1 | // Implements a horizon layout, which is a variation of a single-series |
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2 | // area chart where the area is folded into multiple bands. Color is used to |
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3 | // encode band, allowing the size of the chart to be reduced significantly |
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4 | // without impeding readability. This layout algorithm is based on the work of |
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5 | // J. Heer, N. Kong and M. Agrawala in "Sizing the Horizon: The Effects of Chart |
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6 | // Size and Layering on the Graphical Perception of Time Series Visualizations", |
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7 | // CHI 2009. http://hci.stanford.edu/publications/2009/heer-horizon-chi09.pdf |
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8 | d3.chart.horizon = function() { |
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9 | var bands = 1, // between 1 and 5, typically |
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10 | mode = "offset", // or mirror |
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11 | interpolate = "linear", // or basis, monotone, step-before, etc. |
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12 | x = d3_chart_horizonX, |
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13 | y = d3_chart_horizonY, |
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14 | w = 960, |
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15 | h = 40, |
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16 | duration = 0; |
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17 | |
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18 | var color = d3.scale.linear() |
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19 | .domain([-1, 0, 1]) |
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20 | .range(["#d62728", "#fff", "#1f77b4"]); |
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21 | |
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22 | // For each small multiple⊠|
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23 | function horizon(g) { |
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24 | g.each(function(d, i) { |
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25 | var g = d3.select(this), |
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26 | n = 2 * bands + 1, |
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27 | xMin = Infinity, |
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28 | xMax = -Infinity, |
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29 | yMax = -Infinity, |
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30 | x0, // old x-scale |
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31 | y0, // old y-scale |
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32 | id; // unique id for paths |
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33 | |
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34 | // Compute x- and y-values along with extents. |
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35 | var data = d.map(function(d, i) { |
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36 | var xv = x.call(this, d, i), |
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37 | yv = y.call(this, d, i); |
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38 | if (xv < xMin) xMin = xv; |
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39 | if (xv > xMax) xMax = xv; |
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40 | if (-yv > yMax) yMax = -yv; |
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41 | if (yv > yMax) yMax = yv; |
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42 | return [xv, yv]; |
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43 | }); |
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44 | |
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45 | // Compute the new x- and y-scales. |
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46 | var x1 = d3.scale.linear().domain([xMin, xMax]).range([0, w]), |
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47 | y1 = d3.scale.linear().domain([0, yMax]).range([0, h * bands]); |
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48 | |
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49 | // Retrieve the old scales, if this is an update. |
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50 | if (this.__chart__) { |
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51 | x0 = this.__chart__.x; |
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52 | y0 = this.__chart__.y; |
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53 | id = this.__chart__.id; |
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54 | } else { |
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55 | x0 = d3.scale.linear().domain([0, Infinity]).range(x1.range()); |
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56 | y0 = d3.scale.linear().domain([0, Infinity]).range(y1.range()); |
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57 | id = ++d3_chart_horizonId; |
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58 | } |
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59 | |
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60 | // We'll use a defs to store the area path and the clip path. |
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61 | var defs = g.selectAll("defs") |
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62 | .data([data]); |
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63 | |
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64 | var defsEnter = defs.enter().append("svg:defs"); |
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65 | |
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66 | // The clip path is a simple rect. |
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67 | defsEnter.append("svg:clipPath") |
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68 | .attr("id", "d3_chart_horizon_clip" + id) |
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69 | .append("svg:rect") |
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70 | .attr("width", w) |
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71 | .attr("height", h); |
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72 | |
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73 | defs.select("rect").transition() |
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74 | .duration(duration) |
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75 | .attr("width", w) |
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76 | .attr("height", h); |
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77 | |
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78 | // The area path is rendered with our resuable d3.svg.area. |
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79 | defsEnter.append("svg:path") |
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80 | .attr("id", "d3_chart_horizon_path" + id) |
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81 | .attr("d", d3_chart_horizonArea |
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82 | .interpolate(interpolate) |
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83 | .x(function(d) { return x0(d[0]); }) |
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84 | .y0(h * bands) |
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85 | .y1(function(d) { return h * bands - y0(d[1]); })) |
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86 | .transition() |
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87 | .duration(duration) |
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88 | .attr("d", d3_chart_horizonArea |
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89 | .x(function(d) { return x1(d[0]); }) |
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90 | .y1(function(d) { return h * bands - y1(d[1]); })); |
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91 | |
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92 | defs.select("path").transition() |
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93 | .duration(duration) |
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94 | .attr("d", d3_chart_horizonArea); |
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95 | |
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96 | // We'll use a container to clip all horizon layers at once. |
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97 | g.selectAll("g") |
