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<title>The Cognitive Bias Codex</title>

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var link_prefix = "https://en.wikipedia.org/wiki/";

var tree_text = {name: "T H E C O G N I T I V E B I A S C O D E X", children:[
  {name: "Too Much \nInformation", children:[
    {name: "We notice things already primed in \nmemory or repeated often", children:[
      {name: "Availability heuristic"     ,article: "Availability_heuristic"},
      {name: "Attentional bias"           ,article: "Attentional_bias"},
      {name: "Illusory truth effect"      ,article: "Illusory_truth_effect"},
      {name: "Mere–exposure effect"       ,article: "Mere-exposure_effect"},
      {name: "Context effect"             ,article: "Context_effect"},
      {name: "Cue–dependent forgetting"   ,article: "Cue-dependent_forgetting"},
      {name: "Mood–congruent memory bias" ,article: "Mood_congruence"},
      {name: "Frequency illusion"         ,article: "Frequency_illusion"},
      {name: "Baader–Meinhof Phenomenon"  ,article: "Frequency_illusion"},
      {name: "Empathy gap"                ,article: "Empathy_gap"},
      {name: "Omission bias"              ,article: "Omission_bias"},
      {name: "Base rate fallacy"          ,article: "Base_rate_fallacy"},
    ]},
    {name: "Bizarre, funny, visually striking, or \nanthropomorphic things stick out more \nthan non-bizarre/unfunny things", children:[
      {name: "Bizarreness effect"         ,article: "Bizarreness_effect"},
      {name: "Humor effect"               ,article: "List_of_cognitive_biases#Humor_effect"},
      {name: "Von Restorff effect"        ,article: "Von_Restorff_effect"},
      {name: "Picture superiority effect" ,article: "Picture_superiority_effect"},
      {name: "Self–relevance effect"      ,article: "Self-reference_effect"},
      {name: "Negativity bias"            ,article: "Negativity_bias"},
    ]},
    {name: "We notice when something has changed", children:[
      {name: "Anchoring"         ,article: "Anchoring_(cognitive_bias)"},
      {name: "Conservatism"      ,article: "Conservatism_(belief_revision)"},
      {name: "Contrast effect"   ,article: "Contrast_effect"},
      {name: "Distinction bias"  ,article: "Distinction_bias"},
      {name: "Focusing effect"   ,article: "Anchoring#Focusing_effect"},
      {name: "Framing effect"    ,article: "Framing_effect_(psychology)"},
      {name: "Money illusion"    ,article: "Money_illusion"},
      {name: "Weber–Fechner law" ,article: "Weber–Fechner_law"},
    ]},
    {name: "We are drawn to details \nthat confirm our own existing beliefs", children:[
      {name: "Confirmation bias"             ,article: "Confirmation_bias"},
      {name: "Congruence bias"               ,article: "Congruence_bias"},
      {name: "Post–purchase rationalization" ,article: "Choice-supportive_bias"},
      {name: "Choice–supportive bias"        ,article: "Choice-supportive_bias"},
      {name: "Selective perception"          ,article: "Selective_perception"},
      {name: "Observer–expectancy effect"    ,article: "Observer-expectancy_effect"},
      {name: "Experimenter's bias"           ,article: "Observer-expectancy_effect"}, // NOTE(TilmannR): Should duplicates like these be removed or grouped together or left unchanged?
      {name: "Observer effect"               ,article: "Observer-expectancy_effect"},
      {name: "Expectation bias"              ,article: "Observer-expectancy_effect"},
      {name: "Ostrich effect"                ,article: "Ostrich_effect"},
      {name: "Subjective validation"         ,article: "Subjective_validation"},
      {name: "Continued influence effect"    ,article: "Confirmation_bias#continued_influence_effect"},
      {name: "Semmelweis reflex"             ,article: "Semmelweis_reflex"},
    ]},
    {name: "We notice flaws in others \nmore easily than we \nnotice flaws in ourselves", children:[
      {name: "Bias blind spot" ,article: "Bias_blind_spot"},
      {name: "Naïve cynicism"  ,article: "Naïve_cynicism"},
      {name: "Naïve realism"   ,article: "Naïve_realism_(psychology)"},
    ]},
  ]},
  {name: "Not Enough \nMeaning", children:[
    {name: "We tend to find stories and \npatterns even when looking \nat sparse data", children:[
      {name: "Confabulation"                ,article: "Confabulation"},
      {name: "Clustering illusion"          ,article: "Clustering_illusion"},
