Psychsignal - APPL - Anomalies

5400ebc59841fa7f50000811.json

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index.html

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                var val = "";
                if (currentRow != null) {
                  val += currentRow[d].toString();
                }
                return val;
              });
    svg.select(".field-counter").select("text")
        .text(function(d) {
                var str = "";
                if (currentIds != null && currentIds.length > 1) {
                  str += (1 + pointIndex % currentIds.length) + " of " + currentIds.length;
                }
                return str;
              });
  }

  function updateUniqueMap() {
    uniqueMap = {};
    for (var i = 0; i < rows.length; i++) {
      if (shows[i]) {
        var key = genKey(rows[i]);
        if (key in uniqueMap) {
          uniqueMap[key].push(i);
        } else {
          uniqueMap[key] = [i];
        }
      }
    }
    colorMap = {};
    xMap = {};
    yMap = {};
    for (var key in uniqueMap) {
      var ids = uniqueMap[key];
      if (ids.length > 1) {
        if (fields[x].optype == "numeric") {
          var sum = 0;
          for (var j = 0; j < ids.length; j++) {
            sum += rows[ids[j]][x];
          }
          xMap[key] = sum / ids.length;
        } else {
          xMap[key] = rows[ids[0]][x];
        }
        if (fields[y].optype == "numeric") {
          var sum = 0;
          for (var j = 0; j < ids.length; j++) {
            sum += rows[ids[j]][y];
          }
          yMap[key] = sum / ids.length;
        } else {
          yMap[key] = rows[ids[0]][y];
        }
        if (fields[c].optype == "numeric") {
          var sum = 0;
          for (var j = 0; j < ids.length; j++) {
            sum += rows[ids[j]][c];
          }
          colorMap[key] = sum / ids.length;
        } else {
          var cat_counts = {};
          for (var j = 0; j < ids.length; j++) {
            var cat = rows[ids[j]][c];
            if (cat in cat_counts) {
              cat_counts[cat] = cat_counts[cat] + 1;
            } else {
              cat_counts[cat] = 1;
            }
          }
          var max_count = 0;
          var max_cat;
          for (cat in cat_counts) {
            if (cat_counts[cat] > max_count) {
              max_count = cat_counts[cat];
              max_cat = cat;
            }
          }
          colorMap[key] = max_cat;
          if (rows[ids[0]][c] != max_cat) {
            for (var j = 0; j < ids.length; j++) {
              if (rows[ids[j]][c] == max_cat) {
                var temp = ids[0];
                ids[0] = ids[j];
                ids[j] = temp;
                break;
              }
            }
          }
        }
      } else {
        colorMap[key] = rows[ids[0]][c];
        xMap[key] = rows[ids[0]][x];
        yMap[key] = rows[ids[0]][y];
      }
    }
  }

  function updateColorFn() {
    if (fields[c].optype == "numeric") {
      if (cLogMode && fields[c].min > 0) {
        colorFn = d3.scale.log()
                     .domain([fields[c].min, fields[c].max])
                     .range(["#3f3", "#f55"])
      } else {
        if (cLogMode) removeParam("cLog");
        colorFn = d3.scale.linear()
                     .domain([fields[c].min, fields[c].max])
                     .range(["#3f3", "#f55"])
      }
    } else {
      if (fields[c].cats.length <= 10) {
        colorFn = d3.scale.category10().domain(fields[c].cats);
      } else {
        colorFn = d3.scale.category20().domain(fields[c].cats);
      }
    }
  }

  function calcRange(col) {
    if (fields[col].optype == "numeric") {
      var min = rows[0][col];
      var max = rows[0][col];
      for (var i = 0; i < rows.length; i++) {
        min = Math.min(min, rows[i][col]);
        max = Math.max(max, rows[i][col]);
      }
      fields[col].min = min;
      fields[col].max = max;
    } else {
      var categories = {};
      for (var i = 0; i < rows.length; i++) {
        var val = rows[i][col];
        if (val == null || val == "") {
          val = "?";
          rows[i][col] = val;
        }
        categories[val] = true;
      }
      var finalCats = [];
      for (var cat in categories) {
        finalCats.push(cat);
      }
      fields[col].cats = finalCats.sort();
    }
  }

  function updateScale(col, rangeMin, rangeMax, isX) {
    if (fields[col].optype == "numeric") {

      var firstIndex;
      for (firstIndex = 0; firstIndex < shows.length; firstIndex++) {
        if (shows[firstIndex]) {
          break;
        }
      }
      var min = rows[firstIndex][col];
      var max = rows[firstIndex][col];

      var uniques = {};
      var uniqueCount = 0;
      for (var i = 0; i < rows.length; i++) {
        if (shows[i]) {
          var key = rows[i][col].toString();
          if (!(key in uniques)) {
            uniques[key] = true;
            uniqueCount += 1;
          }
          min = Math.min(min, rows[i][col]);
          max = Math.max(max, rows[i][col]);
        }
      }

      if (min == max) {
        var buf = (fields[col].max - fields[col].min) / 100;
        if (buf == 0) {
          buf = 0.1;
        }
        min -= buf;
        max += buf;
      }

      if (min > 0 && ((col == x && xLogMode && isX) || (col == y && yLogMode && !isX))) {
        return d3.scale.log()
                 .range([rangeMin, rangeMax])
                 .domain([min, max]);

