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{"sheet":"Consumers' pref","index":0,"n_rows":100,"n_cols":11,"rows_kept":100,"cut":false,"hidden":false,"merged":[]}
["ind","Crisp_1","Crisp_2","Crisp_3","Crisp_4","Crisp_5","Crisp_6","Crisp_7","Crisp_8","Crisp_9","Crisp_10"]
[1,7,6,2,7,26,21,11,4,29,9]
[2,0,0,22,26,0,29,5,27,5,25]
[3,6,27,10,0,0,21,27,4,11,27]
[4,29,0,0,29,26,0,29,0,19,29]
[5,11,22,5,0,0,14,27,26,24,26]
[6,27,29,6,0,26,14,4,27,29,7]
[7,29,1,29,0,2,1,29,29,29,0]
[8,24,0,0,5,29,0,27,29,22,14]
[9,0,21,29,0,3,26,29,29,25,0]
[10,24,8,0,0,4,24,0,25,26,29]
[11,26,7,15,1,18,7,3,41,4,24]
[12,25,26,6,7,27,16,27,23,15,20]
[13,26,12,4,3,23,9,21,26,7,26]
[14,5,5,2,7,24,3,25,28,1,14]
[15,18,20,3,29,26,27,26,28,26,8]
[16,26,27,24,4,24,27,27,27,28,27]
[17,1,2,2,0,26,1,7,25,15,22]
[18,20,2,21,5,25,21,25,24,1,8]
[19,28,8,28,6,25,26,19,27,2,5]
[20,7,28,18,15,12,10,15,2,4,21]
[21,28,1,2,4,25,6,1,29,24,27]
[22,27,5,2,2,23,2,7,24,25,14]
[23,16,10,11,6,15,2,16,26,16,25]
[24,26,25,2,2,27,27,15,9,6,23]
[25,26,26,3,28,2,3,1,26,27,26]
[26,22,28,3,16,21,26,4,29,24,11]
[27,2,27,4,5,27,3,28,28,28,21]
[28,1,3,27,3,27,3,15,28,4,3]
[29,2,25,27,3,28,5,2,28,2,25]
[30,27,2,2,2,26,4,25,21,22,26]
[31,26,2,3,6,3,15,27,27,27,26]
[32,9,25,4,19,26,28,25,27,27,11]
[33,5,27,2,2,27,27,28,16,27,27]
[34,27,4,18,3,25,2,27,19,22,27]
[35,24,22,3,2,27,27,23,26,27,21]
[36,27,5,4,2,17,3,7,26,23,6]
[37,0,2,4,28,9,3,4,28,26,1]
[38,27,26,2,27,20,2,24,27,27,4]
[39,3,1,3,16,10,2,6,20,27,27]
[40,27,4,1,6,27,28,27,5,19,19]
[41,2,24,0,0,15,22,16,29,3,27]
[42,15,0,29,0,0,2,0,29,29,29]
[43,0,0,0,7,29,0,7,27,2,16]
[44,22,29,0,28,1,29,28,29,29,5]
[45,0,23,0,0,8,23,0,13,0,0]
[46,29,28,6,7,7,29,26,28,22,23]
[47,20,0,0,0,0,3,23,29,23,0]
[48,26,4,9,22,29,16,27,0,15,29]
[49,26,29,0,0,17,23,7,28,0,22]
[50,9,29,0,0,3,27,3,29,2,28]
[51,29,24,18,5,22,25,22,21,22,3]
[52,20,0,0,8,29,0,2,2,4,14]
[53,18,29,0,0,4,2,28,29,0,28]
[54,28,29,0,0,26,0,0,26,24,28]
[55,14,0,0,0,14,0,14,28,23,29]
[56,27,24,0,15,25,16,11,27,15,21]
[57,10,5,0,14,25,3,0,15,25,25]
[58,23,27,2,0,18,0,1,28,3,24]
[59,26,0,4,2,29,26,1,29,22,28]
[60,24,23,24,1,27,29,23,3,1,6]
[61,25,27,4,0,28,2,28,26,15,5]
[62,5,29,7,2,28,26,10,27,8,25]
[63,5,28,27,7,12,25,14,0,1,12]
[64,7,26,4,1,27,27,27,27,2,18]
[65,27,25,3,2,27,3,14,14,2,15]
[66,27,26,3,0,14,24,28,27,8,26]
[67,2,15,27,1,27,7,7,29,23,25]
[68,3,5,2,26,27,28,4,23,6,6]
[69,5,28,3,5,28,14,24,1,8,7]
[70,27,2,2,22,26,5,7,28,22,5]
[71,3,26,27,2,2,26,2,3,3,1]
[72,19,18,23,22,25,21,19,19,2,12]
[73,2,28,9,14,28,7,20,27,3,17]
[74,2,1,1,3,17,3,17,27,1,11]
[75,2,1,2,1,27,27,2,27,27,21]
[76,23,26,21,4,4,26,3,26,4,24]
[77,28,17,16,21,27,2,26,22,26,27]
[78,25,1,2,27,28,1,10,2,28,27]
[79,15,1,28,18,17,1,28,1,22,27]
[80,27,29,0,0,28,29,28,0,29,28]
[81,23,27,16,28,28,27,10,28,1,28]
[82,9,22,17,4,20,15,8,16,15,23]
[83,27,24,0,1,0,24,0,29,0,0]
[84,29,1,1,22,28,6,16,22,22,9]
[85,21,9,9,15,16,21,15,26,13,14]
[86,18,22,18,0,27,5,16,25,2,10]
[87,0,27,0,8,14,28,3,24,8,16]
[88,24,28,0,13,28,5,18,28,24,20]
[89,15,25,0,0,29,8,1,25,13,2]
[90,0,29,27,0,29,28,8,5,27,0]
[91,27,29,27,0,29,28,26,0,29,0]
[92,29,0,22,0,29,0,29,29,0,2]
[93,0,0,0,0,29,0,5,29,29,29]
[94,28,29,0,15,6,29,2,29,28,29]
[95,22,28,1,0,28,29,27,25,7,28]
[96,0,28,0,0,3,27,6,25,3,27]
[97,25,28,0,0,26,10,5,28,27,14]
[98,0,26,0,0,0,0,29,0,29,29]
[99,0,1,1,1,28,25,18,0,29,28]

{"sheet":"AHC","index":1,"n_rows":390,"n_cols":14,"rows_kept":390,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT 2023.3.0.1415 - Agglomerative hierarchical clustering (AHC) - Start time: 21/01/2024 at 18:11:25 / End time: 21/01/2024 at 18:11:27 / Microsoft Excel 16.017126"]
[null,"Observations/variables table: Workbook = demoPREFMAP_EN.xlsm / Sheet = Consumers' pref / Range = 'Consumers'' pref'!$B:$K / 99 rows and 10 columns"]
[null,"Row labels: Workbook = demoPREFMAP_EN.xlsm / Sheet = Consumers' pref / Range = 'Consumers'' pref'!$A:$A / 99 rows and 1 column"]
[null,"Cluster rows"]
[null,"Dissimilarity: Euclidean distance"]
[null,"Agglomeration method: Ward's method"]
[null,"Center: Yes / Reduce: Yes"]
[null,"Truncation: Number of clusters (from 9 to 9)"]
[]
[]
[]
[]
[null,"Summary statistics:"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"Crisp_1",99,0,99,0,29,16.515151515151512,10.880954749116414]
[null,"Crisp_2",99,0,99,0,29,16.060606060606059,11.801779684038129]
[null,"Crisp_3",99,0,99,0,29,8.0303030303030329,9.886555027682741]
[null,"Crisp_4",99,0,99,0,29,7.2727272727272751,9.1883002156782112]
[null,"Crisp_5",99,0,99,0,29,19.494949494949495,10.106952282275737]
[null,"Crisp_6",99,0,99,0,29,14.232323232323232,11.30543329990215]
[null,"Crisp_7",99,0,99,0,29,15.09090909090909,10.436485166688467]
[null,"Crisp_8",99,0,99,0,41,21.393939393939394,10.172811083630139]
[null,"Crisp_9",99,0,99,0,29,15.777777777777777,10.843558753467851]
[null,"Crisp_10",99,0,99,0,29,17.606060606060613,9.9507134210631438]
[]
[]
[null,"Node statistics:"]
[]
[null,"Node","Level","Weight","Objects","Left son","Right son"]
[null,"197",74.186638243916576,99,99,193,196]
[null,"196",55.976576582580428,73,73,190,195]
[null,"195",47.151710398176824,56,56,191,194]
[null,"194",42.72519673132571,35,35,187,192]
[null,"193",31.038400218480731,26,26,171,188]
[null,"192",28.539749270944611,20,20,184,185]
[null,"191",27.501799188640781,21,21,182,189]
[null,"190",26.352518442454183,17,17,178,186]
[null,"189",22.03652482553801,14,14,169,177]
[null,"188",21.509940095731992,21,21,179,183]
[null,"187",21.214645160573877,15,15,176,180]
[null,"186",19.147277670289967,11,11,166,175]
[null,"185",15.916833803362751,8,8,164,167]
[null,"184",14.404317970640804,12,12,170,181]
[null,"183",14.04316712543687,8,8,134,158]
[null,"182",11.771089097728375,7,7,155,165]
[null,"181",9.5491560650176552,6,6,123,163]
[null,"180",9.422082263477904,10,10,142,161]
[null,"179",9.3163810042697008,13,13,140,174]
[null,"178",9.0508086116362527,6,6,150,160]
[null,"177",8.8041334505913298,6,6,149,162]
[null,"176",8.3153637075747682,5,5,153,173]
[null,"175",7.9277235906684247,8,8,121,172]
[null,"174",7.5088457232687684,9,9,154,168]
[null,"173",6.33631670960356,3,3,2,159]
[null,"172",6.3230988180635066,6,6,145,151]
[null,"171",6.2772289605783058,5,5,79,152]
[null,"170",6.271810185802412,6,6,129,143]
