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データ解析のための統計モデリング
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"text": "100x4 DataFrame\n| Row | N | y | x | f |\n|-----|---|---|-------|-----|\n| 1 | 8 | 1 | 9.76 | \"C\" |\n| 2 | 8 | 6 | 10.48 | \"C\" |\n| 3 | 8 | 5 | 10.83 | \"C\" |\n| 4 | 8 | 6 | 10.94 | \"C\" |\n| 5 | 8 | 1 | 9.37 | \"C\" |\n| 6 | 8 | 1 | 8.81 | \"C\" |\n| 7 | 8 | 3 | 9.49 | \"C\" |\n| 8 | 8 | 6 | 11.02 | \"C\" |\n| 9 | 8 | 0 | 7.97 | \"C\" |\n| 10 | 8 | 8 | 11.55 | \"C\" |\n| 11 | 8 | 0 | 9.46 | \"C\" |\n\u22ee\n| 89 | 8 | 8 | 11.3 | \"T\" |\n| 90 | 8 | 8 | 10.84 | \"T\" |\n| 91 | 8 | 8 | 10.97 | \"T\" |\n| 92 | 8 | 3 | 8.6 | \"T\" |\n| 93 | 8 | 7 | 9.91 | \"T\" |\n| 94 | 8 | 8 | 11.38 | \"T\" |\n| 95 | 8 | 8 | 10.39 | \"T\" |\n| 96 | 8 | 7 | 10.45 | \"T\" |\n| 97 | 8 | 0 | 8.94 | \"T\" |\n| 98 | 8 | 5 | 8.94 | \"T\" |\n| 99 | 8 | 8 | 10.14 | \"T\" |\n| 100 | 8 | 1 | 8.5 | \"T\" |"
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{\n // Browser globals (glob is window)\n // Snap adds itself to window\n glob.Gadfly = factory(glob.Snap);\n }\n}(this, function (Snap) {\n\nvar Gadfly = {};\n\n// Get an x/y coordinate value in pixels\nvar xPX = function(fig, x) {\n var client_box = fig.node.getBoundingClientRect();\n return x * fig.node.viewBox.baseVal.width / client_box.width;\n};\n\nvar yPX = function(fig, y) {\n var client_box = fig.node.getBoundingClientRect();\n return y * fig.node.viewBox.baseVal.height / client_box.height;\n};\n\n\nSnap.plugin(function (Snap, Element, Paper, global) {\n // Traverse upwards from a snap element to find and return the first\n // note with the \"plotroot\" class.\n Element.prototype.plotroot = function () {\n var element = this;\n while (!element.hasClass(\"plotroot\") && element.parent() != null) {\n element = element.parent();\n }\n return element;\n };\n\n Element.prototype.svgroot = function () {\n var element = this;\n while (element.node.nodeName != \"svg\" && element.parent() != null) {\n element = element.parent();\n }\n return element;\n };\n\n Element.prototype.plotbounds = function () {\n var root = this.plotroot()\n var bbox = root.select(\".guide.background\").node.getBBox();\n return {\n x0: bbox.x,\n x1: bbox.x + bbox.width,\n y0: bbox.y,\n y1: bbox.y + bbox.height\n };\n };\n\n Element.prototype.plotcenter = function () {\n var root = this.plotroot()\n var bbox = root.select(\".guide.background\").node.getBBox();\n return {\n x: bbox.x + bbox.width / 2,\n y: bbox.y + bbox.height / 2\n };\n };\n\n // Emulate IE style mouseenter/mouseleave events, since Microsoft always\n // does everything right.\n // See: http://www.dynamic-tools.net/toolbox/isMouseLeaveOrEnter/\n var events = [\"mouseenter\", \"mouseleave\"];\n\n for (i in events) {\n (function (event_name) {\n var event_name = events[i];\n Element.prototype[event_name] = function (fn, scope) {\n if (Snap.is(fn, \"function\")) {\n var fn2 = function (event) {\n if (event.type != \"mouseover\" && event.type != \"mouseout\") {\n return;\n }\n\n var reltg = event.relatedTarget ? event.relatedTarget :\n event.type == \"mouseout\" ? event.toElement : event.fromElement;\n while (reltg && reltg != this.node) reltg = reltg.parentNode;\n\n if (reltg != this.node) {\n return fn.apply(this, event);\n }\n };\n\n if (event_name == \"mouseenter\") {\n this.mouseover(fn2, scope);\n } else {\n this.mouseout(fn2, scope);\n }\n }\n return this;\n };\n })(events[i]);\n }\n\n\n Element.prototype.mousewheel = function (fn, scope) {\n if (Snap.is(fn, \"function\")) {\n var el = this;\n var fn2 = function (event) {\n fn.apply(el, [event]);\n };\n }\n\n this.node.addEventListener(\n /Firefox/i.test(navigator.userAgent) ? \"DOMMouseScroll\" : \"mousewheel\",\n fn2);\n\n return this;\n };\n\n\n // Snap's attr function can be too slow for things like panning/zooming.\n // This is a function to directly update element attributes without going\n // through eve.\n Element.prototype.attribute = function(key, val) {\n if (val === undefined) {\n return this.node.getAttribute(key, val);\n } else {\n return this.node.setAttribute(key, val);\n }\n };\n});\n\n\n// When the plot is moused over, emphasize the grid lines.\nGadfly.plot_mouseover = function(event) {\n var root = this.plotroot();\n init_pan_zoom(root);\n\n var xgridlines = root.select(\".xgridlines\"),\n ygridlines = root.select(\".ygridlines\");\n\n xgridlines.data(\"unfocused_strokedash\",\n xgridlines.attr(\"stroke-dasharray\").replace(/px/g, \"mm\"))\n ygridlines.data(\"unfocused_strokedash\",\n ygridlines.attr(\"stroke-dasharray\").replace(/px/g, \"mm\"))\n\n // emphasize grid lines\n var destcolor = root.data(\"focused_xgrid_color\");\n xgridlines.attr(\"stroke-dasharray\", \"none\")\n .selectAll(\"path\")\n .animate({stroke: destcolor}, 250);\n\n destcolor = root.data(\"focused_ygrid_color\");\n ygridlines.attr(\"stroke-dasharray\", \"none\")\n .selectAll(\"path\")\n .animate({stroke: destcolor}, 250);\n\n // reveal zoom slider\n root.select(\".zoomslider\")\n .animate({opacity: 1.0}, 250);\n};\n\n\n// Unemphasize grid lines on mouse out.\nGadfly.plot_mouseout = function(event) {\n var root = this.plotroot();\n var xgridlines = root.select(\".xgridlines\"),\n ygridlines = root.select(\".ygridlines\");\n\n var destcolor = root.data(\"unfocused_xgrid_color\");\n\n xgridlines.attr(\"stroke-dasharray\", xgridlines.data(\"unfocused_strokedash\"))\n .selectAll(\"path\")\n .animate({stroke: destcolor}, 250);\n\n destcolor = root.data(\"unfocused_ygrid_color\");\n ygridlines.attr(\"stroke-dasharray\", ygridlines.data(\"unfocused_strokedash\"))\n .selectAll(\"path\")\n .animate({stroke: destcolor}, 250);\n\n // hide zoom slider\n root.select(\".zoomslider\")\n .animate({opacity: 0.0}, 250);\n};\n\n\nvar set_geometry_transform = function(root, tx, ty, scale) {\n var xscalable = root.hasClass(\"xscalable\"),\n yscalable = root.hasClass(\"yscalable\");\n\n var old_scale = root.data(\"scale\");\n\n var xscale = xscalable ? scale : 1.0,\n yscale = yscalable ? scale : 1.0;\n\n tx = xscalable ? tx : 0.0;\n ty = yscalable ? ty : 0.0;\n\n var t = new Snap.Matrix().translate(tx, ty).scale(xscale, yscale);\n\n root.selectAll(\".geometry, image\")\n .forEach(function (element, i) {\n element.transform(t);\n });\n\n bounds = root.plotbounds();\n\n if (yscalable) {\n var xfixed_t = new Snap.Matrix().translate(0, ty).scale(1.0, yscale);\n