SHAP summary beeswarm (model evaluation)

library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/r/cX-dotplot16-dat.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
x=read.table("https://www.canvasxpress.org/data/r/cX-dotplot16-smp.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
data=y,
smpAnnot=x,
colorBy="Feature value",
colorSpectrum=list("#2166ac", "#f7f7f7", "#b2182b"),
graphOrientation="horizontal",
graphType="Dotplot",
groupingFactors=list("Feature"),
jitter=TRUE,
showLegend=TRUE,
showTransition=FALSE,
title="SHAP summary — feature impact",
xAxis=list("SHAP value"),
xAxisTitle="SHAP value (impact on model output)"
)

from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import show_in_browser

if __name__ == "__main__":
  # Define the chart with its data and configuration
  chart: CanvasXpress = CanvasXpress(
    render_to = "dotplot16",
    data = {
      "y": {
        "vars": ["SHAP value"],
        "smps": ["p0_0", "p0_1", "p0_2", "p0_3", "p0_4", "p0_5", "p0_6", "p0_7", "p0_8", "p0_9", "p0_10", "p0_11", "p0_12", "p0_13", "p0_14", "p0_15", "p0_16", "p0_17", "p0_18", "p0_19", "p0_20", "p0_21", "p0_22", "p0_23", "p0_24", "p0_25", "p0_26", "p0_27", "p0_28", "p0_29", "p0_30", "p0_31", "p0_32", "p0_33", "p0_34", "p0_35", "p0_36", "p0_37", "p0_38", "p0_39", "p0_40", "p0_41", "p0_42", "p0_43", "p0_44", "p0_45", "p0_46", "p0_47", "p0_48", "p0_49", "p0_50", "p0_51", "p0_52", "p0_53", "p0_54", "p0_55", "p0_56", "p0_57", "p0_58", "p0_59", "p0_60", "p0_61", "p0_62", "p0_63", "p0_64", "p0_65", "p0_66", "p0_67", "p0_68", "p0_69", "p0_70", "p0_71", "p0_72", "p0_73", "p0_74", "p0_75", "p0_76", "p0_77", "p0_78", "p0_79", "p0_80", "p0_81", "p0_82", "p0_83", "p0_84", "p0_85", "p0_86", "p0_87", "p0_88", "p0_89", "p0_90", "p0_91", "p0_92", "p0_93", "p0_94", "p0_95", "p0_96", "p0_97", "p0_98", "p0_99", "p0_100", "p0_101", "p0_102", "p0_103", "p0_104", "p0_105", "p0_106", "p0_107", "p0_108", "p0_109", "p0_110", "p0_111", "p0_112", "p0_113", "p0_114", "p0_115", "p0_116", "p0_117", "p0_118", "p0_119", "p1_0", "p1_1", "p1_2", "p1_3", "p1_4", "p1_5", "p1_6", "p1_7", "p1_8", "p1_9", "p1_10", "p1_11", "p1_12", "p1_13", "p1_14", "p1_15", "p1_16", "p1_17", "p1_18", "p1_19", "p1_20", "p1_21", "p1_22", "p1_23", "p1_24", "p1_25", "p1_26", "p1_27", "p1_28", "p1_29", "p1_30", "p1_31", "p1_32", "p1_33", "p1_34", "p1_35", "p1_36", "p1_37", "p1_38", "p1_39", "p1_40", "p1_41", "p1_42", "p1_43", "p1_44", "p1_45", "p1_46", "p1_47", "p1_48", "p1_49", "p1_50", "p1_51", "p1_52", "p1_53", "p1_54", "p1_55", "p1_56", "p1_57", "p1_58", "p1_59", "p1_60", "p1_61", "p1_62", "p1_63", "p1_64", "p1_65", "p1_66", "p1_67", "p1_68", "p1_69", "p1_70", "p1_71", "p1_72", "p1_73", "p1_74", "p1_75", "p1_76", "p1_77", "p1_78", "p1_79", "p1_80", "p1_81", "p1_82", "p1_83", "p1_84", "p1_85", "p1_86", "p1_87", "p1_88", "p1_89", "p1_90", "p1_91", "p1_92", "p1_93", "p1_94", "p1_95", "p1_96", "p1_97", "p1_98", "p1_99", "p1_100", "p1_101", "p1_102", "p1_103", "p1_104", "p1_105", "p1_106", "p1_107", "p1_108", "p1_109", "p1_110", "p1_111", "p1_112", "p1_113", "p1_114", "p1_115", "p1_116", "p1_117", "p1_118", "p1_119", "p2_0", "p2_1", "p2_2", "p2_3", "p2_4", "p2_5", "p2_6", "p2_7", "p2_8", "p2_9", "p2_10", "p2_11", "p2_12", "p2_13", "p2_14", "p2_15", "p2_16", "p2_17", "p2_18", "p2_19", "p2_20", "p2_21", "p2_22", "p2_23", "p2_24", "p2_25", "p2_26", "p2_27", "p2_28", "p2_29", "p2_30", "p2_31", "p2_32", "p2_33", "p2_34", "p2_35", "p2_36", "p2_37", "p2_38", "p2_39", "p2_40", "p2_41", "p2_42", "p2_43", "p2_44", "p2_45", "p2_46", "p2_47", "p2_48", "p2_49", "p2_50", "p2_51", "p2_52", "p2_53", "p2_54", "p2_55", "p2_56", "p2_57", "p2_58", "p2_59", "p2_60", "p2_61", "p2_62", "p2_63", "p2_64", "p2_65", "p2_66", "p2_67", "p2_68", "p2_69", "p2_70", "p2_71", "p2_72", "p2_73", "p2_74", "p2_75", "p2_76", "p2_77", "p2_78", "p2_79", "p2_80", "p2_81", "p2_82", "p2_83", "p2_84", "p2_85", "p2_86", "p2_87", "p2_88", "p2_89", "p2_90", "p2_91", "p2_92", "p2_93", "p2_94", "p2_95", "p2_96", "p2_97", "p2_98", "p2_99", "p2_100", "p2_101", "p2_102", "p2_103", "p2_104", "p2_105", "p2_106", "p2_107", "p2_108", "p2_109", "p2_110", "p2_111", "p2_112", "p2_113", "p2_114", "p2_115", "p2_116", "p2_117", "p2_118", "p2_119", "p3_0", "p3_1", "p3_2", "p3_3", "p3_4", "p3_5", "p3_6", "p3_7", "p3_8", "p3_9", "p3_10", "p3_11", "p3_12", "p3_13", "p3_14", "p3_15", "p3_16", "p3_17", "p3_18", "p3_19", "p3_20", "p3_21", "p3_22", "p3_23", "p3_24", "p3_25", "p3_26", "p3_27", "p3_28", "p3_29", "p3_30", "p3_31", "p3_32", "p3_33", "p3_34", "p3_35", "p3_36", "p3_37", "p3_38", "p3_39", "p3_40", "p3_41", "p3_42", "p3_43", "p3_44", "p3_45", "p3_46", "p3_47", "p3_48", "p3_49", "p3_50", "p3_51", "p3_52", "p3_53", "p3_54", "p3_55", "p3_56", "p3_57", "p3_58", "p3_59", "p3_60", "p3_61", "p3_62", "p3_63", "p3_64", "p3_65", "p3_66", "p3_67", "p3_68", "p3_69", "p3_70", "p3_71", "p3_72", "p3_73", "p3_74", "p3_75", "p3_76", "p3_77", "p3_78", "p3_79", "p3_80", "p3_81", "p3_82", "p3_83", "p3_84", "p3_85", "p3_86", "p3_87", "p3_88", "p3_89", "p3_90", "p3_91", "p3_92", "p3_93", "p3_94", "p3_95", "p3_96", "p3_97", "p3_98", "p3_99", "p3_100", "p3_101", "p3_102", "p3_103", "p3_104", "p3_105", "p3_106", "p3_107", "p3_108", "p3_109", "p3_110", "p3_111", "p3_112", "p3_113", "p3_114", "p3_115", "p3_116", "p3_117", "p3_118", "p3_119"],
        "data": [
          [-0.226761361372037, -0.12949317689445813, 0.35792965429081913, 0.35592991577728017, 0.2516162052219028, -0.17995150612918828, 0.2319405170896255, 0.10268958560471542, -0.03739220920453419, 0.5263858988755479, -0.209001309424835, 0.1827854726075167, 0.5464355293481005, 0.21223891549459775, -0.14569582838417056, -0.09085766102028958, 0.5136248956362129, 0.1809259454229475, 0.3203635879761063, 0.08620513063719151, 0.5276422830352955, 0.41361311991464283, 0.40256186798743987, 0.5284508588103618, 0.09859466287555381, -0.18120497547274916, -0.18902968686895744, 0.38756858018345336, 0.08515365403316566, 0.42679708504615643, -0.11530134821576206, -0.2212856693399219, -0.055104947113966365, 0.5544957722676392, 0.14279751950552472, 0.1172986263265639, -0.20582843284225436, 0.44240343524295356, -0.2174118622726177, 0.5077344706527578, 0.5015037333174472, 0.32662596811303324, -0.20666427201555046, 0.05219483605087132, 0.02138277711651484, -0.1903962253453924, -0.21050538461810653, -0.2127285256528055, 0.20931250796526066, -0.15371337243508187, -0.18347291716260716, 0.3179768135146586, 0.11768787002764314, 0.31896291537947624, 0.5032261502088805, 0.24592495333358283, 0.16106457283447884, -0.09601093736512732, 0.3696254500405243, -0.16064568531107112, -0.15611845196264793, -0.12161281423568204, -0.09688029232754612, 0.292184919920523, 0.11081412887335405, 0.38900289723708487, 0.45030292603804656, 0.09303278674652771, 0.15634426323521972, 0.004888316565003725, -0.12609806280403357, 0.26626982354048107, 0.544380609874966, 0.4579082410058076, 0.10295571171865397, 0.21005654625901848, -0.21615797667560224, 0.5438427344540921, 0.3077078384443937, -0.02906248784264878, -0.03063130865791197, -0.005986124686627781, 0.24461824923408373, 0.024410411316939176, -0.052216629108690474, 0.16269407826970192, 0.48734988400937473, 0.36766769749809725, 0.4032848556361648, -0.003913183886165195, -0.04500564453708944, -0.14119888611604564, 0.008665241224802722, -0.1502741511700966, 0.1129894152083201, 0.4804759413066096, 0.1250678623210868, -0.15748869339112487, 0.32943458214994475, 0.2782026690819573, 0.017661699312680978, -0.13819334232103928, 0.5029818317229168, 0.4774667879835184, 0.4865271236872499, -0.20610994708136895, -0.2219092427442424, 0.36335948289587544, 0.0651403056001151, 0.06850702265041178, 0.019690868613969004, 0.10201393419199706, 0.12268766558171458, 0.36290881678360803, 0.3235547913405472, -0.23726879984183877, 0.01513657737505203, -0.15423332582278015, -0.12004500234532318, -0.045532220342115216, 0.16351300524446688, 0.11569056093420654, -0.23326753332728, -0.2495505396691668, 0.18107009951941683, -0.09430447177825124, 0.04502097140165362, -0.10148244816339275, 0.17155735520264837, -0.15995582339880304, 0.11377486352279814, -0.08677009928563284, 0.10062454060463732, 0.22480604843709812, -0.15040009412111582, -0.24543217523314242, 0.07812997968877883, 0.17062143557809, 0.23715626261149364, 0.008678754472371264, -0.12864531547813762, -0.14455457840391756, 0.20356882844868585, 0.13080138259966073, -0.22822720844248295, 0.004392456192828076, -0.06841138314594686, -0.17604485018085858, -0.13860341265308773, -0.19683346709357008, 0.18287764624542208, -0.20961732217322154, 0.19865700077810217, 0.14427269493123607, -0.2461993191803329, 0.03834386981523852, -0.17276770059470647, 0.007267749279991076, -0.1107305970738312, -0.030690216779575785, 0.1847961001465785, 0.08523785316902738, -0.12952312494905766, 0.17479892928421575, -0.026158495970755702, -0.009242930791185988, -0.14424505966207973, -0.11360694784419861, -0.0005658408306394858, -0.13165563041787975, -0.18734911915735836, -0.19511294574183302, -0.08265511282872523, -0.12536208937399174, 5.918424922823906e-05, 0.010868364318030566, 0.1579211622002485, -0.2475601924946495, 0.18933733677548564, -0.11990669226675277, 0.1705577987632526, -0.16746979702560855, -0.1532874564727174, 0.23120203871674794, -0.16061800979523677, 0.22776988347643495, 0.00036574993293669866, 0.18734969392263273, 0.06446125445356166, 