[null,"169",6.1743144601887643,8,8,138,141]
[null,"168",6.1451717872725329,5,5,42,156]
[null,"167",6.1321137878179082,3,3,9,126]
[null,"166",5.5215703257836575,3,3,20,137]
[null,"165",5.2617245703664119,4,4,37,157]
[null,"164",4.9089144100756572,5,5,136,146]
[null,"163",4.8829547951406127,3,3,69,147]
[null,"162",4.486625173456197,3,3,25,119]
[null,"161",4.4550389555884333,7,7,120,148]
[null,"160",4.3409634765790255,3,3,90,113]
[null,"159",4.2778241618017736,2,2,68,85]
[null,"158",4.2238561263260124,5,5,125,144]
[null,"157",4.123469507087016,3,3,38,105]
[null,"156",3.8703249587951802,4,4,106,139]
[null,"155",3.864063168592117,3,3,44,118]
[null,"154",3.511241564454131,4,4,104,114]
[null,"153",3.502672446173412,2,2,72,81]
[null,"152",3.372877923697772,4,4,52,132]
[null,"151",3.3497141902785228,3,3,16,135]
[null,"150",3.2747015416480352,3,3,60,131]
[null,"149",3.2550610034808956,3,3,31,130]
[null,"148",3.1784144839476522,4,4,100,112]
[null,"147",3.1223648135353512,2,2,27,73]
[null,"146",3.0679901745678055,2,2,28,86]
[null,"145",3.0651141727954885,3,3,40,133]
[null,"144",2.8877345607728464,3,3,75,102]
[null,"143",2.8827196067799106,3,3,53,109]
[null,"142",2.7330815267943689,3,3,76,127]
[null,"141",2.7170962198128605,4,4,26,117]
[null,"140",2.5919178163660477,4,4,77,124]
[null,"139",2.5906499823168048,2,2,11,13]
[null,"138",2.4209582356104935,4,4,115,122]
[null,"137",2.3857368518459161,2,2,3,98]
[null,"136",2.2660335413187496,3,3,92,107]
[null,"135",2.2590423432051603,2,2,33,35]
[null,"134",2.2028339222043951,3,3,82,128]
[null,"133",2.1352698677816591,2,2,24,80]
[null,"132",2.1243037514013547,3,3,78,111]
[null,"131",2.0964131031128663,2,2,51,91]
[null,"130",2.0446758760532098,2,2,5,46]
[null,"129",1.9236446786741266,3,3,65,116]
[null,"128",1.8860469527578712,2,2,29,67]
[null,"127",1.8828680539793936,2,2,49,83]
[null,"126",1.8690883645365155,2,2,7,47]
[null,"125",1.7508314894775376,2,2,39,57]
[null,"124",1.7335901389556496,3,3,34,108]
[null,"123",1.698509468530899,3,3,43,101]
[null,"122",1.5853647732853102,2,2,56,88]
[null,"121",1.5797094418028048,2,2,1,99]
[null,"120",1.5300440006835434,3,3,64,110]
[null,"119",1.385787623265444,2,2,10,94]
[null,"118",1.3174280303988337,2,2,15,32]
[null,"117",1.2485032481089977,3,3,89,103]
[null,"116",1.2078685279950572,2,2,12,61]
[null,"115",1.2046317964646358,2,2,54,58]
[null,"114",1.1845152072409075,2,2,21,59]
[null,"113",1.1094097298114618,2,2,63,71]
[null,"112",1.0028073067378063,2,2,45,87]
[null,"111",0.99867039631411747,2,2,4,48]
[null,"110",0.98409641640264123,2,2,41,62]
[null,"109",0.92281677802911999,2,2,66,95]
[null,"108",0.84504845880766821,2,2,8,30]
[null,"107",0.80660249557288632,2,2,18,19]
[null,"106",0.73452105099307596,2,2,23,55]
[null,"105",0.54884200836977082,2,2,70,84]
[null,"104",0.45448967245284855,2,2,22,36]
[null,"103",0.38727819518497775,2,2,6,97]
[null,"102",0.35485634554134343,2,2,17,93]
[null,"101",0.2775044416318258,2,2,14,74]
[null,"100",0.27537021091072578,2,2,50,96]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"Agglomerative hierarchical clustering (AHC) / Number of clusters = 9:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"Inertia decomposition for the optimal classification:"]
[]
[null,null,"Absolute","Percent"]
[null,"Within-cluster",63061.247186147171,0.585614558984901]
[null,"Between-clusters",44622.631601731613,0.414385441015099]
[null,"Total inertia",107683.87878787878,1]
[]
[]
[null,"Cluster centroids:"]
[]
[null,"Cluster","Crisp_1","Crisp_2","Crisp_3","Crisp_4","Crisp_5","Crisp_6","Crisp_7","Crisp_8","Crisp_9","Crisp_10","Sum of weights","Within-cluster variance"]
[null,"1",14.09090909090909,20.181818181818187,5.7272727272727266,3.5454545454545459,20.545454545454547,21.999999999999996,22.545454545454547,8.4545454545454533,21.636363636363637,23.545454545454543,11,824.09090909090901]
[null,"2",10.999999999999998,21.599999999999998,6.9333333333333336,8.8666666666666689,14.333333333333334,25.266666666666666,8.533333333333335,25.333333333333332,3.8000000000000003,18.133333333333329,15,722.55238095238099]
[null,"3",23,1.2,7.8,20.8,25.8,3.6,19.2,1,17.600000000000001,25.2,5,593.29999999999995]
[null,"4",23.928571428571427,23.785714285714285,2,7.1428571428571432,15.785714285714285,13.785714285714285,9.0714285714285712,27.071428571428577,22.357142857142854,20.428571428571431,14,654.78571428571433]
[null,"5",18.125,7.125,21.75,1.7499999999999998,17.25,10.625000000000002,23.125,27.5,10.75,3.5,8,835.5]
[null,"6",16.190476190476193,6.3809523809523805,8.809523809523812,4.2857142857142856,22.047619047619051,5.9523809523809526,10.095238095238093,25.61904761904762,20.380952380952376,23.761904761904759,21,645.25714285714298]
[null,"7",13.333333333333332,20.833333333333332,2.9999999999999996,4.1666666666666679,23.416666666666664,8.8333333333333339,22.75,23.5,7.5000000000000009,17.333333333333336,12,680.68181818181824]
[null,"8",18.857142857142854,15,2.2857142857142856,25,19.428571428571427,14.285714285714286,18.571428571428573,27.000000000000004,25.571428571428573,6.1428571428571423,7,690.28571428571422]
[null,"9",14.666666666666666,26.5,25,2.5,20.166666666666664,26.833333333333336,15.833333333333334,5.3333333333333339,13.833333333333334,3.666666666666667,6,687.26666666666665]
[]
[]
[null,"Distances between the cluster centroids:"]
[]
[null,null,"1","2","3","4","5","6","7","8","9"]
[null,"1",0,30.319240512765003,34.549372983510409,27.66050158530663,38.345206419732584,30.264729351079662,25.598086888312526,35.503937813570197,30.775550800742341]
[null,"2",30.319240512765003,0,47.439552180760636,26.19355782736146,35.119870127575609,32.011677291157319,24.818530263584186,35.426402903424119,34.700400253855541]
[null,"3",34.549372983510409,47.439552180760636,0,41.986584349124215,44.433067641116118,32.639894624346375,38.657922861943838,38.904288625669381,49.191169035825027]
[null,"4",27.66050158530663,26.19355782736146,41.986584349124215,0,36.898906985637041,23.153473461520484,25.372513785242347,27.203972549041065,41.291940816789342]
[null,"5",38.345206419732584,35.119870127575609,44.433067641116118,36.898906985637041,0,29.994082466266526,28.767748144985791,35.323703523445062,34.982237556286258]
