diff --git a/gephi/avec_asso_bad_res_but_good.svg b/gephi/avec_asso_bad_res_but_good.svg
new file mode 100644
index 0000000000000000000000000000000000000000..dc9cfb57dfa2166f0737e8dafec9d9020821a40c
--- /dev/null
+++ b/gephi/avec_asso_bad_res_but_good.svg
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+              font-family="Abyssinica SIL" class="id_97">
+            LETAIEF Ma...
+        </text>
+        <text font-size="24" x="-319.5628" y="-41.80336" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_96">
+            LESBROS Ma...
+        </text>
+        <text font-size="24" x="-884.4112" y="2065.2642" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_95">
+            LEMOINE Lu...
+        </text>
+        <text font-size="24" x="-2353.6143" y="-1416.028" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_94">
+            LEGRAND Tony
+        </text>
+        <text font-size="24" x="-743.9279" y="-408.40784" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_93">
+            LE CLECH C...
+        </text>
+        <text font-size="24" x="219.16365" y="451.85043" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_92">
+            LE BOUEDEC...
+        </text>
+        <text font-size="24" x="-576.01294" y="12.864529" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_91">
+            LASSER--ZA...
+        </text>
+        <text font-size="24" x="434.30368" y="-994.2778" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_90">
+            LADRON Yan...
+        </text>
+        <text font-size="24" x="640.18536" y="104.56251" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_89">
+            KUBRYK Mél...
+        </text>
+        <text font-size="24" x="308.0972" y="1935.9757" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_88">
+            KIZIL Musa
+        </text>
+        <text font-size="24" x="-2375.002" y="87.83441" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_87">
+            KERJEAN Maël
+        </text>
+        <text font-size="24" x="-1569.225" y="711.32465" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_86">
+            KASSOUL Mo...
+        </text>
+        <text font-size="24" x="-637.02496" y="-258.6763" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_85">
+            KAID Yann
+        </text>
+        <text font-size="24" x="-422.851" y="-1927.2296" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_84">
+            JOURDAIN N...
+        </text>
+        <text font-size="24" x="834.97754" y="-74.41507" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_83">
+            JALFA Wissal
+        </text>
+        <text font-size="24" x="2004.7001" y="1233.2455" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_82">
+            JACQUEMOUD...
+        </text>
+        <text font-size="24" x="-171.38101" y="-221.41553" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_81">
+            HANCZYK Ba...
+        </text>
+        <text font-size="24" x="82.76824" y="-170.23898" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_80">
+            HABBOU Rim
+        </text>
+        <text font-size="24" x="-910.4627" y="561.98816" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_79">
+            GUEMNENG F...
+        </text>
+        <text font-size="24" x="-2148.666" y="-1927.6738" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_78">
+            GRASSIAN A...
+        </text>
+        <text font-size="24" x="78.052284" y="1200.7418" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_77">
+            GOIGNARD A...
+        </text>
+        <text font-size="24" x="202.2868" y="111.76769" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_76">
+            GERARD Tho...
+        </text>
+        <text font-size="24" x="-298.14832" y="-3450.612" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_75">
+            GENEAU Laura
+        </text>
+        <text font-size="24" x="133.85281" y="3.272787" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_74">
+            GASTAUD Ba...
+        </text>
+        <text font-size="24" x="1733.6937" y="132.25987" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_73">
+            FAREHAN Ya...
+        </text>
+        <text font-size="24" x="147.44641" y="921.58575" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_72">
+            EYRAUD Jul...
+        </text>
+        <text font-size="24" x="1349.2653" y="-961.0856" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_71">
+            EXPUESTO E...
+        </text>
+        <text font-size="24" x="-70.82269" y="-119.772705" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_70">
+            ESPIAND Mi...
+        </text>
+        <text font-size="24" x="762.0564" y="2367.1348" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_69">
+            DIEME Steve
+        </text>
+        <text font-size="24" x="-1941.2206" y="1254.5402" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_68">
+            DELEPORTE ...
+        </text>
+        <text font-size="24" x="-955.19684" y="-2585.6943" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_67">
+            CISSE Mouh...
+        </text>
+        <text font-size="24" x="-771.1931" y="1051.4297" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_66">
+            CHEYMOL Wi...
+        </text>
+        <text font-size="24" x="301.8312" y="81.90617" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_65">
+            CHAU Sylvain
+        </text>
+        <text font-size="24" x="826.723" y="-717.3751" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_64">
+            CHADAL Léo
+        </text>
+        <text font-size="24" x="1963.4294" y="-962.3204" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_63">
+            CÉLIN--DAV...
+        </text>
+        <text font-size="24" x="-415.22314" y="-372.26666" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_62">
+            CAPITAINE ...
+        </text>
+        <text font-size="24" x="-802.0854" y="-1372.0599" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_61">
+            CAMBECEDES...
+        </text>
+        <text font-size="24" x="-461.61768" y="-186.95863" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_60">
+            BURDEYRON ...
+        </text>
+        <text font-size="24" x="3390.1255" y="308.84412" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_59">
+            BROUARD Gr...
+        </text>
+        <text font-size="24" x="-577.3889" y="-526.2932" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_58">
+            BOURDET Es...
+        </text>
+        <text font-size="24" x="-654.2271" y="1721.5933" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_57">
+            BLONDEL LA...
+        </text>
+        <text font-size="24" x="256.03815" y="200.4052" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_56">
+            BELGUEBLI ...
+        </text>
+        <text font-size="24" x="459.02325" y="1070.0211" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_55">
+            BAH Tidiane
+        </text>
+        <text font-size="24" x="257.99295" y="-351.64587" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_54">
+            AUBERTIN C...
+        </text>
+        <text font-size="24" x="1715.9926" y="-396.03528" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_53">
+            ASSAFIRI F...
+        </text>
+        <text font-size="24" x="0.0021225535" y="4.226176" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_52">
+            ALLARD DE ...
+        </text>
+        <text font-size="24" x="-2048.6553" y="-523.93274" fill="#000000"
+              style="text-anchor: middle; dominant-baseline: central;"
+              font-family="Abyssinica SIL" class="id_51">
+            ABOU-RJEIL...
+        </text>
+    </g>
+</svg>
\ No newline at end of file
diff --git a/script/src/csv.ml b/script/src/csv.ml
index 71aa54a8359a2673be01488d0b880e19f477ebb9..fcc49c2b10d2440ed0a9f231dcff519523c9b538 100644
--- a/script/src/csv.ml
+++ b/script/src/csv.ml
@@ -3,14 +3,14 @@
 get_data : string -> sting list
 Ex : 
 nom_fichier : 
-anfrzvirz qvirù qvr
+anfrzvirz, qvirù, qvr
 rqv erp,be rq,b r
-qb oepv k,q, vkerq 
+qb oepv k,q, vkerq
 reo qpv,reoq,beripkn q
 bro, pq, erp,bqer p
 
