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mpld3 text callout plugin
{
"metadata": {
"name": "",
"signature": "sha256:e138aafd6ff439505598da3580a0313ffac8a140264b8370a7981fdb9be32a91"
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"nbformat_minor": 0,
"worksheets": [
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"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"!date"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Mon May 19 06:04:22 PDT 2014\r\n"
]
}
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"prompt_number": 1
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{
"cell_type": "markdown",
"metadata": {},
"source": [
"# A plugin to add text callouts to a scatter plot interactively\n",
"\n",
"User story: as a graph maker, I want to include text to callout specific outlier data points, in a visually appealing way. It would be convenient to do this interactively, and then be able to save the results for later.\n",
"\n",
"\n",
"Requirements:\n",
"\n",
"* click on a point to reveal the text callout\n",
"* drag the text to move it to a better place\n",
"* include a line from the text to the point (if necessary)\n",
"* save results"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"import matplotlib.pyplot as plt, numpy as np, mpld3\n",
"%matplotlib inline\n",
"mpld3.enable_notebook()"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# set random seed for reproducible results\n",
"np.random.seed(123456789)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"xx = np.random.laplace(size=100)\n",
"yy = np.random.laplace(size=100)\n",
"ss = map(lambda x: 'ABCDEFGHIJKLMNOPQRSTUVWXYZ'[x], np.random.randint(26, size=100))"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# the problem: too many text callouts, too close together\n",
"\n",
"plt.plot(xx, yy, linestyle='none', marker='s', mew=2, mec='k', mfc='none')\n",
"for s_i, x_i, y_i in zip(ss, xx, yy):\n",
" plt.text(x_i+.1, y_i, s_i, ha='left', va='center')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
"</style>\n",
"\n",
"<div id=\"fig_el8859791141923509680519\"></div>\n",
"<script>\n",
"function mpld3_load_lib(url, callback){\n",
" var s = document.createElement('script');\n",
" s.src = url;\n",
" s.async = true;\n",
" s.onreadystatechange = s.onload = callback;\n",
" s.onerror = function(){console.warn(\"failed to load library \" + url);};\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
"}\n",
"\n",
"if(typeof(mpld3) !== \"undefined\" && mpld3._mpld3IsLoaded){\n",
" // already loaded: just create the figure\n",
" !function(mpld3){\n",
" \n",
" mpld3.draw_figure(\"fig_el8859791141923509680519\", {\"axes\": [{\"xlim\": [-6.0, 6.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"V\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.16792135602850716, 0.5535517574969734], \"rotation\": -0.0, \"id\": \"el885982257424\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"M\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.17071564222697133, -1.0962304397374543], \"rotation\": -0.0, \"id\": \"el885982282000\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"U\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.11929095069897264, -0.697397577680517], \"rotation\": -0.0, \"id\": \"el885982281040\"}, 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[-1.6293604304024885, -0.45298366800759643], [-0.8521188275297965, -0.331721315644849], [-1.0660292433901666, -1.7804781620612276], [2.9242911019104607, 1.2852137754064699], [-0.925147632735821, -1.573039347168753], [-1.0334575516500124, -0.05016765798333821], [-0.6088466932090074, -1.690472561071702], [-0.6067197223463912, 0.6035941103464546], [0.9431455921440783, -2.020077990675362], [-1.0594307249812032, -4.747189445562187], [-0.48509536128930636, -0.27377791040721444], [-0.07136557335907676, -1.3397406247603243], [0.9517478085593559, 0.40122780730838], [1.0169648925117452, -0.1801359519832772], [-0.923096717650409, -0.9716328034968015], [-1.1871977957253241, -0.62100414853192], [0.4684700229364803, -0.9687605106028614]]}, \"id\": \"el885979114192\"});\n",
" }(mpld3);\n",
"}else if(typeof define === \"function\" && define.amd){\n",
" // require.js is available: use it to load d3/mpld3\n",
" require.config({paths: {d3: \"https://mpld3.github.io/js/d3.v3.min\"}});\n",
" require([\"d3\"], function(d3){\n",
" window.d3 = d3;\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n",
" \n",