      {name: "Insensitivity to sample size" ,article: "Insensitivity_to_sample_size"},
      {name: "Neglect of probability"       ,article: "Neglect_of_probability"},
      {name: "Anecdotal fallacy"            ,article: "Anecdotal_evidence"},
      {name: "Illusion of validity"         ,article: "Illusion_of_validity"},
      {name: "Masked–man fallacy"           ,article: "Masked-man_fallacy"},
      {name: "Recency illusion"             ,article: "Recency_illusion"},
      {name: "Gambler's fallacy"            ,article: "Gambler's_fallacy"},
      {name: "Hot–hand fallacy"             ,article: "Hot-hand_fallacy"},
      {name: "Illusory correlation"         ,article: "Illusory_correlation"},
      {name: "Pareidolia"                   ,article: "Pareidolia"},
      {name: "Anthropomorphism"             ,article: "Anthropomorphism#Psychology"},
    ]},
    {name: "We fill in characteristics from \nstereotypes, generalities, \nand prior histories", children:[
      {name: "Group attribution error"    ,article: "Group_attribution_error"},
      {name: "Ultimate attribution error" ,article: "Ultimate_attribution_error"},
      {name: "Stereotyping"               ,article: "Stereotype"},
      {name: "Essentialism"               ,article: "Essentialism"},
      {name: "Functional fixedness"       ,article: "Functional_fixedness"},
      {name: "Moral credential effect"    ,article: "Self-licensing"},
      {name: "Just–world hypothesis"      ,article: "Just-world_hypothesis"},
      {name: "Argument from fallacy"      ,article: "Argument_from_fallacy"},
      {name: "Authority bias"             ,article: "Authority_bias"},
      {name: "Automation bias"            ,article: "Automation_bias"},
      {name: "Bandwagon effect"           ,article: "Bandwagon_effect"},
      {name: "Placebo effect"             ,article: "Placebo"},
    ]},
    {name: "We imagine things and people \nwe're familiar with or fond of \nas better", children:[
      {name: "Out–group homogeneity bias" ,article: "Out-group_homogeneity"},
      {name: "Cross–race effect"          ,article: "Cross-race_effect"},
      {name: "In–group favoritism"        ,article: "In-group_favoritism"}, // NOTE(TilmannR): changed name from "bias" to "favoritism"
      {name: "Halo effect"                ,article: "Halo_effect"},
      {name: "Cheerleader effect"         ,article: "Cheerleader_effect"},
      {name: "Positivity effect"          ,article: "Positivity_effect"},
      {name: "Not invented here"          ,article: "Not_invented_here"},
      {name: "Reactive devaluation"       ,article: "Reactive_devaluation"},
      {name: "Well–traveled road effect"  ,article: "Well_travelled_road_effect"},
    ]},
    {name: "We simplify probabilities and numbers \nto make them easier to think about", children:[
      {name: "Mental accounting"             ,article: "Mental_accounting"},
      {name: "Appeal to probability fallacy" ,article: "Appeal_to_probability"},
      {name: "Normalcy bias"                 ,article: "Normalcy_bias"},
      {name: "Murphy's Law"                  ,article: "Murphy's_law"},
      {name: "Zero sum bias"                 ,article: "Zero-sum_thinking"},
      {name: "Survivorship bias"             ,article: "Survivorship_bias"},
      {name: "Subadditivity effect"          ,article: "Subadditivity_effect"},
      {name: "Denomination effect"           ,article: "Denomination_effect"},
      {name: "The magical number 7 ± 2"      ,article: "The_Magical_Number_Seven,_Plus_or_Minus_Two"},
    ]},
    {name: "We think we know what \nother people are thinking", children:[
      {name: "Illusion of transparency"       ,article: "Illusion_of_transparency"},
      {name: "Curse of knowledge"             ,article: "Curse_of_knowledge"},
      {name: "Spotlight effect"               ,article: "Spotlight_effect"},
      {name: "Extrinsic incentive error"      ,article: "Extrinsic_incentives_bias"},
      {name: "Illusion of external agency"    ,article: "Illusion_of_external_agency"},
      {name: "Illusion of asymmetric insight" ,article: "Illusion_of_asymmetric_insight"},
    ]},
    {name: "We project our current mindset and \nassumptions onto the past and future", children:[
      {name: "Telescoping effect"    ,article: "Telescoping_effect"},
      {name: "Rosy retrospection"    ,article: "Rosy_retrospection"},
      {name: "Hindsight bias"        ,article: "Hindsight_bias"},