root.selectAll(\".xfixed\")\n .forEach(function (element, i) {\n element.transform(xfixed_t);\n });\n\n root.select(\".ylabels\")\n .transform(xfixed_t)\n .selectAll(\"text\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n var cx = element.asPX(\"x\"),\n cy = element.asPX(\"y\");\n var st = element.data(\"static_transform\");\n unscale_t = new Snap.Matrix();\n unscale_t.scale(1, 1/scale, cx, cy).add(st);\n element.transform(unscale_t);\n\n var y = cy * scale + ty;\n element.attr(\"visibility\",\n bounds.y0 <= y && y <= bounds.y1 ? \"visible\" : \"hidden\");\n }\n });\n }\n\n if (xscalable) {\n var yfixed_t = new Snap.Matrix().translate(tx, 0).scale(xscale, 1.0);\n var xtrans = new Snap.Matrix().translate(tx, 0);\n root.selectAll(\".yfixed\")\n .forEach(function (element, i) {\n element.transform(yfixed_t);\n });\n\n root.select(\".xlabels\")\n .transform(yfixed_t)\n .selectAll(\"text\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n var cx = element.asPX(\"x\"),\n cy = element.asPX(\"y\");\n var st = element.data(\"static_transform\");\n unscale_t = new Snap.Matrix();\n unscale_t.scale(1/scale, 1, cx, cy).add(st);\n\n element.transform(unscale_t);\n\n var x = cx * scale + tx;\n element.attr(\"visibility\",\n bounds.x0 <= x && x <= bounds.x1 ? \"visible\" : \"hidden\");\n }\n });\n }\n\n // we must unscale anything that is scale invariance: widths, raiduses, etc.\n var size_attribs = [\"font-size\"];\n var unscaled_selection = \".geometry, .geometry *\";\n if (xscalable) {\n size_attribs.push(\"rx\");\n unscaled_selection += \", .xgridlines\";\n }\n if (yscalable) {\n size_attribs.push(\"ry\");\n unscaled_selection += \", .ygridlines\";\n }\n\n root.selectAll(unscaled_selection)\n .forEach(function (element, i) {\n // circle need special help\n if (element.node.nodeName == \"circle\") {\n var cx = element.attribute(\"cx\"),\n cy = element.attribute(\"cy\");\n unscale_t = new Snap.Matrix().scale(1/xscale, 1/yscale,\n cx, cy);\n element.transform(unscale_t);\n return;\n }\n\n for (i in size_attribs) {\n var key = size_attribs[i];\n var val = parseFloat(element.attribute(key));\n if (val !== undefined && val != 0 && !isNaN(val)) {\n element.attribute(key, val * old_scale / scale);\n }\n }\n });\n};\n\n\n// Find the most appropriate tick scale and update label visibility.\nvar update_tickscale = function(root, scale, axis) {\n if (!root.hasClass(axis + \"scalable\")) return;\n\n var tickscales = root.data(axis + \"tickscales\");\n var best_tickscale = 1.0;\n var best_tickscale_dist = Infinity;\n for (tickscale in tickscales) {\n var dist = Math.abs(Math.log(tickscale) - Math.log(scale));\n if (dist < best_tickscale_dist) {\n best_tickscale_dist = dist;\n best_tickscale = tickscale;\n }\n }\n\n if (best_tickscale != root.data(axis + \"tickscale\")) {\n root.data(axis + \"tickscale\", best_tickscale);\n var mark_inscale_gridlines = function (element, i) {\n var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n element.attribute(\"gadfly:inscale\", inscale);\n element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n };\n\n var mark_inscale_labels = function (element, i) {\n var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n element.attribute(\"gadfly:inscale\", inscale);\n element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n };\n\n root.select(\".\" + axis + \"gridlines\").selectAll(\"path\").forEach(mark_inscale_gridlines);\n root.select(\".\" + axis + \"labels\").selectAll(\"text\").forEach(mark_inscale_labels);\n }\n};\n\n\nvar set_plot_pan_zoom = function(root, tx, ty, scale) {\n var old_scale = root.data(\"scale\");\n var bounds = root.plotbounds();\n\n var width = bounds.x1 - bounds.x0,\n height = bounds.y1 - bounds.y0;\n\n // compute the viewport derived from tx, ty, and scale\n var x_min = -width * scale - (scale * width - width),\n x_max = width * scale,\n y_min = -height * scale - (scale * height - height),\n y_max = height * scale;\n\n var x0 = bounds.x0 - scale * bounds.x0,\n y0 = bounds.y0 - scale * bounds.y0;\n\n var tx = Math.max(Math.min(tx - x0, x_max), x_min),\n ty = Math.max(Math.min(ty - y0, y_max), y_min);\n\n tx += x0;\n ty += y0;\n\n // when the scale change, we may need to alter which set of\n // ticks is being displayed\n if (scale != old_scale) {\n update_tickscale(root, scale, \"x\");\n update_tickscale(root, scale, \"y\");\n }\n\n set_geometry_transform(root, tx, ty, scale);\n\n root.data(\"scale\", scale);\n root.data(\"tx\", tx);\n root.data(\"ty\", ty);\n};\n\n\nvar scale_centered_translation = function(root, scale) {\n var bounds = root.plotbounds();\n\n var width = bounds.x1 - bounds.x0,\n height = bounds.y1 - bounds.y0;\n\n var tx0 = root.data(\"tx\"),\n ty0 = root.data(\"ty\");\n\n var scale0 = root.data(\"scale\");\n\n // how off from center the current view is\n var xoff = tx0 - (bounds.x0 * (1 - scale0) + (width * (1 - scale0)) / 2),\n yoff = ty0 - (bounds.y0 * (1 - scale0) + (height * (1 - scale0)) / 2);\n\n // rescale offsets\n xoff = xoff * scale / scale0;\n yoff = yoff * scale / scale0;\n\n // adjust for the panel position being scaled\n var x_edge_adjust = bounds.x0 * (1 - scale),\n y_edge_adjust = bounds.y0 * (1 - scale);\n\n return {\n x: xoff + x_edge_adjust + (width - width * scale) / 2,\n y: yoff + y_edge_adjust + (height - height * scale) / 2\n };\n};\n\n\n// Initialize data for panning zooming if it isn't already.\nvar init_pan_zoom = function(root) {\n if (root.data(\"zoompan-ready\")) {\n return;\n }\n\n // The non-scaling-stroke trick. Rather than try to correct for the\n // stroke-width when zooming, we force it to a fixed value.\n var px_per_mm = root.node.getCTM().a;\n\n // Drag events report deltas in pixels, which we'd like to convert to\n // millimeters.