[null,"6",30.264729351079662,32.011677291157319,32.639894624346375,23.153473461520484,29.994082466266526,0,25.156556287835553,32.25630772043047,44.755964651452729]
[null,"7",25.598086888312526,24.818530263584186,38.657922861943838,25.372513785242347,28.767748144985791,25.156556287835553,0,32.034752069214683,38.209764604235801]
[null,"8",35.503937813570197,35.426402903424119,38.904288625669381,27.203972549041065,35.323703523445062,32.25630772043047,32.034752069214683,0,44.168341644532205]
[null,"9",30.775550800742341,34.700400253855541,49.191169035825027,41.291940816789342,34.982237556286258,44.755964651452729,38.209764604235801,44.168341644532205,0]
[]
[]
[null,"Central objects:"]
[]
[null,"Cluster","Crisp_1","Crisp_2","Crisp_3","Crisp_4","Crisp_5","Crisp_6","Crisp_7","Crisp_8","Crisp_9","Crisp_10"]
[null,"1 (33)",5,27,2,2,27,27,28,16,27,27]
[null,"2 (87)",0,27,0,8,14,28,3,24,8,16]
[null,"3 (48)",26,4,9,22,29,16,27,0,15,29]
[null,"4 (56)",27,24,0,15,25,16,11,27,15,21]
[null,"5 (18)",20,2,21,5,25,21,25,24,1,8]
[null,"6 (23)",16,10,11,6,15,2,16,26,16,25]
[null,"7 (12)",25,26,6,7,27,16,27,23,15,20]
[null,"8 (15)",18,20,3,29,26,27,26,28,26,8]
[null,"9 (60)",24,23,24,1,27,29,23,3,1,6]
[]
[]
[null,"Distances between the central objects:"]
[]
[null,null,"1 (33)","2 (87)","3 (48)","4 (56)","5 (18)","6 (23)","7 (12)","8 (15)","9 (60)"]
[null,"1 (33)",0,37.49666651850535,44.147480109288232,37.161808352124091,48.682645778552342,40.558599581346492,28.390139133156779,38.196858509568557,46.65833258915282]
[null,"2 (87)",37.49666651850535,0,56.753854494650845,34.62657938636157,47.349762407006857,40.80441152620633,40.224370722237531,43.600458713183279,48.754486972995622]
[null,"3 (48)",44.147480109288232,56.753854494650845,0,39.949968710876355,41.605288125429439,40.024992192379003,36.510272527057367,43.382023926967726,44.204072210600685]
[null,"4 (56)",37.161808352124091,34.62657938636157,39.949968710876355,0,40.853396431630991,29.29163703175362,19.621416870348583,30.659419433511783,45.78209256903839]
[null,"5 (18)",48.682645778552342,47.349762407006857,41.605288125429439,40.853396431630991,0,35.227829907617071,34.698703145794944,43.669211121796096,31.606961258558215]
[null,"6 (23)",40.558599581346492,40.80441152620633,40.024992192379003,29.29163703175362,35.227829907617071,0,29.308701779505689,44,49.638694583963428]
[null,"7 (12)",28.390139133156779,40.224370722237531,36.510272527057367,19.621416870348583,34.698703145794944,29.308701779505689,0,31.480152477394387,36.701498607005135]
[null,"8 (15)",38.196858509568557,43.600458713183279,43.382023926967726,30.659419433511783,43.669211121796096,44,31.480152477394387,0,50.378566871239997]
[null,"9 (60)",46.65833258915282,48.754486972995622,44.204072210600685,45.78209256903839,31.606961258558215,49.638694583963428,36.701498607005135,50.378566871239997,0]
[]
[]
[null,"Results by cluster:"]
[]
[null,"Cluster","1","2","3","4","5","6","7","8","9"]
[null,"Number of objects by cluster",11,15,5,14,8,21,12,7,6]
[null,"Sum of weights",11,15,5,14,8,21,12,7,6]
[null,"Within-cluster variance",824.09090909090901,722.55238095238099,593.29999999999995,654.78571428571433,835.5,645.25714285714298,680.68181818181824,690.28571428571422,687.26666666666665]
[null,"Minimum distance to centroid",18.424516545010221,16.160170516152085,16.33278910657944,14.939845367065775,18.430613120566552,11.912092980818841,18.047391316567982,17.518503337433639,19.517798145396537]
[null,"Average distance to centroid",26.919327133707636,25.338684047162278,21.097232486336061,24.151605580166752,26.507256828861355,24.147296819115446,24.66114012579844,23.848093970413053,23.770690226619809]
[null,"Maximum distance to centroid",37.161919547606921,37.300819174799784,29.420401084961433,31.940553839779245,35.611620294504995,36.43510679005513,32.099454824030893,31.821568862926274,28.153349909222367]
[null,"","1","2","4","5","7","8","12","15","51"]
[null,"","3","41","48","6","9","11","14","32","60"]
[null,"","16","45","52","10","18","13","27","37","63"]
[null,"","20","49","78","25","19","17","43","38","71"]
[null,"","24","50","79","26","28","21","53","44","90"]
[null,"","33","62","","31","47","22","61","70","91"]
[null,"","35","64","","46","86","23","65","84",""]
[null,"","40","68","","54","92","29","66","",""]
[null,"","80","72","","56","","30","69","",""]
[null,"","98","76","","58","","34","73","",""]
[null,"","99","81","","88","","36","74","",""]
[null,"","","83","","89","","39","95","",""]
[null,"","","85","","94","","42","","",""]
[null,"","","87","","97","","55","","",""]
[null,"","","96","","","","57","","",""]
[null,"","","","","","","59","","",""]
[null,"","","","","","","67","","",""]
[null,"","","","","","","75","","",""]
[null,"","","","","","","77","","",""]
[null,"","","","","","","82","","",""]
[null,"","","","","","","93","","",""]
[]
[]
[null,"Results by object:"]
[]
[null,"Observation","Cluster","Distance to centroid"]
[null,"1",1,26.961404922071491]
[null,"2",2,37.300819174799784]
[null,"3",1,27.030438917989724]
[null,"4",3,17.086837039077771]
[null,"5",4,28.912164659639764]
[null,"6",4,21.405582907079097]
[null,"7",5,30.309858132297485]
[null,"8",6,25.665297251214472]
[null,"9",5,35.611620294504995]
[null,"10",4,26.847167600386921]
[null,"11",6,26.805167539165293]
[null,"12",7,18.047391316567982]
[null,"13",6,21.584669540756778]
[null,"14",7,21.028750160989912]
[null,"15",8,17.518503337433639]
[null,"16",1,31.233855333728247]
[null,"17",6,19.921102884530626]
[null,"18",5,18.430613120566552]
[null,"19",5,23.408064849534231]
[null,"20",1,32.037039514075673]
[null,"21",6,18.475024509110803]
[null,"22",6,17.768159246055774]
[null,"23",6,11.912092980818841]
[null,"24",1,23.452254997394387]
[null,"25",4,29.503977594174504]
[null,"26",4,19.958502868068386]
[null,"27",7,26.392075830950976]
[null,"28",5,24.590394466132501]
[null,"29",6,36.43510679005513]
[null,"30",6,21.405225377682616]
[null,"31",4,31.940553839779245]
[null,"32",8,23.11550411763163]
[null,"33",1,18.424516545010221]
[null,"34",6,23.992912785770262]
[null,"35",1,22.831578827044293]
[null,"36",6,22.657761355876794]
[null,"37",8,31.821568862926274]
[null,"38",8,19.461631535943138]
[null,"39",6,25.245326906424584]
[null,"40",1,24.370419679847554]
[null,"41",2,19.313668159564561]
