diff --git a/.gitignore b/.gitignore index 6c6109ed49494f0a3bab0d1aaa1ffddb723c55aa..71960536b82dee28b3128e0e7baaa23ca057d1a6 100644 --- a/.gitignore +++ b/.gitignore @@ -4,3 +4,4 @@ MultiplicativeAlgorithm/D_trips.txt MultiplicativeAlgorithm/D_speeds.txt MultiplicativeAlgorithm/*.png MultiplicativeAlgorithm/*.log +MultiplicativeAlgorithm/Images \ No newline at end of file diff --git a/MultiplicativeAlgorithm/ExtremeEvents.ipynb b/MultiplicativeAlgorithm/ExtremeEvents.ipynb index 23a4cdc12049ca844387bb4512261fa5dabae25a..386bb56774f248e7f6ef2ca023aad5ac16bc6569 100644 --- a/MultiplicativeAlgorithm/ExtremeEvents.ipynb +++ b/MultiplicativeAlgorithm/ExtremeEvents.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -57,9 +57,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(365, 50)\n" + ] + } + ], "source": [ "# Calculate deviation from median trend for each day of the year and store in numpy array X.\n", "dev = [0 for hourofyear in range(8760)]\n", @@ -82,9 +90,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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"stream", + "text": [ + "sig = 0\n", + "sig = 1\n", + "sig = 2\n", + "sig = 3\n", + "sig = 4\n", + "sig = 5\n", + "sig = 6\n", + "sig = 7\n", + "sig = 8\n", + "sig = 9\n", + "sig = 10\n", + "sig = 11\n", + "sig = 12\n", + "sig = 13\n", + "sig = 14\n", + "sig = 15\n", + "sig = 16\n", + "sig = 17\n", + "sig = 18\n", + "sig = 19\n", + "sig = 20\n", + "sig = 21\n", + "sig = 22\n", + "sig = 23\n", + "sig = 24\n", + "sig = 25\n", + "sig = 26\n", + "sig = 27\n", + "sig = 28\n", + "sig = 29\n", + "sig = 30\n", + "sig = 31\n", + "sig = 32\n", + "sig = 33\n", + "sig = 34\n", + "sig = 35\n", + "sig = 36\n", + "sig = 37\n", + "sig = 38\n", + "sig = 39\n", + "sig = 40\n", + "sig = 41\n", + "sig = 42\n", + "sig = 43\n", + "sig = 44\n", + "sig = 45\n", + "sig = 46\n", + "sig = 47\n", + "sig = 48\n", + "sig = 49\n" + ] + } + ], "source": [ "# Manually track extreme events and make relevant plots and graphs\n", + "sns.set_style(\"white\")\n", + "sns.set_context(\"notebook\", font_scale=1.5, rc={\"lines.linewidth\": 2.5})\n", "days_of_week = ['Saturday', 'Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thurday', 'Friday']\n", "for sig in range(50):\n", " date = 238; dname = 'Aug27' # August 27, Hurrnicane Irene day 3\n", @@ -133,23 +963,24 @@ " date = 56; dname = 'Feb26' # February 26, Wisconsin Labor Rally\n", " date = 357; dname = 'Dec24' # December 24, Boxing Day\n", " date = 358; dname = 'Dec25' # December 25, Christmas\n", + " \n", " dow = days_of_week[date%7]\n", - "\n", " w = W[:,sig]\n", " w2 = w.reshape(len(w)//24, 24)[date%7::7]\n", "\n", " plt.figure(figsize = (10,8), dpi=200)\n", - " plt.plot(w[date%7*24 : 24 + date%7*24], linewidth = 1, label = 'other {}s'.format(dow), color='g')\n", - " [plt.plot(w[day*24 : 24 + day*24], linewidth = 1, color='g') for day in range(date%7, 365, 7)]\n", - " plt.plot(np.mean(w2, axis=0), 'r', label = 'average {}'.format(dow))\n", - " plt.plot(w[date*24 : 24 + date*24], label = '{}, {}'.format(dow, dname), color='k')\n", + " plt.plot(w[date%7*24 : 24 + date%7*24], linewidth = 2, label = 'other {}s'.format(dow), color='silver')\n", + " [plt.plot(w[day*24 : 24 + day*24], linewidth = 2, color='silver') for day in range(date%7, 365, 7)]\n", + " plt.plot(np.mean(w2, axis=0), linewidth=4, color='r', label = 'average {}'.format(dow))\n", + " plt.plot(w[date*24 : 24 + date*24], label = '{}, {}'.format(dow, dname), linewidth=4, color='k')\n", " plt.xlabel('Time of day')\n", " plt.ylabel('Relative taxi count')\n", " plt.title('Signature {} on {}s'.format(sig, dow))\n", " plt.legend()\n", " plt.tight_layout()\n", + " sns.despine()\n", " plt.savefig('./Images/Extreme_Events/Day_{}/sig{}'.format(date, sig))\n", - " plt.show()\n", + " plt.close()#plt.show()\n", " print('sig =', sig)" ] } @@ -170,7 +1001,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.6" + "version": "3.6.7" } }, "nbformat": 4, diff --git a/MultiplicativeAlgorithm/Images/.gitkeep 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9df22ba33b3bfe32f869a94d11ab8fa444c4f6d9..0000000000000000000000000000000000000000 --- a/MultiplicativeAlgorithm/Images/Extreme_Events/Extreme_Events.log +++ /dev/null @@ -1,29 +0,0 @@ -Day 287 -sum(X) = 0.12919124152782471 -Date = October 15, 2011, Saturday. -https://nypost.com/2011/10/15/protest-pandemonium-as-mob-descends-on-times-square/ -Occupy Wall Street Protests -Signatures = 21, 35, 48 - -Day 294 -sum(X) = 0.12578977012372997 -Date = October 22, 2011, Saturday. -Nothing significant found - -Day 49 -sum(X) = 0.12536644953684623 -Date = Feb 19, 2011, Saturday. -Nothing significant found - -Day 259 -sum(X) = 0.12454079832222067 -Date = Sept 17, 2011, Saturday. -Occupy Wall Street begins (Day1): https://www.thenation.com/article/september-17-2011-occupy-wall-street-begins-in-new-york-city/ -Alleged UFO sighting: http://www.dailymail.co.uk/news/article-1320523/UFO-spotted-Manhattan-brings-New-York-standstill.html -Signatures = 10, 21, 35, 36 - -Day 56 -sum(X) = 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a/MultiplicativeAlgorithm/Visualizations.ipynb b/MultiplicativeAlgorithm/Visualizations.ipynb index 5791a8a60a09280e4e88c93b902d821262516d48..440dad77cd20f447fec17dec8b53333ad27e6e58 100644 --- a/MultiplicativeAlgorithm/Visualizations.ipynb +++ b/MultiplicativeAlgorithm/Visualizations.ipynb @@ -15,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -29,9 +29,802 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "window.mpl = {};\n", + "\n", + "\n", + "mpl.get_websocket_type = function() {\n", + " if (typeof(WebSocket) !== 'undefined') {\n", + " return WebSocket;\n", + " } else if (typeof(MozWebSocket) !== 'undefined') {\n", + " return MozWebSocket;\n", + " } else {\n", + " alert('Your browser does not have WebSocket support.' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.');\n", + " };\n", + "}\n", + "\n", + "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = (this.ws.binaryType != undefined);\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById(\"mpl-warnings\");\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent = (\n", + " \"This browser does not support binary websocket messages. \" +\n", + " \"Performance may be slow.\");\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = $('<div/>');\n", + " this._root_extra_style(this.root)\n", + " this.root.attr('style', 'display: inline-block');\n", + "\n", + " $(parent_element).append(this.root);\n", + "\n", + " this._init_header(this);\n", + " this._init_canvas(this);\n", + " this._init_toolbar(this);\n", + "\n", + " var fig = this;\n", + "\n", + " this.waiting = false;\n", + "\n", + " this.ws.onopen = function () {\n", + " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", + " fig.send_message(\"send_image_mode\", {});\n", + " if (mpl.ratio != 1) {\n", + " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", + " }\n", + " fig.send_message(\"refresh\", {});\n", + " }\n", + "\n", + " this.imageObj.onload = function() {\n", + " if (fig.image_mode == 'full') {\n", + " // Full images could contain transparency (where diff images\n", + " // almost always do), so we need to clear the canvas so that\n", + " // there is no ghosting.\n", + " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", + " }\n", + " fig.context.drawImage(fig.imageObj, 0, 0);\n", + " };\n", + "\n", + " this.imageObj.onunload = function() {\n", + " fig.ws.close();\n", + " }\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "}\n", + "\n", + "mpl.figure.prototype._init_header = function() {\n", + " var titlebar = $(\n", + " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", + " 'ui-helper-clearfix\"/>');\n", + " var titletext = $(\n", + " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", + " 'text-align: center; padding: 3px;\"/>');\n", + " titlebar.append(titletext)\n", + " this.root.append(titlebar);\n", + " this.header = titletext[0];\n", + "}\n", + "\n", + "\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "\n", + "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "mpl.figure.prototype._init_canvas = function() {\n", + " var fig = this;\n", + "\n", + " var canvas_div = $('<div/>');\n", + "\n", + " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", + "\n", + " function canvas_keyboard_event(event) {\n", + " return fig.key_event(event, event['data']);\n", + " }\n", + "\n", + " canvas_div.keydown('key_press', canvas_keyboard_event);\n", + " canvas_div.keyup('key_release', canvas_keyboard_event);\n", + " this.canvas_div = canvas_div\n", + " this._canvas_extra_style(canvas_div)\n", + " this.root.append(canvas_div);\n", + "\n", + " var canvas = $('<canvas/>');\n", + " canvas.addClass('mpl-canvas');\n", + " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", + "\n", + " this.canvas = canvas[0];\n", + " this.context = canvas[0].getContext(\"2d\");\n", + "\n", + " var backingStore = this.context.backingStorePixelRatio ||\n", + "\tthis.context.webkitBackingStorePixelRatio ||\n", + "\tthis.context.mozBackingStorePixelRatio ||\n", + "\tthis.context.msBackingStorePixelRatio ||\n", + "\tthis.context.oBackingStorePixelRatio ||\n", + "\tthis.context.backingStorePixelRatio || 1;\n", + "\n", + " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", + "\n", + " var rubberband = $('<canvas/>');\n", + " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", + "\n", + " var pass_mouse_events = true;\n", + "\n", + " canvas_div.resizable({\n", + " start: function(event, ui) {\n", + " pass_mouse_events = false;\n", + " },\n", + " resize: function(event, ui) {\n", + " fig.request_resize(ui.size.width, ui.size.height);\n", + " },\n", + " stop: function(event, ui) {\n", + " pass_mouse_events = true;\n", + " fig.request_resize(ui.size.width, ui.size.height);\n", + " },\n", + " });\n", + "\n", + " function mouse_event_fn(event) {\n", + " if (pass_mouse_events)\n", + " return fig.mouse_event(event, event['data']);\n", + " }\n", + "\n", + " rubberband.mousedown('button_press', mouse_event_fn);\n", + " rubberband.mouseup('button_release', mouse_event_fn);\n", + " // Throttle sequential mouse events to 1 every 20ms.\n", + " rubberband.mousemove('motion_notify', mouse_event_fn);\n", + "\n", + " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", + " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", + "\n", + " canvas_div.on(\"wheel\", function (event) {\n", + " event = event.originalEvent;\n", + " event['data'] = 'scroll'\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " mouse_event_fn(event);\n", + " });\n", + "\n", + " canvas_div.append(canvas);\n", + " canvas_div.append(rubberband);\n", + "\n", + " this.rubberband = rubberband;\n", + " this.rubberband_canvas = rubberband[0];\n", + " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", + " this.rubberband_context.strokeStyle = \"#000000\";\n", + "\n", + " this._resize_canvas = function(width, height) {\n", + " // Keep the size of the canvas, canvas container, and rubber band\n", + " // canvas in synch.\n", + " canvas_div.css('width', width)\n", + " canvas_div.css('height', height)\n", + "\n", + " canvas.attr('width', width * mpl.ratio);\n", + " canvas.attr('height', height * mpl.ratio);\n", + " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", + "\n", + " rubberband.attr('width', width);\n", + " rubberband.attr('height', height);\n", + " }\n", + "\n", + " // Set the figure to an initial 600x600px, this will subsequently be updated\n", + " // upon first draw.\n", + " this._resize_canvas(600, 600);\n", + "\n", + " // Disable right mouse context menu.\n", + " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", + " return false;\n", + " });\n", + "\n", + " function set_focus () {\n", + " canvas.focus();\n", + " canvas_div.focus();\n", + " }\n", + "\n", + " window.setTimeout(set_focus, 100);\n", + "}\n", + "\n", + "mpl.figure.prototype._init_toolbar = function() {\n", + " var fig = this;\n", + "\n", + " var nav_element = $('<div/>')\n", + " nav_element.attr('style', 'width: 100%');\n", + " this.root.append(nav_element);\n", + "\n", + " // Define a callback function for later on.\n", + " function toolbar_event(event) {\n", + " return fig.toolbar_button_onclick(event['data']);\n", + " }\n", + " function toolbar_mouse_event(event) {\n", + " return fig.toolbar_button_onmouseover(event['data']);\n", + " }\n", + "\n", + " for(var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " // put a spacer in here.