0
## Frequency 23
## Proportion 1
## --------------------------------------------------------------------------------
## spécialités.ORL..decongestionnants.vasoconstricteurs..antalgiques.antibacteriens..solutions.de.lavage.de.nez..
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## expectorant.fluidifiant.bronchique
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.239 2 0.08696 0.166
##
## --------------------------------------------------------------------------------
## bronchodilatateur
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## corticoide.cutané
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## Antiinfectieux
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.239 2 0.08696 0.166
##
## --------------------------------------------------------------------------------
## Antiseptiques
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.239 2 0.08696 0.166
##
## --------------------------------------------------------------------------------
## antiallergique..antiH1..
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## anxiolytique..benzodiazepine.
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## sedatifs.hypno
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## antihemorragique
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## topique.acne
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## element.mineral.vitamines..Zinc..Mg..
## n missing distinct Info Sum Mean Gmd
## 23 35 2 0.125 1 0.04348 0.08696
##
## --------------------------------------------------------------------------------
## homéopathie
## n missing distinct Info Mean Gmd
## 23 35 3 0.239 0.1739 0.3399
##
## Value 0 1 3
## Frequency 21 1 1
## Proportion 0.913 0.043 0.043
## --------------------------------------------------------------------------------
## ModifAutomed
## n missing distinct
## 58 0 4
##
## Value NA/NR Non Oui
## Frequency 20 3 31 4
## Proportion 0.345 0.052 0.534 0.069
## --------------------------------------------------------------------------------
## ConsoMedCompl
## n missing distinct
## 58 0 3
##
## Value Non Oui
## Frequency 20 22 16
## Proportion 0.345 0.379 0.276
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 6 2 14
## Proportion 0.476 0.143 0.048 0.333
## --------------------------------------------------------------------------------
## SiNon.PasEfficace
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 18 2 2
## Proportion 0.476 0.429 0.048 0.048
## --------------------------------------------------------------------------------
## SiNon.Mauvais
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 18 2 2
## Proportion 0.476 0.429 0.048 0.048
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 19 2 1
## Proportion 0.476 0.452 0.048 0.024
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro
## n missing distinct
## 42 16 3
##
## Value Non NR
## Frequency 20 20 2
## Proportion 0.476 0.476 0.048
## --------------------------------------------------------------------------------
## SiNon.PasBudget
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 17 2 3
## Proportion 0.476 0.405 0.048 0.071
## --------------------------------------------------------------------------------
## SiNon.Autre
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 16 2 4
## Proportion 0.476 0.381 0.048 0.095
## --------------------------------------------------------------------------------
## SiOui.HE
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 8 8
## Proportion 0.556 0.222 0.222
## --------------------------------------------------------------------------------
## SiOui.Plante
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 13 3
## Proportion 0.556 0.361 0.083
## --------------------------------------------------------------------------------
## SiOui.Homeo
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 9 7
## Proportion 0.556 0.250 0.194
## --------------------------------------------------------------------------------
## SiOui.Champi
## n missing distinct
## 36 22 2
##
## Value Non
## Frequency 20 16
## Proportion 0.556 0.444
## --------------------------------------------------------------------------------
## SiOui.Algue
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 15 1
## Proportion 0.556 0.417 0.028
## --------------------------------------------------------------------------------
## SiOui.ComplAlim
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 8 8
## Proportion 0.556 0.222 0.222
## --------------------------------------------------------------------------------
## SiOui.Probio
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 11 5
## Proportion 0.556 0.306 0.139
## --------------------------------------------------------------------------------
## SiOui.VitOlig
## n missing distinct
## 37 21 3
##
## Value Non Oui
## Frequency 20 14 3
## Proportion 0.541 0.378 0.081
## --------------------------------------------------------------------------------
## SiOui.FlBach
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 15 1
## Proportion 0.556 0.417 0.028
## --------------------------------------------------------------------------------
## SiOui.Tisane
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 9 7