[null,"42",6,34.423038480519011]
[null,"43",7,32.099454824030893]
[null,"44",8,29.701576952569162]
[null,"45",2,29.378298869138838]
[null,"46",4,25.736002734198912]
[null,"47",5,32.414310111430723]
[null,"48",3,16.33278910657944]
[null,"49",2,21.390444387882905]
[null,"50",2,21.483740621947366]
[null,"51",9,24.985551380303335]
[null,"52",3,29.420401084961433]
[null,"53",7,27.683478827632914]
[null,"54",4,23.165222878712132]
[null,"55",6,17.23072718093098]
[null,"56",4,14.939845367065775]
[null,"57",6,21.614432064465351]
[null,"58",4,26.657598373079448]
[null,"59",6,27.023673169364407]
[null,"60",9,19.517798145396537]
[null,"61",7,22.413723474692912]
[null,"62",2,19.873376942812492]
[null,"63",9,21.352855650812714]
[null,"64",2,24.826419619250601]
[null,"65",7,21.405801394326105]
[null,"66",7,25.781938122129866]
[null,"67",6,25.930178357656242]
[null,"68",2,31.676770317975564]
[null,"69",7,28.000744037733476]
[null,"70",8,22.863838305079408]
[null,"71",9,28.153349909222367]
[null,"72",2,28.811186099229658]
[null,"73",7,19.417560780558063]
[null,"74",7,27.019283237470731]
[null,"75",6,29.561765156764128]
[null,"76",2,23.616754881039672]
[null,"77",6,30.521543634789182]
[null,"78",3,16.874833332510281]
[null,"79",3,25.771301868551383]
[null,"80",1,23.867229166771192]
[null,"81",2,30.425062768126619]
[null,"82",6,23.985965284145745]
[null,"83",2,31.753494995739359]
[null,"84",8,22.454034681308123]
[null,"85",2,21.578178277551089]
[null,"86",5,23.258063117981255]
[null,"87",2,16.160170516152085]
[null,"88",4,19.128859487855582]
[null,"89",4,28.998504535684635]
[null,"90",9,23.649054479572278]
[null,"91",9,24.965531794411628]
[null,"92",5,24.035130538443099]
[null,"93",6,24.934062705327371]
[null,"94",4,24.408408554497473]
[null,"95",7,26.643479502497414]
[null,"96",2,22.491875076223515]
[null,"97",4,16.520086722112644]
[null,"98",1,37.161919547606921]
[null,"99",1,28.741941019244319]

{"sheet":"Clusters' Pref","index":2,"n_rows":11,"n_cols":10,"rows_kept":11,"cut":false,"hidden":false,"merged":[]}
["Cluster","Cluster1","Cluster2","Cluster3","Cluster4","Cluster5","Cluster6","Cluster7","Cluster8","Cluster9"]
["Crisp_1",14.090909090909101,11,23,23.928571428571427,18.125,16.190476190476193,13.333333333333332,18.857142857142854,14.666666666666666]
["Crisp_2",20.181818181818187,21.6,1.2,23.785714285714285,7.125,6.3809523809523805,20.833333333333332,15,26.5]
["Crisp_3",5.7272727272727266,6.9333333333333336,7.8,2,21.75,8.809523809523812,3,2.2857142857142856,25]
["Crisp_4",3.5454545454545459,8.8666666666666671,20.8,7.1428571428571432,1.75,4.2857142857142856,4.1666666666666679,25,2.5]
["Crisp_5",20.545454545454547,14.33333333333333,25.8,15.785714285714285,17.25,22.047619047619051,23.416666666666664,19.428571428571427,20.166666666666664]
["Crisp_6",22,25.266666666666666,3.6,13.785714285714285,10.625,5.9523809523809526,8.8333333333333339,14.285714285714286,26.833333333333336]
["Crisp_7",22.545454545454547,8.533333333333335,19.2,9.0714285714285712,23.125,10.095238095238093,22.75,18.571428571428573,15.833333333333334]
["Crisp_8",8.454545454545455,25.333333333333332,1,27.071428571428577,27.5,25.61904761904762,23.5,27,5.3333333333333339]
["Crisp_9",21.636363636363637,3.8,17.600000000000001,22.357142857142854,10.75,20.380952380952376,7.5,25.571428571428573,13.833333333333334]
["Crisp_10",23.545454545454543,18.133333333333329,25.2,20.428571428571431,3.5,23.761904761904759,17.333333333333336,6.1428571428571423,3.666666666666667]

{"sheet":"Experts","index":3,"n_rows":11,"n_cols":12,"rows_kept":11,"cut":false,"hidden":false,"merged":[]}
[null,"Hardness","Stickiness","Crispy","Melting","Earthy","Stuffiness","Greasiness","Overcooked","Artificial","Sweetness","Saltiness"]
["Crisp_1",5.3,5,5.3,5,5.4,3.8,4.5,5.2,5,4.4000000000000004,4.8]
["Crisp_2",4,0.8,2.1,8.8000000000000007,3.9,3.4,3.6,3,6.4,6,3.8]
["Crisp_3",3,2.5,6.2,2.8,6,3.5,5,5.5,2.5,2.6,3.2]
["Crisp_4",3.5,4.3,3.8,2.2000000000000002,7.7,4.7,4.7,6.8,0.9,2.4,3]
["Crisp_5",4.5,6.8,5.2,1.9,6.2,3,2.8,5.8,2.5,3.2,2.9]
["Crisp_6",5.6,2.1,2.4,7.8,3.2,4.9000000000000004,6.2,4.0999999999999996,3.9,5.3,5.2]
["Crisp_7",4.3,3.6,2.5,2.8,6.6,2.5,2.9,6.4,3,4.4000000000000004,4.0999999999999996]
["Crisp_8",7.6,3.6,6.5,3.8,2.5,3.4,2.8,4.8,9,3.9,5.5]
["Crisp_9",4.4000000000000004,4.7,2.7,2.8,3.9,4.3,4.0999999999999996,5,4.7,5.4,4.2]
["Crisp_10",6.2,6.2,4,1.7,4,4,2.9,5.5,5.3,4.4000000000000004,4.7]

{"sheet":"PREFMAP","index":4,"n_rows":375,"n_cols":22,"rows_kept":375,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT 2023.3.0.1415 - Preference Mapping (PREFMAP) - Start time: 19/01/2024 at 12:27:55 / End time: 19/01/2024 at 12:28:00 / Microsoft Excel 16.017126"]
[null,"Y / Preference data: Workbook = demoPREFMAP_EN.xlsm / Sheet = Clusters' Pref / Range = 'Clusters'' Pref'!$B$1:$J$11 / 10 rows and 9 columns"]
[null,"X / Configuration: Workbook = demoPREFMAP_EN.xlsm / Sheet = Experts / Range = 'Experts'!$B$1:$L$11 / 10 rows and 11 columns"]
[null,"Object labels: Workbook = demoPREFMAP_EN.xlsm / Sheet = Experts / Range = 'Experts'!$A:$A / 10 rows and 1 column"]
[null,"Model: Find the best model (F-ratio) / Quadratic"]
[null,"Significance level (%): 10"]
[null,"Domain restriction (%): 150"]
[null,"Preliminary transformation: PCA (Pearson)"]
[null,"Type of biplot Distance biplot / Coefficient = 1"]
[null,"Contour plot: Threshold / Mean (%) = 100"]
[]
[]
[]
[]
[null,"Summary statistics:"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"Cluster1",10,0,10,3.5454545454545459,23.545454545454543,16.227272727272727,7.647808883350411]
[null,"Cluster2",10,0,10,3.8,25.333333333333332,14.379999999999999,7.8038958298696413]
[null,"Cluster3",10,0,10,1,25.8,14.52,10.04797381454479]
[null,"Cluster4",10,0,10,2,27.071428571428577,16.535714285714285,8.3706816124851127]
[null,"Cluster5",10,0,10,1.75,27.5,14.149999999999999,8.7079944112675367]
[null,"Cluster6",10,0,10,4.2857142857142856,25.61904761904762,14.352380952380953,8.1561418907286161]
[null,"Cluster7",10,0,10,3,23.5,14.466666666666667,8.1526902323522226]
[null,"Cluster8",10,0,10,2.2857142857142856,27,17.214285714285712,8.1280148775909691]
[null,"Cluster9",10,0,10,2.5,26.833333333333336,15.433333333333334,9.2939645887951272]