\n", + " continue;\n", + " }\n", + " var button = $('<button/>');\n", + " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", + " 'ui-button-icon-only');\n", + " button.attr('role', 'button');\n", + " button.attr('aria-disabled', 'false');\n", + " button.click(method_name, toolbar_event);\n", + " button.mouseover(tooltip, toolbar_mouse_event);\n", + "\n", + " var icon_img = $('<span/>');\n", + " icon_img.addClass('ui-button-icon-primary ui-icon');\n", + " icon_img.addClass(image);\n", + " icon_img.addClass('ui-corner-all');\n", + "\n", + " var tooltip_span = $('<span/>');\n", + " tooltip_span.addClass('ui-button-text');\n", + " tooltip_span.html(tooltip);\n", + "\n", + " button.append(icon_img);\n", + " button.append(tooltip_span);\n", + "\n", + " nav_element.append(button);\n", + " }\n", + "\n", + " var fmt_picker_span = $('<span/>');\n", + "\n", + " var fmt_picker = $('<select/>');\n", + " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", + " fmt_picker_span.append(fmt_picker);\n", + " nav_element.append(fmt_picker_span);\n", + " this.format_dropdown = fmt_picker[0];\n", + "\n", + " for (var ind in mpl.extensions) {\n", + " var fmt = mpl.extensions[ind];\n", + " var option = $(\n", + " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", + " fmt_picker.append(option)\n", + " }\n", + "\n", + " // Add hover states to the ui-buttons\n", + " $( \".ui-button\" ).hover(\n", + " function() { $(this).addClass(\"ui-state-hover\");},\n", + " function() { $(this).removeClass(\"ui-state-hover\");}\n", + " );\n", + "\n", + " var status_bar = $('<span class=\"mpl-message\"/>');\n", + " nav_element.append(status_bar);\n", + " this.message = status_bar[0];\n", + "}\n", + "\n", + "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", + " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", + " // which will in turn request a refresh of the image.\n", + " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", + "}\n", + "\n", + "mpl.figure.prototype.send_message = function(type, properties) {\n", + " properties['type'] = type;\n", + " properties['figure_id'] = this.id;\n", + " this.ws.send(JSON.stringify(properties));\n", + "}\n", + "\n", + "mpl.figure.prototype.send_draw_message = function() {\n", + " if (!this.waiting) {\n", + " this.waiting = true;\n", + " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", + " }\n", + "}\n", + "\n", + "\n", + "mpl.figure.prototype.handle_save = function(fig, msg) {\n", + " var format_dropdown = fig.format_dropdown;\n", + " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", + " fig.ondownload(fig, format);\n", + "}\n", + "\n", + "\n", + "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", + " var size = msg['size'];\n", + " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", + " fig._resize_canvas(size[0], size[1]);\n", + " fig.send_message(\"refresh\", {});\n", + " };\n", + "}\n", + "\n", + "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", + " var x0 = msg['x0'] / mpl.ratio;\n", + " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", + " var x1 = msg['x1'] / mpl.ratio;\n", + " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", + " x0 = Math.floor(x0) + 0.5;\n", + " y0 = Math.floor(y0) + 0.5;\n", + " x1 = Math.floor(x1) + 0.5;\n", + " y1 = Math.floor(y1) + 0.5;\n", + " var min_x = Math.min(x0, x1);\n", + " var min_y = Math.min(y0, y1);\n", + " var width = Math.abs(x1 - x0);\n", + " var height = Math.abs(y1 - y0);\n", + "\n", + " fig.rubberband_context.clearRect(\n", + " 0, 0, fig.canvas.width, fig.canvas.height);\n", + "\n", + " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", + "}\n", + "\n", + "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", + " // Updates the figure title.\n", + " fig.header.textContent = msg['label'];\n", + "}\n", + "\n", + "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", + " var cursor = msg['cursor'];\n", + " switch(cursor)\n", + " {\n", + " case 0:\n", + " cursor = 'pointer';\n", + " break;\n", + " case 1:\n", + " cursor = 'default';\n", + " break;\n", + " case 2:\n", + " cursor = 'crosshair';\n", + " break;\n", + " case 3:\n", + " cursor = 'move';\n", + " break;\n", + " }\n", + " fig.rubberband_canvas.style.cursor = cursor;\n", + "}\n", + "\n", + "mpl.figure.prototype.handle_message = function(fig, msg) {\n", + " fig.message.textContent = msg['message'];\n", + "}\n", + "\n", + "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", + " // Request the server to send over a new figure.\n", + " fig.send_draw_message();\n", + "}\n", + "\n", + "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", + " fig.image_mode = msg['mode'];\n", + "}\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function() {\n", + " // Called whenever the canvas gets updated.