\n root.data(\"px_per_mm\", px_per_mm);\n\n root.selectAll(\"path\")\n .forEach(function (element, i) {\n sw = element.asPX(\"stroke-width\") * px_per_mm;\n if (sw > 0) {\n element.attribute(\"stroke-width\", sw);\n element.attribute(\"vector-effect\", \"non-scaling-stroke\");\n }\n });\n\n // Store ticks labels original tranformation\n root.selectAll(\".xlabels > text, .ylabels > text\")\n .forEach(function (element, i) {\n var lm = element.transform().localMatrix;\n element.data(\"static_transform\",\n new Snap.Matrix(lm.a, lm.b, lm.c, lm.d, lm.e, lm.f));\n });\n\n if (root.data(\"tx\") === undefined) root.data(\"tx\", 0);\n if (root.data(\"ty\") === undefined) root.data(\"ty\", 0);\n if (root.data(\"scale\") === undefined) root.data(\"scale\", 1.0);\n if (root.data(\"xtickscales\") === undefined) {\n\n // index all the tick scales that are listed\n var xtickscales = {};\n var ytickscales = {};\n var add_x_tick_scales = function (element, i) {\n xtickscales[element.attribute(\"gadfly:scale\")] = true;\n };\n var add_y_tick_scales = function (element, i) {\n ytickscales[element.attribute(\"gadfly:scale\")] = true;\n };\n\n root.select(\".xgridlines\").selectAll(\"path\").forEach(add_x_tick_scales);\n root.select(\".ygridlines\").selectAll(\"path\").forEach(add_y_tick_scales);\n root.select(\".xlabels\").selectAll(\"text\").forEach(add_x_tick_scales);\n root.select(\".ylabels\").selectAll(\"text\").forEach(add_y_tick_scales);\n\n root.data(\"xtickscales\", xtickscales);\n root.data(\"ytickscales\", ytickscales);\n root.data(\"xtickscale\", 1.0);\n }\n\n var min_scale = 1.0, max_scale = 1.0;\n for (scale in xtickscales) {\n min_scale = Math.min(min_scale, scale);\n max_scale = Math.max(max_scale, scale);\n }\n for (scale in ytickscales) {\n min_scale = Math.min(min_scale, scale);\n max_scale = Math.max(max_scale, scale);\n }\n root.data(\"min_scale\", min_scale);\n root.data(\"max_scale\", max_scale);\n\n // store the original positions of labels\n root.select(\".xlabels\")\n .selectAll(\"text\")\n .forEach(function (element, i) {\n element.data(\"x\", element.asPX(\"x\"));\n });\n\n root.select(\".ylabels\")\n .selectAll(\"text\")\n .forEach(function (element, i) {\n element.data(\"y\", element.asPX(\"y\"));\n });\n\n // mark grid lines and ticks as in or out of scale.\n var mark_inscale = function (element, i) {\n element.attribute(\"gadfly:inscale\", element.attribute(\"gadfly:scale\") == 1.0);\n };\n\n root.select(\".xgridlines\").selectAll(\"path\").forEach(mark_inscale);\n root.select(\".ygridlines\").selectAll(\"path\").forEach(mark_inscale);\n root.select(\".xlabels\").selectAll(\"text\").forEach(mark_inscale);\n root.select(\".ylabels\").selectAll(\"text\").forEach(mark_inscale);\n\n // figure out the upper ond lower bounds on panning using the maximum\n // and minum grid lines\n var bounds = root.plotbounds();\n var pan_bounds = {\n x0: 0.0,\n y0: 0.0,\n x1: 0.0,\n y1: 0.0\n };\n\n root.select(\".xgridlines\")\n .selectAll(\"path\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n var bbox = element.node.getBBox();\n if (bounds.x1 - bbox.x < pan_bounds.x0) {\n pan_bounds.x0 = bounds.x1 - bbox.x;\n }\n if (bounds.x0 - bbox.x > pan_bounds.x1) {\n pan_bounds.x1 = bounds.x0 - bbox.x;\n }\n }\n });\n\n root.select(\".ygridlines\")\n .selectAll(\"path\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n var bbox = element.node.getBBox();\n if (bounds.y1 - bbox.y < pan_bounds.y0) {\n pan_bounds.y0 = bounds.y1 - bbox.y;\n }\n if (bounds.y0 - bbox.y > pan_bounds.y1) {\n pan_bounds.y1 = bounds.y0 - bbox.y;\n }\n }\n });\n\n // nudge these values a little\n pan_bounds.x0 -= 5;\n pan_bounds.x1 += 5;\n pan_bounds.y0 -= 5;\n pan_bounds.y1 += 5;\n root.data(\"pan_bounds\", pan_bounds);\n\n // Set all grid lines at scale 1.0 to visible. Out of bounds lines\n // will be clipped.\n root.select(\".xgridlines\")\n .selectAll(\"path\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n element.attr(\"visibility\", \"visible\");\n }\n });\n\n root.select(\".ygridlines\")\n .selectAll(\"path\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n element.attr(\"visibility\", \"visible\");\n }\n });\n\n root.data(\"zoompan-ready\", true)\n};\n\n\n// Panning\nGadfly.guide_background_drag_onmove = function(dx, dy, x, y, event) {\n var root = this.plotroot();\n var px_per_mm = root.data(\"px_per_mm\");\n dx /= px_per_mm;\n dy /= px_per_mm;\n\n var tx0 = root.data(\"tx\"),\n ty0 = root.data(\"ty\");\n\n var dx0 = root.data(\"dx\"),\n dy0 = root.data(\"dy\");\n\n root.data(\"dx\", dx);\n root.data(\"dy\", dy);\n\n dx = dx - dx0;\n dy = dy - dy0;\n\n var tx = tx0 + dx,\n ty = ty0 + dy;\n\n set_plot_pan_zoom(root, tx, ty, root.data(\"scale\"));\n};\n\n\nGadfly.guide_background_drag_onstart = function(x, y, event) {\n var root = this.plotroot();\n root.data(\"dx\", 0);\n root.data(\"dy\", 0);\n init_pan_zoom(root);\n};\n\n\nGadfly.guide_background_drag_onend = function(event) {\n var root = this.plotroot();\n};\n\n\nGadfly.guide_background_scroll = function(event) {\n if (event.shiftKey) {\n var root = this.plotroot();\n init_pan_zoom(root);\n var new_scale = root.data(\"scale\") * Math.pow(2, 0.002 * event.wheelDelta);\n new_scale = Math.max(\n root.data(\"min_scale\"),\n Math.min(root.data(\"max_scale\"), new_scale))\n update_plot_scale(root, new_scale);\n event.stopPropagation();\n }\n};\n\n\nGadfly.zoomslider_button_mouseover = function(event) {\n this.select(\".button_logo\")\n .animate({fill: this.data(\"mouseover_color\")}, 100);\n};\n\n\nGadfly.zoomslider_button_mouseout = function(event) {\n this.select(\".button_logo\")\n .animate({fill: this.data(\"mouseout_color\")}, 100);\n};\n\n\nGadfly.zoomslider_zoomout_click = function(event) {\n var root = this.plotroot();\n init_pan_zoom(root);\n var min_scale = root.data(\"min_scale\"),\n scale = root.data(\"scale\");\n Snap.animate(\n scale,\n Math.max(min_scale, scale / 1.5),\n function (new_scale) {\n update_plot_scale(root, new_scale);\n },\n 200);\n};\n\n\nGadfly.zoomslider_zoomin_click = function(event) {\n var root = this.plotroot();\n init_pan_zoom(root);\n var max_scale = root.data(\"max_scale\"),\n scale = root.data(\"scale\");\n\n Snap.animate(\n scale,\n Math.min(max_scale, scale * 1.5),\n function (new_scale) {\n update_plot_scale(root, new_scale);\n },\n 200);\n};\n\n\nGadfly.zoomslider_track_click = function(event) {\n // TODO\n};\n\n\nGadfly.zoomslider_thumb_mousedown = function(event) {\n this.animate({fill: this.data(\"mouseover_color\")}, 100);\n};\n\n\nGadfly.zoomslider_thumb_mouseup = function(event) {\n this.animate({fill: this.data(\"mouseout_color\")}, 100);\n};\n\n\n// compute the position in [0, 1] of the zoom slider thumb from the current scale\nvar slider_position_from_scale = function(scale, min_scale, max_scale) {\n if (scale >= 1.0) {\n return 0.5 + 0.5 * (Math.log(scale) / Math.log(max_scale));\n }\n else {\n return 0.5 * (Math.log(scale) - Math.log(min_scale)) / (0 - Math.log(min_scale));\n }\n}\n\n\nvar update_plot_scale = function(root, new_scale) {\n var