commit b3a27ffb76b4019c64cae1fd2f146f6504be2a1f Author: aslane Date: Thu Jan 18 21:48:06 2024 +0000 Téléverser les fichiers vers "/" diff --git a/app.R b/app.R new file mode 100644 index 0000000..cd98076 --- /dev/null +++ b/app.R @@ -0,0 +1,905 @@ +library(shinythemes) +library (DT) +library(ggplot2) +library(gridExtra) +library(emmeans) +library(readxl) +library(dplyr) +library(officer) +library(car) +library(factoextra) +library(shinylogs) +library(plotly) + + +ui <- fluidPage( + theme = shinytheme("readable"), + navbarPage( + "Stat Plateform", + tabPanel("Accueil", + fluidRow( + column(4, + wellPanel( + fileInput("files", "Sélectionnez les fichiers Excel (xlsx) :", multiple = TRUE) + ) + ), + column(8, + wellPanel( + style = 'overflow-x: scroll;height: 450px;', + DT::dataTableOutput("merged_data_table") + ) + ) + ), + wellPanel( + selectInput("ignore_columns", "Colonnes à ignorer :", multiple = TRUE, choices = NULL), + selectInput("cat_columns", "Colonnes catégorielles :", multiple = TRUE, choices = NULL), + selectInput("cat_id", "Colonne permettant d'identifier les populations :", multiple = FALSE, choices = NULL,selected = "Source"), + actionButton("analyze_button", "Analyse statistique",class="btn-primary"), + ) + ), + navbarMenu("Analyse", + tabPanel("Test de Shapiro", + DT::dataTableOutput("shapiro_table") + ), + tabPanel("Test de Student", + DT::dataTableOutput("student_table") + ), + tabPanel("Test de Welch", + DT::dataTableOutput("welch_table") + ), + tabPanel("Test de Wilcoxon", + DT::dataTableOutput("wilcoxon_table") + ), + tabPanel("ANOVA", + fluidRow( + column(4, + wellPanel( + selectInput("var_expliquees","Choisir les variables à expliquer",multiple = TRUE,choices = NULL), + selectInput("var_explicatives","Choisir les variables explicative",multiple = TRUE,choices = NULL), + actionButton("anova_button", "ANOVA",class="btn-primary"), + ) + ), + column(8, + wellPanel( + style = 'overflow-x: scroll;height: 450px;', + DT::dataTableOutput("anova_table") + ) + ) + ) + ), + tabPanel("Test de Krustal-Wallis", + DT::dataTableOutput("kw_table") + ), + tabPanel("Test de Fisher", + DT::dataTableOutput("fisher_table") + ), + tabPanel("Test de Levene", + DT::dataTableOutput("levene_table") + ), + tabPanel("Test de Barlett", + DT::dataTableOutput("barlett_table") + ), + tabPanel("Khi 2", + DT::dataTableOutput("khi2_table") + ), + tabPanel("Tous les tests", + DT::dataTableOutput("test_table") + ), + tabPanel("Rapport", + h3("Résultats des tests statistiques"), + fluidRow( + column(2, + fluidRow( + wellPanel( + h3("Télécharger le rapport :"), + downloadButton("downloadWord", "Download Word Document",class="btn-primary") + ) + ) + ) + ) + ) + ), + tabPanel("Graphique", + column(3, + wellPanel( + h2('Analyse Statistique'), + selectInput("dataset_graph", "dataset_graph à prendre", multiple = FALSE, choices = c("cars","airquality","iris")), + selectInput("type_graph", "Type de graphique", multiple = FALSE, choices = c("Barplot","Boxplot","Density plot","Histograme","Scatterplot")), + selectInput("graph_x", "X", multiple = FALSE, choices = NULL), + selectInput("graph_y", "Y", multiple = FALSE, choices = NULL), + selectInput("graph_fill", "Fill", multiple = FALSE, choices = NULL), + ) + ), + column(9, + fluidRow( + wellPanel( + plotlyOutput("graph_graph"), + ) + ) + ) + ), + tabPanel("Instructions", + fluidRow( + column(8, + includeMarkdown("README.md") + ) + ) + ), + navbarMenu("Modèles", + tabPanel("Modèles classiques", + column(3, + wellPanel( + h2('ACP'), + selectInput("acp_col", "Numerical Columns", multiple = TRUE, choices = NULL), + actionButton("acp_button", "ACP",class="btn-primary"), + ), + wellPanel( + h2('PLS'), + selectInput("pls_x", "X", multiple = TRUE, choices = NULL), + selectInput("pls_y", "Y", multiple = FALSE, choices = NULL), + actionButton("pls_button", "PLS",class="btn-primary") + ) + ), + column(9, + fluidRow( + wellPanel( + plotlyOutput("plotly_acp_graph") + ), + wellPanel( + plotlyOutput("pls_acp_graph°") + ) + ) + ) + ), + tabPanel("Régression logistique"), + tabPanel("Modèle Mixte"), + ), + + ) +) + + +server <- function(input, output, session) { + track_usage( + storage_mode = store_null() + ) + + + convertToFactor <- function(data, columns) { + for (col in columns) { + data[[col]] <- as.factor(data[[col]]) + } + return(data) + } + + # Partie permettant de fusionner les fichiers + merged_data <- eventReactive(input$files, { + + # On lit la liste des fichiers et on les fusionne + tables <- lapply(input$files$datapath, function(datapath) { + data <- read_excel(datapath) + filename <- input$files$name[input$files$datapath == datapath] + filename <- substr(filename,1,nchar(filename)-5) + data$Source <- filename # Ajoutez une colonne 'Source' avec le nom du fichier + return(data) + }) + + concatenated_table <- bind_rows(tables) + concatenated_table <- concatenated_table[,colSums(is.na(concatenated_table))==0] + + return(concatenated_table) + }) + + + #On sélectionne les colonnes à ignorer + observe({ + if (!is.null(merged_data())) { + + + updateSelectInput(session, "ignore_columns", + choices = colnames(merged_data()), selected = NULL) + + } + }) + + #On sélectionne les colonnes numériques + observe({ + updateSelectInput(session, "cat_columns", + choices = setdiff(colnames(merged_data()),input$ignore_columns), selected = "Source") + }) + + #On utilise une fonction permettant d'obternir la liste des variables numériques + num_columns <- eventReactive(input$cat_columns,{ + a <- colnames(merged_data()) + a <- setdiff(a,input$ignore_columns) + a <- setdiff(a,input$cat_columns) + return(a) + }) + + #On utilise une fonction permettant d'obternir la liste des variables cat + cat_col <- eventReactive(input$cat_columns,{ + return(input$cat_columns) + }) + + #On utilise une fonction permettant d'obternir la liste des variables + columns <- eventReactive(input$analyze_button,{ + a <- colnames(merged_data()) + a <- setdiff(a,input$ignore_columns) + return(a) + }) + + + observe({ + updateSelectInput(session, "cat_id", + choices = cat_col(), selected = "Source") + }) + + cat_id <- eventReactive(input$cat_id,{ + return(input$cat_id) + }) + + observe({ + updateSelectInput(session,"var_expliquees",choices=colnames(merged_data())) + }) + + explicative_col <- eventReactive(input$files,{ + return(input$var_expliquees) + }) + + #On utilise une fonction permettant d'obtenir la liste des différentes sources + liste_source <- eventReactive(input$cat_id,{ + return(unique(merged_data()[[input$cat_id]])) + }) + + # Afficher les résultats de la fusion dans une table + output$merged_data_table <- renderDataTable(merged_data(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + #============================================================================= + #Cette partie gère la partie "Graphiques" + + observe({ + if (!is.null(cat_id())){ + updateSelectInput(session,"dataset_graph", + choices = c("cars","airquality","iris","All data")) + } + }) + + + data <- eventReactive(input$dataset_graph,{ + cat_id <- cat_id() + if (input$dataset_graph == 'cars') { + return(datasets::cars) + } + if (input$dataset_graph == "airquality"){ + return(datasets::airquality) + } + if (input$dataset_graph == "iris"){ + return(datasets::iris) + } + if (input$dataset_graph %in% liste_source()){ + return(as.data.frame(merged_data()[merged_data()[[cat_id]]==input$dataset_graph,columns()])) + } + if (input$dataset_graph == 'All data') { + + return(merged_data()) + } + }) + + observe({ + updateSelectInput(session,"graph_x", choices = colnames(data())) + updateSelectInput(session,"graph_y", choice = colnames(data())) + updateSelectInput(session,"graph_fill", choices = c(colnames(data()))) + + }) + + + observeEvent("graph_x",{ + output$graph_graph <- renderPlotly({ + + if (input$type_graph == 'Barplot'){ + p <- plot_ly(data = data(),x=~get(input$graph_x),y=~get(input$graph_y),color=~get(input$graph_fill),type='bar') + p <- p %>% layout(xaxis=list(title=input$graph_x),yaxis=list(title=input$graph_y),legend=list(title=list(text=input$graph_fill))) + return(p) + return(ggplotly(p)) + } + if (input$type_graph == 'Boxplot'){ + p <- plot_ly(data = data(),x=~get(input$graph_x),y=~get(input$graph_y),color=~get(input$graph_fill),type='box') + p <- p %>% layout(boxmode = "group", xaxis=list(title=input$graph_x),yaxis=list(title=input$graph_y),coloraxis=list(title=input$graph_fill)) + return(p) + } + if (input$type_graph == 'Density plot'){ + p <- ggplot(data(), aes_string(x=input$graph_x)) + + geom_density() + return(ggplotly(p)) + } + if (input$type_graph == 'Histograme'){ + p <- ggplot(data(), aes_string(x=input$graph_x,color=input$graph_fill)) + + geom_histogram() + return(ggplotly(p)) + } + if (input$type_graph == 'Scatterplot'){ + p <- plot_ly(data = data(),x=~get(input$graph_x),y=~get(input$graph_y),color=~get(input$graph_fill),type='scatter') + p <- p %>% layout(xaxis=list(title=input$graph_x),yaxis=list(title=input$graph_y),legend=list(title=list(text=input$graph_fill))) + return(p) + } + + }) + + }) + + #============================================================================= + #Cette partie gère l'analyse des données + + + + shapiro_table <- eventReactive(input$files,{ + num_col <- num_columns() + shapiro <- data.frame() + merged_data <- merged_data() + + + for (col in num_col){ + tryCatch({ + a <- shapiro.test(as.numeric(merged_data[[col]])) + shapiro <- rbind(shapiro,c(col,"","Shapiro",a$p.value)) + colnames(shapiro) <- c("Column","Classe","Test","p-value") + }, + error=function(e) { + print(co) + message('An Error Occurred') + cat("Erreur :", conditionMessage(e), "\n") + traceback() + }, + warning=function(w) { + message('A Warning Occured') + print(w) + return(NA) + }) + + } + + return(shapiro) + }) + + + output$shapiro_table <- renderDataTable(shapiro_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + + student_table <- eventReactive(input$files,{ + num_col <- num_columns() + cat_col <- input$cat_columns + merged_data <- merged_data() + student_table <- data.frame() + cat_id <- input$cat_id + for (cat in cat_col) { + for (clas in unique(merged_data()[[cat]])){ + for (col in num_col) { + tryCatch({ + x = pull(filter(merged_data[merged_data[[cat_id]]==(liste_source()[1]),], !!sym(cat) == clas)[,col]) + y = pull(filter(merged_data[merged_data[[cat_id]]==(liste_source()[2]),], !!sym(cat) == clas)[,col]) + if (length(x) >0 & length(y) > 0){ + a = c(t.test(x,y)) + student_table <- rbind(student_table,c(col,paste(cat,'-',clas),"Student",a$p.value)) + colnames(student_table) <- c("Column","Classe","Test","p-value") + } + }, + error=function(e) { + message('An Error Occurred') + cat("Erreur :", conditionMessage(e), "\n") + traceback() + }, + warning=function(w) { + message('A Warning Occured') + print(w) + return(NA) + }) + } + } + } + return(student_table) + }) + + output$student_table <- renderDataTable(student_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + welch_table <- eventReactive(input$files,{ + num_col <- num_columns() + cat_col <- input$cat_columns + merged_data <- merged_data() + welch_table <- data.frame() + cat_id <- input$cat_id + + for (cat in cat_col) { + for (clas in unique(merged_data()[[cat]])){ + for (col in num_col) { + tryCatch({ + x = pull(filter(merged_data[merged_data[[cat_id]]==(liste_source()[1]),], !!sym(cat) == clas)[,col]) + y = pull(filter(merged_data[merged_data[[cat_id]]==(liste_source()[2]),], !!sym(cat) == clas)[,col]) + if (length(x) >0 & length(y) > 0){ + a = c(t.test(x,y,var.equal=FALSE)) + welch_table <- rbind(welch_table,c(col,paste(cat,'-',clas),"Welch",a$p.value)) + colnames(welch_table) <- c("Column","Classe","Test","p-value") + } + }, + error=function(e) { + message('An Error Occurred') + cat("Erreur :", conditionMessage(e), "\n") + traceback() + }, + warning=function(w) { + message('A Warning Occured') + print(w) + return(NA) + }) + } + } + } + return(welch_table) + }) + + output$welch_table <- renderDataTable(welch_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + + wilcoxon_table <- eventReactive(input$files,{ + num_col <- num_columns() + cat_col <- input$cat_columns + merged_data <- merged_data() + wilcoxon_table <- data.frame() + cat_id <- input$cat_id + + for (cat in cat_col) { + for (clas in unique(merged_data()[[cat]])){ + for (col in num_col) { + tryCatch({ + x = pull(filter(merged_data[merged_data[[cat_id]]==(liste_source()[1]),], !!sym(cat) == clas)[,col]) + y = pull(filter(merged_data[merged_data[[cat_id]]==(liste_source()[2]),], !!sym(cat) == clas)[,col]) + if (length(x) >0 & length(y) > 0){ + a = c(wilcox.test(x,y)) + wilcoxon_table <- rbind(wilcoxon_table,c(col,paste(cat,'-',clas),"Wilcoxon",a$p.value)) + colnames(wilcoxon_table) <- c("Column","Classe","Test","p-value") + } + }, + error=function(e) { + message('An