diff --git a/asset_original/coef_asso.txt b/asset_original/coef_asso.txt
index 1b583491f1e7452fff002daa1c85662b75fec0aa..e889da5668616f247fed619af7e83eeefe4af443 100644
--- a/asset_original/coef_asso.txt
+++ b/asset_original/coef_asso.txt
@@ -1,49 +1,40 @@
 AlexandrIIE : 5
-Apéral : 10
-Arise : 100
+ARISE : 100
 BDS : 60
-Baka : 30
+Bakaclub : 30
 Bakanim' : 40
 BdE : 100
 CiD : 25
 CCCM : 50
-CIIrquE : 0
-ComDiie : 25
-ComWEI : 80
+Comdiie : 25
 CraftIIE : 5
 CuIsInE : 45 
 DansIIE : 45
 DataScIIEnce : 15
 Dièse : 50
 EchequIIE : 30
-ÉcologIIE : 10
-ENiiGMe : 0
+EcologIIE : 10
 FiLiGRANe : 10
 FinancIIE : 5
 Forum : 70
 Gala : 60
 GuIIldE : 25
-Houdiniie : 0
 i-TV : 70
 IIE++ : 35
 IImagE : 40
-IImondE : 0
-InclusivE : 0
 Kryptosphère : 60
 LanPartIIE : 55
 LeBar(c) : 95
-Liien : 70
+LiieN : 70
 LudIIE : 20
 LumIIEre : 10
 MissterIIE : 35
 Muzzik' : 50
 NightIIEs : 50
-ORiGiNe : 0
 ParoleDeHyène : 35
-PiiXel : 40
+PiiXeL : 40
 PomPom : 40
 Radioactive : 5
-RDDiie : 0
 SecuritIIE : 10
 Siieste : 5
 SmashIIE : 25 
diff --git a/asset_original/coef_listes.txt b/asset_original/coef_listes.txt
index 1385c7f16d264f10841b6fd87364005d6149a3c4..de44826c4c745289e57c5d5fd43a34e39bfae580 100644
--- a/asset_original/coef_listes.txt
+++ b/asset_original/coef_listes.txt
@@ -1,6 +1,6 @@
-ÉquIlIbre : 45
+EquIlIbre : 45
 TIIMELESS : 80
 OnIrIquE : 80
 ChIImpanzEd : 40
 IInvadErs : 45
-ObscurIItÉ : 45
+ObscurIItE : 45
diff --git a/asset_original/points_asso_S1S3S5_2024.csv b/asset_original/points_asso_S1S3S5_2024.csv
index 2d6ae3a95d5c32ac2e963a5e17d85c4ddbe9dd89..7a5a03ec3c71deb6604ff0aa2498c21b528c27f2 100644
--- a/asset_original/points_asso_S1S3S5_2024.csv
+++ b/asset_original/points_asso_S1S3S5_2024.csv
@@ -1,4 +1,4 @@
-NOM,Prénom,Formation,Asso,ARISE,Alexandriie,BDE,BDS,Bakaclub,Bakanim,CBDE,CCCM,ChIImpanzEd,CiD,Comdiie,CraftIIE,CuIsInE,DansIIE,DataScIIEnce,Dièse,ECOLOGIIE,EchequIIE,FiLiGRANe,FinancIIE,Forum,Gala,GuIIldE,I-TV,IIE++,IINVADERS,IImagE,Kryptosphere,LanPartIIE,LeBar(c),LiieN,LudIIE,LumIIEre,MissterIIE,Muzzik',NightIIEs,Obscurite,OnIrIquE,ParoleDeHyène,PiiXeL,PomPom,Radioactive,SURFIIE,Securitiie,Siieste,SmashIIE,SoutIIEN,SymphonIIE,TIIMELESS,VocalIIsE,,Assos,Total
+NOM,Prénom,Formation,Asso,ARISE,AlexandrIIE,BdE,BDS,Bakaclub,Bakanim',EquIlIbre,CCCM,ChIImpanzEd,CiD,Comdiie,CraftIIE,CuIsInE,DansIIE,DataScIIEnce,Dièse,EcologIIE,EchequIIE,FiLiGRANe,FinancIIE,Forum,Gala,GuIIldE,i-TV,IIE++,IInvadErs,IImagE,Kryptosphère,LanPartIIE,LeBar(c),LiieN,LudIIE,LumIIEre,MissterIIE,Muzzik',NightIIEs,ObscurIItE,OnIrIquE,ParoleDeHyène,PiiXeL,PomPom,Radioactive,SurfIIE,SecuritIIE,Siieste,SmashIIE,SoutIIEn,SymphonIIE,TIIMELESS,VocalIIsE,,Assos,Total
 ABAHAMOU,Ziad,FISE,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0
 ABDEL WEDOUD,Yahdhih,FISE,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0
 ABDELNOUR,Kevin,FISE,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0
diff --git a/script/src/csv.cmo b/script/src/csv.cmo
index f187c9f703755d66f8ab8051b13dfff4c618a038..c487467b1467f7f84a01bf832edbc552dc131ec3 100644
Binary files a/script/src/csv.cmo and b/script/src/csv.cmo differ
diff --git a/script/src/csv.ml b/script/src/csv.ml
index d568392d41ac4b803ea7d2ead8fa9dfed55e50a9..e9e0e9b33bea070d3ae694f515f57c46d10bb05b 100644
--- a/script/src/csv.ml
+++ b/script/src/csv.ml
@@ -27,7 +27,7 @@ let open_as_csv name =
 