[null,"Hardness",10,0,10,3,7.6,4.84,1.3639811012050145]
[null,"Stickiness",10,0,10,0.8,6.8,3.96,1.8458361550016056]
[null,"Crispy",10,0,10,2.1,6.5,4.0699999999999985,1.6438775299070587]
[null,"Melting",10,0,10,1.7,8.8000000000000007,3.96,2.4891765706755318]
[null,"Earthy",10,0,10,2.5,7.7,4.9400000000000004,1.6774318995946684]
[null,"Stuffiness",10,0,10,2.5,4.9000000000000004,3.75,0.74721705904866331]
[null,"Greasiness",10,0,10,2.8,6.2,3.9499999999999988,1.1559027256266468]
[null,"Overcooked",10,0,10,3,6.8,5.21,1.0948871073210142]
[null,"Artificial",10,0,10,0.9,9,4.3199999999999994,2.3102669398433884]
[null,"Sweetness",10,0,10,2.4,6,4.2,1.1972189997378646]
[null,"Saltiness",10,0,10,2.9,5.5,4.1399999999999997,0.91675757125013413]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","Cluster1","Cluster2","Cluster3","Cluster4","Cluster5","Cluster6","Cluster7","Cluster8","Cluster9","Hardness","Stickiness","Crispy","Melting","Earthy","Stuffiness","Greasiness","Overcooked","Artificial","Sweetness","Saltiness"]
[null,"Cluster1",1,0.17628014050588506,0.19559250800211694,0.34093491323128372,-0.18214088438717438,0.21758780436683572,0.44580913637235819,-0.11601070120107811,0.28370031880889041,0.18785430663308722,0.14754459052297902,-0.62616798564604059,0.20889954263948102,-0.33676126440245358,-0.15333824348565719,-0.2468657053082905,-0.31973210405198788,0.14766923387487005,0.72689835497324962,0.25255454563670726]
[null,"Cluster2",0.17628014050588506,1,-0.56222859131015845,0.45847627544966796,-1.8857439775736857E-3,0.10654771893771008,0.46316419758108052,-2.803565808614833E-2,0.10147987107550814,0.67754150037733218,-0.30063205679146238,-8.3089491799788889E-3,0.57480668733813023,-0.68015377310240377,9.6733721759684171E-2,-4.6519323914276309E-2,-0.61246200321856836,0.61183450637216807,0.35415805180309107,0.57144757553469672]
[null,"Cluster3",0.19559250800211694,-0.56222859131015845,1,-0.1208569015186286,-0.24242542043860413,0.29981935003124638,8.4411402838302351E-3,4.2369462997913374E-2,-0.43152858833187291,-0.16026303958291271,0.86619983762009489,4.3562859243380922E-2,-0.68881193569680899,0.58468041503924673,-7.4586933800279184E-2,-0.29350335057494986,0.70423379563988953,-0.5023130326059182,-0.32604691918256623,-0.34603877252238413]
[null,"Cluster4",0.34093491323128372,0.45847627544966796,-0.1208569015186286,1,6.451175318290028E-3,0.60289861342472628,0.51112434803580942,0.39990064253760715,-0.20341958877568042,0.68754397456828098,0.12738760245789493,-6.4309338108562248E-3,0.31237749565864487,-0.70777860946664539,-4.2507607341716628E-3,-0.38580556878543859,-0.55685744731605358,0.84111308795967088,0.61565805695657527,0.60750249833755943]
[null,"Cluster5",-0.18214088438717438,-1.8857439775736857E-3,-0.24242542043860413,6.451175318290028E-3,1,0.29875104740196173,0.35533663779314006,9.6685205892775419E-2,0.17337988138022617,0.23985513290905044,-5.5491506426311656E-2,0.5542602308551583,-0.10926195861657641,-8.4605162828515768E-2,-0.64590925477872763,-0.24588711637594901,7.630368534539235E-2,0.28392502307499096,-0.18211439527667803,0.22342281642347875]
[null,"Cluster6",0.21758780436683572,0.10654771893771008,0.29981935003124638,0.60289861342472628,0.29875104740196173,1,0.47136678746254335,0.19670270982368593,-0.45095605834513874,0.65687506096767512,0.6809503305113549,0.47024235956614602,-0.46932409067060049,-0.40512349679521747,-0.24942631525769801,-0.64562599557325207,7.000911115038394E-2,0.52225850889310199,1.0891203687779426E-2,0.34605354355856521]
[null,"Cluster7",0.44580913637235819,0.46316419758108052,8.4411402838302351E-3,0.51112434803580942,0.35533663779314006,0.47136678746254335,1,0.2029284222110935,-5.502297737889366E-2,0.49090217970611755,0.16886108111677217,1.8501903724331629E-2,6.3211308716332903E-2,-0.24688500515349041,-0.71179131183830546,-0.81030778236801559,-0.17152855341623888,0.50820772905380229,0.27472631466570979,0.23310312849157269]
[null,"Cluster8",-0.11601070120107811,-2.803565808614833E-2,4.2369462997913374E-2,0.39990064253760715,9.6685205892775419E-2,0.19670270982368593,0.2029284222110935,1,-0.40238587344554216,0.24268129862942581,0.16483493667741264,-7.6089483413767325E-2,-4.9504948764294857E-2,-2.6893172828506617E-2,6.7037151429178571E-2,-0.20214656960095212,0.1263704329561755,0.18097953357630636,6.7693887754411097E-2,0.12972920238956603]
[null,"Cluster9",0.28370031880889041,0.10147987107550814,-0.43152858833187291,-0.20341958877568042,0.17337988138022617,-0.45095605834513874,-5.502297737889366E-2,-0.40238587344554216,1,-0.40543613933082662,-0.55664142426291097,-0.25250311170619888,0.61503943894373803,-9.4481312061800396E-2,-0.15706294746010563,0.409227352106942,-0.55207006707412865,-0.12429890902481006,0.34334510038641719,-0.16613892642474209]
[null,"Hardness",0.18785430663308722,0.67754150037733218,-0.16026303958291271,0.68754397456828098,0.23985513290905044,0.65687506096767512,0.49090217970611755,0.24268129862942581,-0.40543613933082662,1,0.21651277837269486,0.25133844471826444,7.023007799063008E-2,-0.71707916483152523,4.7968378250646725E-2,-0.30938009612219536,-0.2339172949954583,0.76134210022772719,0.26672369823882996,0.85161134284758366]
[null,"Stickiness",0.14754459052297902,-0.30063205679146238,0.86619983762009489,0.12738760245789493,-5.5491506426311656E-2,0.6809503305113549,0.16886108111677217,0.16483493667741264,-0.55664142426291097,0.21651277837269486,1,0.33461548638065775,-0.76311604505956077,0.26469171783156187,-7.0892490876882666E-2,-0.44265154059568101,0.60718550912929647,-0.19520904980800025,-0.3655317895075787,-0.12633244589204509]
[null,"Crispy",-0.62616798564604059,-8.3089491799788889E-3,4.3562859243380922E-2,-6.4309338108562248E-3,0.5542602308551583,0.47024235956614602,1.8501903724331629E-2,-7.6089483413767325E-2,-0.25250311170619888,0.25133844471826444,0.33461548638065775,1,-0.42935757810116987,5.6895488477899152E-2,-0.22297602894617824,-0.17162274706617733,0.27489787627624229,0.15465110479216743,-0.67126852732027187,-1.0174489137202305E-2]
[null,"Melting",0.20889954263948102,0.57480668733813023,-0.68881193569680899,0.31237749565864487,-0.10926195861657641,-0.46932409067060049,6.3211308716332903E-2,-4.9504948764294857E-2,0.61503943894373803,7.023007799063008E-2,-0.76311604505956077,-0.42935757810116987,1,-0.48229298134450488,0.19355304937421805,0.42285806428099537,-0.85802908633502373,0.37035347449602024,0.67857768466395652,0.35330074620089397]