" mpld3.draw_figure(\"fig_el8859791141923509680519\", {\"axes\": [{\"xlim\": [-6.0, 6.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"V\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.16792135602850716, 0.5535517574969734], \"rotation\": -0.0, \"id\": \"el885982257424\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"M\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.17071564222697133, -1.0962304397374543], \"rotation\": -0.0, \"id\": \"el885982282000\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"U\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.11929095069897264, -0.697397577680517], \"rotation\": -0.0, \"id\": \"el885982281040\"}, 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\"position\": [-2.2913978697435833, 0.5202449053674958], \"rotation\": -0.0, \"id\": \"el885978854032\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"O\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.2776342653717199, -0.48802769093958775], \"rotation\": -0.0, \"id\": \"el885978855120\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"N\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-1.5293604304024884, -0.45298366800759643], \"rotation\": -0.0, \"id\": \"el885978880848\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"O\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.7521188275297965, -0.331721315644849], \"rotation\": -0.0, \"id\": \"el885978881936\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"X\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.9660292433901666, -1.7804781620612276], \"rotation\": -0.0, \"id\": \"el885978883024\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"Y\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [3.024291101910461, 1.2852137754064699], \"rotation\": -0.0, \"id\": \"el885978884112\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"Y\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.825147632735821, -1.573039347168753], \"rotation\": -0.0, \"id\": \"el885978905744\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"H\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.9334575516500124, -0.05016765798333821], \"rotation\": -0.0, \"id\": \"el885978906832\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"P\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.5088466932090074, -1.690472561071702], \"rotation\": -0.0, \"id\": \"el885978907920\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"J\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.5067197223463912, 0.6035941103464546], \"rotation\": -0.0, \"id\": \"el885978909008\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"A\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [1.0431455921440784, -2.020077990675362], \"rotation\": -0.0, \"id\": \"el885978938832\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"E\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.9594307249812032, -4.747189445562187], \"rotation\": -0.0, \"id\": \"el885978939920\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"O\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.3850953612893063, -0.27377791040721444], \"rotation\": -0.0, \"id\": \"el885978941008\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"K\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.02863442664092325, -1.3397406247603243], \"rotation\": -0.0, \"id\": \"el885978942096\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"N\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [1.051747808559356, 0.40122780730838], \"rotation\": -0.0, \"id\": \"el885981000464\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"D\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [1.1169648925117452, -0.1801359519832772], \"rotation\": -0.0, \"id\": \"el885980998800\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"T\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.823096717650409, -0.9716328034968015], \"rotation\": -0.0, \"id\": \"el885981000016\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"Z\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-1.087197795725324, -0.62100414853192], \"rotation\": -0.0, \"id\": \"el885980957392\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"B\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.5684700229364803, -0.9687605106028614], \"rotation\": -0.0, \"id\": \"el885980954640\"}], \"zoomable\": true, \"images\": [], \"xdomain\": [-6.0, 6.0], \"ylim\": [-5.0, 3.0], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 7, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [], \"markers\": [{\"edgecolor\": \"#000000\", \"facecolor\": \"none\", \"edgewidth\": 2, \"yindex\": 1, \"coordinates\": \"data\", \"zorder\": 2, \"markerpath\": [[[-3.0, 3.0], [3.0, 3.0], [3.0, -3.0], [-3.0, -3.0]], [\"M\", \"L\", \"L\", \"L\", \"Z\"]], \"alpha\": 1, \"xindex\": 0, \"data\": \"data01\", \"id\": \"el885982257360pts\"}], \"id\": \"el885978203472\", \"ydomain\": [-5.0, 3.0], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 320.0, \"width\": 480.