\n", + " this.send_message(\"ack\", {});\n", + "}\n", + "\n", + "// A function to construct a web socket function for onmessage handling.\n", + "// Called in the figure constructor.\n", + "mpl.figure.prototype._make_on_message_function = function(fig) {\n", + " return function socket_on_message(evt) {\n", + " if (evt.data instanceof Blob) {\n", + " /* FIXME: We get \"Resource interpreted as Image but\n", + " * transferred with MIME type text/plain:\" errors on\n", + " * Chrome. But how to set the MIME type? It doesn't seem\n", + " * to be part of the websocket stream */\n", + " evt.data.type = \"image/png\";\n", + "\n", + " /* Free the memory for the previous frames */\n", + " if (fig.imageObj.src) {\n", + " (window.URL || window.webkitURL).revokeObjectURL(\n", + " fig.imageObj.src);\n", + " }\n", + "\n", + " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", + " evt.data);\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " }\n", + " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", + " fig.imageObj.src = evt.data;\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " }\n", + "\n", + " var msg = JSON.parse(evt.data);\n", + " var msg_type = msg['type'];\n", + "\n", + " // Call the \"handle_{type}\" callback, which takes\n", + " // the figure and JSON message as its only arguments.\n", + " try {\n", + " var callback = fig[\"handle_\" + msg_type];\n", + " } catch (e) {\n", + " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", + " return;\n", + " }\n", + "\n", + " if (callback) {\n", + " try {\n", + " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", + " callback(fig, msg);\n", + " } catch (e) {\n", + " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", + " }\n", + " }\n", + " };\n", + "}\n", + "\n", + "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", + "mpl.findpos = function(e) {\n", + " //this section is from http://www.quirksmode.org/js/events_properties.html\n", + " var targ;\n", + " if (!e)\n", + " e = window.event;\n", + " if (e.target)\n", + " targ = e.target;\n", + " else if (e.srcElement)\n", + " targ = e.srcElement;\n", + " if (targ.nodeType == 3) // defeat Safari bug\n", + " targ = targ.parentNode;\n", + "\n", + " // jQuery normalizes the pageX and pageY\n", + " // pageX,Y are the mouse positions relative to the document\n", + " // offset() returns the position of the element relative to the document\n", + " var x = e.pageX - $(targ).offset().left;\n", + " var y = e.pageY - $(targ).offset().top;\n", + "\n", + " return {\"x\": x, \"y\": y};\n", + "};\n", + "\n", + "/*\n", + " * return a copy of an object with only non-object keys\n", + " * we need this to avoid circular references\n", + " * http://stackoverflow.com/a/24161582/3208463\n", + " */\n", + "function simpleKeys (original) {\n", + " return Object.keys(original).reduce(function (obj, key) {\n", + " if (typeof original[key] !== 'object')\n", + " obj[key] = original[key]\n", + " return obj;\n", + " }, {});\n", + "}\n", + "\n", + "mpl.figure.prototype.mouse_event = function(event, name) {\n", + " var canvas_pos = mpl.findpos(event)\n", + "\n", + " if (name === 'button_press')\n", + " {\n", + " this.canvas.focus();\n", + " this.canvas_div.focus();\n", + " }\n", + "\n", + " var x = canvas_pos.x * mpl.ratio;\n", + " var y = canvas_pos.y * mpl.ratio;\n", + "\n", + " this.send_message(name, {x: x, y: y, button: event.button,\n", + " step: event.step,\n", + " guiEvent: simpleKeys(event)});\n", + "\n", + " /* This prevents the web browser from automatically changing to\n", + " * the text insertion cursor when the button is pressed. We want\n", + " * to control all of the cursor setting manually through the\n", + " * 'cursor' event from matplotlib */\n", + " event.preventDefault();\n", + " return false;\n", + "}\n", + "\n", + "mpl.figure.prototype._key_event_extra = function(event, name) {\n", + " // Handle any extra behaviour associated with a key event\n", + "}\n", + "\n", + "mpl.figure.prototype.key_event = function(event, name) {\n", + "\n", + " // Prevent repeat events\n", + " if (name == 'key_press')\n", + " {\n", + " if (event.which === this._key)\n", + " return;\n", + " else\n", + " this._key = event.which;\n", + " }\n", + " if (name == 