Error Occurred') + cat("Erreur :", conditionMessage(e), "\n") + traceback() + }, + warning=function(w) { + message('A Warning Occured') + print(w) + return(NA) + }) + } + } + } + return(wilcoxon_table) + }) + + output$wilcoxon_table <- renderDataTable(wilcoxon_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + + fisher_table <- eventReactive(input$files,{ + num_col <- num_columns() + cat_col <- input$cat_columns + merged_data <- merged_data() + fisher_table <- data.frame() + cat_id <- input$cat_id + + for (cat in cat_col) { + for (clas in unique(merged_data()[[cat]])){ + for (col in num_col) { + tryCatch({ + x = pull(filter(merged_data[merged_data[[cat_id]]==(liste_source()[1]),], !!sym(cat) == clas)[,col]) + y = pull(filter(merged_data[merged_data[[cat_id]]==(liste_source()[2]),], !!sym(cat) == clas)[,col]) + if (length(x) >0 & length(y) > 0){ + a = c(var.test(x,y)) + fisher_table <- rbind(fisher_table,c(col,paste(cat,'-',clas),"Fisher",a$p.value)) + colnames(fisher_table) <- c("Column","Classe","Test","p-value") + } + }, + error=function(e) { + message('An Error Occurred') + cat("Erreur :", conditionMessage(e), "\n") + traceback() + }, + warning=function(w) { + message('A Warning Occured') + print(w) + return(NA) + }) + } + } + } + return(fisher_table) + }) + + output$fisher_table <- renderDataTable(fisher_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + + + levene_table <- eventReactive(input$files, { + num_col <- num_columns() + cat_col <- input$cat_columns + merged_data <- merged_data() + levene_table <- data.frame() + cat_id <- input$cat_id + + for (cat in cat_col) { + for (num_column in num_col) { + levene_result <- tryCatch({ + formula <- formula(paste(num_column, "~", cat)) + a <- leveneTest(formula, data = merged_data) + return(a) + }, + error = function(e) { + message('An Error Occurred') + cat("Erreur :", conditionMessage(e), "\n") + traceback() + return(NULL) + }, + warning = function(w) { + message('A Warning Occured') + print(w) + formula <- formula(paste(num_column, "~", cat)) + a <- leveneTest(formula, data = merged_data) + return(a) + }) + + if (!is.null(levene_result)) { + levene_result["Column"] = num_column + levene_result["Catégorie"] = cat + levene_result["Test"] = "Levene" + levene_table <- rbind(levene_table, levene_result) + + } + } + } + rownames(levene_table) <- c(1:nrow(levene_table)) + return(levene_table) + }) + + + output$levene_table <- renderDataTable(levene_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + + + anova_table <- eventReactive(input$analyze_button,{ + cat_col <- input$cat_columns + num_col <- num_columns() + anova_table = data.frame() + merged_data <- merged_data() + cat_id <- input$cat_id + + for (cat in cat_col) { + for (col in num_col) { + tryCatch({ + formula <- formula(paste(col, "~", cat, "*",cat_id())) + model <- lm(formula, data = na.omit(merged_data)) + anova_result <- Anova(model) + anova_result <- as.data.frame(cbind(rownames(anova_result),anova_result)) + anova_result["Col"] <- col + anova_result["Cat"] <- cat + anova_table <- rbind(anova_table,anova_result) + + }, + error=function(e) { + message('An Error Occurred') + cat("Erreur :", conditionMessage(e), "\n") + traceback() + }, + warning=function(w) { + message('A Warning Occured') + print(w) + return(NA) + }) + + + } + } + colnames(anova_table) <- c("Nom colonne","Sum Sq","Degré Df","F-value","Pr(>F)","Colonne","Catégorie") + rownames(anova_table) <- c(1:nrow(anova_table)) + return(anova_table) + + }) + + output$anova_table <- renderDataTable(anova_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + + kw_table <- eventReactive(input$analyze_button,{ + cat_col <- input$cat_columns + num_col <- num_columns() + kw_table = data.frame() + cat_id <- input$cat_id + + for (cat in cat_col) { + for (col in num_col) { + tryCatch({ + kruskal_test <- kruskal.test(merged_data()[[col]]~interaction(merged_data()[[cat]], merged_data()[[cat_id()]])) + kw_table <- rbind(kw_table,c(col,cat,"KW",kruskal_test$p.value)) + colnames(kw_table) <-c("Column","Classe","Test","p-value") + }, + error=function(e) { + message('An Error Occurred') + cat("Erreur :", conditionMessage(e), "\n") + traceback() + }, + warning=function(w) { + message('A Warning Occured') + print(w) + kruskal_test <- kruskal.test(merged_data()[[col]]~interaction(merged_data()[[cat]], merged_data()[[cat_id()]])) + kw_table <- rbind(kw_table,c(col,cat,"KW",kruskal_test$p.value)) + colnames(kw_table) <-c("Column","Classe","Test","p-value") + }) + + } + } + return(kw_table) + + }) + + output$kw_table <- renderDataTable(kw_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + + khi2_table <- eventReactive(input$files,{ + cat_col <- input$cat_columns + num_col <- num_columns() + khi2_table = data.frame() + merged_data <- merged_data() + cat_id <- input$cat_id + + liste_source <- liste_source() + for (i in 1:(length(cat_col)-1)){ + for (j in (i+1):length(cat_col)){ + table_croisee <- table(merged_data[[cat_col[[i]]]],merged_data[[cat_col[[j]]]]) + a <- chisq.test(table_croisee) + khi2_table <- rbind(khi2_table,c(cat_col[i],cat_col[j],"Khi 2",a$p.value)) + } + } + colnames(khi2_table) <- c("Column","Classe","Test","p-value") + return(khi2_table) + }) + + output$khi2_table <- renderDataTable(khi2_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + + + test_table <- eventReactive(input$files,{ + test_table <- data.frame() + test_table <- rbind(shapiro_table(),student_table(),welch_table(),wilcoxon_table(),fisher_table()) + return(test_table) + }) + + output$test_table <- renderDataTable(test_table(), + options = list( + pageLength = 10, + autoWidth = TRUE, + lengthMenu = list(c(10,50,100, -1), c("10","50","100", "All")) + ) + ) + + + + #On gère ici la partie contrasts du test d'emmeans + contrasts_result <- eventReactive(input$analyze_button, { + cat_col <- input$cat_columns + num_col <- num_columns() + result_contrasts <- data.frame() + cat_id <- input$cat_id + + merged_data <- convertToFactor(merged_data(), cat_col) + for (cat in cat_col) { + num_levels <- nlevels(merged_data[[cat]]) + if (num_levels <= 1) { + warning(paste("The factor", cat, "has only", num_levels, "level(s) and cannot be contrasted.")) + } else { + for (col in num_col) { + formula <- formula(paste(col, "~", cat, "*Source")) + model <- lm(formula, data = na.omit(merged_data)) + post_hoc <- emmeans(model, pairwise ~ Source, by = cat) + result_contrasts <- append(result_contrasts, post_hoc$contrasts) + } + } + } + + return(result_contrasts) + }) + + + #On gère ici l'autre partie du test d'emmeans + emmeans_result <- eventReactive(input$analyze_button,{ + cat_col <- input$cat_columns + num_col <- num_columns() + result_emmeans = data.frame() + merged_data <- convertToFactor(merged_data(), cat_col) + cat_id <- input$cat_id + + for (cat in cat_col) { + num_levels <- nlevels(merged_data[[cat]]) + if (num_levels <= 1) { + warning(paste("The factor", cat, "has only", num_levels, "level(s) and cannot be contrasted.")) + } else { + for (col in num_col) { + formula <- formula(paste(col, "~", cat, "*Source")) + model <- lm(formula, data = na.omit(merged_data)) + post_hoc <- emmeans(model, pairwise~Source, by=cat) + result_emmeans <- append(result_emmeans,post_hoc$emmeans) + } + } + } + + return(result_emmeans) + + }) + + #Cette partie permet de générer le .docx contenant le rapport + output$downloadWord <- downloadHandler( + filename = function() { + paste("stat_rapport.docx", sep = "") + }, + content = function(file) { + + cat_col <- input$cat_columns + num_col <- num_columns() + result <- test_table() + result_anova <- anova_table() + result_kw <- kw_table() + result_contrasts <- contrasts_result() + result_emmeans <- emmeans_result() + + + # Créer un document Word + doc <- read_docx() + + # Ajouter un titre + doc <- body_add_par(doc,"Analysis Report", style="heading 1") + + + for (c in unique(result$Column)){ + + # Ajouter un sous-titre + msg <- paste("Column analysis :",c) + doc <- body_add_par(doc,msg, style="heading 2") + + for (test in unique(result[result$Column==c,"Test"])){ + msg_test <- paste("Test :",test) + doc <- body_add_par(doc,msg_test, style="heading 3") + doc <-body_add_table(doc,result[result$Column==c&result$Test == test,]) + } + + } + + doc <- body_add_break(doc, pos = "after") + doc <- body_add_par(doc,"ANOVA result",style="heading 2") + for (i in 1:7) { + doc <- body_add_par(doc,num_col[i],style="heading 