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}], \"data\": {\"data01\": [[0.06792135602850716, 0.5535517574969734], [0.07071564222697133, -1.0962304397374543], [0.019290950698972624, -0.697397577680517], [0.5570930840449988, 1.1036358550133438], [-0.6655360806287234, 0.9840047892844668], [0.7039800806060816, -0.07011036544587769], [1.4599769294036624, 0.10087584288932681], [-1.1718342739782037, 0.45700967919724544], [0.417172690220592, -0.013984001724256963], [0.33812003755141545, 0.540121738914455], [0.592857307948625, 0.5229315101282587], [0.6880609377182705, -0.1328525189726129], [1.013613608040872, -0.8998713602501379], [-1.6305744957973476, -0.16644216883391913], [-4.9465604781708326, 0.9353331172884595], [-0.7730149031252225, 1.1838127745423013], [-3.708663202974175, -1.3667202773545069], [-0.34660662553680227, -0.14752812552023425], [-0.9927319314711233, 1.546495699690908], [0.8807711080081543, 0.10560023252621568], [0.25404622219963024, -0.7026085732216262], [1.6037454001354035, -0.17089661800604578], [-0.46086858686881527, -2.6130132200418568], [-0.20664185006545377, 0.5941445436252722], [3.231890331236752, 0.06873533932464285], [0.08788123862515568, -0.46717132784732185], [-0.7244537079789028, 0.8726679319631628], [-0.6842204144967149, -0.3944225071896905], [0.13962026114804865, 1.0981166191771734], [-1.321729240979548, 0.45110692905908334], [1.3964138625370441, -1.144917438681567], [-0.040130868756500425, -1.1362534398270026], [-0.5680103861539066, -0.03605794728452982], [1.5344304550689158, 0.33086737616186396], [1.0649762011439976, 0.02088463814746541], [3.217400421393364, -0.4267853881612133], [1.3260121746151128, -1.0624415054014116], [-0.9493013716630252, 0.36426753086112373], [-0.09543070617234001, 0.596208105759237], [0.9425463210533496, 0.40746637878107256], [0.6821337189393244, 0.18218043253364313], [1.832078071501846, -0.6419517358309926], [-0.8188467860309432, -1.0651572944689427], [5.498280647821097, -0.0014312531308891142], [0.2301594056107485, -4.710399556108404], [-2.6445556116983995, 0.6741116847767701], [0.11770546521000545, -1.2025125483740897], [-0.4474048460555124, 0.02529333733390922], [0.0042181328952318724, 1.794521108963091], [0.06853951058651865, 0.03890362875452063], [0.3930822623539256, 0.3199203099720597], [-0.08713716994728957, -0.5215220226575144], [-1.515252156026432, 2.070741573782322], [0.6159553050253306, -2.1323833519683895], [0.8402725791559341, -0.16126949357887907], [-1.26379565245968, 2.3280783715243185], [1.1312611611852956, -0.27400761967789133], [-0.2163508727427785, -0.5645100430468151], [-0.2072119865999917, -0.6235741633094909], [-0.2993058713100597, -2.021860298002012], [1.7959556755389399, 0.33292931209238313], [-0.018817204828574626, 0.6012462034279626], [2.687905562078716, 0.5635269884326063], [-1.9701069575217949, 1.3471501908614965], [-0.32282949920449655, -0.37772840107378575], [-2.404397159418401, 2.9374624023094507], [-0.3982785417047026, 1.2676165788417266], [-0.20535900784571004, -0.9859007155745718], [-0.7631099853745107, -0.10796130018438328], [-0.8977490828674796, -3.002345034477707], [2.0371823741107216, -0.1461460925500242], [0.16734662706589534, -0.5541645989134789], [0.2856087969270967, -0.9044746109045123], [1.1581755187636844, -2.2378599251567395], [-1.0413765822495011, -0.46879166722381765], [1.209151526619677, -0.7974523231552293], [-0.5137121187327154, -0.17085454172474887], [1.1051566026796118, -0.7123278907034623], [2.471198445689641, 0.7644520459192271], [-1.472028836941331, -0.334385049577932], [-1.4559550470699003, -0.29142350334926537], [-2.3913978697435834, 0.5202449053674958], [0.17763426537171992, -0.48802769093958775], [-1.6293604304024885, -0.45298366800759643], [-0.8521188275297965, -0.331721315644849], [-1.0660292433901666, -1.7804781620612276], [2.9242911019104607, 1.2852137754064699], [-0.925147632735821, -1.573039347168753], [-1.0334575516500124, -0.05016765798333821], [-0.6088466932090074, -1.690472561071702], [-0.6067197223463912, 0.6035941103464546], [0.9431455921440783, -2.020077990675362], [-1.0594307249812032, -4.747189445562187], [-0.48509536128930636, -0.27377791040721444], [-0.07136557335907676, -1.3397406247603243], [0.9517478085593559, 0.40122780730838], [1.0169648925117452, -0.1801359519832772], [-0.923096717650409, -0.9716328034968015], [-1.1871977957253241, -0.62100414853192], [0.4684700229364803, -0.9687605106028614]]}, \"id\": \"el885979114192\"});\n",
" });\n",
" });\n",
"}else{\n",