0.18951460263964987, -0.1687020230414491, -0.23373617979422023, 0.1584084566702585, 0.20156248870773685, -0.1641244254432629, -0.2135821801732531, -0.11190685443523846, 0.024763925979189028, 0.11155445146033516, 0.08002411752564575, -0.10782896052609858, -0.049394125090751084, 0.05444832132268845, 0.22831976399976278, -0.18665735304482073, 0.24624469419728345, 0.18504951571968242, 0.11848700836648224, -0.18534173538796822, 0.11895852240043969, 0.15347546666039263, -0.08437511225928174, 0.1125839162795581, -0.16007635061338832, 0.04850831652853155, 0.23891604199042737, -0.058390828853081556, -0.03730922740089904, 0.2312909379370891, -0.14577002933246558, 0.01106523106840901, 0.21424760902949658, 0.04919458899292506, 0.21101121162042563, 0.00892737865986526, 0.23194317111447404, 0.13432753974529765, -0.1528660227051442, 0.09719614065838533, 0.14020924657440664, 0.15743040519477997, -0.1475059439864611, 0.038318513587950354, -0.07828227136665311, 0.13870178130868277, 0.1505098589384814, 0.0648529912017487, 0.06988452014951552, 0.11525414098425607, 0.08010981332672812, -0.09380800342374723, -0.08390417952751728, -0.14778296525170428, 0.12251836971939518, -0.06944059982565243, 0.09497508411943337, 0.015368773392145308, -0.1986963686599839, 0.03481402420755293, 0.056592535806985825, 0.17208730532532288, -0.07436745078338709, 0.12479198126824281, -0.14578198173727697, 0.0804241477824712, 0.0940313610721336, 0.15791004824533061, 0.13459446575301529, 0.16591380239916587, -0.1724063877513513, 0.1309699580692069, -0.09952170167443186, -0.1227726897628778, 0.038275226834231416, -0.18373883122956022, -0.13105260193126336, 0.15750635424311393, 0.08099638798238469, 0.1447451855341881, -0.04815641949623242, 0.17439346720470594, 0.14557856553839504, -0.07439148146724804, 0.03259294689566774, -0.1142280911269633, -0.0845139667177989, -0.08842671326304936, 0.13658063682930704, -0.16844924310763468, 0.1864915088442902, 0.0784519437583545, 0.06793168588507777, -0.19885581885567916, -0.13672572737469296, 0.15766853202902006, 0.1727727700084113, -0.061785726411717826, 0.18703483247424213, 0.08264619197489963, 0.0431139820465527, -0.010244355451874344, 0.06849556067124155, -0.09570367831908087, 0.06388388386425699, 0.16580226566869155, 0.09773467190291069, 0.036170948979385775, -0.11254100337027784, 0.013791402283692423, -0.09389338044598992, -0.1612054427498411, -0.006936290082626018, -0.19523848904919514, 0.1525656099496614, -0.007455532488816897, -0.1371512372275412, -0.03423723152604557, 0.07119446265177652, 0.01775595332208022, -0.0642901909423685, 0.14911789046765564, -0.15248128394958155, -0.10931381880032105, -0.15027279114236705, 0.16688345307993804, -0.009250260757232188, 0.09937472316426876, 0.19956519785430055, 0.022897367364275747, -0.09457380026462579, 0.1340987145721598, 0.0971856389931689, 0.18976120827806714, 0.15898720132751493, -0.05370234216670005, -0.04000157850577653, -0.11225585670448252, 0.03811878687350126, -0.18231325604521156, 0.02020251667826094, 0.003599045190244121, -0.063436407555352, 0.19981436912775175, -0.11281013387413515, -0.0792982747565449, -0.04334209102922513, 0.03971917920525665, -0.02461957806012052, -0.034941522415559416, 0.1125182316727551, 0.11305313697319264, -0.12490959220197664, -0.18771312475713398, 0.1914720988057677, -0.08295315987781718, 0.19131822705453075, 0.05838963469833689, -0.019548773051135226, 0.1329161654155466, 0.07153873606138754, 0.092755566698919, 0.0868032422892911, -0.02484757461811973, 0.13847691112127225, -0.19441316411329532, -0.16338148810907335, 0.0984500079552742, -0.11340696516063664, 0.10604101992043335, -0.01746769474359602, -0.10292132119046812, 0.01479624192151438, -0.06717148204306586, 0.0017666611370117657, -0.0457759837028173, -0.10997790143372538, 0.04178192327621516, -0.07623665067476751, 0.05690059017329663, -0.11446364213403024, -0.021630697216117545, -0.07159235453354626, -0.05905785413117548, -0.03860802833624169, 0.011848361889764097, 0.05397614944261675, 0.005739295032979985, -0.005587325053475645, 0.09812110560325599, -0.0021169809569336062, 0.10559722802370694, 0.041741188504895305, 0.12276602220699692, 0.007769133599100531, -0.039795686671717595, 0.09261469365894603, -0.07782430848125707, 0.11262680280161833, 0.031774052085392884, 0.09415196190811709, -0.007741383023930015, 0.10200935997448643, 0.08426554170546999, -0.10339274127817943, -0.03576033044770027, -0.10887149595719378, -0.04683839705308099, -0.0791566229743301, 0.10442205443661803, -0.08199770246798185, -0.04028453746668759, 0.030145335711405735, 0.0867802172181843, 0.00469191253633372, 0.009177837414686585, 0.019642114847924774, 0.06763063872507102, 0.016522351949737668, -0.006182798769131859, -0.08440093526452613, 0.03041818066028243, -0.12347025536419795, -0.056418439236993634, -0.10762388923037006, -0.07946314607589264, 0.020496120662134937, 0.08821402835465891, -0.0726085599305808, 0.05498292488391962, 0.018506633525452343, 0.06058637629643915, -0.028746271113692545, 0.09131252568178783, 0.03209116206235557, 0.05575823596223212, 0.1140694665271752, -0.014304351598573767, -0.08697842567024397, -0.10017984509326003, -0.07484228855972244, -0.03866107219352918, -0.09973269515948269, -0.10180208123998899, -0.08341229492090588, 0.06246776864924386, -0.01688519050155618, -0.07095996121844589, -0.03424822725575627, 0.0011823985913783641, 0.012164217415089773, 0.09327111423506546, -0.08889973205069435, 0.02116399901520985, -0.10557106105124375, 0.0788612567185496, -0.07315740950998595, 0.06262296888894603, 0.01173316417265477, 0.08464312517370279, -0.10572364510475082, 0.07296188250592145, -0.02989672464509105, 0.11573400171247739, -0.02319236268202654, 0.019917912961727374, 0.06420404832856846, 0.034187446400883253, -0.07603775908103894, -0.12298397372394626, 0.0026240795781433957, 0.006727659501530259, -0.08294943083447481, -0.11531592637411459, 0.016502455621517947, 0.1210322144422308, -0.017597783206817125, -0.010821936017602451, 0.11786030913518952, -0.05136867802253198, -0.12348942696797796, -0.035084598717119775, -0.04495180187966158, 0.06040586139624032, 0.11296494269038101, 0.018049458847314293, -0.04340039078009417, 0.047274222407760885, 0.04772285051264266, 0.0385315082583666, 0.06039438769873712]
        ]
      },
      "x": {
        "Feature": ["Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure"],
        "Feature value": [86.79701514854156, 95.81771298138918, 89.75476535813836, 148.26228015094532, 129.8406623131201, 130.67577646173294, 180.9892484458603, 163.91241990311232, 89.51812775580761, 142.12539027481532, 153.54676547005792, 95.4528090696783, 189.71826720470204, 86.76837464833937, 83.9055462339703, 98.40322330515684, 136.58136749051042, 163.61831314095667, 114.04249181817173, 156.09069622118375, 86.2764327204881, 124.77178980552532, 79.11338625503977, 124.09405363314178, 120.36636655097308, 126.44126713004347, 137.52633954683165, 87.45642276939186, 128.63214499753752, 137.29952895088127, 162.19099032522342, 180.05008993277636, 126.51659004764754, 165.14120504515876, 71.95942038684814, 159.57622385286902, 158.44066626229187, 91.82824382767407, 98.65334175443795, 118.07592499253533, 97.71448431075265, 102.94000796324178, 148.4903835739033, 158.76062016418123, 134.46290813580384, 177.54041134729738, 144.40216084278222, 94.49099053096526, 160.9725626946709, 74.57861995830237, 127.01377331971557, 70.12460704959301, 162.58580332663348, 170.7565656224543, 142.6327805767017, 159.7893941768076, 167.2174526429665, 86.09192550422904, 144.40061111840447, 164.7670379574244, 72.43405304483642, 126.72040045942381, 129.40125406929764, 91.14040503544146, 87.76002748445083, 127.4979445916791, 131.30032920508808, 132.3735197504691, 181.72991971058406, 172.71681420427336, 95.44916666854253, 76.3641315407836, 176.4660855524306, 83.76219496771887, 80.41570084209545, 75.48887426479342, 163.8223016770512, 181.94845632744295, 73.90469594525233, 144.27163102654555, 143.33792571775209, 103.63278196065384, 113.02113364065879, 131.76758948025062, 79.20997076331818, 80.03232393911075, 176.22596412441425, 97.52394460979998, 86.94373573245944, 85.91975800609279, 143.13021896272124, 145.60610186176928, 73.83103854819579, 112.33781847388391, 187.4125500279726, 143.9509375531187, 104.26368881621585, 101.05493070735916, 186.9847331643134, 87.41325047990804, 135.15380048826788, 105.35632582893462, 130.68861331666068, 82.25236566611764, 168.52397995948908, 96.37083082233826, 143.1238740472935, 102.36373149494926, 134.66494214832835, 162.61791343836438, 112.5890122492855, 156.6305213455768, 173.61563776337175, 106.85644717949492, 108.89198439559587, 85.5670318285627, 176.69824493827562, 97.21510516824353, 71.22213457877906, 124.60240469101748, 37.46543438961304, 22.09795811590466, 33.1310817790964, 27.81900472767174, 18.89441583988267, 41.63444711176831, 23.5735811487866, 32.73640035043737, 32.65137905762966, 24.420957516295083, 40.28263094798167, 18.730669586105872, 42.77075831589636, 21.132594698454263, 28.611918535209135, 18.453554273862004, 26.211563154910653, 40.60286913419988, 33.59048637468902, 41.49571356194442, 23.329584982791243, 29.332081752184024, 41.98375006528089, 33.13109335660586, 22.998716891112466, 33.51247602798234, 41.92070392026277, 18.602718631963945, 35.6684183236497, 21.101201171850235, 38.379470056736885, 41.43071379423614, 31.274771454936754, 19.877888477489932, 33.28764893028945, 