## Proportion 0.556 0.250 0.194
## --------------------------------------------------------------------------------
## SiOui.CBD
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 13 3
## Proportion 0.556 0.361 0.083
## --------------------------------------------------------------------------------
## SiOuiEpiceArom
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 13 3
## Proportion 0.556 0.361 0.083
## --------------------------------------------------------------------------------
## SiOui.Autre
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 14 2
## Proportion 0.556 0.389 0.056
## --------------------------------------------------------------------------------
## PdtPeau
## n missing distinct
## 58 0 3
##
## Value Non Oui
## Frequency 21 15 22
## Proportion 0.362 0.259 0.379
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau
## n missing distinct
## 44 14 8
##
## lowest : amelioration respiratoire anti-acné confort musculaire hydratation (dont eczema), entretien de la peau, aide à la cicatrisation
## highest: confort musculaire hydratation (dont eczema), entretien de la peau, aide à la cicatrisation nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau
## n missing distinct
## 44 14 6
##
## lowest : anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil nettoyage de la peau
## highest: anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil nettoyage de la peau NR
## --------------------------------------------------------------------------------
## CritQual
## n missing distinct
## 57 1 4
##
## Value Non NR Oui
## Frequency 20 5 11 21
## Proportion 0.351 0.088 0.193 0.368
## --------------------------------------------------------------------------------
## CritQualCategorieOui
## n missing distinct
## 52 6 7
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) NR
## highest: avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2
## n missing distinct
## 52 6 5
##
## lowest : autre avis, retours, conseils sur ce produit NR produit efficace
## highest: autre avis, retours, conseils sur ce produit NR produit efficace
##
## (32, 0.615), autre (1, 0.019), avis, retours, conseils sur ce produit (1,
## 0.019), NR (17, 0.327), produit efficace (1, 0.019)
## --------------------------------------------------------------------------------
## CritProv
## n missing distinct
## 57 1 4
##
## Value Non NR Oui
## Frequency 20 19 11 7
## Proportion 0.351 0.333 0.193 0.123
## --------------------------------------------------------------------------------
## CritProvCategorieOui
## n missing distinct
## 38 20 4
##
## Value en pharmacie fabrique en France
## Frequency 20 1 5
## Proportion 0.526 0.026 0.132
##
## Value NR
## Frequency 12
## Proportion 0.316
## --------------------------------------------------------------------------------
## CritProvCategorie2
## n missing distinct
## 40 18 3
##
## Value fabrique en Asie NR
## Frequency 27 1 12
## Proportion 0.675 0.025 0.300
## --------------------------------------------------------------------------------
## CritPrix
## n missing distinct
## 57 1 4
##
## Value Non NR Oui
## Frequency 20 19 11 7
## Proportion 0.351 0.333 0.193 0.123
## --------------------------------------------------------------------------------
## CritAutre
## n missing distinct
## 57 1 4
##
## Value Non NR Oui
## Frequency 20 25 11 1
## Proportion 0.351 0.439 0.193 0.018
## --------------------------------------------------------------------------------
## ThManuPhy
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 23 1 14
## Proportion 0.345 0.397 0.017 0.241
## --------------------------------------------------------------------------------
## ThMedChin
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 35 1 2
## Proportion 0.345 0.603 0.017 0.034
## --------------------------------------------------------------------------------
## ThPsyCorp
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 33 1 4
## Proportion 0.345 0.569 0.017 0.069
## --------------------------------------------------------------------------------
## ThAutre
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 35 1 2
## Proportion 0.345 0.603 0.017 0.034
## --------------------------------------------------------------------------------
## PsychoTh
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 31 1 6
## Proportion 0.345 0.534 0.017 0.103
## --------------------------------------------------------------------------------
## Psychia
## n missing distinct value
## 3 55 1 Non
##
## Value Non
## Frequency 3
## Proportion 1
## --------------------------------------------------------------------------------
## Psychol
## n missing distinct value
## 3 55 1 Oui
##
## Value Oui
## Frequency 3
## Proportion 1
## --------------------------------------------------------------------------------
## Psychotp
## n missing distinct value
## 3 55 1 Non
##
## Value Non
## Frequency 3
## Proportion 1
## --------------------------------------------------------------------------------
## PsyAutre
## n missing distinct value
## 3 55 1 Non
##
## Value Non
## Frequency 3
## Proportion 1
## --------------------------------------------------------------------------------
## Regime
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 29 1 8
