import org.apache.commons.math3.distribution.TDistribution;




void setup(){
  Chart fig;
  PFont times = loadFont("TimesNewRomanPSMT-16.vlw");
  textFont(times);
  size(400,300);
  textSize(16);
  
 // System.out.println("Figure  2");
  fig = new Chart(0,0,400,275);
  background(255);
  
  Gradient gradient = new Gradient(50.0,#b70101,10.0,100,"Gradient Plot");
  Violin violin = new Violin(50.0,#b70101,10.0,100,"Violin Plot");
  Box box = new Box(50.0,#b70101,10.0,100,"Box Plot");
  fig.setAxis("",0.0,100.0,25.0,5.0);
  fig.setGap(15);
  fig.addObject(gradient);
  fig.addObject(violin);
  fig.addObject(box);

  BarGroup errors = new BarGroup(#660000);
  errors.addDot(50.0,gradient.getStdDev()/sqrt(100),100,"S.E.");
  errors.addDot(50.0,10.0,100,"95%");
  errors.addDot(50.0,(65.81797-34.18203)/2.0,100,"99%");
  fig.addBarGroup(errors);
  fig.draw();
  
  save("/InfoVisFigures/Example Encodings.png");

  background(255);
  size(800,450);
  
 //   System.out.println("Unused");
  BarGroup bars = new BarGroup(#66c2a5,"Bar Chart");
  BarGroup gradients = new BarGroup(#fc8d62,"Gradient Plot");
  BarGroup violins = new BarGroup(#8da0cb,"Violin Plot");
  BarGroup boxs = new BarGroup(#e78ac3,"Box Plot");

  bars.addGradient(3.9857143,(4.2856992-3.6857293)/2.0,144,"-15");
  bars.addGradient(4.2463768,(4.5026822-3.9900715)/2.0,144,"-10");
  bars.addGradient(4.8043478,(5.0334223-4.5752734)/2.0,144,"-5");
  bars.addGradient(3.8571429,(4.0659989-3.6482868)/2.0,144,"+5");
  bars.addGradient(3.173913,(3.4286817-2.9191443)/2.0,144,"+10");
  bars.addGradient(2.5144928,(2.7687108-2.2602747)/2.0,144,"+15");
  
  gradients.addGradient(3.4275362, (3.7762003-3.0788721)/2.0, 144, "-15");  
  gradients.addGradient(3.7971014, (4.0862783-3.5079246)/2.0, 144, "-10");
  gradients.addGradient(4.4927536, (4.7732807-4.2122266)/2.0, 144, "-5");
  gradients.addGradient(4.4565217, (4.7324947-4.1805488)/2.0, 144, "+5");
  gradients.addGradient(3.3115942, (3.5858238-3.0373646)/2.0, 144, "+10");
  gradients.addGradient(3.0652174, (3.3888513-2.7415835)/2.0, 144, "+15");
  
  violins.addGradient(3.5, (3.8195074-3.1804926)/2.0, 144, "-15");   
  violins.addGradient(4, (4.290909-3.709091)/2.0, 144, "-10");  
  violins.addGradient(4.4236111, (4.6824773-4.1647449)/2.0, 144, "-5");  
  violins.addGradient(4.3819444, (4.6260343-4.1378545)/2.0, 144, "+5");  
  violins.addGradient(3.5833333, (3.8619143-3.3047524)/2.0, 144, "+10"); 
  violins.addGradient(3.2013889, (3.5146469-2.8881309)/2.0, 144, "+10");   
  
  boxs.addGradient(3.125, (3.4145197-2.8354803)/2.0, 144, "-15");   
  boxs.addGradient(3.6180556, (3.8727963-3.3633148)/2.0, 144, "-10");  
  boxs.addGradient(4.4027778, (4.6486668-4.1568887)/2.0, 144, "-5");  
  boxs.addGradient(4.2847222, (4.5254199-4.0440245)/2.0, 144, "+5");  
  boxs.addGradient(3.6458333, (3.8587609-3.4329057)/2.0, 144, "+10"); 
  boxs.addGradient(3.2291667, (3.5037816-2.9545517)/2.0, 144, "+10");   
  
  fig = new Chart(50,10,750,375);
  fig.setAxis("Perceived Likelihood of Outcome",0.0,7.0,1.0,0.5);
  fig.setGap(15);
  fig.addBarGroup(bars);
  fig.addBarGroup(gradients);
  fig.addBarGroup(violins);
  fig.addBarGroup(boxs);
  fig.draw();
  
  text("Distance from Sample Mean", 400 - (textWidth("Distance from Sample Mean")/2.0),435);
  save("/InfoVisFigures/Exp1Distributions.png");
 
 
  background(255);
  size(1000,425);
 //   System.out.println("Figure  4b");
  