trans = scale_centered_translation(root, new_scale);\n set_plot_pan_zoom(root, trans.x, trans.y, new_scale);\n\n root.selectAll(\".zoomslider_thumb\")\n .forEach(function (element, i) {\n var min_pos = element.data(\"min_pos\"),\n max_pos = element.data(\"max_pos\"),\n min_scale = root.data(\"min_scale\"),\n max_scale = root.data(\"max_scale\");\n var xmid = (min_pos + max_pos) / 2;\n var xpos = slider_position_from_scale(new_scale, min_scale, max_scale);\n element.transform(new Snap.Matrix().translate(\n Math.max(min_pos, Math.min(\n max_pos, min_pos + (max_pos - min_pos) * xpos)) - xmid, 0));\n });\n};\n\n\nGadfly.zoomslider_thumb_dragmove = function(dx, dy, x, y) {\n var root = this.plotroot();\n var min_pos = this.data(\"min_pos\"),\n max_pos = this.data(\"max_pos\"),\n min_scale = root.data(\"min_scale\"),\n max_scale = root.data(\"max_scale\"),\n old_scale = root.data(\"old_scale\");\n\n var px_per_mm = root.data(\"px_per_mm\");\n dx /= px_per_mm;\n dy /= px_per_mm;\n\n var xmid = (min_pos + max_pos) / 2;\n var xpos = slider_position_from_scale(old_scale, min_scale, max_scale) +\n dx / (max_pos - min_pos);\n\n // compute the new scale\n var new_scale;\n if (xpos >= 0.5) {\n new_scale = Math.exp(2.0 * (xpos - 0.5) * Math.log(max_scale));\n }\n else {\n new_scale = Math.exp(2.0 * xpos * (0 - Math.log(min_scale)) +\n Math.log(min_scale));\n }\n new_scale = Math.min(max_scale, Math.max(min_scale, new_scale));\n\n update_plot_scale(root, new_scale);\n};\n\n\nGadfly.zoomslider_thumb_dragstart = function(event) {\n var root = this.plotroot();\n init_pan_zoom(root);\n\n // keep track of what the scale was when we started dragging\n root.data(\"old_scale\", root.data(\"scale\"));\n};\n\n\nGadfly.zoomslider_thumb_dragend = function(event) {\n};\n\n\nvar toggle_color_class = function(root, color_class, ison) {\n var guides = root.selectAll(\".guide.\" + color_class + \",.guide .\" + color_class);\n var geoms = root.selectAll(\".geometry.\" + color_class + \",.geometry .\" + color_class);\n if (ison) {\n guides.animate({opacity: 0.5}, 250);\n geoms.animate({opacity: 0.0}, 250);\n } else {\n guides.animate({opacity: 1.0}, 250);\n geoms.animate({opacity: 1.0}, 250);\n }\n};\n\n\nGadfly.colorkey_swatch_click = function(event) {\n var root = this.plotroot();\n var color_class = this.data(\"color_class\");\n\n if (event.shiftKey) {\n root.selectAll(\".colorkey text\")\n .forEach(function (element) {\n var other_color_class = element.data(\"color_class\");\n if (other_color_class != color_class) {\n toggle_color_class(root, other_color_class,\n element.attr(\"opacity\") == 1.0);\n }\n });\n } else {\n toggle_color_class(root, color_class, this.attr(\"opacity\") == 1.0);\n }\n};\n\n\nreturn Gadfly;\n\n}));\n\n\n//@ sourceURL=gadfly.js\n\n(function (glob, factory) {\n // AMD support\n if (typeof require === \"function\" && typeof define === \"function\" && define.amd) {\n require([\"Snap.svg\", \"Gadfly\"], function (Snap, Gadfly) {\n factory(Snap, Gadfly);\n });\n } else {\n factory(glob.Snap, glob.Gadfly);\n }\n})(window, function (Snap, Gadfly) {\n var fig = Snap(\"#fig-bae2ef9fa80e459790f58051cce952d0\");\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-4\")\n .drag(function() {}, function() {}, function() {});\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-6\")\n .data(\"color_class\", \"color_C\")\n.click(Gadfly.colorkey_swatch_click)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-7\")\n .data(\"color_class\", \"color_T\")\n.click(Gadfly.colorkey_swatch_click)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-9\")\n .data(\"color_class\", \"color_C\")\n.click(Gadfly.colorkey_swatch_click)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-10\")\n .data(\"color_class\", \"color_T\")\n.click(Gadfly.colorkey_swatch_click)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-13\")\n .mouseenter(Gadfly.plot_mouseover)\n.mouseleave(Gadfly.plot_mouseout)\n.mousewheel(Gadfly.guide_background_scroll)\n.drag(Gadfly.guide_background_drag_onmove,\n Gadfly.guide_background_drag_onstart,\n Gadfly.guide_background_drag_onend)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-17\")\n .plotroot().data(\"unfocused_ygrid_color\", \"#D0D0E0\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-17\")\n .plotroot().data(\"focused_ygrid_color\", \"#A0A0A0\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-135\")\n .plotroot().data(\"unfocused_xgrid_color\", \"#D0D0E0\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-135\")\n .plotroot().data(\"focused_xgrid_color\", \"#A0A0A0\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-401\")\n .data(\"mouseover_color\", \"#cd5c5c\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-401\")\n .data(\"mouseout_color\", \"#6a6a6a\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-401\")\n .click(Gadfly.zoomslider_zoomin_click)\n.mouseenter(Gadfly.zoomslider_button_mouseover)\n.mouseleave(Gadfly.zoomslider_button_mouseout)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-405\")\n .data(\"max_pos\", 114.99)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-405\")\n .data(\"min_pos\", 97.99)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-405\")\n .click(Gadfly.zoomslider_track_click);\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-407\")\n .data(\"max_pos\", 114.99)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-407\")\n .data(\"min_pos\", 97.99)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-407\")\n .data(\"mouseover_color\", \"#cd5c5c\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-407\")\n .data(\"mouseout_color\", \"#6a6a6a\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-407\")\n .drag(Gadfly.zoomslider_thumb_dragmove,\n Gadfly.zoomslider_thumb_dragstart,\n Gadfly.zoomslider_thumb_dragend)\n.mousedown(Gadfly.zoomslider_thumb_mousedown)\n.mouseup(Gadfly.zoomslider_thumb_mouseup)\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-409\")\n .data(\"mouseover_color\", \"#cd5c5c\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-409\")\n .data(\"mouseout_color\", \"#6a6a6a\")\n;\nfig.select(\"#fig-bae2ef9fa80e459790f58051cce952d0-element-409\")\n .click(Gadfly.zoomslider_zoomout_click)\n.mouseenter(Gadfly.zoomslider_button_mouseover)\n.mouseleave(Gadfly.zoomslider_button_mouseout)\n;\n });\n]]> </script>\n</svg>\n",
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"text": "Plot(...)"
