************************************************************; * Cas barres ; * PREFMAP : Approche de cartographie EXTERNE ; * constitution de l'espace sur les données produit ; * ici par analyse factorielle des correspondances; * Projection des préférences dans cet espace ; ***********************************************************; * Echantillon SIMULE de n =334 + consommation ; * Pierre Desmet 2012 ; ***********************************************************; Title1 H=1 j=l "Etude Barres chocolatées"; Footnote1 H=1 j=l "Analyse sensorielle" j=r "Master Marketing. 2012" ; *****************************************************************************; * Espace perceptuel des barres chocolatées : variables objectives; *****************************************************************************; data objectif ; length descriptif $ 100. fab $ 10. marque $ 9. type $ 9.; input fab $ marque $ Cacao_100 Coco Nougat Caramel Nois_Cacahuet Cereales Chocolat Biscuit Gaufrettes Prix_lot Combien Poids_total Poids_u Prix_u Prix_kg Cal Cal_u Proteines_100 Glucides_100 G_sucres_100 G_autre_100 Lipides_100 Descriptif $; /* ne pas laisser d'espace dans le descriptif */ if chocolat=1 then type="Chocolat"; else if biscuit=1 then type="Biscuit"; else type="Gaufrette" ; /* attention : si couper/coller d'excel , penser à remplacer les '.' par des '.' */ cards; Nestlé Nuts 0 0 0 1 1 0 1 0 0 2.70 6 252 42.0 0.45 10.71 498 209 4.6 62.3 55.2 7.1 24.8 Chocolat_au_lait_fourrage_caramel_et_noisettes Mars Snickers 1 0 0 1 1 0 1 0 0 2.44 6 300 50.0 0.41 8.13 503 252 9.1 56.2 48.6 7.6 26.7 Chocolat_au_lait_100%_pur_beurre_de_cacao_fourré_de_confiserie_et_de_caramel_avec_des_cacahuètes_grillées Mars Mars 1 0 0 1 0 0 1 0 0 2.09 6 252 42.0 0.35 8.29 452 190 3.5 70.2 54.3 15.9 17.2 Chocolat_au_lait_100%_pur_beurre_de_cacao_fourré_de_confiserie_et_caramel Mars Milky_way 1 0 0 0 0 0 1 0 0 2.50 9 197 21.9 0.28 12.69 449 98 4 71.8 66.8 5 16.1 Chocolat_au_lait_100%_pur_beurre_de_cacao_fourré_de_mousse_dau_lait Mars Bounty 1 1 0 0 0 0 1 0 0 2.75 10 285 28.5 0.28 9.65 488 139 3.7 58.3 48 10.3 26.1 Chocolat_au_lait_100%_beurre_de_cacao_fourré_de_noix_de_coco_blanche_et_tendre Kraft Nougatti 0 0 1 0 0 0 1 0 0 3.99 9 270 30.0 0.44 14.78 470 141 6.2 57.5 56 1.5 24 Chocolat_au_lait_extra-fin_fourré_au_nougat Nestlé Lion 0 0 0 1 0 1 0 0 1 2.48 6 252 42.0 0.41 9.84 493 207 5.5 65.5 53.1 12.4 22.9 Gaufrette_fourrée_nappage_caramelisé_et_céréales_enrobage_chocolat_au_lait Ferrero Kinder 0 0 0 0 1 0 0 0 1 2.79 10 215 21.5 0.28 12.98 394 85 9.2 49.5 41.3 8.2 37.3 Fines_gaufrettes_enrobées_de_chocolat_au_lait_fourrées_lait_et_noisettes_broyées Nestlé Kit_Kat 0 0 0 0 0 0 0 0 1 2.14 6 270 45.0 0.36 7.93 522 235 7 60.2 49.4 10.8 27.6 Gaufrette_croustillante_enrobée_de_chocolat_au_lait Auchan Pouce 0 0 0 1 0 1 0 0 1 1.65 10 300 30.0 0.17 5.50 496 149 4.5 66 . . 