      {name: "Outcome bias"          ,article: "Outcome_bias"},
      {name: "Moral luck"            ,article: "Moral_luck"},
      {name: "Declinism"             ,article: "Declinism"},
      {name: "Impact bias"           ,article: "Impact_bias"},
      {name: "Pessimism bias"        ,article: "Optimism_bias#Pessimism_bias"},
      {name: "Planning fallacy"      ,article: "Planning_fallacy"},
      {name: "Time–saving bias"      ,article: "Time-saving_bias"},
      {name: "Pro–innovation bias"   ,article: "Pro-innovation_bias"},
      {name: "Projection bias"       ,article: "Affective_forecasting#Projection_bias"},
      {name: "Restraint bias"        ,article: "Restraint_bias"},
      {name: "Self–consistency bias" ,article: "List_of_cognitive_biases#Consistency_bias"},
    ]},
  ]},
  {name: "Need To \nAct Fast", children:[
    {name: "To act, we must be confident we \ncan make an impact and feel what \nwe do is important", children:[
      {name: "Overconfidence effect"            ,article: "Overconfidence_effect"},
      {name: "Social desirability bias"         ,article: "Social_desirability_bias"},
      {name: "Third–person effect"              ,article: "Third-person_effect"},
      {name: "False consensus effect"           ,article: "False_consensus_effect"},
      {name: "Hard–easy effect"                 ,article: "Hard–easy_effect"},
      {name: "Lake Wobegone effect"             ,article: "Lake_Wobegon#The_Lake_Wobegon_effect"},
      {name: "Dunning–Kruger effect"            ,article: "Dunning–Kruger_effect"},
      {name: "Egocentric bias"                  ,article: "Egocentric_bias"},
      {name: "Optimism bias"                    ,article: "Optimism_bias"},
      {name: "Forer effect"                     ,article: "Barnum_effect"},
      {name: "Barnum effect"                    ,article: "Barnum_effect"},
      {name: "Self–serving bias"                ,article: "Self-serving_bias"},
      {name: "Actor–observer bias"              ,article: "Actor–observer_asymmetry#bias"},
      {name: "Illusion of control"              ,article: "Illusion_of_control"},
      {name: "Illusory superiority"             ,article: "Illusory_superiority"},
      {name: "Fundamental attribution error"    ,article: "Fundamental_attribution_error"},
      {name: "Defensive attribution hypothesis" ,article: "Defensive_attribution_hypothesis"},
      {name: "Trait ascription bias"            ,article: "Trait_ascription_bias"},
      {name: "Effort justification"             ,article: "Effort_justification"},
      {name: "Risk compensation"                ,article: "Risk_compensation"},
      {name: "Peltzman effect"                  ,article: "Risk_compensation#Peltzman_effect"},
    ]},
    {name: "To stay focused, we favor the \nimmediate, relatable thing \nin front of us", children:[
      {name: "Hyperbolic discounting"     ,article: "Hyperbolic_discounting"},
      {name: "Appeal to novelty"          ,article: "Appeal_to_novelty"},
      {name: "Identifiable victim effect" ,article: "Identifiable_victim_effect"},
    ]},
    {name: "To get things done, we tend \nto complete things we've \ninvested time and energy in", children:[
      {name: "Sunk cost fallacy"            ,article: "Sunk_cost#Loss_aversion_and_the_sunk_cost_fallacy"}, // NOTE(TilmannR): "Sunk Cost Fallacy" redirects to "Escalation_of_commitment", but "Sunk cost fallacy" redirects to "Sunk_cost#Loss_aversion_and_the_sunk_cost_fallacy".
      {name: "Irrational escalation"        ,article: "Escalation_of_commitment"},
      {name: "Escalation of commitment"     ,article: "Escalation_of_commitment"},
      {name: "Generation effect"            ,article: "Generation_effect"},
      {name: "Loss aversion"                ,article: "Loss_aversion"},
      {name: "IKEA effect"                  ,article: "IKEA_effect"},
      {name: "Unit bias"                    ,article: "List_of_cognitive_biases"}, // NOTE(TilmannR): Linking to "List_of_cognitive_biases#Unit_bias" doesn't work.
      {name: "Zero–risk bias"               ,article: "Zero-risk_bias"},
      {name: "Disposition effect"           ,article: "Disposition_effect"},
      {name: "Pseudocertainty effect"       ,article: "Pseudocertainty_effect"},
      {name: "Processing difficulty effect" ,article: "List_of_cognitive_biases#Processing_difficulty_effect"}, // NOTE(TilmannR): Same as "Levels-of-processing effect"?
      {name: "Endowment effect"             ,article: "Endowment_effect"},