## Proportion 0.345 0.500 0.017 0.138
## --------------------------------------------------------------------------------
## Vegetr
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 36 1 1
## Proportion 0.345 0.621 0.017 0.017
## --------------------------------------------------------------------------------
## Vegetl
## n missing distinct
## 58 0 3
##
## Value Non NR
## Frequency 20 37 1
## Proportion 0.345 0.638 0.017
## --------------------------------------------------------------------------------
## SansGlu
## n missing distinct
## 58 0 3
##
## Value Non NR
## Frequency 20 37 1
## Proportion 0.345 0.638 0.017
## --------------------------------------------------------------------------------
## SansLac
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 36 1 1
## Proportion 0.345 0.621 0.017 0.017
## --------------------------------------------------------------------------------
## RegiAutre
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 30 1 7
## Proportion 0.345 0.517 0.017 0.121
## --------------------------------------------------------------------------------
## Budget
## n missing distinct
## 58 0 6
##
## lowest : < 2Non > 5Non 2Non - 5Non autre
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre
## Frequency 20 12 2 10 1
## Proportion 0.345 0.207 0.034 0.172 0.017
##
## Value NR
## Frequency 13
## Proportion 0.224
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale
## n missing distinct
## 30 28 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 21 2 1
## Proportion 0.700 0.067 0.033
##
## Value NR raison medicale
## Frequency 1 5
## Proportion 0.033 0.167
## --------------------------------------------------------------------------------
## ConnaissInter
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 22 9 7
## Proportion 0.345 0.379 0.155 0.121
## --------------------------------------------------------------------------------
## InterrogProfSante
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 19 9 10
## Proportion 0.345 0.328 0.155 0.172
## --------------------------------------------------------------------------------
## SiOui.MedG
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 5 8 5
## Proportion 0.526 0.132 0.211 0.132
## --------------------------------------------------------------------------------
## SiOui.MedSpe
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 5 8 5
## Proportion 0.526 0.132 0.211 0.132
## --------------------------------------------------------------------------------
## SiOui.PharmOff
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 8 8 2
## Proportion 0.526 0.211 0.211 0.053
## --------------------------------------------------------------------------------
## SiOui.PharmH
## n missing distinct
## 38 20 3
##
## Value Non NR
## Frequency 20 10 8
## Proportion 0.526 0.263 0.211
## --------------------------------------------------------------------------------
## SiOui.kine
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 9 8 1
## Proportion 0.526 0.237 0.211 0.026
## --------------------------------------------------------------------------------
## SiOui.ost
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 9 8 1
## Proportion 0.526 0.237 0.211 0.026
## --------------------------------------------------------------------------------
## SiOui.InfLib
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 9 8 1
## Proportion 0.526 0.237 0.211 0.026
## --------------------------------------------------------------------------------
## SiOui.InfH
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 8 8 2
## Proportion 0.526 0.211 0.211 0.053
## --------------------------------------------------------------------------------
## SiOui.Diet
## n missing distinct
## 38 20 3
##
## Value Non NR
## Frequency 20 10 8
## Proportion 0.526 0.263 0.211
## --------------------------------------------------------------------------------
## SiOui.Nat
## n missing distinct
## 38 20 3
##
## Value Non NR
## Frequency 20 10 8
## Proportion 0.526 0.263 0.211
## --------------------------------------------------------------------------------
## SiOui.Autre.1
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 9 8 1
## Proportion 0.526 0.237 0.211 0.026
## --------------------------------------------------------------------------------
## COVIDOui9
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 26 1 11
## Proportion 0.345 0.448 0.017 0.190
## --------------------------------------------------------------------------------
## COVIDModifMedCompl
## n missing distinct
## 58 0 3
##
## Value Non NR
## Frequency 20 33 5
## Proportion 0.345 0.569 0.086
## --------------------------------------------------------------------------------
## Expression
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 17 1 20