23.5 Gaufrettes_et_riz_souflé_nappés_de_caramel_et_enrobées_de_chocolat_au_lait Nestlé Sundy 0 0 0 0 0 1 0 1 0 2.55 5 180 36.0 0.51 14.17 508 183 3.7 64.5 34.1 30.4 25.4 Barre_croustillante_de_céréales_au_chocolat Mars Balisto 1 0 0 0 0 1 0 1 0 2.10 9 166 18.4 0.23 12.65 503 93 7.4 60.3 43.8 16.5 25.1 Biscuit_aux_céréales_complètes__crème_et_fruit_des_bois_enrobage_avec_du_chocolat_au_lait_100%_pur_beurre_de_cacao Mars Twix 1 0 0 1 0 0 0 1 0 1.65 6 348 58.0 0.28 4.74 495 287 4.4 64.6 48.7 15.9 24 Biscuit_nappé_au_caramel_et_enrobé_avec_du_chocolat_au_lait_100%_pur_beurre_de_cacao ; run ; /* tableau total : médiane et moyenne des variables quanti */ Title2 'Tableau des variables nominales : détermination de la médiane'; Proc tabulate data=objectif ; var Prix_lot Combien poids_total poids_u Prix_u Prix_kg cal cal_u Proteines_100 Glucides_100 G_sucres_100 G_autre_100 Lipides_100 ; table (Prix_lot Prix_u Prix_kg Combien poids_total poids_u cal cal_u Proteines_100 Glucides_100 G_sucres_100 G_autre_100 Lipides_100),(mean median); run; data objectif; set objectif ; if cal=. then cal_B=.; else if cal>495 then cal_B=1; else cal_B=0 ; if Proteines_100 =. then Proteines_B=. ; else if Proteines_100>4.6 then Proteines_B=1; else Proteines_B=0; if G_sucres_100=. then G_sucres_B=. ; else if G_sucres_100> 49 then G_sucres_B=1; else G_sucres_B =0; if G_autre_100 =. then G_autre_B=.; else if G_autre_100>10.55 then G_autre_B =1; else G_autre_B = 0; if Lipides_100=. then Lipides_B=. ; else if Lipides_100> 24.8 then Lipides_B=1; else Lipides_B = 0; run ; proc format ; value cal 0="CL-" 1="Calorie"; value Coco 0="CO-" 1="Coco"; value proteines 0="PR-" 1="protein" ; value lipides 0="LI-" 1="Lipide" ; value G_sucre 0="SU-" 1="Sucre" ; value G_autre 0="GA-" 1="Gluc_A" ; value cacao_100p 0="CA-" 1="Cacao100" ; value Nougat 0="NO-" 1="Nougat" ; value Caramel 0="CA-" 1="Caramel" ; value Nois_Cacahuet 0="NX- " 1="Nois_Cacah" ; value cereales 0="CE-" 1="Cereales" ; value Chocolat 0="CH-" 1="T_Chocolat" ; value Biscuit 0="BI-" 1="T_Biscuit" ; value Gaufrettes 0="G-" 1="T_Gaufrettes" ; run ; /* tableau discretisé complet */ Title2 'Tableau des variables nominales discrétisées par marque'; Proc tabulate data=objectif ; class marque ; var cacao_100 Nougat Caramel Nois_Cacahuet cereales Chocolat Biscuit Gaufrettes cal_B Proteines_B G_sucres_B G_autre_B Lipides_B; table marque, (cacao_100 Nougat Caramel Nois_Cacahuet cereales Chocolat Biscuit Gaufrettes cal_B Proteines_B G_sucres_B G_autre_B Lipides_B)*(mean*F=4.0); run; ods graphics on ; ********************************; * exploration ; ********************************; Title2 