      {name: "Backfire effect"              ,article: "Confirmation_bias#backfire_effect"},
    ]},
    {name: "To avoid mistakes, \nwe aim to preserve autonomy \nand group status, and avoid \nirreversible decisions", children:[
      {name: "System justification"     ,article: "System_justification"},
      {name: "Reverse psychology"       ,article: "Reverse_psychology"},
      {name: "Reactance"                ,article: "Reactance_(psychology)"},
      {name: "Decoy effect"             ,article: "Decoy_effect"},
      {name: "Social comparison effect" ,article: "Social_comparison_bias"}, // NOTE(TilmannR): bias or effect?
      {name: "Status quo bias"          ,article: "Status_quo_bias"},
    ]},
    {name: "We favor simple–looking options \nand complete information over \ncomplex, ambiguous options", children:[
      {name: "Ambiguity bias"         ,article: "Ambiguity_effect"}, // NOTE(TilmannR): bias or effect?
      {name: "Information bias"       ,article: "Information_bias_(psychology)"},
      {name: "Belief bias"            ,article: "Belief_bias"},
      {name: "Rhyme–as–reason effect" ,article: "Rhyme-as-reason_effect"},
      {name: "Bike–shedding effect"   ,article: "Law_of_triviality"},
      {name: "Law of Triviality"      ,article: "Law_of_triviality"},
// NOTE(TilmannR): Removed the Delmore effect. https://en.wikipedia.org/wiki/Talk:Delmore_Schwartz#Delmore_effect
      {name: "Conjunction fallacy"    ,article: "Conjunction_fallacy"},
      {name: "Occam's razor"          ,article: "Occam's_razor"},
      {name: "Less–is–better effect"  ,article: "Less-is-better_effect"},
    ]},
  ]},
  {name: "What Should We \nRemember?", children:[
    {name: "We edit and reinforce \nsome memories after the fact", children:[
      {name: "Misattribution of memory" ,article: "Misattribution_of_memory"},
      {name: "Source confusion"         ,article: "Misattribution_of_memory#Source_confusion"},
      {name: "Cryptomnesia"             ,article: "Cryptomnesia"},
      {name: "False memory"             ,article: "False_memory"},
      {name: "Suggestibility"           ,article: "Suggestibility"},
      {name: "Spacing effect"           ,article: "Spacing_effect"},
    ]},
    {name: "We discard specifics \nto form generalities", children:[
      {name: "Implicit association" ,article: "Implicit_stereotype"},
      {name: "Implicit stereotypes" ,article: "Implicit_stereotype"},
      {name: "Stereotypical bias"   ,article: "Implicit_stereotype"},
      {name: "Prejudice"            ,article: "Prejudice"},
      {name: "Negativity bias"      ,article: "Negativity_bias"},
      {name: "Fading affect bias"   ,article: "Fading_affect_bias"},
    ]},
    {name: "We reduce events and lists \nto their key elements", children:[
      {name: "Peak–end rule"           ,article: "Peak–end_rule"},
      {name: "Leveling and sharpening" ,article: "Leveling_and_sharpening"},
      {name: "Misinformation effect"   ,article: "Misinformation_effect"},
      {name: "Serial recall effect"    ,article: "Recall_(memory)#Serial_recall"},
      {name: "List–length effect"      ,article: "Recall_(memory)#Serial_recall"},
      {name: "Duration neglect"        ,article: "Duration_neglect"},
      {name: "Modality effect"         ,article: "Modality_effect"},
      {name: "Memory inhibition"       ,article: "Memory_inhibition"},
      {name: "Primacy effect"          ,article: "Serial-position_effect#Primacy_effect"},
      {name: "Recency effect"          ,article: "Serial-position_effect#Recency_effect"},
      {name: "Part–set cueing effect"  ,article: "Memory_inhibition#Part-set_cuing_effect"}, // NOTE(TilmannR): changed "list" to "set"
      {name: "Serial–position effect"  ,article: "Serial-position_effect"},
      {name: "Suffix effect"           ,article: "List_of_cognitive_biases#Suffix_effect"},
    ]},
    {name: "We store memories differently based \non how they were experienced", children:[
      {name: "Levels–of–processing effect"  ,article: "Levels-of-processing_effect"},
      {name: "Absent–mindedness"            ,article: "Absent-mindedness"},
      {name: "Testing effect"               ,article: "Testing_effect"},
      {name: "Next–in–line effect"          ,article: "Next-in-line_effect"},
      {name: "Google effect"                ,article: "Google_effect"},
      {name: "Tip of the tongue phenomenon" ,article: "Tip_of_the_tongue"},
    ]},
  ]},
]};