" // require.js not available: dynamically load d3 & mpld3\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/d3.v3.min.js\", function(){\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n",
" \n",
" mpld3.draw_figure(\"fig_el8859791141923509680519\", {\"axes\": [{\"xlim\": [-6.0, 6.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"V\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.16792135602850716, 0.5535517574969734], \"rotation\": -0.0, \"id\": \"el885982257424\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"M\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.17071564222697133, -1.0962304397374543], \"rotation\": -0.0, \"id\": \"el885982282000\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"U\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.11929095069897264, -0.697397577680517], \"rotation\": -0.0, \"id\": \"el885982281040\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"I\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.6570930840449988, 1.1036358550133438], \"rotation\": -0.0, \"id\": \"el885982283920\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"Q\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.5655360806287234, 0.9840047892844668], \"rotation\": -0.0, \"id\": \"el885982178576\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"N\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.8039800806060816, -0.07011036544587769], \"rotation\": -0.0, \"id\": \"el885982179664\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"G\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [1.5599769294036625, 0.10087584288932681], \"rotation\": -0.0, \"id\": \"el885982180752\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"T\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-1.0718342739782036, 0.45700967919724544], \"rotation\": -0.0, \"id\": \"el885982181840\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"H\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.517172690220592, -0.013984001724256963], \"rotation\": -0.0, \"id\": \"el885982228048\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"I\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.4381200375514155, 0.540121738914455], \"rotation\": -0.0, \"id\": \"el885982229136\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"N\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.692857307948625, 0.5229315101282587], \"rotation\": -0.0, \"id\": \"el885982230224\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"K\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.7880609377182705, -0.1328525189726129], \"rotation\": -0.0, \"id\": \"el885982292816\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"Q\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [1.113613608040872, -0.8998713602501379], \"rotation\": -0.0, \"id\": \"el885982293904\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"R\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-1.5305744957973475, -0.16644216883391913], \"rotation\": -0.0, \"id\": \"el885982294992\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"O\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-4.846560478170833, 0.9353331172884595], \"rotation\": -0.0, \"id\": \"el885982296080\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"Q\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.6730149031252225, 1.1838127745423013], \"rotation\": -0.0, \"id\": \"el885982309520\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"B\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-3.6086632029741748, -1.3667202773545069], \"rotation\": -0.0, \"id\": \"el885982310608\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": 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+/fuIj4836v0kTxyJSQ5p8+bNCA8Px/nz53H06FFs27ZNa6V1MQw1saini627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\nAicikikmcCIimWICJyKSqf8HkiZUTjsqM8kAAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x4b72fd0>"
]
}
],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# the solution: a plugin so that the text is only revealed when a marker is clicked\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib as mpl\n",
"\n",
"class CalloutPlugin(mpld3.plugins.PluginBase):\n",
" JAVASCRIPT = r\"\"\"\n",
" mpld3.register_plugin(\"callout\", CalloutPlugin);\n",
" CalloutPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
" CalloutPlugin.prototype.constructor = CalloutPlugin;\n",
" CalloutPlugin.prototype.requiredProps = [\"id\"];\n",
" CalloutPlugin.prototype.defaultProps = {labels: null}\n",
" \n",
" var my_icon = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAIAAACQkWg2AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3gUTDC0v7E0+LAAAAB1pVFh0Q29tbWVudAAAAAAAQ3JlYXRlZCB3aXRoIEdJTVBkLmUHAAAAa0lEQVQoz32QQRLAIAwCA///Mz3Y6cSG4EkjoAsk1VgAqspecVP3TTIA6MHTQ6sOHm7Zm4dWHcC4wc3hmVzT7xEbYf66dX/xnEOI7M9KYgie6qvW6ZH0grYOmQGOxzCEQn8C5k5mHAOrbeIBWLlaA3heUtcAAAAASUVORK5CYII=\";\n",