34.895142227929185, 39.255192777732134, 33.29803756595, 22.146635505974473, 42.63501904585607, 26.99493752203523, 22.81262777264645, 33.78987499373551, 31.916241273835304, 30.04140032266198, 18.547073652538423, 40.913627901103325, 26.468153914280553, 23.580993027180902, 18.84446120253575, 20.368551478394576, 38.53465791483714, 25.39945406655653, 19.312630743318252, 19.678397197864612, 24.019062069509182, 32.697958571954494, 28.861359452707347, 26.824492952096346, 33.58553212383678, 25.96367799298919, 30.661876089664098, 18.688375954126442, 21.40434516665269, 29.298611565557287, 22.405157681172415, 33.239997016888864, 24.70016379313563, 21.459885208417393, 21.84002569114903, 38.34456057552425, 31.287417920771652, 22.250955202154493, 28.092929943678666, 25.67855317605376, 20.763236981062576, 22.32402737453316, 21.018956408350476, 30.62177834719043, 28.777716296245586, 24.2362387331608, 32.16424198842067, 18.999077459716908, 19.635210223260916, 20.903899164487175, 31.1935615956061, 39.1650311251782, 25.040861233557585, 32.186165898601914, 33.09267884284591, 42.38424731397513, 32.732513844036085, 28.66226534897955, 25.078646058584503, 18.526560604151015, 21.086239890031862, 31.130388926149116, 26.573213681351923, 32.91696652077172, 35.025968546786174, 18.618773818639465, 37.155098920227005, 21.72173691350906, 40.22789648622913, 34.923876159676865, 21.95167318402473, 27.713952387961562, 35.84724308506934, 36.27120326402428, 19.733406887712185, 42.09259658874268, 28.93660749948715, 27.43740904855708, 30.92028791795034, 37.00366249152182, 41.42676107476039, 26.84354125560828, 42.90496474601022, 22.499258240566306, 40.96994368744109, 32.342924055228124, 66.2598749047348, 26.527846063401533, 45.47261659422787, 62.83990137462839, 66.28202760679326, 70.95672800751046, 55.60763058527744, 29.976284095938357, 26.426816731718386, 29.986648732926678, 27.99236437165782, 66.68443249793962, 69.73892651787347, 53.43451023158689, 66.84385050797366, 23.26036202062042, 31.593951282646707, 52.94155920887352, 33.88197652365156, 65.98550860383553, 37.59887033007006, 47.66787762250496, 47.515963262194546, 29.15184381517138, 37.83777981712548, 65.05933333124047, 49.00705238360156, 33.693283171890734, 32.50203148578211, 22.344341479225058, 54.31813625396108, 26.98059822514754, 32.94624837729, 41.16195653990169, 22.11565049003941, 58.48075279705895, 38.02455815665984, 63.40866188113381, 66.28420262706791, 51.72190271482275, 58.993566448446295, 28.013381392842266, 27.341624717215893, 41.19279351625067, 32.189596954081125, 62.64551871677562, 53.03877672790071, 67.82103443302688, 24.278232032052735, 37.72864678027905, 29.755958053245728, 64.93211264832573, 45.02426974176911, 24.236500064542426, 44.60017287965729, 67.20495265021907, 54.808498840284024, 36.886089710881954, 25.576195843202324, 57.91984363200797, 67.48341586202977, 28.400151256860852, 26.378008361380274, 25.57015785431723, 23.225591913825788, 25.811245352416414, 24.300445187211892, 49.16835858522974, 68.13907868510134, 35.62313338998288, 66.15428772896365, 64.5776179592126, 43.541588763894524, 47.71127208398712, 43.402420018377704, 69.84060096087279, 41.3232204591355, 42.86546266534438, 54.864661243249444, 29.575418784316863, 21.72562594452369, 35.068508753147725, 33.20902609576095, 66.16466206764716, 32.97327187265369, 33.49625696476248, 24.40359443249487, 64.5105408461707, 59.254937358498346, 39.30268036633682, 26.84459403725014, 65.57892480390367, 37.33028540984522, 33.2919247006886, 67.34094496988972, 53.56333120707618, 54.80243612005171, 25.463377407649368, 70.48233641082555, 54.28999967426594, 48.36115463468511, 60.65959801377576, 22.292991617875984, 55.107749577594134, 56.22114540427629, 24.926598574366142, 25.376476389347605, 48.80809245413884, 28.511216079074035, 63.42133771441717, 57.29976173185729, 26.64903396339022, 30.457719198077577, 39.72211582339962, 67.78959923967443, 61.9439290106084, 43.98717910238618, 44.88816677915856, 44.99562535735008, 56.21069601148434, 75.56406438077208, 74.43363656399558, 70.77358038177617, 93.23163633891366, 78.0794596787026, 58.91596031030636, 67.76752167336974, 63.00564988962846, 88.72398501965154, 98.61805557180928, 96.72824022216628, 87.95505068447187, 52.87825370069332, 64.85898212209668, 91.15138791212372, 99.2463984440063, 80.8176892926499, 53.103531612960644, 52.09650238607738, 73.75486887466249, 53.32715627726541, 61.63863703942837, 85.31698980085662, 87.37569837376248, 62.10980394211582, 79.99605864639754, 89.56165471469112, 82.47966362051837, 62.41329374426141, 98.78473988599464, 85.92082230775729, 55.770883080336425, 83.66563027509895, 86.46518739431642, 91.65513808709156, 87.62203843491164, 80.19011805573709, 51.08690836415167, 57.29127672503229, 87.7529501940057, 86.18240530045965, 70.47674605998077, 69.22930955305647, 58.999074675158774, 63.56342718079013, 99.8092934632241, 60.218130213479014, 58.21418754216467, 71.54364264868558, 75.62225346411499, 73.11277111920306, 82.99997457928785, 81.1957234932422, 99.14614544515008, 56.72873498451369, 50.4622547026712, 63.812914597805204, 93.81805610208914, 89.50248515960905, 50.99353738165453, 57.78206762759538, 92.01822853185583, 83.0614123510731, 85.41418205774767, 54.841662913256336, 67.4958161362899, 86.799060741083, 88.1154444173946, 85.48118108026603, 60.49060633492195, 90.3964795627662, 65.91678051987438, 66.88690935895785, 93.33174889266448, 89.2745951173467, 89.50969642294052, 60.723163187789986, 52.50337650332334, 60.705125097705846, 60.21223143811758, 62.417767503380716, 99.44932905664166, 67.45921055191518, 53.64627186582878, 75.84715629941644, 68.59240365309884, 63.90379737966104, 57.06670534967315, 99.8006502089618, 56.93693476499256, 67.24840895033948, 65.62244759233063, 70.54446010882509, 54.303450452027406, 69.81832142103887, 74.80159025199632, 63.69525037639043, 68.56849681276341, 53.58156117942761, 82.64368798164713, 64.48681359462876, 82.30031301374783, 94.44363728534867, 66.10008071910863, 95.14724302618711, 90.44297766990326, 72.85956045698333, 73.01266940007295, 70.74465373329173, 85.07647877707561, 55.688558775641, 99.14136845231752, 90.19440696378616, 58.55215616854261, 66.56704742063503, 51.60836882574117, 50.61165414726356, 60.04438044486138, 74.3727500816301]
      }
    },
    config = {
      "graphType": "Dotplot",
      "graphOrientation": "horizontal",
      "xAxis": ["SHAP value"],
      "groupingFactors": ["Feature"],
      "colorBy": "Feature value",
      "colorSpectrum": ["#2166ac", "#f7f7f7", "#b2182b"],
      "jitter": True,
      "title": "SHAP summary — feature impact",
      "xAxisTitle": "SHAP value (impact on model output)",
      "showLegend": True,
      "showTransition": False
    },
    width = 600,
    height = 600
  )

  # Display the chart in its own Web page
  show_in_browser(chart)

Run this notebook:

from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import graph

graph(
  CanvasXpress(
    render_to = "dotplot16",
    data = {
      "y": {
        "vars": ["SHAP value"],
        "smps": ["p0_0", "p0_1", "p0_2", "p0_3", "p0_4", "p0_5", "p0_6", "p0_7", "p0_8", "p0_9", "p0_10", "p0_11", "p0_12", "p0_13", "p0_14", "p0_15", "p0_16", "p0_17", "p0_18", "p0_19", "p0_20", "p0_21", "p0_22", "p0_23", "p0_24", "p0_25", "p0_26", "p0_27", "p0_28", "p0_29", "p0_30", "p0_31", "p0_32", "p0_33", "p0_34", "p0_35", "p0_36", "p0_37", "p0_38", "p0_39", "p0_40", "p0_41", "p0_42", "p0_43", "p0_44", "p0_45", "p0_46", "p0_47", "p0_48", "p0_49", "p0_50", "p0_51", "p0_52", "p0_53", "p0_54", "p0_55", "p0_56", "p0_57", "p0_58", "p0_59", "p0_60", "p0_61", "p0_62", "p0_63", "p0_64", "p0_65", "p0_66", "p0_67", "p0_68", "p0_69", "p0_70", "p0_71", "p0_72", "p0_73", "p0_74", "p0_75", "p0_76", "p0_77", "p0_78", "p0_79", "p0_80", "p0_81", "p0_82", "p0_83", "p0_84", "p0_85", "p0_86", "p0_87", "p0_88", "p0_89", "p0_90", "p0_91", "p0_92", "p0_93", "p0_94", "p0_95", "p0_96", "p0_97", "p0_98", "p0_99", "p0_100", "p0_101", "p0_102", "p0_103", "p0_104", "p0_105", "p0_106", "p0_107", "p0_108", "p0_109", "p0_110", "p0_111", "p0_112", "p0_113", "p0_114", "p0_115", "p0_116", "p0_117", "p0_118", "p0_119", "p1_0", "p1_1", "p1_2", "p1_3", "p1_4", "p1_5", "p1_6", "p1_7", "p1_8", "p1_9", "p1_10", "p1_11", "p1_12", "p1_13", "p1_14", "p1_15", "p1_16", "p1_17", "p1_18", "p1_19", "p1_20", "p1_21", "p1_22", "p1_23", "p1_24", "p1_25", "p1_26", "p1_27", "p1_28", "p1_29", "p1_30", "p1_31", "p1_32", "p1_33", "p1_34", "p1_35", "p1_36", "p1_37", "p1_38", "p1_39", "p1_40", "p1_41", "p1_42", "p1_43", "p1_44", "p1_45", "p1_46", "p1_47", "p1_48", "p1_49", "p1_50", "p1_51", "p1_52", "p1_53", "p1_54", "p1_55", "p1_56", "p1_57", "p1_58", "p1_59", "p1_60", "p1_61", "p1_62", "p1_63", "p1_64", "p1_65", "p1_66", "p1_67", "p1_68", "p1_69", "p1_70", "p1_71", "p1_72", "p1_73", "p1_74", "p1_75", "p1_76", "p1_77", "p1_78", "p1_79", "p1_80", "p1_81", "p1_82", "p1_83", "p1_84", "p1_85", "p1_86", "p1_87", "p1_88", "p1_89", "p1_90", "p1_91", "p1_92", "p1_93", "p1_94", "p1_95", "p1_96", "p1_97", "p1_98", "p1_99", "p1_100", "p1_101", "p1_102", "p1_103", "p1_104", "p1_105", "p1_106", "p1_107", "p1_108", "p1_109", "p1_110", "p1_111", "p1_112", "p1_113", "p1_114", "p1_115", "p1_116", "p1_117", "p1_118", "p1_119", "p2_0", "p2_1", "p2_2", "p2_3", "p2_4", "p2_5", "p2_6", "p2_7", "p2_8", "p2_9", "p2_10", "p2_11", "p2_12", "p2_13", "p2_14", "p2_15", "p2_16", "p2_17", "p2_18", "p2_19", "p2