var tree_colors = [
  "#098",// cyan  (originally #7DB5BA)
  "#07A",// blue  (originally #93B6D8)
  "#490",// green (originally #A4D16E)
  "#888",// gray  (originally #B2BBB9)
];
var tree_radii = [142,284,428];

var title_text_size = 32;
var category_text_size = 32;
var subcategory_text_size = 15;
var entry_text_size = 11;

var title_y = -720;
var category_x = 770;
var category_y = 580;

var sub_category_spacing = 1.0;
var category_spacing = 0.0;

var small_dot_radius = 3.0;
var big_dot_radius = 10.0;

var circumcircle_radius = 630.0;
var circumcircle_color = "#CCCCCC";



var polar_to_cartesian = function(radius, angle, full_angle){
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var push_radial_path = function(string_array, inner_radius, inner_angle, outer_radius, outer_angle, full_angle){
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  var outer_position = polar_to_cartesian(outer_radius, outer_angle, full_angle);
  
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  var outer_control_radius = lerp(outer_radius, inner_radius, curviness);
  
  var inner_control = polar_to_cartesian(inner_control_radius, inner_angle, full_angle);
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    outer_position.x,' ',outer_position.y,'"/>\n');
};

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};

var push_text = function(string_array, input_string, text_size, attributes, alignment = 0.5)
{
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  var lowest_position = text_size;
  var hightest_position = text_size-total_height;
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  string_array.push('<tspan x="0" y="',y,'">',lines[0],'</tspan>');
  
  for(var i = 1; i < num_lines; ++i){
    string_array.push('<tspan x="0" dy="',line_height,'">',lines[i],'</tspan>');
  }
  
  string_array.push('</text>\n');
};

var generate = function(){
// Figure out the positioning of the entries
  var angle_offset = 0.5 * (1 + category_spacing + sub_category_spacing);
  var accumulator = angle_offset;
  var num_sub_categories = 0;
  var num_entries = 0;
  
  var categories = tree_text.children || [];
  var num_categories = categories.length;
  for(var i = 0; i < num_categories; ++i){
    var category = categories[i];
    
    var sub_categories = category.children || [];
    num_sub_categories += sub_categories.length;
    for(var k = 0; k < sub_categories.length; ++k){
      var sub_category = sub_categories[k];
      
      var entries = sub_category.children || [];
      num_entries += entries.length;
      for(var m = 0; m < entries.length; ++m){
        entries[m].angle = accumulator;
        accumulator += 1;
      }
      accumulator += sub_category_spacing;
      
      var first_angle = entries[0].angle;
      var last_angle = entries[entries.length-1].angle;
      sub_category.angle = (first_angle + last_angle) * 0.5;
    }
    accumulator += category_spacing;
    
    var first_angle = sub_categories[0].angle;
    var last_angle = sub_categories[sub_categories.length-1].angle;
    category.angle = (first_angle + last_angle) * 0.5;
  }
  var full_angle = accumulator - angle_offset;
  