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"input": "logistic(z) = 1/(1+exp(-z))\nplot(logistic,-6, 6)",
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element.parent() != null) {\n element = element.parent();\n }\n return element;\n };\n\n Element.prototype.plotbounds = function () {\n var root = this.plotroot()\n var bbox = root.select(\".guide.background\").node.getBBox();\n return {\n x0: bbox.x,\n x1: bbox.x + bbox.width,\n y0: bbox.y,\n y1: bbox.y + bbox.height\n };\n };\n\n Element.prototype.plotcenter = function () {\n var root = this.plotroot()\n var bbox = root.select(\".guide.background\").node.getBBox();\n return {\n x: bbox.x + bbox.width / 2,\n y: bbox.y + bbox.height / 2\n };\n };\n\n // Emulate IE style mouseenter/mouseleave events, since Microsoft always\n // does everything right.\n // See: http://www.dynamic-tools.net/toolbox/isMouseLeaveOrEnter/\n var events = [\"mouseenter\", \"mouseleave\"];\n\n for (i in events) {\n (function (event_name) {\n var event_name = events[i];\n Element.prototype[event_name] = function (fn, scope) {\n if (Snap.is(fn, \"function\")) {\n var fn2 = function (event) {\n if (event.type != \"mouseover\" && event.type != \"mouseout\") {\n return;\n }\n\n var reltg = event.relatedTarget ? event.relatedTarget :\n event.type == \"mouseout\" ? event.toElement : event.fromElement;\n while (reltg && reltg != this.node) reltg = reltg.parentNode;\n\n if (reltg != this.node) {\n return fn.apply(this, event);\n }\n };\n\n if (event_name == \"mouseenter\") {\n this.mouseover(fn2, scope);\n } else {\n this.mouseout(fn2, scope);\n }\n }\n return this;\n };\n })(events[i]);\n }\n\n\n Element.prototype.mousewheel = function (fn, scope) {\n if (Snap.is(fn, \"function\")) {\n var el = this;\n var fn2 = function (event) {\n fn.apply(el, [event]);\n };\n }\n\n this.node.addEventListener(\n /Firefox/i.test(navigator.userAgent) ? \"DOMMouseScroll\" : \"mousewheel\",\n fn2);\n\n return this;\n };\n\n\n // Snap's attr function can be too slow for things like panning/zooming.\n // This is a function to directly update element attributes without going\n // through eve.\n Element.prototype.attribute = function(key, val) {\n if (val === undefined) {\n return this.node.getAttribute(key, val);\n } else {\n return this.node.setAttribute(key, val);\n }\n };\n});\n\n\n// When the plot is moused over, emphasize the grid lines.\nGadfly.plot_mouseover = function(event) {\n var root = this.plotroot();\n init_pan_zoom(root);\n\n var xgridlines = root.select(\".xgridlines\"),\n ygridlines = root.select(\".ygridlines\");\n\n xgridlines.data(\"unfocused_strokedash\",\n xgridlines.attr(\"stroke-dasharray\").replace(/px/g, \"mm\"))\n ygridlines.data(\"unfocused_strokedash\",\n ygridlines.attr(\"stroke-dasharray\").replace(/px/g, \"mm\"))\n\n // emphasize grid lines\n var destcolor = root.data(\"focused_xgrid_color\");\n xgridlines.attr(\"stroke-dasharray\", \"none\")\n .selectAll(\"path\")\n .animate({stroke: destcolor}, 250);\n\n destcolor = root.data(\"focused_ygrid_color\");\n ygridlines.attr(\"stroke-dasharray\", \"none\")\n .selectAll(\"path\")\n .animate({stroke: destcolor}, 250);\n\n // reveal zoom slider\n root.select(\".zoomslider\")\n .animate({opacity: 1.0}, 250);\n};\n\n\n// Unemphasize grid lines on mouse out.\nGadfly.plot_mouseout = function(event) {\n var root = this.plotroot();\n var xgridlines = root.select(\".xgridlines\"),\n ygridlines = root.select(\".ygridlines\");\n\n var destcolor = root.data(\"unfocused_xgrid_color\");\n\n xgridlines.attr(\"stroke-dasharray\", xgridlines.data(\"unfocused_strokedash\"))\n .selectAll(\"path\")\n .animate({stroke: destcolor}, 250);\n\n destcolor = root.data(\"unfocused_ygrid_color\");\n ygridlines.attr(\"stroke-dasharray\", ygridlines.data(\"unfocused_strokedash\"))\n .selectAll(\"path\")\n .animate({stroke: destcolor}, 250);\n\n // hide zoom slider\n root.select(\".zoomslider\")\n .animate({opacity: 0.0}, 250);\n};\n\n\nvar set_geometry_transform = function(root, tx, ty, scale) {\n var xscalable = root.hasClass(\"xscalable\"),\n yscalable = root.hasClass(\"yscalable\");\n\n var old_scale = root.data(\"scale\");\n\n var xscale = xscalable ? scale : 1.0,\n yscale = yscalable ? scale : 1.0;\n\n tx = xscalable ? tx : 0.0;\n ty = yscalable ? ty : 0.0;\n\n var t = new Snap.Matrix().translate(tx, ty).scale(xscale, yscale);\n\n root.selectAll(\".geometry, image\")\n .forEach(function (element, i) {\n element.transform(t);\n });\n\n bounds = root.plotbounds();\n\n if (yscalable) {\n var xfixed_t = new Snap.Matrix().translate(0, ty).scale(1.0, yscale);\n root.selectAll(\".xfixed\")\n .forEach(function (element, i) {\n element.transform(xfixed_t);\n });\n\n root.select(\".ylabels\")\n .transform(xfixed_t)\n .selectAll(\"text\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n var cx = element.asPX(\"x\"),\n cy = element.asPX(\"y\");\n var st = element.data(\"static_transform\");\n unscale_t = new Snap.Matrix();\n unscale_t.scale(1, 1/scale, cx, cy).add(st);\n element.transform(unscale_t);\n\n var y = cy * scale + ty;\n element.attr(\"visibility\",\n bounds.y0 <= y && y <= bounds.y1 ? \"visible\" : \"hidden\");\n }\n });\n }\n\n if (xscalable) {\n var yfixed_t = new Snap.Matrix().translate(tx, 0).scale(xscale, 1.0);\n var xtrans = new Snap.Matrix().translate(tx, 0);\n root.selectAll(\".yfixed\")\n .forEach(function (element, i) {\n element.transform(yfixed_t);\n });\n\n root.select(\".xlabels\")\n .transform(yfixed_t)\n .selectAll(\"text\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n var cx = element.asPX(\"x\"),\n cy = element.asPX(\"y\");\n var st = element.data(\"static_transform\");\n unscale_t = new Snap.Matrix();\n unscale_t.scale(1/scale, 1, cx, cy).add(st);\n\n element.transform(unscale_t);\n\n var x = cx * scale + tx;\n element.attr(\"visibility\",\n bounds.x0 <= x && x <= bounds.x1 ? \"visible\" : \"hidden\");\n }\n });\n }\n\n // we must unscale anything that is scale invariance: widths, raiduses, etc.\n var size_attribs = [\"font-size\"];\n var unscaled_selection = \".geometry, .geometry *\";\n if (xscalable) {\n size_attribs.push(\"rx\");\n unscaled_selection += \", .xgridlines\";\n }\n if (yscalable) {\n size_attribs.push(\"ry\");\n unscaled_selection += \", .ygridlines\";\n }\n\n root.selectAll(unscaled_selection)\n .forEach(function (element, i) {\n // circle need special help\n if (element.node.nodeName == \"circle\") {\n var cx = element.attribute(\"cx\"),\n cy = element.attribute(\"cy\");\n unscale_t = new Snap.Matrix().scale(1/xscale, 1/yscale,\n cx, cy);\n element.transform(unscale_t);\n return;\n }\n\n for (i in size_attribs) {\n var key = size_attribs[i];\n var val = parseFloat(element.attribute(key));\n if (val !