_20", "p2_21", "p2_22", "p2_23", "p2_24", "p2_25", "p2_26", "p2_27", "p2_28", "p2_29", "p2_30", "p2_31", "p2_32", "p2_33", "p2_34", "p2_35", "p2_36", "p2_37", "p2_38", "p2_39", "p2_40", "p2_41", "p2_42", "p2_43", "p2_44", "p2_45", "p2_46", "p2_47", "p2_48", "p2_49", "p2_50", "p2_51", "p2_52", "p2_53", "p2_54", "p2_55", "p2_56", "p2_57", "p2_58", "p2_59", "p2_60", "p2_61", "p2_62", "p2_63", "p2_64", "p2_65", "p2_66", "p2_67", "p2_68", "p2_69", "p2_70", "p2_71", "p2_72", "p2_73", "p2_74", "p2_75", "p2_76", "p2_77", "p2_78", "p2_79", "p2_80", "p2_81", "p2_82", "p2_83", "p2_84", "p2_85", "p2_86", "p2_87", "p2_88", "p2_89", "p2_90", "p2_91", "p2_92", "p2_93", "p2_94", "p2_95", "p2_96", "p2_97", "p2_98", "p2_99", "p2_100", "p2_101", "p2_102", "p2_103", "p2_104", "p2_105", "p2_106", "p2_107", "p2_108", "p2_109", "p2_110", "p2_111", "p2_112", "p2_113", "p2_114", "p2_115", "p2_116", "p2_117", "p2_118", "p2_119", "p3_0", "p3_1", "p3_2", "p3_3", "p3_4", "p3_5", "p3_6", "p3_7", "p3_8", "p3_9", "p3_10", "p3_11", "p3_12", "p3_13", "p3_14", "p3_15", "p3_16", "p3_17", "p3_18", "p3_19", "p3_20", "p3_21", "p3_22", "p3_23", "p3_24", "p3_25", "p3_26", "p3_27", "p3_28", "p3_29", "p3_30", "p3_31", "p3_32", "p3_33", "p3_34", "p3_35", "p3_36", "p3_37", "p3_38", "p3_39", "p3_40", "p3_41", "p3_42", "p3_43", "p3_44", "p3_45", "p3_46", "p3_47", "p3_48", "p3_49", "p3_50", "p3_51", "p3_52", "p3_53", "p3_54", "p3_55", "p3_56", "p3_57", "p3_58", "p3_59", "p3_60", "p3_61", "p3_62", "p3_63", "p3_64", "p3_65", "p3_66", "p3_67", "p3_68", "p3_69", "p3_70", "p3_71", "p3_72", "p3_73", "p3_74", "p3_75", "p3_76", "p3_77", "p3_78", "p3_79", "p3_80", "p3_81", "p3_82", "p3_83", "p3_84", "p3_85", "p3_86", "p3_87", "p3_88", "p3_89", "p3_90", "p3_91", "p3_92", "p3_93", "p3_94", "p3_95", "p3_96", "p3_97", "p3_98", "p3_99", "p3_100", "p3_101", "p3_102", "p3_103", "p3_104", "p3_105", "p3_106", "p3_107", "p3_108", "p3_109", "p3_110", "p3_111", "p3_112", "p3_113", "p3_114", "p3_115", "p3_116", "p3_117", "p3_118", "p3_119"],
        "data": [
          [-0.226761361372037, -0.12949317689445813, 0.35792965429081913, 0.35592991577728017, 0.2516162052219028, -0.17995150612918828, 0.2319405170896255, 0.10268958560471542, -0.03739220920453419, 0.5263858988755479, -0.209001309424835, 0.1827854726075167, 0.5464355293481005, 0.21223891549459775, -0.14569582838417056, -0.09085766102028958, 0.5136248956362129, 0.1809259454229475, 0.3203635879761063, 0.08620513063719151, 0.5276422830352955, 0.41361311991464283, 0.40256186798743987, 0.5284508588103618, 0.09859466287555381, -0.18120497547274916, -0.18902968686895744, 0.38756858018345336, 0.08515365403316566, 0.42679708504615643, -0.11530134821576206, -0.2212856693399219, -0.055104947113966365, 0.5544957722676392, 0.14279751950552472, 0.1172986263265639, -0.20582843284225436, 0.44240343524295356, -0.2174118622726177, 0.5077344706527578, 0.5015037333174472, 0.32662596811303324, -0.20666427201555046, 0.05219483605087132, 0.02138277711651484, -0.1903962253453924, -0.21050538461810653, -0.2127285256528055, 0.20931250796526066, -0.15371337243508187, -0.18347291716260716, 0.3179768135146586, 0.11768787002764314, 0.31896291537947624, 0.5032261502088805, 0.24592495333358283, 0.16106457283447884, -0.09601093736512732, 0.3696254500405243, -0.16064568531107112, -0.15611845196264793, -0.12161281423568204, -0.09688029232754612, 0.292184919920523, 0.11081412887335405, 0.38900289723708487, 0.45030292603804656, 0.09303278674652771, 0.15634426323521972, 0.004888316565003725, -0.12609806280403357, 0.26626982354048107, 0.544380609874966, 0.4579082410058076, 0.10295571171865397, 0.21005654625901848, -0.21615797667560224, 0.5438427344540921, 0.3077078384443937, -0.02906248784264878, -0.03063130865791197, -0.005986124686627781, 0.24461824923408373, 0.024410411316939176, -0.052216629108690474, 0.16269407826970192, 0.48734988400937473, 0.36766769749809725, 0.4032848556361648, -0.003913183886165195, -0.04500564453708944, -0.14119888611604564, 0.008665241224802722, -0.1502741511700966, 0.1129894152083201, 0.4804759413066096, 0.1250678623210868, -0.15748869339112487, 0.32943458214994475, 0.2782026690819573, 0.017661699312680978, -0.13819334232103928, 0.5029818317229168, 0.4774667879835184, 0.4865271236872499, -0.20610994708136895, -0.2219092427442424, 0.36335948289587544, 0.0651403056001151, 0.06850702265041178, 0.019690868613969004, 0.10201393419199706, 0.12268766558171458, 0.36290881678360803, 0.3235547913405472, -0.23726879984183877, 0.01513657737505203, -0.15423332582278015, -0.12004500234532318, -0.045532220342115216, 0.16351300524446688, 0.11569056093420654, -0.23326753332728, -0.2495505396691668, 0.18107009951941683, -0.09430447177825124, 0.04502097140165362, -0.10148244816339275, 0.17155735520264837, -0.15995582339880304, 0.11377486352279814, -0.08677009928563284, 0.10062454060463732, 0.22480604843709812, -0.15040009412111582, -0.24543217523314242, 0.07812997968877883, 0.17062143557809, 0.23715626261149364, 0.008678754472371264, -0.12864531547813762, -0.14455457840391756, 0.20356882844868585, 0.13080138259966073, -0.22822720844248295, 0.004392456192828076, -0.06841138314594686, -0.17604485018085858, -0.13860341265308773, -0.19683346709357008, 0.18287764624542208, -0.20961732217322154, 0.19865700077810217, 0.14427269493123607, -0.2461993191803329, 0.03834386981523852, -0.17276770059470647, 0.007267749279991076, -0.1107305970738312, -0.030690216779575785, 0.1847961001465785, 0.08523785316902738, -0.12952312494905766, 0.17479892928421575, -0.026158495970755702, -0.009242930791185988, -0.14424505966207973, -0.11360694784419861, -0.0005658408306394858, -0.13165563041787975, -0.18734911915735836, -0.19511294574183302, -0.08265511282872523, -0.12536208937399174, 5.918424922823906e-05, 0.010868364318030566, 0.1579211622002485, -0.2475601924946495, 0.18933733677548564, -0.11990669226675277, 0.1705577987632526, -0.16746979702560855, -0.1532874564727174, 0.23120203871674794, -0.16061800979523677, 0.22776988347643495, 0.00036574993293669866, 0.18734969392263273, 0.06446125445356166, 0.18951460263964987, -0.1687020230414491, -0.23373617979422023, 0.1584084566702585, 0.20156248870773685, -0.1641244254432629, -0.2135821801732531, -0.11190685443523846, 0.024763925979189028, 0.11155445146033516, 0.08002411752564575, -0.10782896052609858, -0.049394125090751084, 0.05444832132268845, 0.22831976399976278, -0.18665735304482073, 0.24624469419728345, 0.18504951571968242, 0.11848700836648224, -0.18534173538796822, 0.11895852240043969, 0.15347546666039263, -0.08437511225928174, 0.1125839162795581, -0.16007635061338832, 0.04850831652853155, 0.23891604199042737, -0.058390828853081556, -0.03730922740089904, 0.2312909379370891, -0.14577002933246558, 0.01106523106840901, 0.21424760902949658, 0.04919458899292506, 0.21101121162042563, 0.00892737865986526, 0.23194317111447404, 0.13432753974529765, -0.1528660227051442, 0.09719614065838533, 0.14020924657440664, 0.15743040519477997, -0.1475059439864611, 0.038318513587950354, -0.07828227136665311, 0.13870178130868277, 0.1505098589384814, 0.0648529912017487, 0.06988452014951552, 0.11525414098425607, 0.08010981332672812, -0.09380800342374723, -0.08390417952751728, -0.14778296525170428, 0.12251836971939518, -0.06944059982565243, 0.09497508411943337, 0.015368773392145308, -0.1986963686599839, 0.03481402420755293, 0.056592535806985825, 0.17208730532532288, -0.07436745078338709, 0.12479198126824281, -0.14578198173727697, 0.0804241477824712, 0.0940313610721336, 0.15791004824533061, 0.13459446575301529, 0.16591380239916587, -0.1724063877513513, 0.1309699580692069, -0.09952170167443186, -0.1227726897628778, 0.038275226834231416, -0.18373883122956022, -0.13105260193126336, 0.15750635424311393, 0.08099638798238469, 0.1447451855341881, -0.04815641949623242, 0.17439346720470594, 0.14557856553839504, -0.07439148146724804, 0.03259294689566774, -0.1142280911269633, -0.0845139667177989, -0.08842671326304936, 0.13658063682930704, -0.16844924310763468, 0.1864915088442902, 0.0784519437583545, 0.06793168588507777, -0.19885581885567916, -0.13672572737469296, 0.15766853202902006, 0.1727727700084113, -0.061785726411717826, 0.18703483247424213, 0.08264619197489963, 0.0431139820465527, -0.010244355451874344, 0.06849556067124155, -0.09570367831908087, 0.06388388386425699, 0.16580226566869155, 0.09773467190291069, 0.036170948979385775, -0.11254100337027784, 0.013791402283692423, -0.09389338044598992, -0.1612054427498411, -0.006936290082626018, -0.19523848904919514, 0.1525656099496614, -0.007455532488816897, -0.1371512372275412, -0.03423723152604557, 0.07119446265177652, 0.01775595332208022, -0.0642901909423685, 0.14911789046765564, -0.15248128394958155, -0.10931381880032105, -0.15027279114236705, 0.16688345307993804, -0.009250260757232188, 0.09937472316426876, 0.19956519785430055, 0.022897367364275747, -0.09457380026462579, 0.1340987145721598, 0.0971856389931689, 0.18976120827806714, 0.15898720132751493, -0.05370234216670005, -0.04000157850577653, -0.11225585670448252, 0.03811878687350126, -0.18231325604521156, 0.02020251667826094, 0.003599045190244121, -0.063436407555352, 0.19981436912775175, -0.11281013387413515, -0.0792982747565449, -0.04334209102922513, 0.03971917920525665, -0.02461957806012052, -0.034941522415559416, 0.1125182316727551, 0.11305313697319264, -0.12490959220197664, -0.18771312475713398, 0.1914720988057677, -0.08295315987781718, 