 
 let rec trouve_indice l elt = match l with
-        |[] -> (-1)
+        |[] -> failwith "Indice non trouvé !"
         |x :: tl -> if String.equal x elt then 0 else 1 + (trouve_indice tl elt)
         
 
@@ -52,13 +52,33 @@ let merge_column rand_csv col_name1 col_name2 new_col_name f =
         {column_name = new_col_name;data = new_data}
 
 
-let map rand_csv col_name f =
+let map rand_csv col_name f = begin
         let idx = trouve_indice rand_csv.column_name col_name in
         let new_data = List.map 
                 (fun a -> (a.(idx) <- f a.(idx);a))
                 rand_csv.data
         in
         {column_name = rand_csv.column_name;data = new_data}
+end
+
+let map_line rand_csv f =
+        let htab = Hashtbl.create (List.length rand_csv.column_name) in
+        let n = List.length rand_csv.column_name in
+        let col_name_arr = Array.of_list rand_csv.column_name in
+        let rec save_line a l i = 
+                match l with
+                |[] -> ()
+                |x :: tl -> (Hashtbl.replace htab x a.(i);save_line a tl (i+1))
+        in
+        let map_l a = begin
+                save_line a rand_csv.column_name 0;
+                (f htab);
+                Array.init n (fun i -> Hashtbl.find htab (col_name_arr.(i)));
+        end
+        in
+        let new_data = List.map map_l rand_csv.data in
+        {column_name = rand_csv.column_name;data = new_data}
+
 
 
 let iter rand_csv col_name f =
diff --git a/script/src/point_assos_to_gephi.ml b/script/src/point_assos_to_gephi.ml
index a1cc582b7b19164143863149d1781ddab5aef984..a7392ebfd3100768d906fa65adb2220523089ff1 100644
--- a/script/src/point_assos_to_gephi.ml
+++ b/script/src/point_assos_to_gephi.ml
@@ -1,4 +1,14 @@
 
+let apply_coef csv_coef csv_note = 
+        Csv.map_line csv_coef (fun tab_h -> begin
+                let nom = Hashtbl.find tab_h "Nom" in
+                let c = Hashtbl.find tab_h "Coef" in
+                Printf.printf "nom_asso : %s,coef_asso : %s \n" nom c;
+                Csv.map csv_note nom (fun coef_original -> ((*Printf.printf "   coef_original:%s,c:%s\n" coef_original c; *)
+                        if c = "" || coef_original = "" then ""  else string_of_float((float_of_string coef_original)*.(float_of_string c))))
+        end
+                )
+
 let () = begin
         let point_asso_path = "../../asset_original/points_asso_S1S3S5_2024.csv" in
         (*Ouverture point assos*)
@@ -9,9 +19,13 @@ let () = begin
         (*Ouverture coef listes*)
         let coef_liste_path = "../../res_script/coef_listes.csv" in
         let coef_liste = Csv.open_as_csv coef_liste_path in
-        print_endline "J'ai ouvert tout mes fichiers  ! "        
-                
+        print_endline "J'ai ouvert tout mes fichiers  ! ";
 
 
+        
+        let _ = apply_coef coef_asso points_assos in
+        let _ = apply_coef coef_liste points_assos in
+        Csv.save points_assos "../../res_script/point_assos_re_coefficiente.csv"
+                        
 
 end 
diff --git a/script/src/csv.mli b/script/src/truchmiuch
similarity index 88%
rename from script/src/csv.mli
rename to script/src/truchmiuch
index 8a24af3f1f959c9d3df5bddb6579e0d15e3145d3..684c133e766eaf0912b923cd50919a98c026066a 100644
--- a/script/src/csv.mli
+++ b/script/src/truchmiuch
@@ -9,6 +9,8 @@ let merge_column : csv -> string -> string -> string -> (string -> string -> str
 
 let map : csv -> string -> (string -> string) -> csv
 
+let map_line : csv -> ((string, string) Hashtbl.t -> 'a) -> csv
+
 let iter : csv -> string -> (string -> ()) -> ()
 
 let save : csv -> string -> ()