== undefined && val != 0 && !isNaN(val)) {\n element.attribute(key, val * old_scale / scale);\n }\n }\n });\n};\n\n\n// Find the most appropriate tick scale and update label visibility.\nvar update_tickscale = function(root, scale, axis) {\n if (!root.hasClass(axis + \"scalable\")) return;\n\n var tickscales = root.data(axis + \"tickscales\");\n var best_tickscale = 1.0;\n var best_tickscale_dist = Infinity;\n for (tickscale in tickscales) {\n var dist = Math.abs(Math.log(tickscale) - Math.log(scale));\n if (dist < best_tickscale_dist) {\n best_tickscale_dist = dist;\n best_tickscale = tickscale;\n }\n }\n\n if (best_tickscale != root.data(axis + \"tickscale\")) {\n root.data(axis + \"tickscale\", best_tickscale);\n var mark_inscale_gridlines = function (element, i) {\n var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n element.attribute(\"gadfly:inscale\", inscale);\n element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n };\n\n var mark_inscale_labels = function (element, i) {\n var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n element.attribute(\"gadfly:inscale\", inscale);\n element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n };\n\n root.select(\".\" + axis + \"gridlines\").selectAll(\"path\").forEach(mark_inscale_gridlines);\n root.select(\".\" + axis + \"labels\").selectAll(\"text\").forEach(mark_inscale_labels);\n }\n};\n\n\nvar set_plot_pan_zoom = function(root, tx, ty, scale) {\n var old_scale = root.data(\"scale\");\n var bounds = root.plotbounds();\n\n var width = bounds.x1 - bounds.x0,\n height = bounds.y1 - bounds.y0;\n\n // compute the viewport derived from tx, ty, and scale\n var x_min = -width * scale - (scale * width - width),\n x_max = width * scale,\n y_min = -height * scale - (scale * height - height),\n y_max = height * scale;\n\n var x0 = bounds.x0 - scale * bounds.x0,\n y0 = bounds.y0 - scale * bounds.y0;\n\n var tx = Math.max(Math.min(tx - x0, x_max), x_min),\n ty = Math.max(Math.min(ty - y0, y_max), y_min);\n\n tx += x0;\n ty += y0;\n\n // when the scale change, we may need to alter which set of\n // ticks is being displayed\n if (scale != old_scale) {\n update_tickscale(root, scale, \"x\");\n update_tickscale(root, scale, \"y\");\n }\n\n set_geometry_transform(root, tx, ty, scale);\n\n root.data(\"scale\", scale);\n root.data(\"tx\", tx);\n root.data(\"ty\", ty);\n};\n\n\nvar scale_centered_translation = function(root, scale) {\n var bounds = root.plotbounds();\n\n var width = bounds.x1 - bounds.x0,\n height = bounds.y1 - bounds.y0;\n\n var tx0 = root.data(\"tx\"),\n ty0 = root.data(\"ty\");\n\n var scale0 = root.data(\"scale\");\n\n // how off from center the current view is\n var xoff = tx0 - (bounds.x0 * (1 - scale0) + (width * (1 - scale0)) / 2),\n yoff = ty0 - (bounds.y0 * (1 - scale0) + (height * (1 - scale0)) / 2);\n\n // rescale offsets\n xoff = xoff * scale / scale0;\n yoff = yoff * scale / scale0;\n\n // adjust for the panel position being scaled\n var x_edge_adjust = bounds.x0 * (1 - scale),\n y_edge_adjust = bounds.y0 * (1 - scale);\n\n return {\n x: xoff + x_edge_adjust + (width - width * scale) / 2,\n y: yoff + y_edge_adjust + (height - height * scale) / 2\n };\n};\n\n\n// Initialize data for panning zooming if it isn't already.\nvar init_pan_zoom = function(root) {\n if (root.data(\"zoompan-ready\")) {\n return;\n }\n\n // The non-scaling-stroke trick. Rather than try to correct for the\n // stroke-width when zooming, we force it to a fixed value.\n var px_per_mm = root.node.getCTM().a;\n\n // Drag events report deltas in pixels, which we'd like to convert to\n // millimeters.\n root.data(\"px_per_mm\", px_per_mm);\n\n root.selectAll(\"path\")\n .forEach(function (element, i) {\n sw = element.asPX(\"stroke-width\") * px_per_mm;\n if (sw > 0) {\n element.attribute(\"stroke-width\", sw);\n element.attribute(\"vector-effect\", \"non-scaling-stroke\");\n }\n });\n\n // Store ticks labels original tranformation\n root.selectAll(\".xlabels > text, .ylabels > text\")\n .forEach(function (element, i) {\n var lm = element.transform().localMatrix;\n element.data(\"static_transform\",\n new Snap.Matrix(lm.a, lm.b, lm.c, lm.d, lm.e, lm.f));\n });\n\n if (root.data(\"tx\") === undefined) root.data(\"tx\", 0);\n if (root.data(\"ty\") === undefined) root.data(\"ty\", 0);\n if (root.data(\"scale\") === undefined) root.data(\"scale\", 1.0);\n if (root.data(\"xtickscales\") === undefined) {\n\n // index all the tick scales that are listed\n var xtickscales = {};\n var ytickscales = {};\n var add_x_tick_scales = function (element, i) {\n xtickscales[element.attribute(\"gadfly:scale\")] = true;\n };\n var add_y_tick_scales = function (element, i) {\n ytickscales[element.attribute(\"gadfly:scale\")] = true;\n };\n\n root.select(\".xgridlines\").selectAll(\"path\").forEach(add_x_tick_scales);\n root.select(\".ygridlines\").selectAll(\"path\").forEach(add_y_tick_scales);\n root.select(\".xlabels\").selectAll(\"text\").forEach(add_x_tick_scales);\n root.select(\".ylabels\").selectAll(\"text\").forEach(add_y_tick_scales);\n\n root.data(\"xtickscales\", xtickscales);\n root.data(\"ytickscales\", ytickscales);\n root.data(\"xtickscale\", 1.0);\n }\n\n var min_scale = 1.0, max_scale = 1.0;\n for (scale in xtickscales) {\n min_scale = Math.min(min_scale, scale);\n max_scale = Math.max(max_scale, scale);\n }\n for (scale in ytickscales) {\n min_scale = Math.min(min_scale, scale);\n max_scale = Math.max(max_scale, scale);\n }\n root.data(\"min_scale\", min_scale);\n root.data(\"max_scale\", max_scale);\n\n // store the original positions of labels\n root.select(\".xlabels\")\n .selectAll(\"text\")\n .forEach(function (element, i) {\n element.data(\"x\", element.asPX(\"x\"));\n });\n\n root.select(\".ylabels\")\n .selectAll(\"text\")\n .forEach(function (element, i) {\n element.data(\"y\", element.asPX(\"y\"));\n });\n\n // mark grid lines and ticks as in or out of scale.