'Espace perceptuel des barres chocolatées (variables nominales) : exploration'; proc corresp data=objectif DIMENS=4 ; Tables marque, cacao_100 Nougat Caramel Nois_Cacahuet Cereales Chocolat Biscuit Gaufrettes Cal_B Proteines_B G_sucres_B G_autre_B Lipides_B; Format cal_B cal. cacao_100 cacao_100p. Nougat nougat. Caramel caramel. cereales cereales. Chocolat chocolat. Biscuit biscuit. Nois_Cacahuet Nois_Cacahuet. Gaufrettes gaufrettes. Proteines_B proteines. G_sucres_B G_sucre. G_autre_B G_autre. Lipides_B lipides. coco coco. ; run ; ****************************************************; * sélection des variables et choix du nombre d'axes ; ****************************************************; Title2 'Espace perceptuel des barres chocolatées (variables nominales) : variables choisies'; proc corresp data=objectif OUTC=obj_cor (rename= (_NAME_=marque)) DIMENS=2 ; Tables marque, cacao_100 Cereales Caramel Nois_cacahuet Chocolat Biscuit Gaufrettes cal_B Proteines_B G_sucres_B G_autre_B Lipides_B; Format cal_B cal. cacao_100 cacao_100p. Nougat nougat. Caramel caramel. cereales cereales. Chocolat chocolat. Biscuit biscuit. Nois_Cacahuet Nois_Cacahuet. Gaufrettes gaufrettes. Proteines_B proteines. G_sucres_B G_sucre. G_autre_B G_autre. Lipides_B lipides. coco coco.; run ; proc sort data=objectif ; by marque; run ; proc sort data=obj_cor ; by marque; run ; data objectif_cor ; merge objectif obj_cor ; by marque ; If _TYPE_="OBS" ; run ; Title2 'Obj_Cor : Tableau de sortie de l"AFACO'; proc print data=objectif_cor ; run ; Title2 'Graphique de sortie de l"AFACO'; data work ; set objectif_cor ; X=dim1; Y=dim2; text=Marque ; Label Y='Dim 2' X='Dim 1'; size=1; xsys='2'; ysys='2'; keep X Y Xsys Ysys text size _TYPE_; run; * axis1 length=17 cm order=(-15 to 15 by 1); * axis2 length=17 cm order=(-15 to 15 by 1); proc gplot data=work; symbol1 V=none interpol=none; * where _TYPE_="OBS"; plot Y*X=1 / haxis=axis1 vaxis=axis2 annotate=work Frame Href=0 Vref=0; run; ********************************************************************; * Préférences simulées sur n= 334 à partir des premières évaluations ; * ajout d'une variable "consommation " pour calculer le potentiel par segment ; ********************************************************************; data pref_in ; array na{13} na1-na13; array a{13} a1-a13; array ln{13} ln1-ln13; array ia{13} ia1-ia13; input code $ consommation @@; do i=1 to 13 ; input na{i} @@ ; end ; do i=1 to 13 ; input a{i} @@ ; end ; do i=1 to 13 ; input ln{i} @@ ; end ; do i=1 to 12 ; input ia{i} @@ ; end ; input ia{13} ; cards ; 101 3 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 8 8 7 9 6 0 3 0 5 0 6 0 0 3 4 4 6 1 0 1 0 2 0 2 105 2 0 1 1 1 0 1 1 0 0 0 1 0 1 0 1 