'key_release')\n", + " this._key = null;\n", + "\n", + " var value = '';\n", + " if (event.ctrlKey && event.which != 17)\n", + " value += \"ctrl+\";\n", + " if (event.altKey && event.which != 18)\n", + " value += \"alt+\";\n", + " if (event.shiftKey && event.which != 16)\n", + " value += \"shift+\";\n", + "\n", + " value += 'k';\n", + " value += event.which.toString();\n", + "\n", + " this._key_event_extra(event, name);\n", + "\n", + " this.send_message(name, {key: value,\n", + " guiEvent: simpleKeys(event)});\n", + " return false;\n", + "}\n", + "\n", + "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", + " if (name == 'download') {\n", + " this.handle_save(this, null);\n", + " } else {\n", + " this.send_message(\"toolbar_button\", {name: name});\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", + " this.message.textContent = tooltip;\n", + "};\n", + "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", + "\n", + "mpl.extensions = [\"eps\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\n", + "\n", + "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", + " // Create a \"websocket\"-like object which calls the given IPython comm\n", + " // object with the appropriate methods. Currently this is a non binary\n", + " // socket, so there is still some room for performance tuning.\n", + " var ws = {};\n", + "\n", + " ws.close = function() {\n", + " comm.close()\n", + " };\n", + " ws.send = function(m) {\n", + " //console.log('sending', m);\n", + " comm.send(m);\n", + " };\n", + " // Register the callback with on_msg.\n", + " comm.on_msg(function(msg) {\n", + " //console.log('receiving', msg['content']['data'], msg);\n", + " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", + " ws.onmessage(msg['content']['data'])\n", + " });\n", + " return ws;\n", + "}\n", + "\n", + "mpl.mpl_figure_comm = function(comm, msg) {\n", + " // This is the function which gets called when the mpl process\n", + " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", + "\n", + " var id = msg.content.data.id;\n", + " // Get hold of the div created by the display call when the Comm\n", + " // socket was opened in Python.\n", + " var element = $(\"#\" + id);\n", + " var ws_proxy = comm_websocket_adapter(comm)\n", + "\n", + " function ondownload(figure, format) {\n", + " window.open(figure.imageObj.src);\n", + " }\n", + "\n", + " var fig = new mpl.figure(id, ws_proxy,\n", + " ondownload,\n", + " element.get(0));\n", + "\n", + " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", + " // web socket which is closed, not our websocket->open comm proxy.\n", + " ws_proxy.onopen();\n", + "\n", + " fig.parent_element = element.get(0);\n", + " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", + " if (!fig.cell_info) {\n", + " console.error(\"Failed to find cell for figure\", id, fig);\n", + " return;\n", + " }\n", + "\n", + " var output_index = fig.cell_info[2]\n", + " var cell = fig.cell_info[0];\n", + "\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_close = function(fig, msg) {\n", + " var width = fig.canvas.width/mpl.ratio\n", + " fig.root.unbind('remove')\n", + "\n", + " // Update the output cell to use the data from the current canvas.\n", + " fig.push_to_output();\n", + " var dataURL = fig.canvas.toDataURL();\n", + " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", + " // the notebook keyboard shortcuts fail.\n", + " IPython.keyboard_manager.enable()\n", + " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", + " fig.close_ws(fig, msg);\n", + "}\n", + "\n", + "mpl.figure.prototype.close_ws = function(fig, msg){\n", + " fig.send_message('closing', msg);\n", + " // fig.ws.close()\n", + "}\n", + "\n", + "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", + " // Turn the data on the canvas into data in the output cell.\n", + " var width = this.canvas.width/mpl.ratio\n", + " var dataURL = this.canvas.toDataURL();\n", + " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", + "}\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function() {\n", + " // Tell IPython that the notebook contents must change.\n", + " IPython.notebook.set_dirty(true);\n", + " this.send_message(\"ack\", {});\n", + " var fig = this;\n", + " // Wait a second, then push the new image to the DOM so\n", + " // that it is saved nicely (might be nice to debounce this).