3") + doc <- body_add_table(doc,as.data.frame(result_anova[result_anova$Col==num_col[i],])) + doc <- body_add_par(doc," ") + doc <- body_add_par(doc," ") + } + + doc <- body_add_break(doc, pos = "after") + doc <- body_add_par(doc,"Emmeans result",style="heading 2") + for (i in 1:7) { + doc <- body_add_par(doc,c,style="heading 3") + doc <- body_add_table(doc,as.data.frame(result_emmeans[i])) + doc <- body_add_par(doc," ") + doc <- body_add_par(doc," ") + } + + doc <- body_add_break(doc, pos = "after") + doc <- body_add_par(doc,"KW Result",style="heading 2") + doc <- body_add_table(doc,as.data.frame(result_kw)) + + # Écrire le document Word dans un fichier + print(doc, target = file) + } + ) + + #============================================================================= + #Cette partie gère la partie "Modèles classiques" + observe({ + updateSelectInput(session, "acp_col", choices = num_columns()) + updateSelectInput(session, "pls_x", choices = num_columns()) + updateSelectInput(session, "pls_y", choices = num_columns()) + }) + + observeEvent(input$acp_button,{ + output$plotly_acp_graph <- renderPlotly({ + acp_data <- merged_data()[, input$acp_col] + res.pca <- prcomp(acp_data, scale = TRUE) + pl <- fviz_pca_ind( + res.pca, + col.ind = merged_data()[["Source"]], # Color by the quality of representation + repel = TRUE, # Avoid text overlapping + label = "None" + ) + scale_color_discrete() + + # Convertir le graphique ggplot2 en graphique plotly + pl <- ggplotly(pl) + + return(pl) + }) + + }) + + observeEvent(input$pls_button,{ + output$plotly_acp_graph <- renderPlotly({ + acp_data <- merged_data()[, input$acp_col] + res.pca <- prcomp(acp_data, scale = TRUE) + pl <- fviz_pca_ind( + res.pca, + col.ind = merged_data()[["Source"]], # Color by the quality of representation + repel = TRUE, # Avoid text overlapping + label = "None" + ) + scale_color_discrete() + + # Convertir le graphique ggplot2 en graphique plotly + pl <- ggplotly(pl) + + return(pl) + }) + + }) + +} + +shinyApp(ui, server) \ No newline at end of file diff --git a/arbre1.png b/arbre1.png new file mode 100644 index 0000000..c509371 Binary files /dev/null and b/arbre1.png differ diff --git a/arbre2.png b/arbre2.png new file mode 100644 index 0000000..f682229 Binary files /dev/null and b/arbre2.png differ diff --git a/example_document.docx b/example_document.docx new file mode 100644 index 0000000..7968c0c Binary files /dev/null and b/example_document.docx differ diff --git a/my_dataset.csv b/my_dataset.csv new file mode 100644 index 0000000..f2fe5e4 --- /dev/null +++ b/my_dataset.csv @@ -0,0 +1,5227 @@ +"released","colour","year","age","sex","employed","citizen","checks" +"Yes","White",2002,21,"Male","Yes","Yes",3 +"No","Black",1999,17,"Male","Yes","Yes",3 +"Yes","White",2000,24,"Male","Yes","Yes",3 +"No","Black",2000,46,"Male","Yes","Yes",1 +"Yes","Black",1999,27,"Female","Yes","Yes",1 +"Yes","Black",1998,16,"Female","Yes","Yes",0 +"Yes","White",1999,40,"Male","No","Yes",0 +"Yes","White",1998,34,"Female","Yes","Yes",1 +"Yes","Black",2000,23,"Male","Yes","Yes",4 +"Yes","White",2001,30,"Male","Yes","Yes",3 +"Yes","White",1999,18,"Male","Yes","No",0 +"Yes","White",2000,18,"Male","Yes","Yes",3 +"Yes","White",2000,17,"Male","Yes","Yes",1 +"Yes","Black",1997,42,"Male","Yes","Yes",0 +"Yes","Black",1999,26,"Male","No","Yes",2 +"Yes","White",2001,25,"Male","No","Yes",3 +"No","White",2001,45,"Male","No","Yes",4 +"No","White",2002,20,"Male","Yes","Yes",5 +"Yes","White",2001,32,"Female","No","Yes",3 +"No","White",1998,14,"Male","Yes","Yes",0 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+"Yes","White",2002,19,"Male","Yes","Yes",4 +"Yes","Black",2001,25,"Male","Yes","Yes",2 +"Yes","Black",2000,20,"Male","Yes","Yes",2 +"Yes","Black",1998,25,"Male","No","No",2 +"Yes","Black",1998,19,"Male","Yes","Yes",2 +"Yes","White",2000,17,"Male","Yes","Yes",2 +"Yes","Black",2002,33,"Male","Yes","Yes",0 +"Yes","White",1999,19,"Male","Yes","No",0 +"Yes","Black",2002,19,"Male","Yes","Yes",2 +"Yes","White",1999,29,"Female","Yes","Yes",4 +"Yes","White",1999,24,"Male","Yes","Yes",2 +"Yes","White",2000,43,"Male","No","Yes",3 +"Yes","White",2001,35,"Male","Yes","Yes",2 +"Yes","White",1998,40,"Male","No","No",3 +"Yes","White",2000,15,"Male","Yes","Yes",0 +"Yes","White",2000,14,"Male","Yes","Yes",2 +"Yes","White",1999,21,"Male","Yes","Yes",0 +"Yes","White",2000,23,"Male","Yes","Yes",0 +"Yes","Black",1998,30,"Male","Yes","Yes",0 +"Yes","White",1999,47,"Male","Yes","Yes",0 +"Yes","White",1998,18,"Male","Yes","Yes",0 +"Yes","White",2002,35,"Male","Yes","Yes",2 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+"Yes","White",1998,25,"Male","Yes","Yes",1 +"Yes","White",1997,15,"Female","Yes","No",1 +"Yes","Black",1997,23,"Male","Yes","Yes",4 +"No","White",1999,27,"Male","Yes","Yes",3 +"Yes","White",2000,20,"Male","Yes","Yes",1 +"Yes","White",2001,18,"Male","Yes","Yes",0 +"Yes","White",1999,43,"Male","Yes","Yes",1 +"Yes","Black",1997,23,"Male","No","No",3 +"Yes","Black",1997,64,"Male","Yes","Yes",2 +"Yes","White",1999,23,"Male","Yes","No",1 +"No","White",2002,23,"Male","Yes","Yes",3 +"Yes","White",1999,25,"Male","Yes","Yes",1 +"Yes","White",2000,16,"Male","Yes","Yes",1 +"Yes","White",1999,16,"Male","Yes","Yes",2 +"Yes","White",2002,20,"Male","Yes","No",0 +"Yes","Black",1999,17,"Male","Yes","Yes",2 +"Yes","White",2000,23,"Male","Yes","Yes",2 +"Yes","Black",2000,19,"Male","Yes","No",1 +"Yes","White",1997,18,"Male","Yes","Yes",4 +"Yes","White",1999,20,"Male","Yes","Yes",2 +"No","White",2002,17,"Male","Yes","Yes",0 +"No","White",1999,16,"Male","Yes","Yes",3 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+"Yes","Black",2000,24,"Male","Yes","Yes",4 +"Yes","White",1998,16,"Male","Yes","Yes",0 +"Yes","White",1999,49,"Female","No","Yes",3 +"No","White",1997,30,"Male","No","No",0 +"No","White",1998,19,"Male","No","Yes",3 +"Yes","White",2000,44,"Male","No","Yes",0 +"No","White",2001,18,"Male","No","Yes",0 +"No","White",2001,18,"Male","Yes","No",3 +"Yes","White",1998,15,"Male","Yes","Yes",0 +"Yes","White",2001,29,"Male","Yes","Yes",0 +"Yes","White",1999,21,"Male","No","No",3 +"Yes","Black",1999,22,"Male","No","No",1 +"Yes","Black",2000,38,"Female","Yes","Yes",0 +"Yes","White",2002,36,"Male","Yes","Yes",4 +"Yes","White",2001,16,"Male","Yes","Yes",0 +"Yes","White",1998,17,"Male","Yes","Yes",1 +"Yes","White",2002,19,"Male","Yes","No",1 +"Yes","White",2000,20,"Male","Yes","Yes",0 +"Yes","White",2000,19,"Male","Yes","Yes",2 +"No","White",1999,17,"Male","Yes","Yes",1 +"Yes","White",2000,18,"Male","No","Yes",2 +"Yes","White",1999,26,"Male","Yes","Yes",3 +"Yes","White",2001,19,"Male","Yes","Yes",0 +"Yes","White",1997,23,"Male","Yes","No",0 +"Yes","White",2000,22,"Male","Yes","Yes",0 +"Yes","White",2000,25,"Male","No","Yes",2 +"Yes","Black",2000,31,"Male","Yes","Yes",3 +"Yes","White",2000,22,"Male","Yes","Yes",2 +"Yes","White",2000,31,"Male","Yes","Yes",2 +"Yes","White",2001,24,"Male","Yes","Yes",0 +"Yes","White",2000,20,"Male","Yes","No",3 +"Yes","White",2000,31,"Male","Yes","Yes",0 +"Yes","White",2000,23,"Male","Yes","Yes",0 +"Yes","White",2001,18,"Male","Yes","Yes",0 +"Yes","White",1999,30,"Male","Yes","Yes",2 +"Yes","White",1999,22,"Male","No","Yes",3 +"Yes","White",2000,18,"Male","Yes","Yes",3 +"Yes","White",2001,19,"Male","Yes","Yes",1 +"Yes","White",1997,43,"Male","No","Yes",1 +"Yes","Black",1999,18,"Male","No","No",1 +"Yes","Black",1998,17,"Male","No","No",2 +"Yes","Black",2001,16,"Female","Yes","Yes",0 +"Yes","White",2002,17,"Male","Yes","Yes",1 +"Yes","Black",1997,33,"Male","No","No",3 +"No","White",2000,31,"Male","Yes","Yes",3 +"No","White",2000,35,"Male","Yes","Yes",3 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+"Yes","White",2002,18,"Male","Yes","Yes",0 +"Yes","Black",2000,22,"Male","Yes","Yes",0 +"Yes","Black",1997,19,"Male","Yes","No",2 +"Yes","White",2000,22,"Male","Yes","Yes",4 +"Yes","Black",2000,22,"Male","Yes","No",6 +"Yes","White",1999,35,"Male","Yes","Yes",2 +"Yes","White",2000,23,"Male","Yes","Yes",1 +"Yes","White",1997,19,"Female","No","No",0 +"Yes","White",2000,24,"Female","No","Yes",2 +"No","White",1997,22,"Male","No","No",2 +"Yes","White",2000,23,"Male","Yes","Yes",0 +"Yes","Black",1998,22,"Male","Yes","Yes",2 +"Yes","White",1999,18,"Male","Yes","Yes",0 +"Yes","White",1999,20,"Male","Yes","Yes",2 +"No","White",2000,26,"Male","Yes","Yes",4 +"Yes","White",2000,22,"Male","Yes","Yes",0 +"Yes","White",1998,17,"Male","Yes","Yes",1 +"Yes","White",2000,48,"Male","Yes","Yes",2 +"Yes","White",2000,25,"Male","Yes","Yes",0 +"Yes","White",2001,28,"Male","No","Yes",0 +"Yes","Black",2001,22,"Female","Yes","Yes",0 +"Yes","White",1999,17,"Male","Yes","Yes",1 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+"Yes","White",2000,50,"Male","Yes","Yes",1 +"Yes","Black",2000,29,"Male","No","Yes",3 +"Yes","White",2001,18,"Male","Yes","Yes",5 +"Yes","White",2000,25,"Male","Yes","Yes",3 +"Yes","Black",2001,31,"Male","Yes","Yes",2 +"Yes","White",1998,18,"Male","Yes","Yes",0 +"Yes","White",2000,16,"Male","No","Yes",4 +"Yes","White",2001,30,"Male","Yes","Yes",3 +"Yes","White",2001,21,"Male","Yes","Yes",0 +"Yes","White",2000,17,"Male","Yes","Yes",0 +"Yes","White",1998,35,"Male","Yes","Yes",3 +"No","White",1997,42,"Male","Yes","Yes",0 +"No","White",1997,42,"Male","Yes","Yes",0 +"Yes","White",1997,43,"Male","Yes","Yes",4 +"No","Black",2000,18,"Male","Yes","Yes",4 +"Yes","White",1999,39,"Male","Yes","Yes",3 +"No","White",1999,25,"Male","Yes","Yes",0 +"Yes","Black",1999,17,"Male","Yes","No",1 +"Yes","White",2000,32,"Male","Yes","Yes",2 +"No","White",2001,29,"Female","Yes","Yes",0 +"Yes","Black",2001,24,"Male","No","Yes",4 +"Yes","Black",1998,33,"Male","No","No",3 +"Yes","Black",1999,22,"Male","Yes","Yes",2 +"Yes","White",1999,35,"Male","Yes","Yes",5 +"Yes","White",1999,14,"Male","Yes","Yes",1 +"Yes","Black",2001,20,"Male","Yes","Yes",4 +"Yes","White",2000,15,"Male","Yes","Yes",4 +"Yes","Black",1998,16,"Male","Yes","Yes",1 +"Yes","Black",1999,19,"Male","Yes","Yes",2 +"Yes","White",1999,20,"Male","Yes","Yes",0 +"Yes","White",1999,18,"Male","Yes","Yes",1 +"Yes","White",1999,30,"Female","Yes","Yes",0 +"Yes","White",1999,19,"Male","Yes","Yes",0 +"Yes","White",2000,16,"Male","No","Yes",1 +"No","White",1999,32,"Male","No","Yes",3 +"Yes","White",1999,19,"Male","Yes","Yes",0 +"Yes","White",2001,19,"Male","No","Yes",0 +"Yes","Black",2000,48,"Male","Yes","Yes",2 +"Yes","White",1999,12,"Male","Yes","Yes",0 +"Yes","White",2000,19,"Male","Yes","Yes",0 +"Yes","Black",2000,25,"Male","Yes","Yes",3 +"Yes","White",2000,22,"Male","Yes","Yes",1 +"Yes","Black",1999,20,"Male","No","Yes",4 +"No","White",2002,16,"Female","No","Yes",2 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+"Yes","White",1999,17,"Male","Yes","Yes",4 +"Yes","White",2001,17,"Male","Yes","Yes",0 +"Yes","Black",1999,20,"Male","Yes","Yes",4 +"Yes","White",1999,15,"Male","Yes","Yes",0 +"Yes","White",2002,31,"Male","No","Yes",0 +"Yes","White",2000,16,"Male","Yes","Yes",0 +"Yes","White",2001,21,"Female","Yes","Yes",0 +"Yes","Black",2001,19,"Male","No","Yes",3 +"No","Black",2000,21,"Male","Yes","No",0 +"Yes","Black",1999,21,"Male","Yes","No",1 +"Yes","White",2001,13,"Male","Yes","Yes",1 +"Yes","White",2001,19,"Male","No","Yes",4 +"Yes","White",2000,15,"Male","Yes","Yes",1 +"Yes","White",1998,21,"Male","Yes","Yes",2 +"Yes","Black",1998,19,"Female","Yes","Yes",1 +"Yes","White",2001,23,"Male","Yes","Yes",1 +"Yes","White",2001,46,"Male","Yes","Yes",1 +"Yes","White",2000,19,"Male","Yes","Yes",2 +"Yes","White",1998,32,"Male","Yes","Yes",3 +"Yes","Black",2002,35,"Male","No","No",2 +"Yes","Black",1997,25,"Male","No","Yes",3 +"Yes","White",1997,19,"Male","No","No",2 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+"Yes","White",2001,25,"Male","Yes","Yes",0 +"Yes","White",2000,20,"Male","Yes","Yes",0 +"Yes","Black",1998,23,"Female","No","Yes",3 +"Yes","White",1999,19,"Male","Yes","Yes",0 +"Yes","White",1997,16,"Male","Yes","No",2 +"Yes","White",2000,18,"Male","Yes","Yes",0 +"Yes","White",2000,24,"Male","Yes","Yes",1 +"Yes","Black",1998,14,"Male","Yes","Yes",1 +"Yes","Black",2001,23,"Male","No","Yes",4 +"Yes","White",2000,22,"Male","Yes","Yes",3 +"Yes","White",1999,19,"Male","Yes","Yes",0 +"Yes","White",1998,15,"Male","Yes","Yes",0 +"Yes","Black",2002,16,"Male","Yes","Yes",0 +"Yes","White",2000,17,"Female","No","Yes",3 +"Yes","White",2000,47,"Male","Yes","Yes",0 +"Yes","White",2000,21,"Male","Yes","Yes",0 +"Yes","White",1999,37,"Male","Yes","Yes",2 +"Yes","White",2000,28,"Male","Yes","Yes",0 +"Yes","White",1998,27,"Male","Yes","Yes",0 +"Yes","White",2000,18,"Male","Yes","Yes",0 +"Yes","White",1997,27,"Male","Yes","Yes",4 +"Yes","White",1998,19,"Male","Yes","Yes",2 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