\n var mark_inscale = function (element, i) {\n element.attribute(\"gadfly:inscale\", element.attribute(\"gadfly:scale\") == 1.0);\n };\n\n root.select(\".xgridlines\").selectAll(\"path\").forEach(mark_inscale);\n root.select(\".ygridlines\").selectAll(\"path\").forEach(mark_inscale);\n root.select(\".xlabels\").selectAll(\"text\").forEach(mark_inscale);\n root.select(\".ylabels\").selectAll(\"text\").forEach(mark_inscale);\n\n // figure out the upper ond lower bounds on panning using the maximum\n // and minum grid lines\n var bounds = root.plotbounds();\n var pan_bounds = {\n x0: 0.0,\n y0: 0.0,\n x1: 0.0,\n y1: 0.0\n };\n\n root.select(\".xgridlines\")\n .selectAll(\"path\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n var bbox = element.node.getBBox();\n if (bounds.x1 - bbox.x < pan_bounds.x0) {\n pan_bounds.x0 = bounds.x1 - bbox.x;\n }\n if (bounds.x0 - bbox.x > pan_bounds.x1) {\n pan_bounds.x1 = bounds.x0 - bbox.x;\n }\n }\n });\n\n root.select(\".ygridlines\")\n .selectAll(\"path\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n var bbox = element.node.getBBox();\n if (bounds.y1 - bbox.y < pan_bounds.y0) {\n pan_bounds.y0 = bounds.y1 - bbox.y;\n }\n if (bounds.y0 - bbox.y > pan_bounds.y1) {\n pan_bounds.y1 = bounds.y0 - bbox.y;\n }\n }\n });\n\n // nudge these values a little\n pan_bounds.x0 -= 5;\n pan_bounds.x1 += 5;\n pan_bounds.y0 -= 5;\n pan_bounds.y1 += 5;\n root.data(\"pan_bounds\", pan_bounds);\n\n // Set all grid lines at scale 1.0 to visible. Out of bounds lines\n // will be clipped.\n root.select(\".xgridlines\")\n .selectAll(\"path\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n element.attr(\"visibility\", \"visible\");\n }\n });\n\n root.select(\".ygridlines\")\n .selectAll(\"path\")\n .forEach(function (element, i) {\n if (element.attribute(\"gadfly:inscale\") == \"true\") {\n element.attr(\"visibility\", \"visible\");\n }\n });\n\n root.data(\"zoompan-ready\", true)\n};\n\n\n// Panning\nGadfly.guide_background_drag_onmove = function(dx, dy, x, y, event) {\n var root = this.plotroot();\n var px_per_mm = root.data(\"px_per_mm\");\n dx /= px_per_mm;\n dy /= px_per_mm;\n\n var tx0 = root.data(\"tx\"),\n ty0 = root.data(\"ty\");\n\n var dx0 = root.data(\"dx\"),\n dy0 = root.data(\"dy\");\n\n root.data(\"dx\", dx);\n root.data(\"dy\", dy);\n\n dx = dx - dx0;\n dy = dy - dy0;\n\n var tx = tx0 + dx,\n ty = ty0 + dy;\n\n set_plot_pan_zoom(root, tx, ty, root.data(\"scale\"));\n};\n\n\nGadfly.guide_background_drag_onstart = function(x, y, event) {\n var root = this.plotroot();\n root.data(\"dx\", 0);\n root.data(\"dy\", 0);\n init_pan_zoom(root);\n};\n\n\nGadfly.guide_background_drag_onend = function(event) {\n var root = this.plotroot();\n};\n\n\nGadfly.guide_background_scroll = function(event) {\n if (event.shiftKey) {\n var root = this.plotroot();\n init_pan_zoom(root);\n var new_scale = root.data(\"scale\") * Math.pow(2, 0.002 * event.wheelDelta);\n new_scale = Math.max(\n root.data(\"min_scale\"),\n Math.min(root.data(\"max_scale\"), new_scale))\n update_plot_scale(root, new_scale);\n event.stopPropagation();\n }\n};\n\n\nGadfly.zoomslider_button_mouseover = function(event) {\n this.select(\".button_logo\")\n .animate({fill: this.data(\"mouseover_color\")}, 100);\n};\n\n\nGadfly.zoomslider_button_mouseout = function(event) {\n this.select(\".button_logo\")\n .animate({fill: this.data(\"mouseout_color\")}, 100);\n};\n\n\nGadfly.zoomslider_zoomout_click = function(event) {\n var root = this.plotroot();\n init_pan_zoom(root);\n var min_scale = root.data(\"min_scale\"),\n scale = root.data(\"scale\");\n Snap.animate(\n scale,\n Math.max(min_scale, scale / 1.5),\n function (new_scale) {\n update_plot_scale(root, new_scale);\n },\n 200);\n};\n\n\nGadfly.zoomslider_zoomin_click = function(event) {\n var root = this.plotroot();\n init_pan_zoom(root);\n var max_scale = root.data(\"max_scale\"),\n scale = root.data(\"scale\");\n\n Snap.animate(\n scale,\n Math.min(max_scale, scale * 1.5),\n function (new_scale) {\n update_plot_scale(root, new_scale);\n },\n 200);\n};\n\n\nGadfly.zoomslider_track_click = function(event) {\n // TODO\n};\n\n\nGadfly.zoomslider_thumb_mousedown = function(event) {\n this.animate({fill: this.data(\"mouseover_color\")}, 100);\n};\n\n\nGadfly.zoomslider_thumb_mouseup = function(event) {\n this.animate({fill: this.data(\"mouseout_color\")}, 100);\n};\n\n\n// compute the position in [0, 1] of the zoom slider thumb from the current scale\nvar slider_position_from_scale = function(scale, min_scale, max_scale) {\n if (scale >= 1.0) {\n return 0.5 + 0.5 * (Math.log(scale) / Math.log(max_scale));\n }\n else {\n return 0.5 * (Math.log(scale) - Math.log(min_scale)) / (0 - Math.log(min_scale));\n }\n}\n\n\nvar update_plot_scale = function(root, new_scale) {\n var trans = scale_centered_translation(root, new_scale);\n set_plot_pan_zoom(root, trans.x, trans.y, new_scale);\n\n root.selectAll(\".zoomslider_thumb\")\n .forEach(function (element, i) {\n var min_pos = element.data(\"min_pos\"),\n max_pos = element.data(\"max_pos\"),\n min_scale = root.data(\"min_scale\"),\n max_scale = root.data(\"max_scale\");\n var xmid = (min_pos + max_pos) / 2;\n var xpos = slider_position_from_scale(new_scale, min_scale, max_scale);\n element.transform(new Snap.Matrix().translate(\n Math.max(min_pos, Math.min(\n max_pos, min_pos + (max_pos - min_pos) * xpos)) - xmid, 0));\n });\n};\n\n\nGadfly.zoomslider_thumb_dragmove = function(dx, dy, x, y) {\n var root = this.plotroot();\n var min_pos = this.data(\"min_pos\"),\n max_pos = this.data(\"max_pos\"),\n min_scale = root.data(\"min_scale\"),\n max_scale = root.data(\"max_scale\"),\n old_scale = root.data(\"old_scale\");\n\n var px_per_mm = root.data(\"px_per_mm\");\n dx /= px_per_mm;\n dy /= px_per_mm;\n\n var xmid = (min_pos + max_pos) / 2;\n var xpos = slider_position_from_scale(old_scale, min_scale, max_scale) +\n dx / (max_pos - min_pos);\n\n // compute the new scale\n var new_scale;\n if (xpos >= 0.5) {\n new_scale = Math.exp(2.0 * (xpos - 0.5) * Math.log(max_scale));\n }\n else {\n new_scale = Math.exp(2.0 * xpos * (0 - Math.log(min_scale)) +\n Math.log(min_scale));\n }\n new_scale = Math.min(max_scale, Math.max(min_scale, new_scale));\n\n update_plot_scale(root, new_scale);\n};\n\n\nGadfly.zoomslider_thumb_dragstart = function(event) {\n var root = this.plotroot();\n init_pan_zoom(root);\n\n // keep track of what the scale was when we started dragging\n root.data(\"old_scale\", root.data(\"scale\"));\n};\n\n\nGadfly.zoomslider_thumb_dragend = function(event) {\n};\n\n\nvar toggle_color_class = function(root, color_class, ison) {\n var guides = root.selectAll(\".guide.\" + color_class + \",.guide .\" + color_class);\n var geoms = root.selectAll(\".geometry.\" + color_class + \",.geometry .