// 'Draw' everything
  var result = []; // Array of strings and numbers to be merged into the SVG's content.
  var text_flipping_attributes = 'text-anchor="end" transform="rotate(180 12,0)"';
  
  // Draw the outer circle
  result.push('<circle r="',circumcircle_radius,'" style="stroke:',circumcircle_color,';" fill="none"/>\n');
  
  // Draw the title
  result.push('<text style="font-size:',title_text_size,'px; font-weight:bold; text-anchor:middle;" y="',title_y,'">',tree_text.name,'</text>');

  // Draw the categories
  result.push('<g style="font-size:',category_text_size,'px;">\n');
  {
    var attributes_0 = ['style="text-anchor:middle; font-weight:bold; fill:',tree_colors[0],'" transform="translate(', category_x,',',-category_y,')"'];
    var attributes_1 = ['style="text-anchor:middle; font-weight:bold; fill:',tree_colors[1],'" transform="translate(', category_x,',', category_y,')"'];
    var attributes_2 = ['style="text-anchor:middle; font-weight:bold; fill:',tree_colors[2],'" transform="translate(',-category_x,',', category_y,')"'];
    var attributes_3 = ['style="text-anchor:middle; font-weight:bold; fill:',tree_colors[3],'" transform="translate(',-category_x,',',-category_y,')"'];
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    push_text(result, categories[1].name, category_text_size, attributes_1);
    push_text(result, categories[2].name, category_text_size, attributes_2);
    push_text(result, categories[3].name, category_text_size, attributes_3);
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  result.push('</g>');
  
  // Draw everything else
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    result.push('<g style="fill:',tree_colors[i],'; stroke:',tree_colors[i],';">\n');
    
    var sub_categories = category.children || [];
    var num_sub_categories = sub_categories.length;
    for(var k = 0; k < num_sub_categories; ++k){
      var sub_category = sub_categories[k];
      result.push('<g>\n');
      var is_flipped = (sub_category.angle > (full_angle / 2));
      
      // Draw the entries and the curvy trees
      var entries = sub_category.children || [];
      var num_entries = entries.length;
      for(var m = 0; m < num_entries; ++m){
        var entry = entries[m];
        var angle_in_degrees = entry.angle * 360.0 / full_angle - 90.0;
        if(entry.article){
          result.push('<a xlink:href="',link_prefix,entry.article,'">\n');
        }
        result.push('<g transform="rotate(',angle_in_degrees,') translate(',tree_radii[2],')">\n', // Using a more pleasant coordinate system
          '<circle cx="3" r="',small_dot_radius,'"/>\n', // Draw a small dot
          '<text x="12" y="4" ',(is_flipped? text_flipping_attributes:''),'>',
          entry.name,'</text>\n', // Draw the entry's text
          '</g>\n');
        push_radial_path(result, tree_radii[1], sub_category.angle, tree_radii[2], entry.angle, full_angle);
        if(entry.article){
          result.push('</a>\n');
        }
      }
      push_radial_path(result, tree_radii[0], category.angle, tree_radii[1], sub_category.angle, full_angle);
      
      // Draw the subcategories
      var position = polar_to_cartesian(circumcircle_radius, sub_category.angle, full_angle);
      push_circle(result, position, big_dot_radius);
      
      var text_attributes = ['style="font-size:',subcategory_text_size,'px;" '];
      if(is_flipped){
        text_attributes.push('transform="translate(',position.x-24,',',position.y,')" text-anchor="end"');
      }else{
        text_attributes.push('transform="translate(',position.x+24,',',position.y,')"');
      }
      var alignment = 0.5 * (1.0 + Math.cos(sub_category.angle * 2*Math.PI / full_angle));
      push_text(result, sub_category.name, subcategory_text_size, text_attributes, alignment);
      result.push('</g>\n');
    }
    result.push('</g>\n');
  }
  result.push('</g>\n');
  
  // Truncate all numbers.
  for(var i = 0; i < result.length; ++i){
    if(typeof result[i] !== "number"){ continue; }
    result[i] = result[i].toFixed(1);
  }
  
  var biases = document.getElementById("biases");
  biases.innerHTML = result.join('');
};

generate();

]]></script>
</g>

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