1 1 0 1 1 0 1 0 1 0 1 0 1 9 7 7 9 6 0 3 0 4 0 5 0 0 3 3 3 6 1 0 0 0 1 0 2 106 2 0 2 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 9 6 7 8 6 0 3 0 5 0 6 0 0 3 3 3 5 1 0 1 0 2 0 2 107 3 0 1 1 1 1 1 1 0 1 0 2 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 8 7 6 8 6 0 3 0 5 0 6 0 0 3 4 3 5 1 0 0 0 2 0 2 109 4 0 1 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 8 8 7 7 6 0 3 0 5 0 6 0 0 3 4 4 4 1 0 0 0 2 0 2 111 4 0 1 1 1 1 1 1 0 1 0 1 0 2 0 1 1 1 1 1 1 0 1 0 1 0 2 0 1 9 8 8 9 5 0 3 0 5 0 7 0 0 3 4 4 6 1 0 1 0 2 0 2 116 4 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 8 7 7 9 6 0 3 0 5 0 5 0 0 3 4 4 5 1 0 1 0 2 0 2 118 4 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 10 7 8 8 6 0 3 0 5 0 7 0 0 3 4 4 5 1 0 0 0 2 0 2 124 3 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 9 7 8 8 6 0 3 0 5 0 6 0 0 3 3 4 6 1 0 0 0 2 0 2 126 3 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 8 7 7 7 6 0 3 0 5 0 5 0 0 3 4 3 5 1 0 0 0 2 0 2 130 2 0 1 1 1 1 2 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 8 6 6 8 6 0 3 0 5 0 6 0 0 3 3 3 5 1 0 1 0 2 0 2 131 2 0 2 1 0 1 1 1 0 1 0 1 0 1 0 1 1 0 1 1 1 0 1 0 1 0 1 0 1 10 6 7 8 5 0 3 0 5 0 7 0 0 3 3 3 5 1 0 0 0 2 0 2 132 4 0 1 4 1 1 1 1 0 1 0 0 0 1 0 1 2 1 1 1 1 0 1 0 0 0 1 0 1 9 7 7 8 5 0 3 0 6 0 6 0 0 3 4 4 5 1 0 1 0 2 0 2 136 3 0 1 2 1 1 1 1 0 1 0 1 0 1 0 1 2 1 1 1 1 0 1 0 1 0 1 0 1 10 7 7 8 7 0 3 0 5 0 6 0 0 3 3 4 5 1 0 0 0 2 0 2 139 4 0 1 1 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 8 7 7 8 6 0 3 0 5 0 6 0 0 2 4 4 6 1 0 1 0 2 0 2 202 6 1 1 1 1 1 1 1 0 1 1 2 1 1 1 1 1 1 1 1 1 0 1 1 2 1 1 9 10 8 9 6 5 0 0 0 0 0 0 9 6 5 4 4 1 2 0 0 0 0 0 0 7 203 6 1 1 1 1 1 1 1 0 1 1 1 2 1 1 1 1 1 1 1 1 0 1 1 1 2 1 8 10 8 8 6 6 0 0 0 0 0 0 9 5 5 4 4 1 2 0 0 0 0 0 0 7 207 6 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 9 10 8 9 6 7 0 0 0 0 0 0 9 6 5 4 4 1 2 0 0 0 0 0 0 7 213 6 1 1 1 1 1 1 1 0 1 1 1 2 1 1 1 1 1 1 1 1 0 1 1 1 2 1 9 10 8 9 6 6 0 0 0 0 0 0 9 6 5 4 5 1 2 0 0 0 0 0 0 7 214 6 1 1 1 1 0 1 1 0 2 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 8 10 7 9 5 6 0 0 0 0 0 0 8 6 5 4 4 1 2 0 0 0 0 0 0 7 216 6 1 1 0 1 1 1 1 0 1 2 1 2 1 1 1 1 1 1 1 1 0 1 1 1 2 1 9 9 9 9 6 6 0 0 0 0 0 0 8 6 5 5 4 1 2 0 0 0 0 0 0 6 221 6 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 1 1 1 1 1 10 10 8 9 5 6 0 0 0 0 0 0 9 7 5 4 4 1 2 0 0 0 0 0 0 7 223 6 1 1 1 2 1 1 1 0 1 1 1 1 1 1 1 1 2 1 1 1 0 1 1 1 1 1 10 9 8 8 6 7 0 0 0 0 0 0 10 6 4 4 4 1 3 0 0 0 0 0 0 7 225 6 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 1 1 1 9 9 9 8 7 6 0 0 0 0 0 0 9 6 5 4 4 1 2 0 0 0 0 0 0 7 226 6 1 1 0 1 1 0 1 0 0 1 0 1 1 1 1 1 1 1 0 1 0 0 1 0 1 1 9 10 9 10 6 6 0 0 0 0 0 0 9 6 5 4 5 1 2 0 0 0 0 0 0 7 229 6 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 