"\n",
" function CalloutPlugin(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" // add a button to enable/disable box zoom\n",
" var SaveButton = mpld3.ButtonFactory({\n",
" buttonID: \"save\",\n",
" sticky: false,\n",
" onActivate: function(){save_callouts(this.props.callouts);}.bind(this),\n",
" icon: function(){return my_icon;},\n",
" });\n",
" this.fig.buttons.push(SaveButton);\n",
" };\n",
"\n",
" function save_callouts(callouts) {\n",
" function callout_py(d) {\n",
" return \"plt.text(\" + d.x + \", \" + d.y + \", '\" + d.s + \"', va='center')\\n\"\n",
" + \"plt.plot([\" + d.x1 + \", \" + d.x2 + \"], [\" + d.y1 + \", \" + d.y2 + \"], 'k-')\\n\"\n",
" }\n",
" prompt(\"Copy code to generate callouts:\", callouts.map(callout_py).join(\"\\n\"));\n",
" }\n",
"\n",
" CalloutPlugin.prototype.draw = function(){\n",
" mpld3.t = this; // for debugging and interactive development\n",
" this.props.callouts = [];\n",
" \n",
" var obj = mpld3.get_element(this.props.id), // the points to callout interactively\n",
" callouts = this.props.callouts, // the list of callouts (initially empty)\n",
" labels = this.props.labels, // the labels, in a local var for easy access\n",
" x_offset = .02 * (obj.ax.x.domain()[1] - obj.ax.x.domain()[0]),\n",
" callout_group = obj.group.append(\"g\");\n",
" \n",
" // add behavior: click-on-marker to add text callout \n",
" obj.elements()\n",
" .on(\"mousedown.callout\", function(d, i){\n",
" callouts.push({x:d[0]+x_offset, y:d[1], // coords for marker\n",
" x1:d[0], y1:d[1], // coords for callout line start\n",
" x2:d[0]+x_offset, y2:d[1], // coords for callout line end\n",
" s:labels[i]});\n",
" redraw_callouts();\n",
" });\n",
"\n",
" // add behavior: drag-to-reposition callout label\n",
" var drag_label = d3.behavior.drag()\n",
" .origin(function(d) { return {x:obj.ax.x(d.x),\n",
" y:obj.ax.y(d.y)}; })\n",
" .on(\"drag\", function(d) {\n",
" del_x = d.x2 - d.x;\n",
" del_y = d.y2 - d.y;\n",
" \n",
" d.x = obj.ax.x.invert(d3.event.x);\n",
" d.y = obj.ax.y.invert(d3.event.y);\n",
" \n",
" d.x2 = d.x + del_x;\n",
" d.y2 = d.y + del_y;\n",
" \n",
" redraw_callouts();\n",
" });\n",
" \n",
" // add behavior: drag-to-reposition callout line\n",
" var drag_line = d3.behavior.drag()\n",
" .origin(function(d) { return {x:obj.ax.x(d.x2),\n",
" y:obj.ax.y(d.y2)}; })\n",
" .on(\"drag\", function(d) {\n",
" d.x2 = obj.ax.x.invert(d3.event.x);\n",
" d.y2 = obj.ax.y.invert(d3.event.y);\n",
" redraw_callouts();\n",
" });\n",
"\n",
" function redraw_callouts() {\n",
" var labels = callout_group.selectAll(\"text\")\n",
" .data(callouts),\n",
" lines = callout_group.selectAll(\"line\")\n",
" .data(callouts);\n",
" \n",
" // add new text elements, if necessary\n",
" labels.enter().append(\"text\")\n",
" .text(function(d) { return d.s; })\n",
" .attr(\"class\", \"mpld3-text\")\n",
" .style(\"font-size\", 11)\n",
" .style(\"text-anchor\", \"start\")\n",
" .style(\"dominant-baseline\", \"central\")\n",
" .style(\"cursor\", \"default\")\n",
" .call(drag_label);\n",
"\n",
" // update text locations, which could have been changed by dragging\n",
" labels\n",
" .attr(\"x\", function(d) { return obj.ax.x(d.x); })\n",
" .attr(\"y\", function(d) { return obj.ax.y(d.y); });\n",
" \n",
" // add new line elements, if necessary\n",
" lines.enter().append(\"line\")\n",
" .style(\"stroke\", \"black\")\n",
" .attr(\"x1\", function(d) { return obj.ax.x(d.x1); })\n",
" .attr(\"y1\", function(d) { return obj.ax.y(d.y1); })\n",
" .style(\"cursor\", \"default\")\n",
" .call(drag_line);\n",
" \n",
" // update line elements, hiding if the get too short\n",
" lines\n",
" .attr(\"x2\", function(d) { return obj.ax.x(d.x2); })\n",
" .attr(\"y2\", function(d) { return obj.ax.y(d.y2); });\n",
" };\n",
" }\n",
" \"\"\"\n",
"\n",
" def __init__(self, points, labels):\n",
" if isinstance(points, mpl.lines.Line2D):\n",
" suffix = \"pts\"\n",
" else:\n",
" suffix = None\n",
"\n",
" self.dict_ = {\"type\": \"callout\",\n",
" \"id\": mpld3.utils.get_id(points, suffix),\n",
" \"labels\": labels}\n",
"\n",
"points = plt.plot(xx, yy, linestyle='none', marker='s', mew=2, mec='k', mfc='none')\n",
"mpld3.plugins.clear(plt.gcf())\n",
"mpld3.plugins.connect(plt.gcf(), CalloutPlugin(points[0], ss))\n",
"\n",
"mpld3.save_html(plt.gcf(), '/homes/abie/mpld3/t.html')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
"</style>\n",
"\n",
"<div id=\"fig_el8859821264808393473790\"></div>\n",
"<script>\n",
"function mpld3_load_lib(url, callback){\n",
