diff --git a/02_preprocessing.R b/02_preprocessing.R
index 6fdd7b7..8770543 100644
--- a/02_preprocessing.R
+++ b/02_preprocessing.R
@@ -259,7 +259,13 @@ out_data <- joined_data[!is.na(joined_data[["code_cours"]]), ] %>%
     pivot_wider(names_from = code_bloc, values_from = code_cours, values_fn = filtrage) %>%
     filter(!is.na(ine))
 
-out_data <- out_data %>% relocate(any_of(c("ine", "dominante3A", "parcours", "domaine2A")))
+out_data <- out_data %>% relocate(any_of(c(
+    "ine", "dominante3A", "parcours", "domaine2A", "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"
+)))
 
 write.csv(out_data,
     file.path(here(), "data", "02_preprocessed_data.csv"),