\n", + " setTimeout(function () { fig.push_to_output() }, 1000);\n", + "}\n", + "\n", + "mpl.figure.prototype._init_toolbar = function() {\n", + " var fig = this;\n", + "\n", + " var nav_element = $('<div/>')\n", + " nav_element.attr('style', 'width: 100%');\n", + " this.root.append(nav_element);\n", + "\n", + " // Define a callback function for later on.\n", + " function toolbar_event(event) {\n", + " return fig.toolbar_button_onclick(event['data']);\n", + " }\n", + " function toolbar_mouse_event(event) {\n", + " return fig.toolbar_button_onmouseover(event['data']);\n", + " }\n", + "\n", + " for(var toolbar_ind in mpl.toolbar_items){\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) { continue; };\n", + "\n", + " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", + " button.click(method_name, toolbar_event);\n", + " button.mouseover(tooltip, toolbar_mouse_event);\n", + " nav_element.append(button);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", + " nav_element.append(status_bar);\n", + " this.message = status_bar[0];\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", + " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", + " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", + " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", + " buttongrp.append(button);\n", + " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", + " titlebar.prepend(buttongrp);\n", + "}\n", + "\n", + "mpl.figure.prototype._root_extra_style = function(el){\n", + " var fig = this\n", + " el.on(\"remove\", function(){\n", + "\tfig.close_ws(fig, {});\n", + " });\n", + "}\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function(el){\n", + " // this is important to make the div 'focusable\n", + " el.attr('tabindex', 0)\n", + " // reach out to IPython and tell the keyboard manager to turn it's self\n", + " // off when our div gets focus\n", + "\n", + " // location in version 3\n", + " if (IPython.notebook.keyboard_manager) {\n", + " IPython.notebook.keyboard_manager.register_events(el);\n", + " }\n", + " else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "\n", + "}\n", + "\n", + "mpl.figure.prototype._key_event_extra = function(event, name) {\n", + " var manager = IPython.notebook.keyboard_manager;\n", + " if (!manager)\n", + " manager = IPython.keyboard_manager;\n", + "\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which == 13) {\n", + " this.canvas_div.blur();\n", + " event.shiftKey = false;\n", + " // Send a \"J\" for go to next cell\n", + " event.which = 74;\n", + " event.keyCode = 74;\n", + " manager.command_mode();\n", + " manager.handle_keydown(event);\n", + " }\n", + "}\n", + "\n", + "mpl.figure.prototype.handle_save = function(fig, msg) {\n", + " fig.ondownload(fig, null);\n", + "}\n", + "\n", + "\n", + "mpl.find_output_cell = function(html_output) {\n", + " // Return the cell and output element which can be found *uniquely* in the notebook.\n", + " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", + " // IPython event is triggered only after the cells have been serialised, which for\n", + " // our purposes (turning an active figure into a static one), is too late.\n", + " var cells = IPython.notebook.get_cells();\n", + " var ncells = cells.length;\n", + " for (var i=0; i<ncells; i++) {\n", + " var cell = cells[i];\n", + " if (cell.cell_type === 'code'){\n", + " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", + " var data = cell.output_area.outputs[j];\n", + " if (data.data) {\n", + " // IPython >= 3 moved mimebundle to data attribute of output\n", + " data = data.data;\n", + " }\n", + " if (data['text/html'] == html_output) {\n", + " return [cell, data, j];\n", + " }\n", + " }\n", + " }\n", + " }\n", + "}\n", + "\n", + "// Register the function which deals with the matplotlib target/channel.\n", + "// The kernel may be null if the page has been refreshed.