[null,"Earthy",-0.33676126440245358,-0.68015377310240377,0.58468041503924673,-0.70777860946664539,-8.4605162828515768E-2,-0.40512349679521747,-0.24688500515349041,-2.6893172828506617E-2,-9.4481312061800396E-2,-0.71707916483152523,0.26469171783156187,5.6895488477899152E-2,-0.48229298134450488,1,-0.19768361648199281,1.8910597233623008E-2,0.76143174381825618,-0.85177295157149902,-0.66337358691241799,-0.78510508131570755]
[null,"Stuffiness",-0.15333824348565719,9.6733721759684171E-2,-7.4586933800279184E-2,-4.2507607341716628E-3,-0.64590925477872763,-0.24942631525769801,-0.71179131183830546,6.7037151429178571E-2,-0.15706294746010563,4.7968378250646725E-2,-7.0892490876882666E-2,-0.22297602894617824,0.19355304937421805,-0.19768361648199281,1,0.71847655645728037,-0.12155264279989245,-0.13774071157047377,8.07328842782159E-2,0.19464240088561174]
[null,"Greasiness",-0.2468657053082905,-4.6519323914276309E-2,-0.29350335057494986,-0.38580556878543859,-0.24588711637594901,-0.64562599557325207,-0.81030778236801559,-0.20214656960095212,0.409227352106942,-0.30938009612219536,-0.44265154059568101,-0.17162274706617733,0.42285806428099537,1.8910597233623008E-2,0.71847655645728037,1,-0.17778367874121687,-0.35990687845502684,1.4452238083126548E-2,3.6698620694181561E-2]
[null,"Overcooked",-0.31973210405198788,-0.61246200321856836,0.70423379563988953,-0.55685744731605358,7.630368534539235E-2,7.000911115038394E-2,-0.17152855341623888,0.1263704329561755,-0.55207006707412865,-0.2339172949954583,0.60718550912929647,0.27489787627624229,-0.85802908633502373,0.76143174381825618,-0.12155264279989245,-0.17778367874121687,1,-0.63526414295103217,-0.75864322477687862,-0.41001960354649619]
[null,"Artificial",0.14766923387487005,0.61183450637216807,-0.5023130326059182,0.84111308795967088,0.28392502307499096,0.52225850889310199,0.50820772905380229,0.18097953357630636,-0.12429890902481006,0.76134210022772719,-0.19520904980800025,0.15465110479216743,0.37035347449602024,-0.85177295157149902,-0.13774071157047377,-0.35990687845502684,-0.63526414295103217,1,0.53388375666961152,0.74243534952735613]
[null,"Sweetness",0.72689835497324962,0.35415805180309107,-0.32604691918256623,0.61565805695657527,-0.18211439527667803,1.0891203687779426E-2,0.27472631466570979,6.7693887754411097E-2,0.34334510038641719,0.26672369823882996,-0.3655317895075787,-0.67126852732027187,0.67857768466395652,-0.66337358691241799,8.07328842782159E-2,1.4452238083126548E-2,-0.75864322477687862,0.53388375666961152,1,0.53148215610214955]
[null,"Saltiness",0.25255454563670726,0.57144757553469672,-0.34603877252238413,0.60750249833755943,0.22342281642347875,0.34605354355856521,0.23310312849157269,0.12972920238956603,-0.16613892642474209,0.85161134284758366,-0.12633244589204509,-1.0174489137202305E-2,0.35330074620089397,-0.78510508131570755,0.19464240088561174,3.6698620694181561E-2,-0.41001960354649619,0.74243534952735613,0.53148215610214955,1]
[]
[]
[null,"Principal Component Analysis:"]
[]
[null,"Eigenvalues:"]
[]
[null,null,"F1","F2","F3","F4","F5","F6","F7","F8","F9"]
[null,"Eigenvalue",4.8392814131053257,2.7841787308606181,1.4905642348972101,1.0083204978808777,0.40508157478840612,0.22820741136508729,0.15734762837834035,8.2909748047309495E-2,4.1087606768242784E-3]
[null,"Variability (%)",43.993467391866595,25.310715735096529,13.550583953611001,9.1665499807352528,3.6825597708036919,2.0746128305917027,1.4304329852576396,0.75372498224826812,3.7352369789311619E-2]
[null,"Cumulative %",43.993467391866595,69.304183126963125,82.854767080574121,92.021317061309375,95.703876832113068,97.778489662704771,99.20892264796241,99.962647630210682,100]
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[]
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[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"Factor loadings:"]
[]
[null,null,"F1","F2","F3","F4","F5","F6","F7","F8","F9"]
[null,"Hardness",-0.56734601937972295,-0.71988564103978236,0.30205064861414577,-8.963290523598634E-2,0.13534614061563807,4.8538681011310765E-2,0.16621980144938528,-0.11037863900967013,1.1289748096784966E-2]
[null,"Stickiness",0.51229915032452844,-0.59526181320147564,0.21509422793716362,-0.4439327567428224,-0.26491583170347582,0.2633547236938717,-7.6983751026144841E-3,1.6310031146999138E-2,3.1216094301905022E-3]
[null,"Crispy",0.30267126956046037,-0.5898855499773602,0.28658274143181867,0.6663828953070029,-0.12388118336685629,0.10781590364856954,-6.4818336561959664E-2,5.5271397407931369E-2,-1.4659018487962372E-3]
[null,"Melting",-0.77417854891258142,0.49878471304977101,-0.13697311971883214,0.19764149590757013,3.8661067159362419E-2,0.22485802183643111,0.20424274455862551,9.8250658626361977E-3,1.3044128151668418E-2]
[null,"Earthy",0.90479586098734188,0.27521160139634909,-0.13784033410912658,-1.0950141846093961E-2,0.17071461183559106,0.12774784700823424,0.13512545175276072,0.15004949101372878,-1.5698168969122253E-2]
[null,"Stuffiness",-0.19855008211685224,0.42338361907989186,0.80420822541450909,-0.22139513691085139,-0.19950810106631109,-0.15768670475402588,0.12295832324774279,7.5488854156966712E-2,-8.4619092987305369E-3]
[null,"Greasiness",-0.12168221691656433,0.74391926793611829,0.59252949552350531,0.1811099530147072,7.9762578037578732E-2,0.13528976448867217,-0.15011292983280189,-1.5699734803220653E-2,2.0970935287938183E-2]
[null,"Overcooked",0.87962091323296843,-0.21832784499170918,0.18754810359047711,-0.19529932714115089,0.31157551558794261,-7.1156469517774615E-2,-3.9002122836605409E-3,4.2343758599729671E-2,3.6512082191631767E-2]
[null,"Artificial",-0.79378828616640562,-0.53417947942015553,-0.10150907481532517,0.16054381512270974,-6.3854788151809311E-2,-0.1250023523922657,2.5872712502873259E-2,0.16620296833170861,2.1867456627439927E-2]
[null,"Sweetness",-0.83016697964497554,0.16835602610276915,-0.28341615467093179,-0.4046604608009462,-4.7937848560937163E-2,9.9276342556242431E-2,-0.13891076932781191,8.2542097695908728E-2,1.1874336808823219E-2]
[null,"Saltiness",-0.77336466788670855,-0.38090170526376843,0.33094966340713905,-0.10236729937552061,0.3478183006492353,6.540447354074487E-2,-8.8602969093124151E-2,5.117920179203065E-2,-3.300190065812196E-2]