" var s = document.createElement('script');\n",
" s.src = url;\n",
" s.async = true;\n",
" s.onreadystatechange = s.onload = callback;\n",
" s.onerror = function(){console.warn(\"failed to load library \" + url);};\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
"}\n",
"\n",
"if(typeof(mpld3) !== \"undefined\" && mpld3._mpld3IsLoaded){\n",
" // already loaded: just create the figure\n",
" !function(mpld3){\n",
" \n",
" mpld3.register_plugin(\"callout\", CalloutPlugin);\n",
" CalloutPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
" CalloutPlugin.prototype.constructor = CalloutPlugin;\n",
" CalloutPlugin.prototype.requiredProps = [\"id\"];\n",
" CalloutPlugin.prototype.defaultProps = {labels: null}\n",
" \n",
" var my_icon = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAIAAACQkWg2AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3gUTDC0v7E0+LAAAAB1pVFh0Q29tbWVudAAAAAAAQ3JlYXRlZCB3aXRoIEdJTVBkLmUHAAAAa0lEQVQoz32QQRLAIAwCA///Mz3Y6cSG4EkjoAsk1VgAqspecVP3TTIA6MHTQ6sOHm7Zm4dWHcC4wc3hmVzT7xEbYf66dX/xnEOI7M9KYgie6qvW6ZH0grYOmQGOxzCEQn8C5k5mHAOrbeIBWLlaA3heUtcAAAAASUVORK5CYII=\";\n",
"\n",
" function CalloutPlugin(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" // add a button to enable/disable box zoom\n",
" var SaveButton = mpld3.ButtonFactory({\n",
" buttonID: \"save\",\n",
" sticky: false,\n",
" onActivate: function(){save_callouts(this.props.callouts);}.bind(this),\n",
" icon: function(){return my_icon;},\n",
" });\n",
" this.fig.buttons.push(SaveButton);\n",
" };\n",
"\n",
" function save_callouts(callouts) {\n",
" function callout_py(d) {\n",
" return \"plt.text(\" + d.x + \", \" + d.y + \", '\" + d.s + \"', va='center')\\n\"\n",
" + \"plt.plot([\" + d.x1 + \", \" + d.x2 + \"], [\" + d.y1 + \", \" + d.y2 + \"], 'k-')\\n\"\n",
" }\n",
" prompt(\"Copy code to generate callouts:\", callouts.map(callout_py).join(\"\\n\"));\n",
" }\n",
"\n",
" CalloutPlugin.prototype.draw = function(){\n",
" mpld3.t = this; // for debugging and interactive development\n",
" this.props.callouts = [];\n",
" \n",
" var obj = mpld3.get_element(this.props.id), // the points to callout interactively\n",
" callouts = this.props.callouts, // the list of callouts (initially empty)\n",
" labels = this.props.labels, // the labels, in a local var for easy access\n",
" x_offset = .02 * (obj.ax.x.domain()[1] - obj.ax.x.domain()[0]),\n",
" callout_group = obj.group.append(\"g\");\n",
" \n",
" // add behavior: click-on-marker to add text callout \n",
" obj.elements()\n",
" .on(\"mousedown.callout\", function(d, i){\n",
" callouts.push({x:d[0]+x_offset, y:d[1], // coords for marker\n",
" x1:d[0], y1:d[1], // coords for callout line start\n",
" x2:d[0]+x_offset, y2:d[1], // coords for callout line end\n",
" s:labels[i]});\n",
" redraw_callouts();\n",
" });\n",
"\n",
" // add behavior: drag-to-reposition callout label\n",
" var drag_label = d3.behavior.drag()\n",
" .origin(function(d) { return {x:obj.ax.x(d.x),\n",
" y:obj.ax.y(d.y)}; })\n",
" .on(\"drag\", function(d) {\n",
" del_x = d.x2 - d.x;\n",
" del_y = d.y2 - d.y;\n",
" \n",
" d.x = obj.ax.x.invert(d3.event.x);\n",
" d.y = obj.ax.y.invert(d3.event.y);\n",
" \n",
" d.x2 = d.x + del_x;\n",
" d.y2 = d.y + del_y;\n",
" \n",
" redraw_callouts();\n",
" });\n",
" \n",
" // add behavior: drag-to-reposition callout line\n",
" var drag_line = d3.behavior.drag()\n",
" .origin(function(d) { return {x:obj.ax.x(d.x2),\n",
" y:obj.ax.y(d.y2)}; })\n",
" .on(\"drag\", function(d) {\n",
" d.x2 = obj.ax.x.invert(d3.event.x);\n",
" d.y2 = obj.ax.y.invert(d3.event.y);\n",
" redraw_callouts();\n",
" });\n",
"\n",
" function redraw_callouts() {\n",
" var labels = callout_group.selectAll(\"text\")\n",
" .data(callouts),\n",
" lines = callout_group.selectAll(\"line\")\n",
" .data(callouts);\n",
" \n",
" // add new text elements, if necessary\n",
" labels.enter().append(\"text\")\n",
" .text(function(d) { return d.s; })\n",
" .attr(\"class\", \"mpld3-text\")\n",
" .style(\"font-size\", 11)\n",
" .style(\"text-anchor\", \"start\")\n",
" .style(\"dominant-baseline\", \"central\")\n",
" .style(\"cursor\", \"default\")\n",
" .call(drag_label);\n",
"\n",
" // update text locations, which could have been changed by dragging\n",
" labels\n",
" .attr(\"x\", function(d) { return obj.ax.x(d.x); })\n",
" .attr(\"y\", function(d) { return obj.ax.y(d.y); });\n",
" \n",
" // add new line elements, if necessary\n",
" lines.enter().append(\"line\")\n",
" .style(\"stroke\", \"black\")\n",
" .attr(\"x1\", function(d) { return obj.ax.x(d.x1); })\n",
" .attr(\"y1\", function(d) { return obj.ax.y(d.y1); })\n",
" .style(\"cursor\", \"default\")\n",
" .call(drag_line);\n",