9 10 7 8 7 5 0 0 0 0 0 0 8 6 5 4 4 1 2 0 0 0 0 0 0 7 235 6 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 8 10 9 9 7 5 0 0 0 0 0 0 9 5 6 5 4 1 2 0 0 0 0 0 0 7 236 5 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 9 9 7 9 6 5 0 0 0 0 0 0 9 6 5 3 5 1 2 0 0 0 0 0 0 7 240 5 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 9 8 7 9 6 6 0 0 0 0 0 0 10 6 4 3 5 1 2 0 0 0 0 0 0 7 301 8 0 1 1 1 2 1 1 0 0 0 1 0 1 0 1 1 1 2 1 1 0 0 0 1 0 1 0 9 10 9 10 9 7 0 0 0 10 0 10 0 3 7 7 7 7 5 0 0 0 7 0 7 303 8 0 2 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 8 9 9 9 8 7 0 0 0 9 0 9 0 3 7 7 6 6 4 0 0 0 7 0 6 305 8 0 1 1 0 1 1 1 0 0 0 1 0 1 0 1 1 0 1 1 1 0 0 0 1 0 1 0 9 10 9 10 8 7 0 0 0 10 0 10 0 3 7 7 7 6 5 0 0 0 7 0 7 306 8 0 1 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 9 10 10 10 8 8 0 0 0 10 0 10 0 3 7 7 7 6 5 0 0 0 7 0 6 307 8 0 2 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 9 10 10 10 9 8 0 0 0 10 0 10 0 3 7 7 6 6 6 0 0 0 7 0 7 310 8 0 1 0 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 9 10 9 10 8 7 0 0 0 10 0 10 0 3 7 7 7 5 4 0 0 0 7 0 6 313 8 0 1 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 9 9 10 10 8 8 0 0 0 10 0 9 0 3 7 7 7 5 5 0 0 0 7 0 6 318 8 0 0 0 1 1 1 1 0 0 0 1 0 1 0 0 1 1 1 1 1 0 0 0 1 0 1 0 9 10 10 10 8 9 0 0 0 9 0 10 0 3 7 7 7 5 6 0 0 0 7 0 7 319 8 0 1 1 1 1 1 1 0 0 0 2 0 1 0 1 1 1 1 1 1 0 0 0 2 0 1 0 9 10 9 10 9 6 0 0 0 10 0 10 0 3 7 7 6 6 5 0 0 0 7 0 7 320 8 0 1 1 0 1 1 1 0 0 0 0 0 1 0 1 1 0 1 1 1 0 0 0 1 0 1 0 8 10 10 9 9 7 0 0 0 10 0 10 0 3 7 7 6 6 5 0 0 0 7 0 7 323 8 0 1 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 9 10 10 10 7 6 0 0 0 10 0 10 0 3 7 7 7 5 4 0 0 0 7 0 7 327 8 0 1 2 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 10 10 9 10 9 8 0 0 0 10 0 10 0 3 7 7 7 6 6 0 0 0 7 0 7 329 8 0 1 1 1 1 1 0 0 0 0 0 0 1 0 1 1 1 1 1 0 0 0 0 0 0 1 0 9 9 10 10 8 8 0 0 0 10 0 9 0 3 7 7 7 5 6 0 0 0 7 0 6 331 8 0 1 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 8 10 10 10 7 8 0 0 0 10 0 10 0 3 7 7 7 5 5 0 0 0 7 0 7 336 8 0 1 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 9 9 10 9 9 7 0 0 0 10 0 10 0 3 7 7 6 6 5 0 0 0 7 0 7 338 8 0 1 2 1 2 1 1 0 0 0 1 0 1 0 1 1 1 2 1 1 0 0 0 1 0 1 0 9 10 9 9 8 8 0 0 0 10 0 10 0 3 7 7 6 5 5 0 0 0 7 0 7 401 8 0 1 1 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 10 9 10 8 5 10 9 0 0 7 0 10 0 7 7 7 4 2 7 3 0 0 4 0 7 402 7 0 1 1 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 10 10 10 8 4 7 9 0 0 6 0 10 0 7 7 7 4 1 5 3 0 0 3 0 7 407 7 0 1 1 1 1 1 1 2 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 9 10 10 7 5 9 9 0 0 7 0 10 0 7 7 7 4 2 7 3 0 0 3 0 7 408 8 0 1 1 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 9 10 10 8 5 9 9 0 0 7 0 10 0 7 7 7 4 