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98 | .data([null]) |
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99 | .enter().append("svg:g") |
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100 | .attr("clip-path", "url(#d3_chart_horizon_clip" + id + ")"); |
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101 | |
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102 | // Define the transform function based on the mode. |
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103 | var transform = mode == "offset" |
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104 | ? function(d) { return "translate(0," + (d + (d < 0) - bands) * h + ")"; } |
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105 | : function(d) { return (d < 0 ? "scale(1,-1)" : "") + "translate(0," + (d - bands) * h + ")"; }; |
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106 | |
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107 | // Instantiate each copy of the path with different transforms. |
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108 | var u = g.select("g").selectAll("use") |
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109 | .data(d3.range(-1, -bands - 1, -1).concat(d3.range(1, bands + 1)), Number); |
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110 | |
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111 | // TODO don't fudge the enter transition |
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112 | u.enter().append("svg:use") |
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113 | .attr("xlink:href", "#d3_chart_horizon_path" + id) |
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114 | .attr("transform", function(d) { return transform(d + (d > 0 ? 1 : -1)); }) |
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115 | .style("fill", color) |
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116 | .transition() |
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117 | .duration(duration) |
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118 | .attr("transform", transform); |
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119 | |
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120 | u.transition() |
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121 | .duration(duration) |
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122 | .attr("transform", transform) |
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123 | .style("fill", color); |
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124 | |
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125 | u.exit().transition() |
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126 | .duration(duration) |
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127 | .attr("transform", transform) |
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128 | .remove(); |
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129 | |
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130 | // Stash the new scales. |
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131 | this.__chart__ = {x: x1, y: y1, id: id}; |
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132 | }); |
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133 | d3.timer.flush(); |
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134 | } |
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135 | |
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136 | horizon.duration = function(x) { |
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137 | if (!arguments.length) return duration; |
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138 | duration = +x; |
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139 | return horizon; |
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140 | }; |
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141 | |
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142 | horizon.bands = function(x) { |
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143 | if (!arguments.length) return bands; |
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144 | bands = +x; |
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145 | color.domain([-bands, 0, bands]); |
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146 | return horizon; |
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147 | }; |
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148 | |
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149 | horizon.mode = function(x) { |
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150 | if (!arguments.length) return mode; |
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151 | mode = x + ""; |
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152 | return horizon; |
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153 | }; |
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154 | |
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155 | horizon.colors = function(x) { |
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156 | if (!arguments.length) return color.range(); |
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157 | color.range(x); |
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158 | return horizon; |
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159 | }; |
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160 | |
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161 | horizon.interpolate = function(x) { |
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162 | if (!arguments.length) return interpolate; |
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163 | interpolate = x + ""; |
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164 | return horizon; |
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165 | }; |
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166 | |
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167 | horizon.x = function(z) { |
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168 | if (!arguments.length) return x; |
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169 | x = z; |
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170 | return horizon; |
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171 | }; |
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172 | |
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173 | horizon.y = function(z) { |
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174 | if (!arguments.length) return y; |
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175 | y = z; |
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176 | return horizon; |
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177 | }; |
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178 | |
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179 | horizon.width = function(x) { |
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180 | if (!arguments.length) return w; |
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181 | w = +x; |
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182 | return horizon; |
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183 | }; |
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184 | |
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185 | horizon.height = function(x) { |
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186 | if (!arguments.length) return h; |
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187 | h = +x; |
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188 | return horizon; |
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189 | }; |
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190 | |
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191 | return horizon; |
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192 | }; |
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193 | |
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194 | var d3_chart_horizonArea = d3.svg.area(), |
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195 | d3_chart_horizonId = 0; |
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196 | |
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197 | function d3_chart_horizonX(d) { |
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198 | return d[0]; |
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199 | } |
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200 | |
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201 | function d3_chart_horizonY(d) { |
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202 | return d[1]; |
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203 | } |
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