\" + color_class);\n if (ison) {\n guides.animate({opacity: 0.5}, 250);\n geoms.animate({opacity: 0.0}, 250);\n } else {\n guides.animate({opacity: 1.0}, 250);\n geoms.animate({opacity: 1.0}, 250);\n }\n};\n\n\nGadfly.colorkey_swatch_click = function(event) {\n var root = this.plotroot();\n var color_class = this.data(\"color_class\");\n\n if (event.shiftKey) {\n root.selectAll(\".colorkey text\")\n .forEach(function (element) {\n var other_color_class = element.data(\"color_class\");\n if (other_color_class != color_class) {\n toggle_color_class(root, other_color_class,\n element.attr(\"opacity\") == 1.0);\n }\n });\n } else {\n toggle_color_class(root, color_class, this.attr(\"opacity\") == 1.0);\n }\n};\n\n\nreturn Gadfly;\n\n}));\n\n\n//@ sourceURL=gadfly.js\n\n(function (glob, factory) {\n // AMD support\n if (typeof require === \"function\" && typeof define === \"function\" && define.amd) {\n require([\"Snap.svg\", \"Gadfly\"], function (Snap, Gadfly) {\n factory(Snap, Gadfly);\n });\n } else {\n factory(glob.Snap, glob.Gadfly);\n }\n})(window, function (Snap, Gadfly) {\n var fig = Snap(\"#fig-e025d3088e6b414fbeea89d4728413bc\");\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-4\")\n .mouseenter(Gadfly.plot_mouseover)\n.mouseleave(Gadfly.plot_mouseout)\n.mousewheel(Gadfly.guide_background_scroll)\n.drag(Gadfly.guide_background_drag_onmove,\n Gadfly.guide_background_drag_onstart,\n Gadfly.guide_background_drag_onend)\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-7\")\n .plotroot().data(\"unfocused_ygrid_color\", \"#D0D0E0\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-7\")\n .plotroot().data(\"focused_ygrid_color\", \"#A0A0A0\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-8\")\n .plotroot().data(\"unfocused_xgrid_color\", \"#D0D0E0\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-8\")\n .plotroot().data(\"focused_xgrid_color\", \"#A0A0A0\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-12\")\n .data(\"mouseover_color\", \"#cd5c5c\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-12\")\n .data(\"mouseout_color\", \"#6a6a6a\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-12\")\n .click(Gadfly.zoomslider_zoomin_click)\n.mouseenter(Gadfly.zoomslider_button_mouseover)\n.mouseleave(Gadfly.zoomslider_button_mouseout)\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-14\")\n .data(\"max_pos\", 120.42)\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-14\")\n .data(\"min_pos\", 103.42)\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-14\")\n .click(Gadfly.zoomslider_track_click);\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-15\")\n .data(\"max_pos\", 120.42)\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-15\")\n .data(\"min_pos\", 103.42)\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-15\")\n .data(\"mouseover_color\", \"#cd5c5c\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-15\")\n .data(\"mouseout_color\", \"#6a6a6a\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-15\")\n .drag(Gadfly.zoomslider_thumb_dragmove,\n Gadfly.zoomslider_thumb_dragstart,\n Gadfly.zoomslider_thumb_dragend)\n.mousedown(Gadfly.zoomslider_thumb_mousedown)\n.mouseup(Gadfly.zoomslider_thumb_mouseup)\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-16\")\n .data(\"mouseover_color\", \"#cd5c5c\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-16\")\n .data(\"mouseout_color\", \"#6a6a6a\")\n;\nfig.select(\"#fig-e025d3088e6b414fbeea89d4728413bc-element-16\")\n .click(Gadfly.zoomslider_zoomout_click)\n.mouseenter(Gadfly.zoomslider_button_mouseover)\n.mouseleave(Gadfly.zoomslider_button_mouseout)\n;\n });\n]]> </script>\n</svg>\n",
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"text": "Plot(...)"
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"language": "python",
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"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "N\n"
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{
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"text": "Min 8.0\n1st Qu. 8.0\nMedian 8.0\nMean 8.0\n3rd Qu. 8.0\nMax 8.0\nNAs 0\nNA% 0.0%\n\ny\nMin 0.0\n1st Qu. 3.0\nMedian 6.0\nMean 5.08\n3rd Qu. 8.0\nMax 8.0\nNAs 0\nNA% 0.0%\n\nx\nMin 7.66\n1st Qu. 9.3375\nMedian 9.965\nMean 9.967199999999998\n3rd Qu. 10.77\nMax 12.44\nNAs 0\nNA% 0.0%\n\nf\nLength 100\nType Pooled UTF8String\nNAs 0\nNA% 0.0%\nUnique 2\n\np\nMin 0.0\n1st Qu. 0.375\nMedian 0.75\nMean 0.635\n3rd Qu. 1.0\nMax 1.0\nNAs 0\nNA% 0.0%\n\n"
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{
"ename": "LoadError",
"evalue": "ArgumentError(\"setindex!(::DataFrame, ...) only broadcasts scalars, not arrays\")\nwhile loading In[100], in expression starting on line 1",
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"text": "DataFrameRegressionModel{GeneralizedLinearModel,Float64}:\n\nCoefficients:\n Estimate Std.Error z value Pr(>|z|)\n(Intercept) -19.5361 3.99861 -4.88572 <1e-5\nx 1.95241 0.392777 4.97077 <1e-6\nf - T 2.02151 0.654152 3.09027 0.0020\n"
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"cell_type": "code",
"collapsed": false,
"input": "#\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\u5909\u6570\u3068\u5b9f\u6570\u5024\u3092\u6f14\u7b97\u306b\u3057\u305f\u7dda\u5f62\u4e88\u6e2c\u5b50\u306f\u7528\u3044\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3088\u3046\u3060\nglm(p~x+f+x*f , data, Binomial(), LogitLink())",
"language": "python",
"metadata": {},
"outputs": [
{
"ename": "LoadError",
"evalue": "key not found: :p\nwhile loading In[105], in expression starting on line 1",
"output_type": "pyerr",
"traceback": [
"key not found: :p\nwhile loading In[105], in expression starting on line 1",
"",
" in getindex at /Users/ysekky/.julia/DataFrames/src/other/index.jl:105",
" in getindex at /Users/ysekky/.julia/DataFrames/src/dataframe/dataframe.jl:232",
" in anonymous at /Users/ysekky/.julia/DataFrames/src/statsmodels/formula.jl:186",
" in map at ./base.jl:184",
" in ModelFrame at /Users/ysekky/.julia/DataFrames/src/statsmodels/formula.jl:186",
" in fit at /Users/ysekky/.julia/DataFrames/src/statsmodels/statsmodel.jl:52",
" in glm at /Users/ysekky/.julia/GLM/src/glmfit.jl:170"
]
}
],
"prompt_number": 105
},
{
"cell_type": "code",
"collapsed": false,
"input": "#\u3053\u3063\u3061\u3082\u7121\u7406\ndata[:x] * data[:f]",
"language": "python",
"metadata": {},
"outputs": [
{
"ename": "LoadError",
"evalue": "`*` has no method matching *(::Array{Float64,1}, ::Array{UTF8String,1})\nwhile loading In[108], in expression starting on line 2",
"output_type": "pyerr",
"traceback": [
"`*` has no method matching *(::Array{Float64,1}, ::Array{UTF8String,1})\nwhile loading In[108], in expression starting on line 2",
"",
" in * at /Users/ysekky/.julia/DataArrays/src/operators.jl:416"
]
}
],
"prompt_number": 108
},
{
"cell_type": "code",
"collapsed": false,
"input": "",
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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