2 5 3 0 0 4 0 7 411 7 0 1 1 1 0 1 1 1 0 0 1 0 1 0 1 1 1 0 1 1 1 0 0 1 0 1 0 9 10 10 9 5 10 10 0 0 7 0 10 0 7 7 7 4 2 7 3 0 0 3 0 7 412 6 0 1 1 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 10 10 9 7 5 10 8 0 0 6 0 10 0 7 7 7 3 2 6 3 0 0 3 0 7 413 7 0 1 1 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 10 10 10 8 5 9 9 0 0 7 0 10 0 7 7 7 4 2 6 3 0 0 3 0 7 415 7 0 1 1 1 1 1 0 1 0 0 1 0 1 0 1 1 1 1 1 0 1 0 0 1 0 1 0 10 10 10 8 5 9 9 0 0 7 0 10 0 7 7 7 4 2 6 3 0 0 3 0 7 421 7 0 1 1 1 1 1 1 1 0 0 0 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 10 10 9 8 5 9 9 0 0 7 0 10 0 7 7 7 4 2 6 3 0 0 3 0 7 422 8 0 1 1 1 1 1 1 1 0 0 0 0 1 0 1 1 1 1 1 1 1 0 0 0 0 1 0 10 10 10 8 5 8 8 0 0 8 0 9 0 7 7 7 4 2 5 3 0 0 4 0 6 423 7 0 1 1 1 2 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 10 10 10 8 5 8 9 0 0 7 0 10 0 7 7 7 4 2 5 3 0 0 3 0 7 425 7 0 0 1 1 1 1 1 0 0 0 1 0 1 0 0 1 1 1 1 1 0 0 0 1 0 1 0 10 9 10 8 5 9 9 0 0 7 0 10 0 7 7 7 4 2 6 3 0 0 3 0 7 428 7 0 1 1 1 1 1 2 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 10 9 8 8 5 9 9 0 0 6 0 8 0 7 7 6 4 2 6 3 0 0 3 0 5 432 6 0 1 1 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 10 10 10 7 5 9 9 0 0 7 0 10 0 7 7 7 3 2 5 3 0 0 3 0 7 434 8 0 1 1 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 9 9 10 7 5 8 9 0 0 7 0 9 0 7 7 7 4 2 6 3 0 0 4 0 6 439 7 0 1 1 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 10 10 10 8 5 10 9 0 0 7 0 10 0 7 7 7 4 2 7 3 0 0 3 0 7 503 7 1 1 1 1 2 1 1 0 1 0 2 1 1 1 1 1 1 1 1 1 0 1 0 2 1 1 5 4 8 9 7 6 3 0 5 0 8 0 7 2 2 5 6 5 4 1 0 3 0 6 0 6 506 7 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 1 1 1 5 4 9 8 8 6 3 0 5 0 7 0 7 2 1 6 5 6 4 1 0 3 0 5 0 7 510 7 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 5 4 9 8 7 6 3 0 5 0 7 0 7 3 1 6 5 5 4 0 0 3 0 5 0 6 512 7 1 1 0 1 1 1 1 0 1 0 0 1 1 1 1 0 1 1 1 1 0 1 0 0 1 1 5 4 9 8 9 6 3 0 5 0 7 0 7 2 1 6 5 6 4 0 0 3 0 5 0 6 515 7 1 1 1 1 1 2 1 0 1 0 2 1 1 1 1 1 1 1 2 1 0 1 0 1 1 1 5 4 10 8 9 6 3 0 5 0 7 0 7 2 1 6 6 6 4 0 0 3 0 5 0 6 517 7 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 5 4 8 8 8 6 3 0 4 0 7 0 8 2 1 5 6 6 4 0 0 2 0 5 0 7 518 7 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 1 1 1 5 5 9 7 10 6 3 0 5 0 7 0 8 2 2 6 5 6 4 0 0 3 0 5 0 7 519 7 1 1 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2 8 9 10 1 1 0 0 2 0 10 0 9 0 1 3 7 0 0 0 0 0 0 5 0 6 2727 4 1 1 1 1 1 1 1 2 1 0 1 0 2 1 1 1 1 1 1 1 2 1 0 1 0 1 2 7 9 10 1 1 0 0 2 0 10 0 10 0 1 3 6 0 0 0 0 0 0 5 0 7 2729 5 1 1 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 1 2 9 10 10 1 1 0 0 2 0 10 0 10 0 1 4 7 0 0 0 0 0 0 5 0 6 2735 4 1 0 1 1 1 1 1 1 0 0 1 0 1 1 1 1 1 1 1 1 1 0 0 1 0 1 2 7 10 10 1 1 0 0 2 0 9 0 9 0 1 3 6 0 0 0 0 0 0 4 0 6 2739 4 1 1 