## Proportion 0.345 0.293 0.017 0.345
## --------------------------------------------------------------------------------
## ModifAutomed.1
## n missing distinct
## 58 0 4
##
## Value NA/NR Non Oui
## Frequency 20 3 31 4
## Proportion 0.345 0.052 0.534 0.069
## --------------------------------------------------------------------------------
## ConsoMedCompl.1
## n missing distinct
## 58 0 3
##
## Value Non Oui
## Frequency 20 22 16
## Proportion 0.345 0.379 0.276
## --------------------------------------------------------------------------------
## SiNon.JmsInteresse.1
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 6 2 14
## Proportion 0.476 0.143 0.048 0.333
## --------------------------------------------------------------------------------
## SiNon.PasEfficace.1
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 18 2 2
## Proportion 0.476 0.429 0.048 0.048
## --------------------------------------------------------------------------------
## SiNon.Mauvais.1
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 18 2 2
## Proportion 0.476 0.429 0.048 0.048
## --------------------------------------------------------------------------------
## SiNon.ConseilProIgn.1
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 19 2 1
## Proportion 0.476 0.452 0.048 0.024
## --------------------------------------------------------------------------------
## SiNon.DeconseillePro.1
## n missing distinct
## 42 16 3
##
## Value Non NR
## Frequency 20 20 2
## Proportion 0.476 0.476 0.048
## --------------------------------------------------------------------------------
## SiNon.PasBudget.1
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 17 2 3
## Proportion 0.476 0.405 0.048 0.071
## --------------------------------------------------------------------------------
## SiNon.Autre.1
## n missing distinct
## 42 16 4
##
## Value Non NR Oui
## Frequency 20 16 2 4
## Proportion 0.476 0.381 0.048 0.095
## --------------------------------------------------------------------------------
## SiOui.HE.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 8 8
## Proportion 0.556 0.222 0.222
## --------------------------------------------------------------------------------
## SiOui.Plante.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 13 3
## Proportion 0.556 0.361 0.083
## --------------------------------------------------------------------------------
## SiOui.Homeo.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 9 7
## Proportion 0.556 0.250 0.194
## --------------------------------------------------------------------------------
## SiOui.Champi.1
## n missing distinct
## 36 22 2
##
## Value Non
## Frequency 20 16
## Proportion 0.556 0.444
## --------------------------------------------------------------------------------
## SiOui.Algue.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 15 1
## Proportion 0.556 0.417 0.028
## --------------------------------------------------------------------------------
## SiOui.ComplAlim.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 8 8
## Proportion 0.556 0.222 0.222
## --------------------------------------------------------------------------------
## SiOui.Probio.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 11 5
## Proportion 0.556 0.306 0.139
## --------------------------------------------------------------------------------
## SiOui.VitOlig.1
## n missing distinct
## 37 21 3
##
## Value Non Oui
## Frequency 20 14 3
## Proportion 0.541 0.378 0.081
## --------------------------------------------------------------------------------
## SiOui.FlBach.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 15 1
## Proportion 0.556 0.417 0.028
## --------------------------------------------------------------------------------
## SiOui.Tisane.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 9 7
## Proportion 0.556 0.250 0.194
## --------------------------------------------------------------------------------
## SiOui.CBD.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 13 3
## Proportion 0.556 0.361 0.083
## --------------------------------------------------------------------------------
## SiOuiEpiceArom.1
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 13 3
## Proportion 0.556 0.361 0.083
## --------------------------------------------------------------------------------
## SiOui.Autre.2
## n missing distinct
## 36 22 3
##
## Value Non Oui
## Frequency 20 14 2
## Proportion 0.556 0.389 0.056
## --------------------------------------------------------------------------------
## PdtPeau.1
## n missing distinct
## 58 0 3
##
## Value Non Oui
## Frequency 21 15 22
## Proportion 0.362 0.259 0.379
## --------------------------------------------------------------------------------
## effet.recherchéOui.produit.peau.1
## n missing distinct
## 44 14 8
##
## lowest : amelioration respiratoire anti-acné confort musculaire hydratation (dont eczema), entretien de la peau, aide à la cicatrisation
## highest: confort musculaire hydratation (dont eczema), entretien de la peau, aide à la cicatrisation nettoyage de la peau NR protection solaire
## --------------------------------------------------------------------------------
## effet.recherché2.produit.peau.1
## n missing distinct
## 44 14 6
##
## lowest : anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil nettoyage de la peau
## highest: anti-acné anti-inflammatoire (dont corticoide) bien être, massage, sommeil nettoyage de la peau NR
## --------------------------------------------------------------------------------
## CritQual.1
## n missing distinct
## 57 1 4
##
## Value Non NR Oui
## Frequency 20 5 11 21
## Proportion 0.351 0.088 0.193 0.368
## --------------------------------------------------------------------------------
## CritQualCategorieOui.1
## n missing distinct
## 52 6 7
##
## lowest : autre avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) NR
## highest: avis, retours, conseils sur ce produit composition (la plus naturelle possible, peu d'ingredients…) NR produit biologique produit efficace
## --------------------------------------------------------------------------------
## CritQualCategorie2.1
## n missing distinct
## 52 6 5
##
## lowest : autre avis, retours, conseils sur ce produit NR produit efficace
## highest: autre avis, retours, conseils sur ce produit NR produit efficace
##
## (32, 0.615), autre (1, 0.019), avis, retours, conseils sur ce produit (1,
## 0.019), NR (17, 0.327), produit efficace (1, 0.019)
## --------------------------------------------------------------------------------
## CritProv.1
## n missing distinct
## 57 1 4
##
## Value Non NR Oui
## Frequency 20 19 11 7
## Proportion 0.351 0.333 0.193 0.123
## --------------------------------------------------------------------------------
## CritProvCategorieOui.1
## n missing distinct
## 38 20 4
##
## Value en pharmacie fabrique en France
## Frequency 20 1 5
## Proportion 0.526 0.026 0.132
##
## Value NR
## Frequency 12
## Proportion 0.316
## --------------------------------------------------------------------------------
## CritProvCategorie2.1
## n missing distinct
## 40 18 3
##
## Value fabrique en Asie NR
## Frequency 27 1 12
## Proportion 0.675 0.025 0.300
## --------------------------------------------------------------------------------
## CritPrix.1
## n missing distinct
## 57 1 4
##
## Value Non NR Oui
## Frequency 20 19 11 7
## Proportion 0.351 0.333 0.193 0.123
## --------------------------------------------------------------------------------
## CritAutre.1
## n missing distinct
## 57 1 4
##
## Value Non NR Oui
## Frequency 20 25 11 1
## Proportion 0.351 0.439 0.193 0.018
## --------------------------------------------------------------------------------
## ThManuPhy.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 23 1 14
## Proportion 0.345 0.397 0.017 0.241
## --------------------------------------------------------------------------------
## ThMedChin.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 35 1 2
## Proportion 0.345 0.603 0.017 0.034
## --------------------------------------------------------------------------------
## ThPsyCorp.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 33 1 4
## Proportion 0.345 0.569 0.017 0.069
## --------------------------------------------------------------------------------
## ThAutre.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 35 1 2
## Proportion 0.345 0.603 0.017 0.034
## --------------------------------------------------------------------------------
## PsychoTh.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 31 1 6
## Proportion 0.345 0.534 0.017 0.103
## --------------------------------------------------------------------------------
## Psychia.1
## n missing distinct value
## 3 55 1 Non
##
## Value Non
## Frequency 3
## Proportion 1
## --------------------------------------------------------------------------------
## Psychol.1
## n missing distinct value
## 3 55 1 Oui
##
## Value Oui
## Frequency 3
## Proportion 1
## --------------------------------------------------------------------------------
## Psychotp.1
## n missing distinct value
## 3 55 1 Non
##
## Value Non
## Frequency 3
## Proportion 1
## --------------------------------------------------------------------------------
## PsyAutre.1
## n missing distinct value
## 3 55 1 Non
##
## Value Non
## Frequency 3
## Proportion 1
## --------------------------------------------------------------------------------
## Regime.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 29 1 8
## Proportion 0.345 0.500 0.017 0.138
## --------------------------------------------------------------------------------
## Vegetr.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 36 1 1
## Proportion 0.345 0.621 0.017 0.017
## --------------------------------------------------------------------------------
## Vegetl.1
## n missing distinct
## 58 0 3
##
## Value Non NR
## Frequency 20 37 1
## Proportion 0.345 0.638 0.017
## --------------------------------------------------------------------------------
## SansGlu.1
## n missing distinct
## 58 0 3
##
## Value Non NR
## Frequency 20 37 1
## Proportion 0.345 0.638 0.017
## --------------------------------------------------------------------------------
## SansLac.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 36 1 1
## Proportion 0.345 0.621 0.017 0.017
## --------------------------------------------------------------------------------
## RegiAutre.