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[]
[]
[]
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[]
[]
[]
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[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"Factor scores:"]
[]
[null,"Observation","F1","F2","F3","F4","F5","F6","F7","F8","F9"]
[null,"Crisp_1",-0.364106690544444,-0.4767672168712298,0.72311060039502395,0.29070261173360984,0.18552132390916828,1.0056405706353975,-4.4990976347382909E-2,0.56860210750528384,-1.0619752623687292E-2]
[null,"Crisp_2",-3.0083596831238504,1.8314420760851431,-2.2909619497204012,0.44600601901912934,-0.54688070951951639,-0.1389051908733151,0.38500463520934253,0.14120923129072052,-2.8756656354801447E-2]
[null,"Crisp_3",2.10905775150102,1.0624159328054523,0.18019205365786051,2.0392365116033999,-0.10637646057032638,-0.22640134882862822,-0.62271938557414119,-8.8474373505085691E-2,-5.4316068301022931E-2]
[null,"Crisp_4",3.3393541545877237,1.5855390850746285,1.2173479384124533,-0.22094059415294462,0.12718570884597705,-0.50145326603009199,0.6851772094059605,0.20428706292624343,2.2326305400408093E-2]
[null,"Crisp_5",2.6915765915037579,-1.1594097454755354,-0.83240561530904345,-9.1987123857545969E-2,-0.86381937168881318,0.63879118515818389,0.19652380366122341,-0.40727979235954043,5.2491865375803956E-2]
[null,"Crisp_6",-2.9802038041473091,2.1569412093166989,1.669574778959916,-0.28644574693803665,0.41873519487468908,0.32849511387285174,1.9529236297568864E-2,-0.46522903852351549,9.8387156118970066E-3]
[null,"Crisp_7",1.3604171683566626,-0.16866255634378272,-1.8919655032283724,-0.81730878068299317,1.4583670940786446,-7.0776845784526711E-3,-0.19014540067478772,-6.5030826496501423E-2,7.0237212827062795E-3]
[null,"Crisp_8",-2.2662126050695082,-3.2792897581937486,0.45077360011600387,1.2228358540789417,0.31082009695026325,-0.46163438536901447,0.21614445114107056,-2.7068206658162165E-2,6.3420303827547903E-2]
[null,"Crisp_9",-0.67464890889275164,0.37153377947349908,0.21844305396283617,-1.3411710253650855,-0.66666498154057308,-0.40944547591763547,-0.66605989115951003,0.20976543804082676,8.7384777718350251E-2]
[null,"Crisp_10",-0.20687397417130271,-1.9237428058711239,0.55589104275372914,-1.2409277254384652,-0.31688789533951339,-0.22800951806929015,2.1536318040650405E-2,-7.0781602220266526E-2,-0.14879321193719897]
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[null,null,null,null,null," "]
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[]
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[null,null,null,null,null," "]
[]
[]
[null,"Preference Mapping (PREFMAP):"]
[]
[null,"Model selection:"]
[]
[null,"Y","Model","Point type","F1","F2"]
[null,"Cluster1","Quadratic","Saddle",-0.62196675535629586,0.55001253726057442]
[null,"Cluster2","Circular","Anti-ideal",1.2138372118725871,0.75446908757316367]
[null,"Cluster3","Vector","-"]
[null,"Cluster4","Vector","-"]
[null,"Cluster5","Vector","-"]
[null,"Cluster6","Vector","-"]
[null,"Cluster7","Vector","-"]
[null,"Cluster8","Vector","-"]
[null,"Cluster9","Vector","-"]
[]
[]
[null,"Analysis of variance:"]
[]
[null,"Y","DF","Sum of squares","Mean squares","R²","F","Pr > F","F-ratio","Pr > F"]
[null,"Cluster1",4,1.5881264514723243,0.39703161286808109,0.82354150539196391,3.7336440264722026,0.11300375410346464,5.1443737217977556,7.3759188336959131E-2]
[null,"Cluster2",6,1.4860665836701088,0.24767776394501814,0.83488149070332129,10.11251245253478,9.2162886224861681E-3,11.247078273196482,1.5349505477719337E-2]
[null,"Cluster3",7,4.505806789606023,0.64368668422943187,0.4993548011548864,3.490978857030461,8.8788188400780996E-2]
[null,"Cluster4",7,2.6990636143181614,0.38558051633116591,0.70010404285353767,8.1707141813541693,1.4770566051132515E-2]
[null,"Cluster5",7,7.083278300706584,1.0118969001009406,0.21296907769926879,0.94709337438538421,0.43248523594202315]
[null,"Cluster6",7,1.6201925505711721,0.23145607865302459,0.81997860549209201,15.942133583996053,2.4753375249373694E-3]
[null,"Cluster7",7,5.1789858963611026,0.73985512805158604,0.42455712262654438,2.5822718250947112,0.14454656187940099]
[null,"Cluster8",7,8.6338700708335843,1.2334100101190835,4.0681103240712856E-2,0.14842182492546277,0.86471003227528942]
[null,"Cluster9",7,5.4262783859519459,0.77518262656456371,0.39708017933867268,2.3050836613082972,0.17017997856076544]
[]
[]
[null,"Model coefficients:"]
[]
[null,"Y","Intercept","F1","F2","F1^2","F2^2","F1*F2"]
[null,"Cluster1",0.32822214480394557,1.9833456911675682E-2,-0.17701280011668338,-8.5656449559757736E-2,3.0994245630383856E-2,-0.22978455283437507]
[null,"Cluster2",-0.74284313746548181,-0.23655679332264462,-0.14703354475517852,9.7441729009818526E-2,9.7441729009818526E-2,0]
[null,"Cluster3",9.5643795368665338E-17,0.28669512279535775,-0.13621480901246208,0,0,0]
[null,"Cluster4",8.0222382456147434E-17,-0.29404431527452229,-0.27573426857858901,0,0,0]
[null,"Cluster5",2.2320317679808505E-16,-9.2743265476351311E-4,-0.26237729983244495,0,0,0]
[null,"Cluster6",7.6690370028535862E-17,-3.4422670104445732E-2,-0.51283790929802242,0,0,0]
[null,"Cluster7",-7.1567337302254865E-18,-0.10528265510417129,-0.34347343240309192,0,0,0]
[null,"Cluster8",2.8492439236876929E-16,-2.1388973244886471E-2,-0.11115393733298991,0,0,0]
[null,"Cluster9",-6.2253324286769846E-17,-0.11186676173929455,0.32650706372929467,0,0,0]
[]
[]
[null,"Model predictions:"]
[]
[null,"Products\\Assessors","Cluster1","Cluster2","Cluster3","Cluster4","Cluster5","Cluster6","Cluster7","Cluster8","Cluster9"]
[null,"Crisp_1",0.36119471759767829,-0.55154305854052332,-3.9444856966732944E-2,0.23852456233425157,0.12543057944593197,0.25703782721351132,0.20209099155774254,6.0782421608868244E-2,-0.11493642766419478]
[null,"Crisp_2",0.53914652728435042,0.90822833069176523,-1.1119515813771206,0.37959972183024204,-0.47773877571534373,-0.83567715237224727,-0.31232360117278629,-0.13922627298083745,0.93451423055095884]
[null,"Crisp_3",-0.67891312445898189,-0.85454773458724032,0.45993978767019478,-0.91310092257289166,-0.28070983277798678,-0.61744656499600015,-0.58695884692648226,-0.16320229383540272,0.11095284569795089]