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 1 2 8 10 10 1 1 0 0 2 0 10 0 10 0 1 3 6 0 0 0 0 0 0 4 0 7 2807 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 0 7 6 0 0 8 0 0 0 0 0 0 0 0 2 3 0 0 3 0 0 0 0 0 0 2810 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 0 7 7 0 0 7 0 0 0 0 0 0 0 0 2 3 0 0 2 0 0 0 0 0 0 2811 1 1 1 1 1 1 1 1 0 0 0 1 0 1 1 1 1 1 1 1 1 0 0 0 1 0 1 0 0 6 6 0 0 7 0 0 0 0 0 0 0 0 2 3 0 0 2 0 0 0 0 0 0 2816 1 1 1 2 1 1 1 1 0 1 0 0 0 1 1 1 1 1 1 1 1 0 1 0 0 0 1 0 0 7 7 0 0 7 0 0 0 0 0 0 0 0 2 3 0 0 2 0 0 0 0 0 0 2817 2 1 1 1 1 1 1 2 0 1 0 1 0 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 0 8 7 0 0 7 0 0 0 0 0 0 0 0 3 4 0 0 2 0 0 0 0 0 0 2821 2 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 1 1 0 1 0 1 0 1 0 0 7 7 0 0 7 0 0 0 0 0 0 0 0 2 4 0 0 2 0 0 0 0 0 0 2823 2 1 1 1 1 1 2 1 0 1 0 1 0 2 1 1 1 1 1 1 1 0 1 0 1 0 1 0 0 7 7 0 0 7 0 0 0 0 0 0 0 0 2 4 0 0 2 0 0 0 0 0 0 2831 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 0 7 6 0 0 7 0 0 0 0 0 0 0 0 2 3 0 0 3 0 0 0 0 0 0 2836 1 2 1 1 1 1 1 1 0 1 0 1 0 1 2 1 1 1 1 1 1 0 1 0 1 0 1 0 0 7 7 0 0 7 0 0 0 0 0 0 0 0 2 3 0 0 2 0 0 0 0 0 0 2838 2 1 1 1 0 1 1 1 0 1 0 1 0 1 1 1 1 0 1 1 1 0 1 0 1 0 1 0 0 7 7 0 0 7 0 0 0 0 0 0 0 0 2 4 0 0 3 0 0 0 0 0 0 ; title2 'Impression de verification des données de préférence'; proc print data=pref_in ; var code ia1-ia13 ln1-ln13; run; ****************************************************; * construction d'un data_long ; ****************************************************; data preferences ; set pref_in ; keep code marque notoriete penetration liking intention consommation; length code $ 10. ; array na{13} na1-na13; array a{13} a1-a13; array ln{13} ln1-ln13; array ia{13} ia1-ia13; array lib{13} $ 9. lib1-lib13 ; lib{1}="Mars"; lib{2}="Nougatti"; lib{3}="Snickers" ;lib{4}="Milky_way" ;lib{5}="Sundy"; lib{6}="Bounty";lib{7}="Nuts"; lib{8}="Twix" ;lib{9}="Lion";lib{10}="Balisto" ; lib{11}="Kit_Kat" ;lib{12} ="Kinder"; lib{13}="Pouce"; Do i=1 to 13 ; marque= lib{i} ; notoriete=na{i}; penetration= a{i}; liking=ln{i} ; intention=ia{i}; if notoriete=0 then do ; liking=0 ; end; /* ou missing */ output ; end; title2 'Impression de verification data_long (ind, marque)'; proc print data=preferences (obs=30); var code marque notoriete penetration liking intention; run; title2 'Tableau de la situation de chaque marque : notoriété, pénétration et intention'; proc tabulate data=preferences ; class marque ; var notoriete penetration liking intention ; table marque, (notoriete penetration)*mean liking*n*F=3.0 (intention)*mean ; run ; title2 'Calcul des moyenens par marque'; proc sort data=preferences ; by marque ; run ; proc means data=preferences noprint ; by marque ; var notoriete penetration