From 5455281a42592361ffefd8fadbc28970efc6cc7e Mon Sep 17 00:00:00 2001 From: Louis Date: Tue, 14 May 2024 23:02:36 +0200 Subject: [PATCH] Ajout slides --- cah-analyse.html | 5655 +++++++++++++++++ cah-analyse.qmd | 30 +- slides.pdf | Bin 0 -> 54953 bytes slides.qmd | 153 + slides_files/figure-beamer/domaine_uc1-1.pdf | Bin 0 -> 6803 bytes slides_files/figure-beamer/domaine_uc1-2.pdf | Bin 0 -> 7931 bytes .../figure-beamer/parcours_domaine-1.pdf | Bin 0 -> 6819 bytes .../figure-beamer/parcours_domaine-2.pdf | Bin 0 -> 6808 bytes .../figure-beamer/parcours_domaine_uc1-1.pdf | Bin 0 -> 6823 bytes .../figure-beamer/parcours_domaine_uc1-2.pdf | Bin 0 -> 6812 bytes slides_files/figure-beamer/parcours_uc1-1.pdf | Bin 0 -> 6815 bytes slides_files/figure-beamer/parcours_uc1-2.pdf | Bin 0 -> 7932 bytes tmp-pdfcrop-72848.tex | 134 + 13 files changed, 5957 insertions(+), 15 deletions(-) create mode 100644 cah-analyse.html create mode 100644 slides.pdf create mode 100644 slides.qmd create mode 100644 slides_files/figure-beamer/domaine_uc1-1.pdf create mode 100644 slides_files/figure-beamer/domaine_uc1-2.pdf create mode 100644 slides_files/figure-beamer/parcours_domaine-1.pdf create mode 100644 slides_files/figure-beamer/parcours_domaine-2.pdf create mode 100644 slides_files/figure-beamer/parcours_domaine_uc1-1.pdf create mode 100644 slides_files/figure-beamer/parcours_domaine_uc1-2.pdf create mode 100644 slides_files/figure-beamer/parcours_uc1-1.pdf create mode 100644 slides_files/figure-beamer/parcours_uc1-2.pdf create mode 100644 tmp-pdfcrop-72848.tex diff --git a/cah-analyse.html b/cah-analyse.html new file mode 100644 index 0000000..5f1a740 --- /dev/null +++ b/cah-analyse.html @@ -0,0 +1,5655 @@ + + + + + + + + + + +Analyse des résultats de CAH + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Analyse des résultats de CAH

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Louis Lacoste

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Description des données

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CAH pour toutes les dominantes

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Voici un extrait des données obtenues après tout le traitement :

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A cause du format peu pratique pour l’extraction, nous avons un grand nombre de NAs mais malgré tout nous avons pu réaliser une CAH sur les données et obtenir 6 clusters différents.

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Nous avons nous même fixé ce nombre dans le fichier 03_CAH_clust.R.

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Les dominantes de 3A sont nombreuses, nous allons donc rassembler celles dont l’effectif est de moins de 10 étudiants dans une catégorie “Autre”.

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Graphiques

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 CAH par dominante

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Nous avons ensuité réalisé des CAH par dominante pour analyser les profils d’étudiants. Pour cela il a fallu définir un seuil, celui ci est de 20 étudiants au moins dans la dominante.

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Voici la liste de fichiers obtenue : 04_Conception et développement de produits_cah_results.csv, 04_Développement agricole_cah_results.csv, 04_Économie et gestion d'entreprise_cah_results.csv, 04_Gestion des milieux naturels_cah_results.csv, 04_Production et innovation dans les systèmes techniques végétaux_cah_results.csv

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Et ci-dessous des onglets par dominante considérée.