  fig = new Chart(50,10,950,375);
  fig.setAxis("Average pdf of Potential outcome",0.0,0.15,0.05,0.01);
  fig.setGap(5);
  
  fig.addGradient(0.0130287,#b70101,(0.0175132-0.0085442)/2.0,75,"1");
  fig.addGradient(0.0391623,#b70101,(0.0448546-0.0334699)/2.0,530,"2");
  fig.addGradient(0.0802818,#b70101,(0.0876782-0.0728855)/2.0,632,"3");
  fig.addGradient(0.0996301,#b70101,(0.107628-0.0916322)/2.0,649,"4");   
  fig.addGradient(0.101522,#b70101,(0.1105564-0.0924875)/2.0,538,"5");  
  fig.addGradient(0.1202076,#b70101,(0.1309773-0.1094379)/2.0,449,"6");    
  fig.addGradient(0.1258966,#b70101,(0.1429278-0.1088654)/2.0,207,"7");      
    
  fig.draw();
  text("Perceived Likelihood of Outcome (1=Highly Unlikely, 7=Highly Likely)", 500 - (textWidth("Perceived Likelihood of Outcome (1=Highly Unlikely, 7=Highly Likely)")/2.0),415);
  save("/InfoVisFigures/Exp1pdf.png");
  
  background(255);
  size(1000,425);
  
 // System.out.println("Figure  4a");
  fig = new Chart(50,10,950,375);
  fig.setAxis("Average cdf of Prediction",0.5,1.0,0.1,0.05);
  fig.setGap(5);
  
  fig.addGradient(0.7040266,#b70101,(0.7795868-0.6284664)/2.0,75,"1");
  fig.addGradient(0.7742577,#b70101,(0.8174435-0.7310718)/2.0,203,"2");
  fig.addGradient(0.7383092,#b70101,(0.778331-0.6982875)/2.0,304,"3");
  fig.addGradient(0.7698274,#b70101,(0.7993945-0.7402603)/2.0,515,"4");   
  fig.addGradient(0.8317058,#b70101,(0.852039-0.8113725)/2.0,897,"5");  
  fig.addGradient(0.8698803,#b70101,(0.8890022-0.8507584)/2.0,860,"6");    
  fig.addGradient(0.9370928,#b70101,(0.9546763-0.9195094)/2.0,530,"7");      
    
  fig.draw();
  text("Participant Confidence (1=Least Confident, 7=Most Confident)", 500 - (textWidth("Participant Confidence (1=Least Confident, 7=Most Confident)")/2.0),415);
  save("/InfoVisFigures/Exp1cdf.png");
 
 
  background(255);
  size(800,450);
 //   System.out.println("Figure  5");

  fig = new Chart(50,10,750,375);
  fig.setAxis("Perceived Likelihood of Outcome",0.0,7.0,1.0,0.5);
  fig.setGap(15);
  
  bars = new BarGroup(#66c2a5,"Bar Chart");
  gradients = new BarGroup(#fc8d62,"Gradient Plot");
  violins = new BarGroup(#8da0cb,"Violin Plot");
  boxs = new BarGroup(#e78ac3,"Box Plot");
  
  bars.addGradient(4.3405797,(4.4958632-4.1852962)/2.0,432,"Below");
  bars.addGradient(3.1835749,(3.3314844-3.0356654)/2.0,432,"Above");
  
  gradients.addGradient(3.9057971,(4.0870266-3.7245676)/2.0,432,"Below");
  gradients.addGradient(3.6111111,(3.7883731-3.4338491)/2.0,432,"Above");
  
  violins.addGradient(3.974537,(4.1448918-3.8041823)/2.0,432,"Below");
  violins.addGradient(3.7222222,(3.8892529-3.5551916)/2.0,432,"Above");
  
  boxs.addGradient(3.7152778,(3.8745063-3.5560493)/2.0,432,"Below");
  boxs.addGradient(3.7199074,(3.8656041-3.5742107)/2.0,432,"Above");
  
  fig.addBarGroup(bars);
  fig.addBarGroup(gradients);
  fig.addBarGroup(violins);
  fig.addBarGroup(boxs);
  fig.draw();
  
  text("Location of Outcome Relative to Mean", 400 - (textWidth("Location of Outcome Relative to Mean")/2.0),435);
  save("/InfoVisFigures/Exp1WithinTheBar.png");
 
 
  background(255);
  size(400,415);
  