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 30 1 7
## Proportion 0.345 0.517 0.017 0.121
## --------------------------------------------------------------------------------
## Budget.1
## n missing distinct
## 58 0 6
##
## lowest : < 2Non > 5Non 2Non - 5Non autre
## highest: < 2Non > 5Non 2Non - 5Non autre NR
##
## Value < 2Non > 5Non 2Non - 5Non autre
## Frequency 20 12 2 10 1
## Proportion 0.345 0.207 0.034 0.172 0.017
##
## Value NR
## Frequency 13
## Proportion 0.224
## --------------------------------------------------------------------------------
## Regime.initiative.personnelle.ou.medicale.1
## n missing distinct
## 30 28 5
##
## lowest : donnee manquante initiative personnelle NR raison medicale
## highest: donnee manquante initiative personnelle NR raison medicale
##
## Value donnee manquante initiative personnelle
## Frequency 21 2 1
## Proportion 0.700 0.067 0.033
##
## Value NR raison medicale
## Frequency 1 5
## Proportion 0.033 0.167
## --------------------------------------------------------------------------------
## ConnaissInter.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 22 9 7
## Proportion 0.345 0.379 0.155 0.121
## --------------------------------------------------------------------------------
## InterrogProfSante.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 19 9 10
## Proportion 0.345 0.328 0.155 0.172
## --------------------------------------------------------------------------------
## SiOui.MedG.1
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 5 8 5
## Proportion 0.526 0.132 0.211 0.132
## --------------------------------------------------------------------------------
## SiOui.MedSpe.1
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 5 8 5
## Proportion 0.526 0.132 0.211 0.132
## --------------------------------------------------------------------------------
## SiOui.PharmOff.1
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 8 8 2
## Proportion 0.526 0.211 0.211 0.053
## --------------------------------------------------------------------------------
## SiOui.PharmH.1
## n missing distinct
## 38 20 3
##
## Value Non NR
## Frequency 20 10 8
## Proportion 0.526 0.263 0.211
## --------------------------------------------------------------------------------
## SiOui.kine.1
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 9 8 1
## Proportion 0.526 0.237 0.211 0.026
## --------------------------------------------------------------------------------
## SiOui.ost.1
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 9 8 1
## Proportion 0.526 0.237 0.211 0.026
## --------------------------------------------------------------------------------
## SiOui.InfLib.1
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 9 8 1
## Proportion 0.526 0.237 0.211 0.026
## --------------------------------------------------------------------------------
## SiOui.InfH.1
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 8 8 2
## Proportion 0.526 0.211 0.211 0.053
## --------------------------------------------------------------------------------
## SiOui.Diet.1
## n missing distinct
## 38 20 3
##
## Value Non NR
## Frequency 20 10 8
## Proportion 0.526 0.263 0.211
## --------------------------------------------------------------------------------
## SiOui.Nat.1
## n missing distinct
## 38 20 3
##
## Value Non NR
## Frequency 20 10 8
## Proportion 0.526 0.263 0.211
## --------------------------------------------------------------------------------
## SiOui.Autre.3
## n missing distinct
## 38 20 4
##
## Value Non NR Oui
## Frequency 20 9 8 1
## Proportion 0.526 0.237 0.211 0.026
## --------------------------------------------------------------------------------
## COVIDOui9.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 26 1 11
## Proportion 0.345 0.448 0.017 0.190
## --------------------------------------------------------------------------------
## COVIDModifMedCompl.1
## n missing distinct
## 58 0 3
##
## Value Non NR
## Frequency 20 33 5
## Proportion 0.345 0.569 0.086
## --------------------------------------------------------------------------------
## Expression.1
## n missing distinct
## 58 0 4
##
## Value Non NR Oui
## Frequency 20 17 1 20
## Proportion 0.345 0.293 0.017 0.345
## --------------------------------------------------------------------------------tc<-table(Descriptif_Mucautomed_V1$Colonisation_PS_SAmetiR,Descriptif_Mucautomed_V1$MdtsAutomed)prop.table(tc)##
## 0 1
## Non 0.2631579 0.4511278
## Oui 0.1127820 0.1729323prop.table(tc,1)##
## 0 1
## Non 0.3684211 0.6315789
## Oui 0.3947368 0.6052632prop.table(tc,2)##
## 0 1
## Non 0.7000000 0.7228916
## Oui 0.3000000 0.2771084Mucautomed_Adultes <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/LEMAGNER_Sophie/Mucautomed_Adultes.csv", stringsAsFactors=TRUE)tc_A<-table(Mucautomed_Adultes$Colonisation_PS_SAmetiR,Mucautomed_Adultes$MdtsAutomed)prop.table(tc_A)##
## 0 1
## Non 0.140625 0.421875
## Oui 0.171875 0.265625prop.table(tc_A,1)##
## 0 1
## Non 0.2500000 0.7500000
## Oui 0.3928571 0.6071429prop.table(tc_A,2)##
## 0 1
## Non 0.4500000 0.6136364
## Oui 0.5500000 0.3863636