0.19131822705453075, 0.05838963469833689, -0.019548773051135226, 0.1329161654155466, 0.07153873606138754, 0.092755566698919, 0.0868032422892911, -0.02484757461811973, 0.13847691112127225, -0.19441316411329532, -0.16338148810907335, 0.0984500079552742, -0.11340696516063664, 0.10604101992043335, -0.01746769474359602, -0.10292132119046812, 0.01479624192151438, -0.06717148204306586, 0.0017666611370117657, -0.0457759837028173, -0.10997790143372538, 0.04178192327621516, -0.07623665067476751, 0.05690059017329663, -0.11446364213403024, -0.021630697216117545, -0.07159235453354626, -0.05905785413117548, -0.03860802833624169, 0.011848361889764097, 0.05397614944261675, 0.005739295032979985, -0.005587325053475645, 0.09812110560325599, -0.0021169809569336062, 0.10559722802370694, 0.041741188504895305, 0.12276602220699692, 0.007769133599100531, -0.039795686671717595, 0.09261469365894603, -0.07782430848125707, 0.11262680280161833, 0.031774052085392884, 0.09415196190811709, -0.007741383023930015, 0.10200935997448643, 0.08426554170546999, -0.10339274127817943, -0.03576033044770027, -0.10887149595719378, -0.04683839705308099, -0.0791566229743301, 0.10442205443661803, -0.08199770246798185, -0.04028453746668759, 0.030145335711405735, 0.0867802172181843, 0.00469191253633372, 0.009177837414686585, 0.019642114847924774, 0.06763063872507102, 0.016522351949737668, -0.006182798769131859, -0.08440093526452613, 0.03041818066028243, -0.12347025536419795, -0.056418439236993634, -0.10762388923037006, -0.07946314607589264, 0.020496120662134937, 0.08821402835465891, -0.0726085599305808, 0.05498292488391962, 0.018506633525452343, 0.06058637629643915, -0.028746271113692545, 0.09131252568178783, 0.03209116206235557, 0.05575823596223212, 0.1140694665271752, -0.014304351598573767, -0.08697842567024397, -0.10017984509326003, -0.07484228855972244, -0.03866107219352918, -0.09973269515948269, -0.10180208123998899, -0.08341229492090588, 0.06246776864924386, -0.01688519050155618, -0.07095996121844589, -0.03424822725575627, 0.0011823985913783641, 0.012164217415089773, 0.09327111423506546, -0.08889973205069435, 0.02116399901520985, -0.10557106105124375, 0.0788612567185496, -0.07315740950998595, 0.06262296888894603, 0.01173316417265477, 0.08464312517370279, -0.10572364510475082, 0.07296188250592145, -0.02989672464509105, 0.11573400171247739, -0.02319236268202654, 0.019917912961727374, 0.06420404832856846, 0.034187446400883253, -0.07603775908103894, -0.12298397372394626, 0.0026240795781433957, 0.006727659501530259, -0.08294943083447481, -0.11531592637411459, 0.016502455621517947, 0.1210322144422308, -0.017597783206817125, -0.010821936017602451, 0.11786030913518952, -0.05136867802253198, -0.12348942696797796, -0.035084598717119775, -0.04495180187966158, 0.06040586139624032, 0.11296494269038101, 0.018049458847314293, -0.04340039078009417, 0.047274222407760885, 0.04772285051264266, 0.0385315082583666, 0.06039438769873712]
        ]
      },
      "x": {
        "Feature": ["Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure"],
        "Feature value": [86.79701514854156, 95.81771298138918, 89.75476535813836, 148.26228015094532, 129.8406623131201, 130.67577646173294, 180.9892484458603, 163.91241990311232, 89.51812775580761, 142.12539027481532, 153.54676547005792, 95.4528090696783, 189.71826720470204, 86.76837464833937, 83.9055462339703, 98.40322330515684, 136.58136749051042, 163.61831314095667, 114.04249181817173, 156.09069622118375, 86.2764327204881, 124.77178980552532, 79.11338625503977, 124.09405363314178, 120.36636655097308, 126.44126713004347, 137.52633954683165, 87.45642276939186, 128.63214499753752, 137.29952895088127, 162.19099032522342, 180.05008993277636, 126.51659004764754, 165.14120504515876, 71.95942038684814, 159.57622385286902, 158.44066626229187, 91.82824382767407, 98.65334175443795, 118.07592499253533, 97.71448431075265, 102.94000796324178, 148.4903835739033, 158.76062016418123, 134.46290813580384, 177.54041134729738, 144.40216084278222, 94.49099053096526, 160.9725626946709, 74.57861995830237, 127.01377331971557, 70.12460704959301, 162.58580332663348, 170.7565656224543, 142.6327805767017, 159.7893941768076, 167.2174526429665, 86.09192550422904, 144.40061111840447, 164.7670379574244, 72.43405304483642, 126.72040045942381, 129.40125406929764, 91.14040503544146, 87.76002748445083, 127.4979445916791, 131.30032920508808, 132.3735197504691, 181.72991971058406, 172.71681420427336, 95.44916666854253, 76.3641315407836, 176.4660855524306, 83.76219496771887, 80.41570084209545, 75.48887426479342, 163.8223016770512, 181.94845632744295, 73.90469594525233, 144.27163102654555, 143.33792571775209, 103.63278196065384, 113.02113364065879, 131.76758948025062, 79.20997076331818, 80.03232393911075, 176.22596412441425, 97.52394460979998, 86.94373573245944, 85.91975800609279, 143.13021896272124, 145.60610186176928, 73.83103854819579, 112.33781847388391, 187.4125500279726, 143.9509375531187, 104.26368881621585, 101.05493070735916, 186.9847331643134, 87.41325047990804, 135.15380048826788, 105.35632582893462, 130.68861331666068, 82.25236566611764, 168.52397995948908, 96.37083082233826, 143.1238740472935, 102.36373149494926, 134.66494214832835, 162.61791343836438, 112.5890122492855, 156.6305213455768, 173.61563776337175, 106.85644717949492, 108.89198439559587, 85.5670318285627, 176.69824493827562, 97.21510516824353, 71.22213457877906, 124.60240469101748, 37.46543438961304, 22.09795811590466, 33.1310817790964, 27.81900472767174, 18.89441583988267, 41.63444711176831, 23.5735811487866, 32.73640035043737, 32.65137905762966, 24.420957516295083, 40.28263094798167, 18.730669586105872, 42.77075831589636, 21.132594698454263, 28.611918535209135, 18.453554273862004, 26.211563154910653, 40.60286913419988, 33.59048637468902, 41.49571356194442, 23.329584982791243, 29.332081752184024, 41.98375006528089, 33.13109335660586, 22.998716891112466, 33.51247602798234, 41.92070392026277, 18.602718631963945, 35.6684183236497, 21.101201171850235, 38.379470056736885, 41.43071379423614, 31.274771454936754, 19.877888477489932, 33.28764893028945, 34.895142227929185, 39.255192777732134, 33.29803756595, 22.146635505974473, 42.63501904585607, 26.99493752203523, 22.81262777264645, 33.78987499373551, 31.916241273835304, 30.04140032266198, 18.547073652538423, 40.913627901103325, 26.468153914280553, 23.580993027180902, 18.84446120253575, 20.368551478394576, 38.53465791483714, 25.39945406655653, 19.312630743318252, 19.678397197864612, 24.019062069509182, 32.697958571954494, 28.861359452707347, 26.824492952096346, 33.58553212383678, 25.96367799298919, 30.661876089664098, 18.688375954126442, 21.40434516665269, 29.298611565557287, 22.405157681172415, 33.239997016888864, 24.70016379313563, 21.459885208417393, 21.84002569114903, 38.34456057552425, 31.287417920771652, 22.250955202154493, 28.092929943678666, 25.67855317605376, 20.763236981062576, 22.32402737453316, 21.018956408350476, 30.62177834719043, 28.777716296245586, 24.2362387331608, 32.16424198842067, 18.999077459716908, 19.635210223260916, 20.903899164487175, 31.1935615956061, 39.1650311251782, 25.040861233557585, 32.186165898601914, 33.09267884284591, 42.38424731397513, 32.732513844036085, 28.66226534897955, 25.078646058584503, 18.526560604151015, 21.086239890031862, 31.130388926149116, 26.573213681351923, 32.91696652077172, 35.025968546786174, 18.618773818639465, 37.155098920227005, 21.72173691350906, 40.22789648622913, 34.923876159676865, 21.95167318402473, 27.713952387961562, 35.84724308506934, 36.27120326402428, 19.733406887712185, 42.09259658874268, 28.93660749948715, 27.43740904855708, 30.92028791795034, 37.00366249152182, 41.42676107476039, 26.84354125560828, 42.90496474601022, 22.499258240566306, 40.96994368744109, 32.342924055228124, 66.2598749047348, 26.527846063401533, 45.47261659422787, 62.83990137462839, 66.28202760679326, 70.95672800751046, 55.60763058527744, 29.976284095938357, 26.426816731718386, 29.986648732926678, 27.99236437165782, 66.68443249793962, 69.73892651787347, 53.43451023158689, 66.84385050797366, 23.26036202062042, 31.593951282646707, 52.94155920887352, 33.88197652365156, 65.98550860383553, 37.59887033007006, 47.66787762250496, 47.515963262194546, 29.15184381517138, 37.83777981712548, 65.05933333124047, 49.00705238360156, 33.693283171890734, 32.50203148578211, 22.344341479225058, 54.31813625396108, 26.98059822514754, 32.94624837729, 41.16195653990169, 22.11565049003941, 58.48075279705895, 38.02455815665984, 63.40866188113381, 66.28420262706791, 51.72190271482275, 58.993566448446295, 28.013381392842266, 27.341624717215893, 41.19279351625067, 32.189596954081125, 62.64551871677562, 53.03877672790071, 67.82103443302688, 24.278232032052735, 37.72864678027905, 29.755958053245728, 64.93211264832573, 45.02426974176911, 24.236500064542426, 44.60017287965729, 67.20495265021907, 54.808498840284024, 36.886089710881954, 25.576195843202324, 57.91984363200797, 67.48341586202977, 28.400151256860852, 26.378008361380274, 25.57015785431723, 23.225591913825788, 25.811245352416414, 24.300445187211892, 49.16835858522974, 68.13907868510134, 35.62313338998288, 66.15428772896365, 64.5776179592126, 43.541588763894524, 47.71127208398712, 43.402420018377704, 69.84060096087279, 41.3232204591355, 42.86546266534438, 54.864661243249444, 29.575418784316863, 21.72562594452369, 35.068508753147725, 33.20902609576095, 66.16466206764716, 