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+ + + + + \ No newline at end of file diff --git a/cah-analyse.qmd b/cah-analyse.qmd index 1fdbe97..973c9f7 100644 --- a/cah-analyse.qmd +++ b/cah-analyse.qmd @@ -12,7 +12,6 @@ format: --- ## Description des données - ```{r} knitr::opts_chunk$set(echo = FALSE) library(ggplot2) @@ -24,6 +23,7 @@ library(patchwork) library(here) library(knitr) +library(kableExtra) library(dplyr) library(tidyr) @@ -31,18 +31,19 @@ library(stringr) library(DT) -data <- read.csv(file.path(here(), "data", "03_cah_results.csv")) -colnames(data)[6:ncol(data) - 1] <- c( +imp_data <- read.csv(file.path(here(), "data", "03_cah_results.csv")) +colnames(imp_data)[6:ncol(imp_data) - 1] <- c( "1AC-OUVERTURE", "1AC-MI", "2A-UEchoix-S1-UC1", "2A-UEchoix-S1-UC2", "2A-UEchoix-S2-UC3", "2A-UEchoix-S2-UC4", "2A-UEchoix-S2-UC5", "2A-UEchoix-S2-UC6", "2A-Projet-S2" ) -data <- data %>% - mutate_if(sapply(data, is.character), as.factor) -``` +data <- imp_data %>% + mutate_if(sapply(imp_data, is.character), as.factor) +effectif_cluster <- table(data[["cluster"]]) +``` ```{r} data_details_sequence <- read.csv(file.path(here(), "data", "details-sequence-nettoyes.csv")) @@ -62,10 +63,14 @@ for (code_bloc in colnames(data)[6:ncol(data) - 1]) { Voici un extrait des données obtenues après tout le traitement : + ```{r} #| width: 50% -kable(head(data[, -1], 3)) -effectif_cluster <- table(data[["cluster"]]) +#| output: asis +example_data <- head(data[, -c(1,6:9)], 3) +kable(example_data, format = "latex", booktabs = TRUE) %>% + kable_styling(latex_options="scale_down") %>% + column_spec(1:ncol(example_data),width = "3cm") ``` :::{.callout-caution} @@ -78,10 +83,10 @@ Nous avons nous même fixé ce nombre dans le fichier `03_CAH_clust.R`. ```{r} -nb_3A_min <- 0 +nb_3A_min <- 10 data <- data %>% group_by(dominante3A) %>% - mutate(dominante3A = ifelse(n() < nb_3A_min, "Autre", dominante3A)) + mutate(dominante3A = ifelse(n() < nb_3A_min, as.character("Autre"), as.character(dominante3A))) %>% mutate(dominante3A = as.factor(dominante3A)) ``` Les dominantes de 3A sont nombreuses, nous allons donc rassembler celles dont @@ -115,8 +120,6 @@ plot_prop_cluster <- function(orig_data, eff, ...) { } ``` -:::{.panel-tabset} - ### Graphiques ```{r} @@ -137,9 +140,6 @@ htmltools::tagList(lapply(vec_sequences, function(sequence) { ``` -::: - - #  CAH par dominante ```{r} diff --git a/slides.pdf b/slides.pdf new file mode 100644 index 0000000000000000000000000000000000000000..b4aac56fe2cbc0514a2a15d3b3da3131d51cd106 GIT binary patch literal 54953 zcmeFab97~Ew*MWwVpMF~wr$%<#WpLpDz;fk#kOtRwo^&ooYQ@~&mG-&H14nOc>k!3 zk)8GIXYI8g&V2W0%{e!*oRA1LJqBNROw9vz;I!51hlE?N*+rf3&#pqmp&e&^r2=2qC&ly zBSg|kh+Fxy`S{1-Zrp4r>kf1Q%RQV!yOIkqSO6E2c(ou=ylJ$0%;d-M2eU|Uk72=|52c^~L%U^*}r`phk*C2|5fdxzjNC-W&#R z$BX>Wvo%U~;mkyo_;jF0%JE^)BW2|IK>!lU8mJ@srC4*n{}nlqHYNz43MY zDJYo8uG04cJ!-Y1HKDmGO^^@^J1d_)W7T0#nw{?8!UCHFtx`jW^w@%{)M|xm2km2< z2%xkbyt7`E%QX+lj{Q}CUM5z7>(%fR%9e+OJ~NyAt3u8ptxftCMBtcgGySf(%W;o( 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"2A-UEchoix-S2-UC4", + "2A-UEchoix-S2-UC5", "2A-UEchoix-S2-UC6", + "2A-Projet-S2" +) +data <- imp_data %>% + mutate_if(sapply(imp_data, is.character), as.factor) + +effectif_cluster <- table(data[["cluster"]]) +``` +```{r} + +data_details_sequence <- read.csv(file.path(here(), "data", "details-sequence-nettoyes.csv")) + +for (code_bloc in colnames(data)[6:ncol(data) - 1]) { + # code_bloc <- "1AC-OUVERTURE" + matching_code_cours <- data_details_sequence[which(data_details_sequence[["code_bloc"]] == code_bloc), c("code_cours", "cours")] + row_id_in_matching <- which(matching_code_cours[["code_cours"]] %in% levels(data[[code_bloc]])) + levels(data[[code_bloc]]) <- matching_code_cours[row_id_in_matching, "cours"] +} +``` + +# Présentation des données + +```{r} +#| width: 50% +#| tab-cap: Extrait des données traitement et nettoyage ($N = 370$ étudiants) +example_data <- head(data[, -c(1,6:9)], 3) +kable(example_data, format = "latex", booktabs = TRUE) %>% + kable_styling(latex_options="scale_down") %>% + column_spec(1:ncol(example_data),width = "3cm") +``` + +:::{.callout-warning appearance="minimal"} +\small +**Problème :** Il y a beaucoup de `NA` (des données manquantes), cela peut-être dûe à une +mauvaise extraction, à de mauvaises correspondances quand j'ai croisé les +sources. +::: + +```{r} +getPalette <- colorRampPalette(colors = palette_okabe_ito()) +plot_prop_cluster <- function(orig_data, eff, ...) { + data <- orig_data + + colorCount <- length(unique(data[["uc"]])) + levels(data$cluster) <- paste0(levels(data$cluster), " (N=", eff, ")") + p <- ggplot(data, ...) + + aes(x = "", y = nb, fill = uc, label = nb) + + geom_bar(position = "fill", stat = "identity") + + theme_bw() + + xlab("Cluster") + + ylab("Proportion dans le cluster") + + labs(fill = "Choix") + + theme(axis.title.y = element_text(angle = 90, vjust = .5, hjust = 1), aspect.ratio = 1) + + theme(legend.position = "bottom", text=element_text(size=20)) + + guides(fill = guide_legend(ncol = 2, byrow = TRUE)) + + scale_fill_manual(values = getPalette(colorCount), ) + + # coord_flip() + + scale_x_discrete() + + # coord_polar("y", start=0) + + facet_wrap(vars(data[["cluster"]])) + + return(p) +} +``` + +# Extraits de résultats + +```{r parcours_domaine} +#| layout-ncol: 2 +#| fig-cap: "Résultats pour les parcours et les domaines" +#| fig-subcap: "" +vec_sequences <- c("parcours", "domaine2A")#, "2A-UEchoix-S1-UC1") +ac <- NULL +for (sequence in vec_sequences){ + ac <- as.data.frame(table(data[["cluster"]], data[[sequence]], useNA = "ifany")) + colnames(ac) <- c("cluster", "uc", "nb") + ac <- ac %>% + group_by(cluster) %>% + mutate(Prop = nb / sum(nb), uc = str_wrap(uc, 32)) + p <- ac %>% plot_prop_cluster(eff = effectif_cluster) + ggtitle(str_wrap(paste("Proportion pour", sequence), 20)) + print(p) + } +``` + +--- + +```{r domaine_uc1} +#| layout-ncol: 2 +#| fig-cap: "Résultats pour les domaines et les UC1" +#| fig-subcap: "" +vec_sequences <- c("domaine2A", "2A-UEchoix-S1-UC1")#, "2A-UEchoix-S1-UC1") +ac <- NULL +for (sequence in vec_sequences){ + ac <- as.data.frame(table(data[["cluster"]], data[[sequence]], useNA = "ifany")) + colnames(ac) <- c("cluster", "uc", "nb") + ac <- ac %>% + group_by(cluster) %>% + mutate(Prop = nb / sum(nb), uc = str_wrap(uc, 32)) + p <- ac %>% plot_prop_cluster(eff = effectif_cluster) + ggtitle(str_wrap(paste("Proportion pour", sequence), 20)) + print(p) + } +``` + +# En bref +## Disponible dès maintenant + +- Accès au détails pour chaque UCs à choix. +- Toutes les données vous seront communiquées afin que vous puissiez vous en servir. +- Nous avons accès à ces données par dominante également[^1]. + +## A améliorer pour pérenniser + +- Avec de **meilleures données** (moins de `NA`, des noms de matières à jour avec Synapses) c'est une analyse très simple et rapide. +- Avec **plus de données** (plusieurs années et promos) possible de dégager des tendances[^longnote]. +- Donc facilement automatisable et *peut aider à comprendre les choix des étudiants*. + +[^1]: Pour les dominantes avec au moins 20 étudiants. +[^longnote]: Ici l'analyse a été faite uniquement sur la promo diplomée cet avril 2024. \ No newline at end of file diff --git a/slides_files/figure-beamer/domaine_uc1-1.pdf b/slides_files/figure-beamer/domaine_uc1-1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..f6552fbe90124159c6a4edca5d462d81bc256391 GIT binary patch literal 6803 zcmai32{=^y`xhbOwjfEAL&!QC#+I^-eaXIL9b+&xX2vYYnk7q?vagZ7$W>8xB?;O0 zENyZl6ryY`|1*`}z4zbqdw%Dc<(&7t%lCcXGxK~t?^nzets{$o%0tBZhufY(QJV$&1?V!M|At84xTYW$^9dwidM#@3a|&n& zDE!a@SNAIp0=(Wy?Pna@Gp^@wSQ-RoL3gG7h^#}Rc!61hpFcDZpfgKtTPT<|&IIFy z10FWL?4RaTJ&v$qR!g;+*MN1XxnCo4e#MdqzSgbT3!1 zbUQBfiS8sc9!mpIKaBt(V#l1+y=#mPEWbgkbC$)Tuk-8fa`Y_gl6ci_ef_8hDKTvM?&AV?!Lj5Xn}eQD zVziTnG*28-c!R!fnbHYrpAcV7(mYVu+4C&Zf#aOKJ1!n8D=(XU`ye#*-H3Ryw+VeY zAymJ6%rx0h&mNOpS|^y*_D5;hr3*%TRL>v+c+VA~j!SRk%iKZ@$Hp|=LO1dee(?2*zVkV4|EJ1h@b8*yC)MVQ` 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