liking intention ; output out= pref_mean mean= m_notoriete m_penetration m_liking m_intention; run ; title2 'Graphique : Intention d"achat * liking '; data work ; set pref_mean ; X=m_liking; Y=m_intention; size=1; xsys='2'; ysys='2'; Label Y='Intention achat' X='Liking'; text=Marque ; keep X Y Xsys Ysys text size _TYPE_; run; proc gplot data=work; symbol1 V=none interpol=none; plot Y*X=1 / annotate=work Frame Href=0 Vref=0; run; ****************************************************; * transposition de la matrice des "liking" ; ****************************************************; proc sort data=preferences ; by marque ;run ; proc transpose data=preferences out=T_pref name=Test prefix=juge; by marque ; var liking ; run; data pref_all ; merge objectif_cor T_pref ; by marque ; keep marque dim1 dim2 juge1-juge334 cacao_100 Nougat Caramel Nois_Cacahuet cereales Chocolat Biscuit Gaufrettes cal_B Proteines_B G_sucres_B G_autre_B Lipides_B; if _TYPE_="OBS" ; run ; title2 'Tableau complet des données transposées (liking)'; proc print data=pref_all ; run ; **************************************************************************; * Projection des préférences sur l'espace des produits (correspondances ) ; **************************************************************************; * modèle vectoriel pour les variables dont les optima sont à l'infini; ods graphics on ; title2 'Carte des Préférences superposée sur les correspondances : Modèle vectoriel '; Proc transreg data=pref_all; model identity(juge1-juge334 )=identity(Dim1 Dim2); /* identity = identity : pas de transformation */ output tstandard=center coordinates replace out=TResult1; id marque; ods select PrefMapVecPlot ; Format cal_B cal. cacao_100 cacao_100p. Nougat nougat. Caramel caramel. cereales cereales. Chocolat chocolat. Biscuit biscuit. Nois_Cacahuet Nois_Cacahuet. Gaufrettes gaufrettes. Proteines_B proteines. G_sucres_B G_sucre. G_autre_B G_autre. Lipides_B lipides.; run; * modèle point idéal pour la conduite (optimum fini); title2 'Carte des Préférences superposée sur les correspondances: Modèle point idéal'; Proc transreg data=pref_all; model identity(juge1-juge334)=point(Dim1 Dim2); output tstandard=center coordinates replace noscores out=TResult2; id marque; ods select PrefMapIdealPlot ; Format cal_B cal. cacao_100 cacao_100p. Nougat nougat. Caramel caramel. cereales cereales. Chocolat chocolat. Biscuit biscuit. Nois_Cacahuet Nois_Cacahuet. Gaufrettes gaufrettes. Proteines_B proteines. G_sucres_B G_sucre. G_autre_B G_autre. Lipides_B lipides. coco coco.; run; **************************************************************************; * Faire une typologie ; **************************************************************************;