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NTahmid

outliers_v2_box_plot

NTahmid
Feb 26th, 2024 (edited)
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  1. ```html
  2. <!DOCTYPE html>
  3. <meta charset="utf-8" />
  4.  
  5. <!-- Load d3.js -->
  6. <script src="https://d3js.org/d3.v4.js"></script>
  7. <script src="https://rawgit.com/susielu/d3-annotation/master/d3-annotation.min.js"></script>
  8. <!-- Create a div where the graph will take place -->
  9. <div id="my_dataviz"></div>
  10.  
  11. <script>
  12.   // set the dimensions and margins of the graph
  13.   var margin = { top: 10, right: 30, bottom: 30, left: 40 },
  14.     width = 960 - margin.left - margin.right,
  15.     height = 600 - margin.top - margin.bottom;
  16.   var chartWidth = 700;
  17.   var boxWidth = 100;
  18.  
  19.   // append the svg object to the body of the page
  20.   var svg = d3
  21.     .select("#my_dataviz")
  22.     .append("svg")
  23.     .attr("width", width + margin.left + margin.right)
  24.     .attr("height", height + margin.top + margin.bottom)
  25.     .append("g")
  26.     .attr("transform", "translate(" + margin.left + "," + margin.top + ")");
  27.  
  28.   var months = ["Jan", "Apr", "Jul"];
  29.  
  30.   // Actual data for chickenpox cases - Data for January, April, and July with added data points and outliers
  31.   //These data are used to render the box plot
  32.   var actualData = [
  33.     [
  34.       956, 922, 1320, 1500, 1124, 970, 1120, 1154, 970, 1220, 1100, 980, 1050,
  35.       950, 1000, 1800, 1650,
  36.     ], // Data for January
  37.     [
  38.       1005, 1075, 1035, 1200, 1125, 980, 1080, 1150, 930, 1185, 1065, 955, 1000,
  39.       920, 980, 1500, 1420,
  40.     ], // Data for April
  41.     [
  42.       1120, 980, 1035, 1250, 1300, 1400, 1500, 1150, 950, 1000, 1045, 1280,
  43.       1200, 1250, 1380, 1420, 1500,
  44.     ], // Data for July
  45.   ];
  46.  
  47.   var rectangleColors = ["#8ebad9", "#ffbe86", "#95cf95"];
  48.   var lineColors = ["#1f77b4", "#ff7f0e", "#2ca02c"];
  49.  
  50.   //blue, tan, red colors
  51.   var legendColors = d3
  52.     .scaleOrdinal()
  53.     .domain(months)
  54.     .range(["#8ebad9", "#ffbe86", "#95cf95"]);
  55.  
  56.   //Title
  57.   svg
  58.     .append("text")
  59.     .attr("x", chartWidth / 2)
  60.     .attr("y", 40 - margin.top / 2)
  61.     .attr("text-anchor", "middle")
  62.     .style("font-size", "16px")
  63.     .style("text-decoration", "underline")
  64.     .text("Monthly Chickenpox Cases in NYC 1931-1971");
  65.  
  66.   // Show the X scale
  67.   var x = d3
  68.     .scaleBand()
  69.     .range([0, chartWidth])
  70.     .domain(months)
  71.     .paddingInner(1)
  72.     .paddingOuter(0.5);
  73.   svg
  74.     .append("g")
  75.     .attr("transform", "translate(40," + height + ")")
  76.     .call(d3.axisBottom(x));
  77.  
  78.   // Show the Y scale
  79.   var y = d3.scaleLinear().domain([400, 2000]).range([height, 80]);
  80.   svg
  81.     .append("g")
  82.     .attr("transform", "translate(40," + 0 + ")")
  83.     .call(d3.axisLeft(y));
  84.  
  85.   // Y axis label:
  86.   svg
  87.     .append("text")
  88.     .attr("text-anchor", "middle")
  89.     .attr("transform", "rotate(-90)")
  90.     .attr("y", -margin.left + 20)
  91.     .attr("x", -height / 2 + 20)
  92.     .text("Number of Chickenpox Cases");
  93.  