" \n",
" // update line elements, hiding if the get too short\n",
" lines\n",
" .attr(\"x2\", function(d) { return obj.ax.x(d.x2); })\n",
" .attr(\"y2\", function(d) { return obj.ax.y(d.y2); });\n",
" };\n",
" }\n",
" \n",
" mpld3.draw_figure(\"fig_el8859821264808393473790\", {\"axes\": [{\"xlim\": [-6.0, 6.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [-6.0, 6.0], \"ylim\": [-5.0, 3.0], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 7, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [], \"markers\": [{\"edgecolor\": \"#000000\", \"facecolor\": \"none\", \"edgewidth\": 2, \"yindex\": 1, \"coordinates\": \"data\", \"zorder\": 2, \"markerpath\": [[[-3.0, 3.0], [3.0, 3.0], [3.0, -3.0], [-3.0, -3.0]], [\"M\", \"L\", \"L\", \"L\", \"Z\"]], \"alpha\": 1, \"xindex\": 0, \"data\": \"data01\", \"id\": \"el885984807568pts\"}], \"id\": \"el885982125840\", \"ydomain\": [-5.0, 3.0], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 320.0, \"width\": 480.0, \"plugins\": [{\"labels\": [\"V\", \"M\", \"U\", \"I\", \"Q\", \"N\", \"G\", \"T\", \"H\", \"I\", \"N\", \"K\", \"Q\", \"R\", \"O\", \"Q\", \"B\", \"Y\", \"C\", \"K\", \"U\", \"H\", \"X\", \"K\", \"F\", \"P\", \"O\", \"A\", \"M\", \"M\", \"Z\", \"P\", \"H\", \"J\", \"P\", \"O\", \"N\", \"Z\", \"B\", \"W\", \"O\", \"H\", \"G\", \"E\", \"K\", \"K\", \"Q\", \"Z\", \"K\", \"J\", \"Y\", \"A\", \"M\", \"S\", \"F\", \"J\", \"R\", \"G\", \"W\", \"S\", \"V\", \"E\", \"R\", \"I\", \"N\", \"B\", \"Y\", \"I\", \"F\", \"K\", \"U\", \"H\", \"S\", \"X\", \"K\", \"D\", \"P\", \"V\", \"F\", \"K\", \"Y\", \"U\", \"O\", \"N\", \"O\", \"X\", \"Y\", \"Y\", \"H\", \"P\", \"J\", \"A\", \"E\", \"O\", \"K\", \"N\", \"D\", \"T\", \"Z\", \"B\"], \"type\": \"callout\", \"id\": \"el885984807568pts\"}], \"data\": {\"data01\": [[0.06792135602850716, 0.5535517574969734], [0.07071564222697133, -1.0962304397374543], [0.019290950698972624, -0.697397577680517], [0.5570930840449988, 1.1036358550133438], [-0.6655360806287234, 0.9840047892844668], [0.7039800806060816, -0.07011036544587769], [1.4599769294036624, 0.10087584288932681], [-1.1718342739782037, 0.45700967919724544], [0.417172690220592, -0.013984001724256963], [0.33812003755141545, 0.540121738914455], [0.592857307948625, 0.5229315101282587], [0.6880609377182705, -0.1328525189726129], [1.013613608040872, -0.8998713602501379], [-1.6305744957973476, -0.16644216883391913], [-4.9465604781708326, 0.9353331172884595], [-0.7730149031252225, 1.1838127745423013], [-3.708663202974175, -1.3667202773545069], [-0.34660662553680227, -0.14752812552023425], [-0.9927319314711233, 1.546495699690908], [0.8807711080081543, 0.10560023252621568], [0.25404622219963024, -0.7026085732216262], [1.6037454001354035, -0.17089661800604578], [-0.46086858686881527, -2.6130132200418568], [-0.20664185006545377, 0.5941445436252722], [3.231890331236752, 0.06873533932464285], [0.08788123862515568, -0.46717132784732185], [-0.7244537079789028, 0.8726679319631628], [-0.6842204144967149, -0.3944225071896905], [0.13962026114804865, 1.0981166191771734], [-1.321729240979548, 0.45110692905908334], [1.3964138625370441, -1.144917438681567], [-0.040130868756500425, -1.1362534398270026], [-0.5680103861539066, -0.03605794728452982], [1.5344304550689158, 0.33086737616186396], [1.0649762011439976, 0.02088463814746541], [3.217400421393364, -0.4267853881612133], [1.3260121746151128, -1.0624415054014116], [-0.9493013716630252, 0.36426753086112373], [-0.09543070617234001, 0.596208105759237], [0.9425463210533496, 0.40746637878107256], [0.6821337189393244, 0.18218043253364313], [1.832078071501846, -0.6419517358309926], [-0.8188467860309432, -1.0651572944689427], [5.498280647821097, -0.0014312531308891142], [0.2301594056107485, -4.710399556108404], [-2.6445556116983995, 0.6741116847767701], [0.11770546521000545, -1.2025125483740897], [-0.4474048460555124, 0.02529333733390922], [0.0042181328952318724, 1.794521108963091], [0.06853951058651865, 0.03890362875452063], [0.3930822623539256, 0.3199203099720597], [-0.08713716994728957, -0.5215220226575144], [-1.515252156026432, 2.070741573782322], [0.6159553050253306, -2.1323833519683895], [0.8402725791559341, -0.16126949357887907], [-1.26379565245968, 2.3280783715243185], [1.1312611611852956, -0.27400761967789133], [-0.2163508727427785, -0.5645100430468151], [-0.2072119865999917, -0.6235741633094909], [-0.2993058713100597, -2.021860298002012], [1.7959556755389399, 0.33292931209238313], [-0.018817204828574626, 0.6012462034279626], [2.687905562078716, 0.5635269884326063], [-1.9701069575217949, 1.3471501908614965], [-0.32282949920449655, -0.37772840107378575], [-2.404397159418401, 2.9374624023094507], [-0.3982785417047026, 