32.97327187265369, 33.49625696476248, 24.40359443249487, 64.5105408461707, 59.254937358498346, 39.30268036633682, 26.84459403725014, 65.57892480390367, 37.33028540984522, 33.2919247006886, 67.34094496988972, 53.56333120707618, 54.80243612005171, 25.463377407649368, 70.48233641082555, 54.28999967426594, 48.36115463468511, 60.65959801377576, 22.292991617875984, 55.107749577594134, 56.22114540427629, 24.926598574366142, 25.376476389347605, 48.80809245413884, 28.511216079074035, 63.42133771441717, 57.29976173185729, 26.64903396339022, 30.457719198077577, 39.72211582339962, 67.78959923967443, 61.9439290106084, 43.98717910238618, 44.88816677915856, 44.99562535735008, 56.21069601148434, 75.56406438077208, 74.43363656399558, 70.77358038177617, 93.23163633891366, 78.0794596787026, 58.91596031030636, 67.76752167336974, 63.00564988962846, 88.72398501965154, 98.61805557180928, 96.72824022216628, 87.95505068447187, 52.87825370069332, 64.85898212209668, 91.15138791212372, 99.2463984440063, 80.8176892926499, 53.103531612960644, 52.09650238607738, 73.75486887466249, 53.32715627726541, 61.63863703942837, 85.31698980085662, 87.37569837376248, 62.10980394211582, 79.99605864639754, 89.56165471469112, 82.47966362051837, 62.41329374426141, 98.78473988599464, 85.92082230775729, 55.770883080336425, 83.66563027509895, 86.46518739431642, 91.65513808709156, 87.62203843491164, 80.19011805573709, 51.08690836415167, 57.29127672503229, 87.7529501940057, 86.18240530045965, 70.47674605998077, 69.22930955305647, 58.999074675158774, 63.56342718079013, 99.8092934632241, 60.218130213479014, 58.21418754216467, 71.54364264868558, 75.62225346411499, 73.11277111920306, 82.99997457928785, 81.1957234932422, 99.14614544515008, 56.72873498451369, 50.4622547026712, 63.812914597805204, 93.81805610208914, 89.50248515960905, 50.99353738165453, 57.78206762759538, 92.01822853185583, 83.0614123510731, 85.41418205774767, 54.841662913256336, 67.4958161362899, 86.799060741083, 88.1154444173946, 85.48118108026603, 60.49060633492195, 90.3964795627662, 65.91678051987438, 66.88690935895785, 93.33174889266448, 89.2745951173467, 89.50969642294052, 60.723163187789986, 52.50337650332334, 60.705125097705846, 60.21223143811758, 62.417767503380716, 99.44932905664166, 67.45921055191518, 53.64627186582878, 75.84715629941644, 68.59240365309884, 63.90379737966104, 57.06670534967315, 99.8006502089618, 56.93693476499256, 67.24840895033948, 65.62244759233063, 70.54446010882509, 54.303450452027406, 69.81832142103887, 74.80159025199632, 63.69525037639043, 68.56849681276341, 53.58156117942761, 82.64368798164713, 64.48681359462876, 82.30031301374783, 94.44363728534867, 66.10008071910863, 95.14724302618711, 90.44297766990326, 72.85956045698333, 73.01266940007295, 70.74465373329173, 85.07647877707561, 55.688558775641, 99.14136845231752, 90.19440696378616, 58.55215616854261, 66.56704742063503, 51.60836882574117, 50.61165414726356, 60.04438044486138, 74.3727500816301]
      }
    },
    config = {
      "graphType": "Dotplot",
      "graphOrientation": "horizontal",
      "xAxis": ["SHAP value"],
      "groupingFactors": ["Feature"],
      "colorBy": "Feature value",
      "colorSpectrum": ["#2166ac", "#f7f7f7", "#b2182b"],
      "jitter": True,
      "title": "SHAP summary — feature impact",
      "xAxisTitle": "SHAP value (impact on model output)",
      "showLegend": True,
      "showTransition": False
    },
    width = 600,
    height = 600
  )
)

using CanvasXpress

canvasxpress(Dict(
  "y" => Dict(
    "vars" => ["SHAP value"],
    "smps" => ["p0_0", "p0_1", "p0_2", "p0_3", "p0_4", "p0_5", "p0_6", "p0_7", "p0_8", "p0_9", "p0_10", "p0_11", "p0_12", "p0_13", "p0_14", "p0_15", "p0_16", "p0_17", "p0_18", "p0_19", "p0_20", "p0_21", "p0_22", "p0_23", "p0_24", "p0_25", "p0_26", "p0_27", "p0_28", "p0_29", "p0_30", "p0_31", "p0_32", "p0_33", "p0_34", "p0_35", "p0_36", "p0_37", "p0_38", "p0_39", "p0_40", "p0_41", "p0_42", "p0_43", "p0_44", "p0_45", "p0_46", "p0_47", "p0_48", "p0_49", "p0_50", "p0_51", "p0_52", "p0_53", "p0_54", "p0_55", "p0_56", "p0_57", "p0_58", "p0_59", "p0_60", "p0_61", "p0_62", "p0_63", "p0_64", "p0_65", "p0_66", "p0_67", "p0_68", "p0_69", "p0_70", "p0_71", "p0_72", "p0_73", "p0_74", "p0_75", "p0_76", "p0_77", "p0_78", "p0_79", "p0_80", "p0_81", "p0_82", "p0_83", "p0_84", "p0_85", "p0_86", "p0_87", "p0_88", "p0_89", "p0_90", "p0_91", "p0_92", "p0_93", "p0_94", "p0_95", "p0_96", "p0_97", "p0_98", "p0_99", "p0_100", "p0_101", "p0_102", "p0_103", "p0_104", "p0_105", "p0_106", "p0_107", "p0_108", "p0_109", "p0_110", "p0_111", "p0_112", "p0_113", "p0_114", "p0_115", "p0_116", "p0_117", "p0_118", "p0_119", "p1_0", "p1_1", "p1_2", "p1_3", "p1_4", "p1_5", "p1_6", "p1_7", "p1_8", "p1_9", "p1_10", "p1_11", "p1_12", "p1_13", "p1_14", "p1_15", "p1_16", "p1_17", "p1_18", "p1_19", "p1_20", "p1_21", "p1_22", "p1_23", "p1_24", "p1_25", "p1_26", "p1_27", "p1_28", "p1_29", "p1_30", "p1_31", "p1_32", "p1_33", "p1_34", "p1_35", "p1_36", "p1_37", "p1_38", "p1_39", "p1_40", "p1_41", "p1_42", "p1_43", "p1_44", "p1_45", "p1_46", "p1_47", "p1_48", "p1_49", "p1_50", "p1_51", "p1_52", "p1_53", "p1_54", "p1_55", "p1_56", "p1_57", "p1_58", "p1_59", "p1_60", "p1_61", "p1_62", "p1_63", "p1_64", "p1_65", "p1_66", "p1_67", "p1_68", "p1_69", "p1_70", "p1_71", "p1_72", "p1_73", "p1_74", "p1_75", "p1_76", "p1_77", "p1_78", "p1_79", "p1_80", "p1_81", "p1_82", "p1_83", "p1_84", "p1_85", "p1_86", "p1_87", "p1_88", "p1_89", "p1_90", "p1_91", "p1_92", "p1_93", "p1_94", "p1_95", "p1_96", "p1_97", "p1_98", "p1_99", "p1_100", "p1_101", "p1_102", "p1_103", "p1_104", "p1_105", "p1_106", "p1_107", "p1_108", "p1_109", "p1_110", "p1_111", "p1_112", "p1_113", "p1_114", "p1_115", "p1_116", "p1_117", "p1_118", "p1_119", "p2_0", "p2_1", "p2_2", "p2_3", "p2_4", "p2_5", "p2_6", "p2_7", "p2_8", "p2_9", "p2_10", "p2_11", "p2_12", "p2_13", "p2_14", "p2_15", "p2_16", "p2_17", "p2_18", "p2_19", "p2_20", "p2_21", "p2_22", "p2_23", "p2_24", "p2_25", "p2_26", "p2_27", "p2_28", "p2_29", "p2_30", "p2_31", "p2_32", "p2_33", "p2_34", "p2_35", "p2_36", "p2_37", "p2_38", "p2_39", "p2_40", "p2_41", "p2_42", "p2_43", "p2_44", "p2_45", "p2_46", "p2_47", "p2_48", "p2_49", "p2_50", "p2_51", "p2_52", "p2_53", "p2_54", "p2_55", "p2_56", "p2_57", "p2_58", "p2_59", "p2_60", "p2_61", "p2_62", "p2_63", "p2_64", "p2_65", "p2_66", "p2_67", "p2_68", "p2_69", "p2_70", "p2_71", "p2_72", "p2_73", "p2_74", "p2_75", "p2_76", "p2_77", "p2_78", "p2_79", "p2_80", "p2_81", "p2_82", "p2_83", "p2_84", "p2_85", "p2_86", "p2_87", "p2_88", "p2_89", "p2_90", "p2_91", "p2_92", "p2_93", "p2_94", "p2_95", "p2_96", "p2_97", "p2_98", "p2_99", "p2_100", "p2_101", "p2_102", "p2_103", "p2_104", "p2_105", "p2_106", "p2_107", "p2_108", "p2_109", "p2_110", "p2_111", "p2_112", "p2_113", "p2_114", "p2_115", "p2_116", "p2_117", "p2_118", "p2_119", "p3_0", "p3_1", "p3_2", "p3_3", "p3_4", "p3_5", "p3_6", "p3_7", "p3_8", "p3_9", "p3_10", "p3_11", "p3_12", "p3_13", "p3_14", "p3_15", "p3_16", "p3_17", "p3_18", "p3_19", "p3_20", "p3_21", "p3_22", "p3_23", "p3_24", "p3_25", "p3_26", "p3_27", "p3_28", "p3_29", "p3_30", "p3_31", "p3_32", "p3_33", "p3_34", "p3_35", "p3_36", "p3_37", "p3_38", "p3_39", "p3_40", "p3_41", "p3_42", "p3_43", "p3_44", "p3_45", "p3_46", "p3_47", "p3_48", "p3_49", "p3_50", "p3_51", "p3_52", "p3_53", "p3_54", "p3_55", "p3_56", "p3_57", "p3_58", "p3_59", "p3_60", "p3_61", "p3_62", "p3_63", "p3_64", "p3_65", "p3_66", "p3_67", "p3_68", "p3_69", "p3_70", "p3_71", "p3_72", "p3_73", "p3_74", "p3_75", "p3_76", "p3_77", "p3_78", "p3_79", "p3_80", "p3_81", "p3_82", "p3_83", "p3_84", "p3_85", "p3_86", "p3_87", "p3_88", "p3_89", "p3_90", "p3_91", "p3_92", "p3_93", "p3_94", "p3_95", "p3_96", "p3_97", "p3_98", "p3_99", "p3_100", "p3_101", "p3_102", "p3_103", "p3_104", "p3_105", "p3_106", "p3_107", "p3_108", "p3_109", "p3_110", "p3_111", "p3_112", "p3_113", "p3_114", "p3_115", "p3_116", "p3_117", "p3_118", "p3_119"],
    "data" => [
      [-0.226761361372037, -0.12949317689445813, 0.35792965429081913, 0.35592991577728017, 0.2516162052219028, -0.17995150612918828, 0.2319405170896255, 0.10268958560471542, -0.03739220920453419, 0.5263858988755479, -0.209001309424835, 0.1827854726075167, 0.5464355293481005, 0.21223891549459775, -0.14569582838417056, -0.09085766102028958, 0.5136248956362129, 0.1809259454229475, 0.3203635879761063, 0.08620513063719151, 0.5276422830352955, 0.41361311991464283, 0.40256186798743987, 0.5284508588103618, 0.09859466287555381, -0.18120497547274916, -0.18902968686895744, 0.38756858018345336, 0.08515365403316566, 0.42679708504615643, -0.11530134821576206, -0.2212856693399219, -0.055104947113966365, 0.5544957722676392, 0.14279751950552472, 0.1172986263265639, -0.20582843284225436, 0.44240343524295356, -0.2174118622726177, 0.5077344706527578, 0.5015037333174472, 0.32662596811303324, -0.20666427201555046, 0.05219483605087132, 0.02138277711651484, -0.1903962253453924, -0.21050538461810653, -0.2127285256528055, 0.20931250796526066, -0.15371337243508187, -0.18347291716260716, 0.3179768135146586, 0.11768787002764314, 0.31896291537947624, 0.5032261502088805, 0.24592495333358283, 0.16106457283447884, -0.09601093736512732, 0.3696254500405243, -0.16064568531107112, -0.15611845196264793, -0.12161281423568204, -0.09688029232754612, 0.292184919920523, 0.11081412887335405, 0.38900289723708487, 0.45030292603804656, 0.09303278674652771, 0.15634426323521972, 