  94.   // Loop through the data and draw the boxplots
  95.   var boxes = svg
  96.     .selectAll(".box")
  97.     .data(months)
  98.     .enter()
  99.     .append("g")
  100.     .attr("class", "box")
  101.     .attr("transform", function (d) {
  102.       return "translate(" + (x(d) + 40 - boxWidth / 2) + ",0)";
  103.     });
  104.  
  105.   boxes.each(function (month, i) {
  106.     var data = actualData[i].sort(d3.ascending);
  107.     var q1 = d3.quantile(data, 0.25);
  108.     var median = d3.quantile(data, 0.5);
  109.     var q3 = d3.quantile(data, 0.75);
  110.     var interQuantileRange = q3 - q1;
  111.     var min = q1 - 1.5 * interQuantileRange;
  112.     var max = q3 + 1.5 * interQuantileRange;
  113.  
  114.     console.log(min);
  115.     console.log(max);
  116.  
  117.     // Show the main vertical line
  118.     d3.select(this)
  119.       .append("line")
  120.       .attr("x1", boxWidth / 2)
  121.       .attr("x2", boxWidth / 2)
  122.       .attr("y1", y(min))
  123.       .attr("y2", y(max))
  124.       .attr("stroke", lineColors[i]);
  125.  
  126.     // Show the box
  127.     d3.select(this)
  128.       .append("rect")
  129.       .attr("y", y(q3))
  130.       .attr("height", y(q1) - y(q3))
  131.       .attr("width", boxWidth)
  132.       .attr("stroke", lineColors[i])
  133.       .style("fill", rectangleColors[i]);
  134.  
  135.     // show median, min and max horizontal lines
  136.     d3.select(this)
  137.       .selectAll("toto")
  138.       .data([min, median, max])
  139.       .enter()
  140.       .append("line")
  141.       .attr("x1", 0)
  142.       .attr("x2", boxWidth)
  143.       .attr("y1", function (d) {
  144.         return y(d);
  145.       })
  146.       .attr("y2", function (d) {
  147.         return y(d);
  148.       })
  149.       .attr("stroke", lineColors[i]);
  150.  
  151.     var filteredData = data.filter(function (d) {
  152.       return d > max || d < min;
  153.    });
  154.  
  155.    // Annotate outliers
  156.    d3.select(this)
  157.      .selectAll("circle.outlier")
  158.      .data(filteredData)
  159.      .enter()
  160.      .append("circle")
  161.      .attr("class", "outlier")
  162.      .attr("cx", function (d) {
  163.        return boxWidth / 2;
  164.      })
  165.      .attr("cy", function (d) {
  166.        return y(d);
  167.      })
  168.      .attr("r", 4)
  169.      .style("fill", "none") // Transparent fill
  170.      .attr("stroke", "#c86984"); // Color for outliers
  171.  
  172.  });
  173.  
  174.  // Legend
  175.  var size = 20;
  176.  svg
  177.    .selectAll(".mydots")
  178.    .data(months)
  179.    .enter()
  180.    .append("rect")
  181.    .attr("class", "mydots")
  182.    .attr("x", 800)
  183.    .attr("y", function (d, i) {
  184.      return 100 + i * (size + 5);
  185.    })
  186.    .attr("width", size)
  187.    .attr("height", size)
  188.    .style("fill", function (d) {
  189.      return legendColors(d);
  190.    });
  191.  
  192.  svg
  193.    .selectAll(".mylabels")
  194.    .data(months)
  195.    .enter()
  196.    .append("text")
  197.    .attr("class", "mylabels")
  198.    .attr("x", 800 + size * 1.2)
  199.    .attr("y", function (d, i) {
  200.      return 100 + i * (size + 5) + size / 2;
  201.    })
  202.    .style("fill", function (d) {
  203.      return legendColors(d);
  204.    })
  205.    .text(function (d) {
  206.      return d;
  207.    })
  208.    .attr("text-anchor", "left")
  209.    .style("alignment-baseline", "middle");
  210. </script>
  211. ```
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