  //    System.out.println("Unused");
  
  fig = new Chart(50,20,350,375);
  fig.setAxis("Prediction Alignment (%)",0.0,1.0,0.1,0.05);
  fig.setGap(15);
  
  fig.addGradient(0.8321256,#66c2a5,(0.8576361-0.8066152)/2.0,828,"Bar Chart");
  fig.addGradient(0.8738426,#e78ac3,(0.8960258-0.8516593)/2.0,828,"Box Plot");
  fig.addGradient(0.8852657,#fc8d62,(0.9070185-0.8635129)/2.0,828,"Gradient Plot");
  fig.addGradient(0.8923611,#8da0cb,(0.9130676-0.8716546)/2.0,828,"Violin Plot");
  fig.draw();
  save("/InfoVisFigures/Exp1Corrections.png");
 
  
  background(255);
  size(400,420);
  
  //    System.out.println("Figure  7b");
  
  fig = new Chart(50,10,350,375);
  fig.setAxis("Prediction Alignment (%)",0.0,1.0,0.1,0.05);
  fig.setGap(15);
  fig.addGradient(0.8321256,#66c2a5,(0.8576361-0.8066152)/2.0,828,"Visual Margins\n and Outcome");
  fig.addGradient(0.9155093,#a6d854,(0.9340911-0.8969274)/2.0,864,"Visual Margins,\n Textual Outcome");
  fig.addGradient(0.6215278,#a6d854,(0.6539318-0.5891237)/2.0,864,"Textual Margins,\n Textual Outcome");
  fig.draw();
  save("/InfoVisFigures/Exp2Corrections.png");
    
  background(255);
  size(400,450);
  
  //    System.out.println("Figure  7a");
      
  fig = new Chart(50,10,350,375);
  fig.setAxis("Perceived Likelihood of Outcome",0.0,7.0,1.0,0.5);
  fig.setGap(15);
  
  BarGroup visual = new BarGroup(#66c2a5,"Visual Margins\n and Outcome");
  BarGroup semivisual = new BarGroup(#a6d854,"Visual Margins,\n Textual Outcome");
  BarGroup textual = new BarGroup(#a6d854,"Textual Margins,\n Textual Outcome");
  
  visual.addGradient(4.3405797,(4.4958632-4.1852962)/2.0,432,"Below");
  visual.addGradient(3.1835749,(3.3314844-3.0356654)/2.0,432,"Above");
  
  semivisual.addGradient(3.8842593,(4.0579605-3.710558)/2.0,432,"Below");
  semivisual.addGradient(3.1481481,(3.3130443-2.983252)/2.0,432,"Above");
  
  textual.addGradient(4.0509259,(4.2160962-3.8857557)/2.0,432,"Below");
  textual.addGradient(3.9421296,(4.1127785-3.7714808)/2.0,432,"Above");
  
  fig.addBarGroup(visual);
  fig.addBarGroup(semivisual);
  fig.addBarGroup(textual);
 
  fig.draw();
  save("/InfoVisFigures/Exp2Within.png");  
  
  background(255);
  size(800,435);
  
  //    System.out.println("Figure  9");
      
  fig = new Chart(50,10,750,375);
  fig.setAxis("Average Effect Size (Margins of Error of Difference)",0.0,0.5,0.1,0.05);
  fig.setGap(15);
  fig.addViolin(0.0964184,#b70101,(0.1055601-0.0872766)/2.0,631,"0");
  fig.addViolin(0.1399601,#b70101,(0.1475989-0.1323213)/2.0,1169,"1");
  fig.addViolin(0.2532876,#b70101,(0.2670465-0.2395286)/2.0,801,"2");
  fig.addViolin(0.3790565,#b70101,(0.3987239-0.3593892)/2.0,855,"3");
  fig.draw();
  
  text("Predicted One-Sidedness of Outcome \n(0=Roughly Even, 3=Very One-Sided)", 400 - (textWidth("Predicted One-Sidedness of Outcome")/2.0),415);
  save("/InfoVisFigures/Exp3effect.png");
  
    
  background(255);
  size(500,625);
  
  //    System.out.println("Figure  8a");
  
  fig = new Chart(50,10,450,575);
  fig.setAxis("Average p-value of presented graph (two sample t-test)",0.0,0.35,0.05,0.01);
  fig.setGap(5);
  fig.addViolin(new Violin(0.1226071,#66c2a5,(0.1649115-0.0803028)/2.0,19,"1"));
  fig.addViolin(new Violin(0.1187214,#66c2a5,(0.1498959-0.087547)/2.0,39,"2"));
  fig.addViolin(new Violin(0.0992993,#66c2a5,(0.1208698-0.0777287)/2.0,63,"3"));
  fig.addViolin(new Violin(0.064671,#66c2a5,(0.07699-0.052352)/2.0,161,"4"));
  fig.addViolin(new Violin(0.0570933,#66c2a5,(0.0694556-0.044731)/2.0,154,"5"));
  fig.addViolin(new Violin(0.0296468,#66c2a5,(0.0390021-0.0202915)/2.0,192,"6"));
  fig.addViolin(new Violin(0.0258875,#66c2a5,(0.0333778-0.0183971)/2.0,236,"7"));    
     
  fig.draw();
  text("Participant Confidence (1=Least Confident, 7=Most Confident)", 250 - (textWidth("Participant Confidence (1=Least Confident, 7=Most Confident)")/2.0),615);
  save("/InfoVisFigures/Exp3pBar.png");
  
  background(255);
  size(500,625);
  