0.004888316565003725, -0.12609806280403357, 0.26626982354048107, 0.544380609874966, 0.4579082410058076, 0.10295571171865397, 0.21005654625901848, -0.21615797667560224, 0.5438427344540921, 0.3077078384443937, -0.02906248784264878, -0.03063130865791197, -0.005986124686627781, 0.24461824923408373, 0.024410411316939176, -0.052216629108690474, 0.16269407826970192, 0.48734988400937473, 0.36766769749809725, 0.4032848556361648, -0.003913183886165195, -0.04500564453708944, -0.14119888611604564, 0.008665241224802722, -0.1502741511700966, 0.1129894152083201, 0.4804759413066096, 0.1250678623210868, -0.15748869339112487, 0.32943458214994475, 0.2782026690819573, 0.017661699312680978, -0.13819334232103928, 0.5029818317229168, 0.4774667879835184, 0.4865271236872499, -0.20610994708136895, -0.2219092427442424, 0.36335948289587544, 0.0651403056001151, 0.06850702265041178, 0.019690868613969004, 0.10201393419199706, 0.12268766558171458, 0.36290881678360803, 0.3235547913405472, -0.23726879984183877, 0.01513657737505203, -0.15423332582278015, -0.12004500234532318, -0.045532220342115216, 0.16351300524446688, 0.11569056093420654, -0.23326753332728, -0.2495505396691668, 0.18107009951941683, -0.09430447177825124, 0.04502097140165362, -0.10148244816339275, 0.17155735520264837, -0.15995582339880304, 0.11377486352279814, -0.08677009928563284, 0.10062454060463732, 0.22480604843709812, -0.15040009412111582, -0.24543217523314242, 0.07812997968877883, 0.17062143557809, 0.23715626261149364, 0.008678754472371264, -0.12864531547813762, -0.14455457840391756, 0.20356882844868585, 0.13080138259966073, -0.22822720844248295, 0.004392456192828076, -0.06841138314594686, -0.17604485018085858, -0.13860341265308773, -0.19683346709357008, 0.18287764624542208, -0.20961732217322154, 0.19865700077810217, 0.14427269493123607, -0.2461993191803329, 0.03834386981523852, -0.17276770059470647, 0.007267749279991076, -0.1107305970738312, -0.030690216779575785, 0.1847961001465785, 0.08523785316902738, -0.12952312494905766, 0.17479892928421575, -0.026158495970755702, -0.009242930791185988, -0.14424505966207973, -0.11360694784419861, -0.0005658408306394858, -0.13165563041787975, -0.18734911915735836, -0.19511294574183302, -0.08265511282872523, -0.12536208937399174, 5.918424922823906e-05, 0.010868364318030566, 0.1579211622002485, -0.2475601924946495, 0.18933733677548564, -0.11990669226675277, 0.1705577987632526, -0.16746979702560855, -0.1532874564727174, 0.23120203871674794, -0.16061800979523677, 0.22776988347643495, 0.00036574993293669866, 0.18734969392263273, 0.06446125445356166, 0.18951460263964987, -0.1687020230414491, -0.23373617979422023, 0.1584084566702585, 0.20156248870773685, -0.1641244254432629, -0.2135821801732531, -0.11190685443523846, 0.024763925979189028, 0.11155445146033516, 0.08002411752564575, -0.10782896052609858, -0.049394125090751084, 0.05444832132268845, 0.22831976399976278, -0.18665735304482073, 0.24624469419728345, 0.18504951571968242, 0.11848700836648224, -0.18534173538796822, 0.11895852240043969, 0.15347546666039263, -0.08437511225928174, 0.1125839162795581, -0.16007635061338832, 0.04850831652853155, 0.23891604199042737, -0.058390828853081556, -0.03730922740089904, 0.2312909379370891, -0.14577002933246558, 0.01106523106840901, 0.21424760902949658, 0.04919458899292506, 0.21101121162042563, 0.00892737865986526, 0.23194317111447404, 0.13432753974529765, -0.1528660227051442, 0.09719614065838533, 0.14020924657440664, 0.15743040519477997, -0.1475059439864611, 0.038318513587950354, -0.07828227136665311, 0.13870178130868277, 0.1505098589384814, 0.0648529912017487, 0.06988452014951552, 0.11525414098425607, 0.08010981332672812, -0.09380800342374723, -0.08390417952751728, -0.14778296525170428, 0.12251836971939518, -0.06944059982565243, 0.09497508411943337, 0.015368773392145308, -0.1986963686599839, 0.03481402420755293, 0.056592535806985825, 0.17208730532532288, -0.07436745078338709, 0.12479198126824281, -0.14578198173727697, 0.0804241477824712, 0.0940313610721336, 0.15791004824533061, 0.13459446575301529, 0.16591380239916587, -0.1724063877513513, 0.1309699580692069, -0.09952170167443186, -0.1227726897628778, 0.038275226834231416, -0.18373883122956022, -0.13105260193126336, 0.15750635424311393, 0.08099638798238469, 0.1447451855341881, -0.04815641949623242, 0.17439346720470594, 0.14557856553839504, -0.07439148146724804, 0.03259294689566774, -0.1142280911269633, -0.0845139667177989, -0.08842671326304936, 0.13658063682930704, -0.16844924310763468, 0.1864915088442902, 0.0784519437583545, 0.06793168588507777, -0.19885581885567916, -0.13672572737469296, 0.15766853202902006, 0.1727727700084113, -0.061785726411717826, 0.18703483247424213, 0.08264619197489963, 0.0431139820465527, -0.010244355451874344, 0.06849556067124155, -0.09570367831908087, 0.06388388386425699, 0.16580226566869155, 0.09773467190291069, 0.036170948979385775, -0.11254100337027784, 0.013791402283692423, -0.09389338044598992, -0.1612054427498411, -0.006936290082626018, -0.19523848904919514, 0.1525656099496614, -0.007455532488816897, -0.1371512372275412, -0.03423723152604557, 0.07119446265177652, 0.01775595332208022, -0.0642901909423685, 0.14911789046765564, -0.15248128394958155, -0.10931381880032105, -0.15027279114236705, 0.16688345307993804, -0.009250260757232188, 0.09937472316426876, 0.19956519785430055, 0.022897367364275747, -0.09457380026462579, 0.1340987145721598, 0.0971856389931689, 0.18976120827806714, 0.15898720132751493, -0.05370234216670005, -0.04000157850577653, -0.11225585670448252, 0.03811878687350126, -0.18231325604521156, 0.02020251667826094, 0.003599045190244121, -0.063436407555352, 0.19981436912775175, -0.11281013387413515, -0.0792982747565449, -0.04334209102922513, 0.03971917920525665, -0.02461957806012052, -0.034941522415559416, 0.1125182316727551, 0.11305313697319264, -0.12490959220197664, -0.18771312475713398, 0.1914720988057677, -0.08295315987781718, 0.19131822705453075, 0.05838963469833689, -0.019548773051135226, 0.1329161654155466, 0.07153873606138754, 0.092755566698919, 0.0868032422892911, -0.02484757461811973, 0.13847691112127225, -0.19441316411329532, -0.16338148810907335, 0.0984500079552742, -0.11340696516063664, 0.10604101992043335, -0.01746769474359602, -0.10292132119046812, 0.01479624192151438, -0.06717148204306586, 0.0017666611370117657, -0.0457759837028173, -0.10997790143372538, 0.04178192327621516, -0.07623665067476751, 0.05690059017329663, -0.11446364213403024, -0.021630697216117545, -0.07159235453354626, -0.05905785413117548, -0.03860802833624169, 0.011848361889764097, 0.05397614944261675, 0.005739295032979985, -0.005587325053475645, 0.09812110560325599, -0.0021169809569336062, 0.10559722802370694, 0.041741188504895305, 0.12276602220699692, 0.007769133599100531, -0.039795686671717595, 0.09261469365894603, -0.07782430848125707, 0.11262680280161833, 0.031774052085392884, 0.09415196190811709, -0.007741383023930015, 0.10200935997448643, 0.08426554170546999, -0.10339274127817943, -0.03576033044770027, -0.10887149595719378, -0.04683839705308099, -0.0791566229743301, 0.10442205443661803, -0.08199770246798185, -0.04028453746668759, 0.030145335711405735, 0.0867802172181843, 0.00469191253633372, 0.009177837414686585, 0.019642114847924774, 0.06763063872507102, 0.016522351949737668, -0.006182798769131859, -0.08440093526452613, 0.03041818066028243, -0.12347025536419795, -0.056418439236993634, -0.10762388923037006, -0.07946314607589264, 0.020496120662134937, 0.08821402835465891, -0.0726085599305808, 0.05498292488391962, 0.018506633525452343, 0.06058637629643915, -0.028746271113692545, 0.09131252568178783, 0.03209116206235557, 0.05575823596223212, 0.1140694665271752, -0.014304351598573767, -0.08697842567024397, -0.10017984509326003, -0.07484228855972244, -0.03866107219352918, -0.09973269515948269, -0.10180208123998899, -0.08341229492090588, 0.06246776864924386, -0.01688519050155618, -0.07095996121844589, -0.03424822725575627, 0.0011823985913783641, 0.012164217415089773, 0.09327111423506546, -0.08889973205069435, 0.02116399901520985, -0.10557106105124375, 0.0788612567185496, -0.07315740950998595, 0.06262296888894603, 0.01173316417265477, 0.08464312517370279, -0.10572364510475082, 0.07296188250592145, -0.02989672464509105, 0.11573400171247739, -0.02319236268202654, 0.019917912961727374, 0.06420404832856846, 0.034187446400883253, -0.07603775908103894, -0.12298397372394626, 0.0026240795781433957, 0.006727659501530259, -0.08294943083447481, -0.11531592637411459, 0.016502455621517947, 0.1210322144422308, -0.017597783206817125, -0.010821936017602451, 0.11786030913518952, -0.05136867802253198, -0.12348942696797796, -0.035084598717119775, -0.04495180187966158, 0.06040586139624032, 0.11296494269038101, 0.018049458847314293, -0.04340039078009417, 0.047274222407760885, 0.04772285051264266, 0.0385315082583666, 0.06039438769873712]
    ]
  ),
  "x" => Dict(
    "Feature" => ["Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "Glucose", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "BMI", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "Age", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure", "BloodPressure"],