      } else {
        if (min <= 0 && ((col == x && xLogMode && isX) || (col == y && yLogMode && !isX))) {
          if (isX) {
            xLogMode = false;
            removeParam("xLog");
          } else {
            yLogMode = false;
            removeParam("yLog");
          }
        }

        var diff = max - min;
        if (uniqueCount > 4) {
          max += diff / 30;
          min -= diff / 30;
        } else {
          max += diff / 5;
          min -= diff / 5;
        }
        return d3.scale.linear()
                 .range([rangeMin, rangeMax])
                 .domain([min, max]);
      }
    } else {
      if (isX) {
        xLogMode = false;
      } else {
        yLogMode = false;
      }
      var categories = {};
      for (var i = 0; i < rows.length; i++) {
        categories[rows[i][col]] = true;
      }
      var finalCats = [];
      for (var cat in categories) {
        if (!fields[col].constraint || cat in fields[col].catConstraint) {
          finalCats.push(cat);
        }
      }
      return d3.scale.ordinal()
               .domain(finalCats.sort())
               .rangePoints([rangeMin, rangeMax], 1);
    }
  }

  function updateScales () {
    xScale = updateScale(x, buffer, plotWidth, true);
    yScale = updateScale(y, plotHeight, 0, false);
    xAxis = d3.svg.axis()
              .scale(xScale)
              .orient("bottom")
              .tickPadding(10)
              .tickSize(-plotHeight);

    yAxis = d3.svg.axis()
              .scale(yScale)
              .orient("left")
              .tickPadding(10)
              .tickSize(-plotWidth + buffer);
  }

  function point_size(index) {
    if (shows[index]) {
      return r * Math.pow(uniqueMap[genKey(rows[index])].length, 0.5);
    } else {
      return r;
    }
  }

  function makePoints() {
    svg.selectAll(".data")
       .data(Array.apply(null, Array(rows.length)).map(function (_, i) {return i;}))
       .enter()
       .append("g")
         .attr("class", "data")
         .style("opacity", "0")
         .style("fill", "#fff")
         .style("stroke", "#fff")
         .style("stroke-width", "1.5")
       .append("circle")
         .attr("class", "point")
         .on("click", function(d) {
                        pointIndex += 1;
                        updateFieldValues();
                      })
         .on("mouseover", function(d) {
                            d3.select(this)
                              .attr("r", point_size(d) + Math.pow(point_size(d), 0.15) + 1);
                            currentIds = uniqueMap[genKey(rows[d])];
                            updateFieldValues();
                          })
         .on("mouseout", function(d) {
                            d3.select(this)
                              .attr("r", (point_size(d)));
                            currentIds = null;
                            pointIndex = 0;
                            updateFieldValues();
                          });
  }

  function updatePoints() {
    var transitions = 0;

    svg.selectAll(".data")
          .style("cursor", function (d) {
                             if (shows[d] && uniqueMap[genKey(rows[d])].length > 1) {
                               return "pointer";
                             } else {
                               return "auto";
                             }
                           })
          .sort(function (a, b) {
                  var pa = point_size(a);
                  var pb = point_size(b);
                  if (pa == pb) {
                    if (a > b) {
                      return -1;
                    } else {
                      return 1;
                    }
                  }
                  if (pa > pb) {
                    return -1;
                  } else {
                    return 1;
                  }
                })
        .transition()
        .duration(700)
          .style("opacity", function (d) {
                             if (shows[d] && uniqueMap[genKey(rows[d])][0] == d) {
                               return "0.9";
                             } else {
                               return "0";
                             }
                          })
          .style("fill", function(d) {
                           if (shows[d]) {
                             return colorFn(colorMap[genKey(rows[d])]);
                           } else {
                             return "#999";
                           }
                         })
          .style("stroke", function(d) {
                             if (shows[d]) {
                               return d3.rgb(colorFn(colorMap[genKey(rows[d])])).darker(0.3);
                             } else {
                               return "#999";
                             }
                           })
        .select(".point")
          .attr("display", function (d) {
                             if (shows[d]) {
                               return "inherit";
                             } else {
                               return "none";
                             }
                          })
          .attr("r", function(d) {
                       return point_size(d);
                     })
          .attr("cx", function(d) {
                         var key = genKey(rows[d]);
                         if (key in xMap) {
                           return xScale(xMap[key]);
                         } else {
                           if (fields[x].optype == "numeric") {
                             return Math.round(xScale(rows[d][x]));
                           } else {
                             return xScale(rows[d][x]);
                           }
                         }
                      })
          .attr("cy", function(d) {
                         var key = genKey(rows[d]);
                         if (key in yMap) {
                           return yScale(yMap[key]);
                         } else {
                           if (fields[y].optype == "numeric") {
                             return Math.round(yScale(rows[d][y]));
                           } else {
                             return yScale(rows[d][y]);
                           }
                         }
                      })
          .transition()
                     .attr("display", function (d) {
                             if (shows[d] && uniqueMap[genKey(rows[d])][0] == d) {
                               return "inherit";
                             } else {
                               return "none";
                             }
                          });
  }

  function revealPoints() {
    svg.selectAll(".data")
        .data(Array.apply(null, Array(rows.length)).map(function (_, i) {return i;}))
        .select(".point")
  }

});


</script>