   //     System.out.println("Figure  8b");
        
  fig = new Chart(50,10,450,575);
  fig.setAxis("Average p-value of presented graph (two sample t-test)",0.0,0.35,0.05,0.01);
  fig.setGap(5);
  
  fig.addViolin(new Violin(0.2072852,#e78ac3,(0.2501367-0.1644336)/2.0,11,"1"));
  fig.addViolin(new Violin(0.1158806,#e78ac3,(0.1444204-0.0873409)/2.0,43,"2")); 
  fig.addViolin(new Violin(0.0694431,#e78ac3,(0.0878222-0.051064)/2.0,85,"3"));
  fig.addViolin(new Violin(0.0749605,#e78ac3,(0.0891723-0.0607487)/2.0,126,"4"));
  fig.addViolin(new Violin(0.0447,#e78ac3,(0.0542529-0.0351471)/2.0,228,"5"));
  fig.addViolin(new Violin(0.0231925,#e78ac3,(0.0323795-0.0140054)/2.0,147,"6")); 
  fig.addViolin(new Violin(0.0129568,#e78ac3,(0.0187954-0.0071183)/2.0,224,"7"));
    
  fig.draw();
  text("Participant Confidence (1=Least Confident, 7=Most Confident)", 250 - (textWidth("Participant Confidence (1=Least Confident, 7=Most Confident)")/2.0),615);
  save("/InfoVisFigures/Exp3pBox.png");
  
  background(255);
  size(500,625);
  
  //      System.out.println("Figure  8c");
        
  fig = new Chart(50,10,450,575);
  fig.setAxis("Average p-value of presented graph (two sample t-test)",0.0,0.35,0.05,0.01);
  fig.setGap(5);
  
  fig.addViolin(new Violin(0.1315765,#fc8d62,(0.1650846-0.0980684)/2.0,34,"1"));
  fig.addViolin(new Violin(0.0845777,#fc8d62,(0.1056931-0.0634622)/2.0,59,"2"));
  fig.addViolin(new Violin(0.0810771,#fc8d62,(0.100674-0.0614802)/2.0,66,"3")); 
  fig.addViolin(new Violin(0.0887978,#fc8d62,(0.1072454-0.0703501)/2.0,101,"4")); 
  fig.addViolin(new Violin(0.0591208,#fc8d62,(0.0698878-0.0483538)/2.0,206,"5")); 
  fig.addViolin(new Violin(0.0298576,#fc8d62,(0.0390978-0.0206174)/2.0,174,"6"));
  fig.addViolin(new Violin(0.0125898,#fc8d62,(0.0181681-0.0070116)/2.0,216,"7"));
    
  fig.draw();
  text("Participant Confidence (1=Least Confident, 7=Most Confident)", 250 - (textWidth("Participant Confidence (1=Least Confident, 7=Most Confident)")/2.0),615);
  save("/InfoVisFigures/Exp3pGradient.png");
  
  background(255);
  size(500,625);
  //      System.out.println("Figure  8d");
  
  fig = new Chart(50,10,450,575);
  fig.setAxis("Average p-value of presented graph (two sample t-test)",0.0,0.35,0.05,0.01);
  fig.setGap(5);
  
  fig.addViolin(new Violin(0.1676684,#8da0cb,(0.2451276-0.0902092)/2.0,9,"1"));
  fig.addViolin(new Violin(0.1224855,#8da0cb,(0.1489727-0.0959983)/2.0,46,"2"));
  fig.addViolin(new Violin(0.0889436,#8da0cb,(0.108654-0.0692332)/2.0,66,"3"));
  fig.addViolin(new Violin(0.0794416,#8da0cb,(0.0921979-0.0666854)/2.0,172,"4")); 
  fig.addViolin(new Violin(0.050544,#8da0cb,(0.0604034-0.0406846)/2.0,241,"5"));
  fig.addViolin(new Violin(0.0158756,#8da0cb,(0.0216878-0.0100634)/2.0,181,"6"));
  fig.addViolin(new Violin(0.0180513,#8da0cb,(0.0262072-0.0098954)/2.0,157,"7"));    
    
  fig.draw();
  text("Participant Confidence (1=Least Confident, 7=Most Confident)", 250 - (textWidth("Participant Confidence (1=Least Confident, 7=Most Confident)")/2.0),615);
  save("/InfoVisFigures/Exp3pViolin.png");
}

void draw(){

}