\n", + "if (IPython.notebook.kernel != null) {\n", + " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", + "}\n" + ], + "text/plain": [ + "<IPython.core.display.Javascript object>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "<img 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\" width=\"640\">" + ], + "text/plain": [ + "<IPython.core.display.HTML object>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "W = np.loadtxt('W_trips.txt')\n", "for column in W.T:\n", @@ -46,9 +839,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'config' has no attribute 'generate_filenames'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-7-78bf0b79c24f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mconfig\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 6\u001b[0;31m \u001b[0mfilenames\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconfig\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgenerate_filenames\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m''\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 7\u001b[0m \u001b[0mfull_link_ids\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloadtxt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'full_link_ids.txt'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mint\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[0mcrs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m'init'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m'epsg:4326'\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'config' has no attribute 'generate_filenames'" + ] + } + ], "source": [ "import geopandas as gpd\n", "import numpy as np\n", @@ -103,9 +908,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'H_loaded' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-5-c8743088efee>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mthreshold\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m7\u001b[0m \u001b[0;31m# for number of signatures for a link considered high\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mds\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mH_loaded\u001b[0m\u001b[0;34m>\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mlink_ids_with_high_signature_count\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mds\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mds\u001b[0m\u001b[0;34m>=\u001b[0m\u001b[0mthreshold\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtolist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'H_loaded' is not defined" + ] + } + ], "source": [ "threshold = 7 # for number of signatures for a link considered high\n", "ds = np.sum(H_loaded>0, axis=0)\n", @@ -136,18 +953,20 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 6, "metadata": {}, "outputs": [ { - "data": { - "image/png": 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\n", - "text/plain": [ - "<matplotlib.figure.Figure at 0x7fb4ad714c18>" - ] - }, - "metadata": {}, - "output_type": "display_data" + "ename": "ModuleNotFoundError", + "evalue": "No module named 'geopandas'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-6-550021ab6c2c>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mnumpy\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0;32mimport\u001b[0m \u001b[0mVisualizations\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mvz\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0;31m#D = np.loadtxt('D_trips.txt')\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;31m#H = np.loadtxt('H_trips.txt')\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mW\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloadtxt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'W_trips.txt'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/work/projects/traffic/MultiplicativeAlgorithm/Visualizations.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mmatplotlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpyplot\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mconfig\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \u001b[0;32mimport\u001b[0m \u001b[0mgeopandas\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mgpd\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 8\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mshapely\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgeometry\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mLineString\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mfolium\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'geopandas'" + ] } ], "source": [ @@ -339,7 +1158,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.6" + "version": "3.6.7" } }, "nbformat": 4,