[null,"Crisp_4",-1.9801045982153143,-0.4343547808852346,0.74140264575148118,-1.4191055657706964,-0.41910649000947092,-0.92807403592525528,-0.89616662348798148,-0.24766426876906844,0.14412697552136089]
[null,"Crisp_5",0.72502870929920737,-0.3721727071980715,0.92959065846141786,-0.47175379770607018,0.30170654239353584,0.50193801681924366,0.1148501148703262,7.1302898489609121E-2,-0.67965342891915936]
[null,"Crisp_6",0.74782179053243014,0.96377895012136328,-1.1482172304633882,0.28156938025106493,-0.56316847207202703,-1.003574647870547,-0.42708823140350211,-0.17600900858011584,1.0376422897837956]
[null,"Crisp_7",0.28013806427886701,-0.8567492704955767,0.41299930503484833,-0.35351688814709131,4.2991530810284666E-2,3.9667361381439913E-2,-8.52972243886089E-2,-1.0350419197605883E-2,-0.20725497927148581]
[null,"Crisp_8",-0.9505113078105023,1.8237069889173201,-0.20302427298190573,1.5705794966569662,0.86251295169564546,1.7597531924653438,1.3649417891833706,0.41297792905604003,-0.81719740452349288]
[null,"Crisp_9",0.27196363673821616,-0.58007697052559826,-0.24402695459142235,9.5932081530708757E-2,-9.6856338426191818E-2,-0.16731338987164224,-5.6583154098095126E-2,-2.6867394978687009E-2,0.19677919216091988]
[null,"Crisp_10",0.68423558475405266,-4.6269747498203229E-2,0.20273249946262784,0.59127193159351688,0.50493830465562417,0.99368939315615301,0.68253478586601635,0.21825640918720271,-0.60497329333665317]
[]
[]
[null,"Preference scores from 0 to 1:"]
[]
[null,"Products\\Assessors","Cluster1","Cluster2","Cluster3","Cluster4","Cluster5","Cluster6","Cluster7","Cluster8","Cluster9"]
[null,"Crisp_1",0.85899999999999999,0.114,0.53400000000000003,0.55500000000000005,0.48299999999999998,0.45700000000000002,0.48599999999999999,0.46700000000000003,0.379]
[null,"Crisp_2",0.92400000000000004,0.65900000000000003,1.7999999999999999E-2,0.60199999999999998,0.06,6.0999999999999999E-2,0.25900000000000001,0.16500000000000001,0.94499999999999995]
[null,"Crisp_3",0.47699999999999998,1E-3,0.77400000000000002,0.17,0.19900000000000001,0.14000000000000001,0.13700000000000001,0.128,0.501]
[null,"Crisp_4",0,0.158,0.91,0,0.10199999999999999,2.8000000000000001E-2,0,0,0.51900000000000002]
[null,"Crisp_5",0.99199999999999999,0.18099999999999999,1,0.317,0.60699999999999998,0.54500000000000004,0.44800000000000001,0.48299999999999998,7.4999999999999997E-2]
[null,"Crisp_6",1,0.68,0,0.56899999999999995,0,0,0.20799999999999999,0.109,1]
[null,"Crisp_7",0.82899999999999996,0,0.752,0.35699999999999998,0.42599999999999999,0.378,0.35899999999999999,0.36,0.32900000000000001]
[null,"Crisp_8",0.378,1,0.45500000000000002,1,1,1,1,1,0]
[null,"Crisp_9",0.82599999999999996,0.104,0.436,0.50700000000000001,0.32800000000000001,0.30299999999999999,0.372,0.33500000000000002,0.54700000000000004]
[null,"Crisp_10",0.97699999999999998,0.30299999999999999,0.65100000000000002,0.67300000000000004,0.75,0.72299999999999998,0.69899999999999995,0.70599999999999996,0.115]
[]
[]
[null,"Ranks of the preference scores:"]
[]
[null,"Products\\Assessors","Cluster1","Cluster2","Cluster3","Cluster4","Cluster5","Cluster6","Cluster7","Cluster8","Cluster9"]
[null,"Crisp_1",6,4,5,6,7,7,8,7,5]
[null,"Crisp_2",7,8,2,8,2,3,4,4,9]
[null,"Crisp_3",3,2,8,2,4,4,2,3,6]
[null,"Crisp_4",1,5,9,1,3,2,1,1,7]
[null,"Crisp_5",9,6,10,3,8,8,7,8,2]
[null,"Crisp_6",10,9,1,7,1,1,3,2,10]
[null,"Crisp_7",5,1,7,4,6,6,5,6,4]
[null,"Crisp_8",2,10,4,10,10,10,10,10,1]
[null,"Crisp_9",4,3,3,5,5,5,6,5,8]
[null,"Crisp_10",8,7,6,9,9,9,9,9,3]
[]
[]
[null,"Objects sorted by increasing preference order:"]
[]
[null,"Cluster1","Cluster2","Cluster3","Cluster4","Cluster5","Cluster6","Cluster7","Cluster8","Cluster9"]
[null,"Crisp_4","Crisp_7","Crisp_6","Crisp_4","Crisp_6","Crisp_6","Crisp_4","Crisp_4","Crisp_8"]
[null,"Crisp_8","Crisp_3","Crisp_2","Crisp_3","Crisp_2","Crisp_4","Crisp_3","Crisp_6","Crisp_5"]
[null,"Crisp_3","Crisp_9","Crisp_9","Crisp_5","Crisp_4","Crisp_2","Crisp_6","Crisp_3","Crisp_10"]
[null,"Crisp_9","Crisp_1","Crisp_8","Crisp_7","Crisp_3","Crisp_3","Crisp_2","Crisp_2","Crisp_7"]
[null,"Crisp_7","Crisp_4","Crisp_1","Crisp_9","Crisp_9","Crisp_9","Crisp_7","Crisp_9","Crisp_1"]
[null,"Crisp_1","Crisp_5","Crisp_10","Crisp_1","Crisp_7","Crisp_7","Crisp_9","Crisp_7","Crisp_3"]
[null,"Crisp_2","Crisp_10","Crisp_7","Crisp_6","Crisp_1","Crisp_1","Crisp_5","Crisp_1","Crisp_4"]
[null,"Crisp_10","Crisp_2","Crisp_3","Crisp_2","Crisp_5","Crisp_5","Crisp_1","Crisp_5","Crisp_9"]
[null,"Crisp_5","Crisp_6","Crisp_4","Crisp_10","Crisp_10","Crisp_10","Crisp_10","Crisp_10","Crisp_2"]
[null,"Crisp_6","Crisp_8","Crisp_5","Crisp_8","Crisp_8","Crisp_8","Crisp_8","Crisp_8","Crisp_6"]
[]
[]
[null,"Percentage of satisfied assessors for each product:"]
[]
[null,"Product","%"]
[null,"Crisp_1",0.66666666666666674]
[null,"Crisp_2",0.44444444444444442]
[null,"Crisp_3",0.22222222222222221]
[null,"Crisp_4",0.22222222222222221]
[null,"Crisp_5",0.66666666666666674]
[null,"Crisp_6",0.44444444444444442]
[null,"Crisp_7",0.44444444444444442]
[null,"Crisp_8",0.66666666666666674]
[null,"Crisp_9",0.33333333333333331]
[null,"Crisp_10",0.7777777777777779]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"Potential ideal points:"]
[]
[null,null,"Hardness","Stickiness","Crispy","Melting","Earthy","Stuffiness","Greasiness","Overcooked","Artificial","Sweetness","Saltiness"]
[null,"1",6.6790184019166716,6.8441390068355137,6.461667980814644,0.3094080616669781,4.6016944922306449,2.9761002047059981,1.9662376076124781,6.1829141119604056,6.2385017757063341,3.2967156702227922,4.5961489141913452]
[]
[]
[null,"Admission zone:"]
[]
[null,null,"Hardness","Stickiness","Crispy","Melting","Earthy","Stuffiness","Greasiness","Overcooked","Artificial","Sweetness","Saltiness"]
[null,"Minimum",5.4310448142288532,4.7643054535146927,4.9055283862886565,-3.5773511101212359,2.6107892711485152,2.5188822282569179,1.1320550074898716,5.0515629988270376,4.1452575005182224,1.6060977790466886,3.7081011836089321]
[null,"Maximum",8.2283402094318863,9.1016856977123588,7.9297227494574907,3.3713792927373314,6.6788015819781936,3.4722046532077426,3.0969756759521525,7.8524257134633055,9.1280474140801822,4.4335349572370557,5.6217348425114224]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]