    "Feature value" => [86.79701514854156, 95.81771298138918, 89.75476535813836, 148.26228015094532, 129.8406623131201, 130.67577646173294, 180.9892484458603, 163.91241990311232, 89.51812775580761, 142.12539027481532, 153.54676547005792, 95.4528090696783, 189.71826720470204, 86.76837464833937, 83.9055462339703, 98.40322330515684, 136.58136749051042, 163.61831314095667, 114.04249181817173, 156.09069622118375, 86.2764327204881, 124.77178980552532, 79.11338625503977, 124.09405363314178, 120.36636655097308, 126.44126713004347, 137.52633954683165, 87.45642276939186, 128.63214499753752, 137.29952895088127, 162.19099032522342, 180.05008993277636, 126.51659004764754, 165.14120504515876, 71.95942038684814, 159.57622385286902, 158.44066626229187, 91.82824382767407, 98.65334175443795, 118.07592499253533, 97.71448431075265, 102.94000796324178, 148.4903835739033, 158.76062016418123, 134.46290813580384, 177.54041134729738, 144.40216084278222, 94.49099053096526, 160.9725626946709, 74.57861995830237, 127.01377331971557, 70.12460704959301, 162.58580332663348, 170.7565656224543, 142.6327805767017, 159.7893941768076, 167.2174526429665, 86.09192550422904, 144.40061111840447, 164.7670379574244, 72.43405304483642, 126.72040045942381, 129.40125406929764, 91.14040503544146, 87.76002748445083, 127.4979445916791, 131.30032920508808, 132.3735197504691, 181.72991971058406, 172.71681420427336, 95.44916666854253, 76.3641315407836, 176.4660855524306, 83.76219496771887, 80.41570084209545, 75.48887426479342, 163.8223016770512, 181.94845632744295, 73.90469594525233, 144.27163102654555, 143.33792571775209, 103.63278196065384, 113.02113364065879, 131.76758948025062, 79.20997076331818, 80.03232393911075, 176.22596412441425, 97.52394460979998, 86.94373573245944, 85.91975800609279, 143.13021896272124, 145.60610186176928, 73.83103854819579, 112.33781847388391, 187.4125500279726, 143.9509375531187, 104.26368881621585, 101.05493070735916, 186.9847331643134, 87.41325047990804, 135.15380048826788, 105.35632582893462, 130.68861331666068, 82.25236566611764, 168.52397995948908, 96.37083082233826, 143.1238740472935, 102.36373149494926, 134.66494214832835, 162.61791343836438, 112.5890122492855, 156.6305213455768, 173.61563776337175, 106.85644717949492, 108.89198439559587, 85.5670318285627, 176.69824493827562, 97.21510516824353, 71.22213457877906, 124.60240469101748, 37.46543438961304, 22.09795811590466, 33.1310817790964, 27.81900472767174, 18.89441583988267, 41.63444711176831, 23.5735811487866, 32.73640035043737, 32.65137905762966, 24.420957516295083, 40.28263094798167, 18.730669586105872, 42.77075831589636, 21.132594698454263, 28.611918535209135, 18.453554273862004, 26.211563154910653, 40.60286913419988, 33.59048637468902, 41.49571356194442, 23.329584982791243, 29.332081752184024, 41.98375006528089, 33.13109335660586, 22.998716891112466, 33.51247602798234, 41.92070392026277, 18.602718631963945, 35.6684183236497, 21.101201171850235, 38.379470056736885, 41.43071379423614, 31.274771454936754, 19.877888477489932, 33.28764893028945, 34.895142227929185, 39.255192777732134, 33.29803756595, 22.146635505974473, 42.63501904585607, 26.99493752203523, 22.81262777264645, 33.78987499373551, 31.916241273835304, 30.04140032266198, 18.547073652538423, 40.913627901103325, 26.468153914280553, 23.580993027180902, 18.84446120253575, 20.368551478394576, 38.53465791483714, 25.39945406655653, 19.312630743318252, 19.678397197864612, 24.019062069509182, 32.697958571954494, 28.861359452707347, 26.824492952096346, 33.58553212383678, 25.96367799298919, 30.661876089664098, 18.688375954126442, 21.40434516665269, 29.298611565557287, 22.405157681172415, 33.239997016888864, 24.70016379313563, 21.459885208417393, 21.84002569114903, 38.34456057552425, 31.287417920771652, 22.250955202154493, 28.092929943678666, 25.67855317605376, 20.763236981062576, 22.32402737453316, 21.018956408350476, 30.62177834719043, 28.777716296245586, 24.2362387331608, 32.16424198842067, 18.999077459716908, 19.635210223260916, 20.903899164487175, 31.1935615956061, 39.1650311251782, 25.040861233557585, 32.186165898601914, 33.09267884284591, 42.38424731397513, 32.732513844036085, 28.66226534897955, 25.078646058584503, 18.526560604151015, 21.086239890031862, 31.130388926149116, 26.573213681351923, 32.91696652077172, 35.025968546786174, 18.618773818639465, 37.155098920227005, 21.72173691350906, 40.22789648622913, 34.923876159676865, 21.95167318402473, 27.713952387961562, 35.84724308506934, 36.27120326402428, 19.733406887712185, 42.09259658874268, 28.93660749948715, 27.43740904855708, 30.92028791795034, 37.00366249152182, 41.42676107476039, 26.84354125560828, 42.90496474601022, 22.499258240566306, 40.96994368744109, 32.342924055228124, 66.2598749047348, 26.527846063401533, 45.47261659422787, 62.83990137462839, 66.28202760679326, 70.95672800751046, 55.60763058527744, 29.976284095938357, 26.426816731718386, 29.986648732926678, 27.99236437165782, 66.68443249793962, 69.73892651787347, 53.43451023158689, 66.84385050797366, 23.26036202062042, 31.593951282646707, 52.94155920887352, 33.88197652365156, 65.98550860383553, 37.59887033007006, 47.66787762250496, 47.515963262194546, 29.15184381517138, 37.83777981712548, 65.05933333124047, 49.00705238360156, 33.693283171890734, 32.50203148578211, 22.344341479225058, 54.31813625396108, 26.98059822514754, 32.94624837729, 41.16195653990169, 22.11565049003941, 58.48075279705895, 38.02455815665984, 63.40866188113381, 66.28420262706791, 51.72190271482275, 58.993566448446295, 28.013381392842266, 27.341624717215893, 41.19279351625067, 32.189596954081125, 62.64551871677562, 53.03877672790071, 67.82103443302688, 24.278232032052735, 37.72864678027905, 29.755958053245728, 64.93211264832573, 45.02426974176911, 24.236500064542426, 44.60017287965729, 67.20495265021907, 54.808498840284024, 36.886089710881954, 25.576195843202324, 57.91984363200797, 67.48341586202977, 28.400151256860852, 26.378008361380274, 25.57015785431723, 23.225591913825788, 25.811245352416414, 24.300445187211892, 49.16835858522974, 68.13907868510134, 35.62313338998288, 66.15428772896365, 64.5776179592126, 43.541588763894524, 47.71127208398712, 43.402420018377704, 69.84060096087279, 41.3232204591355, 42.86546266534438, 54.864661243249444, 29.575418784316863, 21.72562594452369, 35.068508753147725, 33.20902609576095, 66.16466206764716, 32.97327187265369, 33.49625696476248, 24.40359443249487, 64.5105408461707, 59.254937358498346, 39.30268036633682, 26.84459403725014, 65.57892480390367, 37.33028540984522, 33.2919247006886, 67.34094496988972, 53.56333120707618, 54.80243612005171, 25.463377407649368, 70.48233641082555, 54.28999967426594, 48.36115463468511, 60.65959801377576, 22.292991617875984, 55.107749577594134, 56.22114540427629, 24.926598574366142, 25.376476389347605, 48.80809245413884, 28.511216079074035, 63.42133771441717, 57.29976173185729, 26.64903396339022, 30.457719198077577, 39.72211582339962, 67.78959923967443, 61.9439290106084, 43.98717910238618, 44.88816677915856, 44.99562535735008, 56.21069601148434, 75.56406438077208, 74.43363656399558, 70.77358038177617, 93.23163633891366, 78.0794596787026, 58.91596031030636, 67.76752167336974, 63.00564988962846, 88.72398501965154, 98.61805557180928, 96.72824022216628, 87.95505068447187, 52.87825370069332, 64.85898212209668, 91.15138791212372, 99.2463984440063, 80.8176892926499, 53.103531612960644, 52.09650238607738, 73.75486887466249, 53.32715627726541, 61.63863703942837, 85.31698980085662, 87.37569837376248, 62.10980394211582, 79.99605864639754, 89.56165471469112, 82.47966362051837, 62.41329374426141, 98.78473988599464, 85.92082230775729, 55.770883080336425, 83.66563027509895, 86.46518739431642, 91.65513808709156, 87.62203843491164, 80.19011805573709, 51.08690836415167, 57.29127672503229, 87.7529501940057, 86.18240530045965, 70.47674605998077, 69.22930955305647, 58.999074675158774, 63.56342718079013, 99.8092934632241, 60.218130213479014, 58.21418754216467, 71.54364264868558, 75.62225346411499, 73.11277111920306, 82.99997457928785, 81.1957234932422, 99.14614544515008, 56.72873498451369, 50.4622547026712, 63.812914597805204, 93.81805610208914, 89.50248515960905, 50.99353738165453, 57.78206762759538, 92.01822853185583, 83.0614123510731, 85.41418205774767, 54.841662913256336, 67.4958161362899, 86.799060741083, 88.1154444173946, 85.48118108026603, 60.49060633492195, 90.3964795627662, 65.91678051987438, 66.88690935895785, 93.33174889266448, 89.2745951173467, 89.50969642294052, 60.723163187789986, 52.50337650332334, 60.705125097705846, 60.21223143811758, 62.417767503380716, 99.44932905664166, 67.45921055191518, 53.64627186582878, 75.84715629941644, 68.59240365309884, 63.90379737966104, 57.06670534967315, 99.8006502089618, 56.93693476499256, 67.24840895033948, 65.62244759233063, 70.54446010882509, 54.303450452027406, 69.81832142103887, 74.80159025199632, 63.69525037639043, 68.56849681276341, 53.58156117942761, 82.64368798164713, 64.48681359462876, 82.30031301374783, 94.44363728534867, 66.10008071910863, 95.14724302618711, 90.44297766990326, 72.85956045698333, 73.01266940007295, 70.74465373329173, 85.07647877707561, 55.688558775641, 99.14136845231752, 90.19440696378616, 58.55215616854261, 66.56704742063503, 51.60836882574117, 50.61165414726356, 60.04438044486138, 74.3727500816301]
  )
);
  graphType = "Dotplot",
  graphOrientation = "horizontal",
  xAxis = ["SHAP value"],
  groupingFactors = ["Feature"],
  colorBy = "Feature value",
  colorSpectrum = ["#2166ac", "#f7f7f7", "#b2182b"],
  jitter = true,
  title = "SHAP summary — feature impact",
  xAxisTitle = "SHAP value (impact on model output)",
  showLegend = true,
  showTransition = false
)