 get_data nom_fichier = [
-anfrzvirz qvirù qvr;
+anfrzvirz, qvirù, qvr;
 rqv erp,be rq,b r;
 qb oepv k,q, vkerq; 
 reo qpv,reoq,beripkn q;
@@ -193,6 +193,44 @@ let map_line rand_csv f =
         {column_name = rand_csv.column_name;data = new_data}
 
 
+
+(*
+filtre les lignes qui satisfont f
+
+filter_line : csv -> ((string, string) Hashtbl.t -> bool) -> csv
+
+Ex :
+let moncsv = 
+col1, col2, col3, col4
+a0  , b0  , c0  , d0
+a1  , b1  , c1  , d1
+a2  , b2  , c2  , d2
+a3  , b3  , c3  , d3
+
+map_line moncsv (fun htab -> Hashtbl.find htab "col1" = "a0" || Hashtbl.find htab "col2" = "b1") = 
+col1, col2, col3, col4
+a0  , b0  , c0  , d0
+a1  , b1  , c1  , d1
+*)
+let filter_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
+        end
+        in
+        let new_data = List.filter map_l rand_csv.data in
+        {column_name = rand_csv.column_name;data = new_data}
+
+
+
 (*
 Applique la fonction f a une colonne mais ne modifie rien:
 
@@ -350,7 +388,7 @@ Id, Label
 )
 *)
 let to_graph csv col_name_label =
-        let nodes =  create ["Id";"Label"] in
+        let nodes =  create ["Id";"Label";"Categorie"] in
         let edges = create ["Source";"Target";"Type";"Id";"Weight"] in
         let hash_node = Hashtbl.create (List.length csv.column_name) in
         
@@ -359,7 +397,7 @@ let to_graph csv col_name_label =
                 |nom_assos :: tl ->
                         if nom_assos <> "" && not (String.equal nom_assos col_name_label) then begin
                                 Hashtbl.add hash_node nom_assos (string_of_int k);
-                                ajoute_assos (add_line node [|string_of_int k;nom_assos|]) (k+1) tl
+                                ajoute_assos (add_line node [|string_of_int k;nom_assos;"Asso"|]) (k+1) tl
                                 end
                         else
                                 ajoute_assos node k tl
@@ -374,7 +412,7 @@ let to_graph csv col_name_label =
                                 let label = arr.(id) in 
                                 Hashtbl.add hash_node label (string_of_int acc);
                                 
-                                (add_line node [|string_of_int acc;label|],acc + 1)
+                                (add_line node [|string_of_int acc;label;"Eleve"|],acc + 1)
                                 )
                                 (node,k) csv.data 
                                 in
diff --git a/script/src/point_assos_to_gephi.ml b/script/src/point_assos_to_gephi.ml
index 5ce02495228bdfc4bf1532d9555d48fa5e125ffe..004bbbbd2ffc9172965f3f5a3fc4e502c37932b4 100644
--- a/script/src/point_assos_to_gephi.ml
+++ b/script/src/point_assos_to_gephi.ml
@@ -1,4 +1,8 @@
 
+
+
+
+
 let apply_coef csv_coef csv_note = 
         Csv.map_line csv_coef (fun tab_h -> begin
                 let nom = Hashtbl.find tab_h "Nom" in
@@ -9,6 +13,25 @@ let apply_coef csv_coef csv_note =
         end
                 )
 
+
+let supprime_eleve_sans_assos csv = 
+        let possede_asso htab = 
+                Hashtbl.fold (
+                        fun cle elt acc ->
+                                if cle = "Nom Prenom" then
+                                        acc
+                                else if elt <> "" && cle <> "" then
+                                        true
+                                else
+                                        acc
+        ) htab false
+        in
+        Csv.filter_line csv (fun htab -> possede_asso htab)
+
+
+
+
+
 let () = begin
         let point_asso_path = "../../asset_original/points_asso_S1S3S5_2024.csv" in
         (*Ouverture point assos*)
@@ -32,6 +55,7 @@ let () = begin
         let points_assos = Csv.del_column points_assos "Formation" in
         let points_assos = Csv.del_column points_assos "Total" in
         let points_assos = Csv.del_column points_assos "Assos" in
+        let points_assos = supprime_eleve_sans_assos points_assos in
         let edges,nodes= Csv.to_graph points_assos "Nom Prenom" in
         Csv.save nodes "../../res_script/nodes.csv";
         Csv.save edges "../../res_script/edges.csv";