1.2676165788417266], [-0.20535900784571004, -0.9859007155745718], [-0.7631099853745107, -0.10796130018438328], [-0.8977490828674796, -3.002345034477707], [2.0371823741107216, -0.1461460925500242], [0.16734662706589534, -0.5541645989134789], [0.2856087969270967, -0.9044746109045123], [1.1581755187636844, -2.2378599251567395], [-1.0413765822495011, -0.46879166722381765], [1.209151526619677, -0.7974523231552293], [-0.5137121187327154, -0.17085454172474887], [1.1051566026796118, -0.7123278907034623], [2.471198445689641, 0.7644520459192271], [-1.472028836941331, -0.334385049577932], [-1.4559550470699003, -0.29142350334926537], [-2.3913978697435834, 0.5202449053674958], [0.17763426537171992, -0.48802769093958775], [-1.6293604304024885, -0.45298366800759643], [-0.8521188275297965, -0.331721315644849], [-1.0660292433901666, -1.7804781620612276], [2.9242911019104607, 1.2852137754064699], [-0.925147632735821, -1.573039347168753], [-1.0334575516500124, -0.05016765798333821], [-0.6088466932090074, -1.690472561071702], [-0.6067197223463912, 0.6035941103464546], [0.9431455921440783, -2.020077990675362], [-1.0594307249812032, -4.747189445562187], [-0.48509536128930636, -0.27377791040721444], [-0.07136557335907676, -1.3397406247603243], [0.9517478085593559, 0.40122780730838], [1.0169648925117452, -0.1801359519832772], [-0.923096717650409, -0.9716328034968015], [-1.1871977957253241, -0.62100414853192], [0.4684700229364803, -0.9687605106028614]]}, \"id\": \"el885982126480\"});\n",
" }(mpld3);\n",
"}else if(typeof define === \"function\" && define.amd){\n",
" // require.js is available: use it to load d3/mpld3\n",
" require.config({paths: {d3: \"https://mpld3.github.io/js/d3.v3.min\"}});\n",
" require([\"d3\"], function(d3){\n",
" window.d3 = d3;\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n",
" \n",
" mpld3.register_plugin(\"callout\", CalloutPlugin);\n",
" CalloutPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
" CalloutPlugin.prototype.constructor = CalloutPlugin;\n",
" CalloutPlugin.prototype.requiredProps = [\"id\"];\n",
" CalloutPlugin.prototype.defaultProps = {labels: null}\n",
" \n",
" var my_icon = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAIAAACQkWg2AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3gUTDC0v7E0+LAAAAB1pVFh0Q29tbWVudAAAAAAAQ3JlYXRlZCB3aXRoIEdJTVBkLmUHAAAAa0lEQVQoz32QQRLAIAwCA///Mz3Y6cSG4EkjoAsk1VgAqspecVP3TTIA6MHTQ6sOHm7Zm4dWHcC4wc3hmVzT7xEbYf66dX/xnEOI7M9KYgie6qvW6ZH0grYOmQGOxzCEQn8C5k5mHAOrbeIBWLlaA3heUtcAAAAASUVORK5CYII=\";\n",
"\n",
" function CalloutPlugin(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" // add a button to enable/disable box zoom\n",
" var SaveButton = mpld3.ButtonFactory({\n",
" buttonID: \"save\",\n",
" sticky: false,\n",
" onActivate: function(){save_callouts(this.props.callouts);}.bind(this),\n",
" icon: function(){return my_icon;},\n",
" });\n",
" this.fig.buttons.push(SaveButton);\n",
" };\n",
"\n",
" function save_callouts(callouts) {\n",
" function callout_py(d) {\n",
" return \"plt.text(\" + d.x + \", \" + d.y + \", '\" + d.s + \"', va='center')\\n\"\n",
" + \"plt.plot([\" + d.x1 + \", \" + d.x2 + \"], [\" + d.y1 + \", \" + d.y2 + \"], 'k-')\\n\"\n",
" }\n",
" prompt(\"Copy code to generate callouts:\", callouts.map(callout_py).join(\"\\n\"));\n",
" }\n",
"\n",
" CalloutPlugin.prototype.draw = function(){\n",
" mpld3.t = this; // for debugging and interactive development\n",
" this.props.callouts = [];\n",
" \n",
" var obj = mpld3.get_element(this.props.id), // the points to callout interactively\n",
" callouts = this.props.callouts, // the list of callouts (initially empty)\n",
" labels = this.props.labels, // the labels, in a local var for easy access\n",
" x_offset = .02 * (obj.ax.x.domain()[1] - obj.ax.x.domain()[0]),\n",
" callout_group = obj.group.append(\"g\");\n",
" \n",
" // add behavior: click-on-marker to add text callout \n",
" obj.elements()\n",
" .on(\"mousedown.callout\", function(d, i){\n",
" callouts.push({x:d[0]+x_offset, y:d[1], // coords for marker\n",
" x1:d[0], y1:d[1], // coords for callout line start\n",
" x2:d[0]+x_offset, y2:d[1], // coords for callout line end\n",
" s:labels[i]});\n",
" redraw_callouts();\n",
" });\n",
"\n",
" // add behavior: drag-to-reposition callout label\n",
" var drag_label = d3.behavior.drag()\n",
" .origin(function(d) { return {x:obj.ax.x(d.x),\n",
" y:obj.ax.y(d.y)}; })\n",
" .on(\"drag\", function(d) {\n",
" del_x = d.x2 - d.x;\n",
" del_y = d.y2 - d.y;\n",
" \n",
" d.x = obj.ax.x.invert(d3.event.x);\n",
" d.y = obj.ax.y.invert(d3.event.y);\n",
" \n",
" d.x2 = d.x + del_x;\n",
" d.y2 = d.y + del_y;\n",
" \n",
" redraw_callouts();\n",
" });\n",
" \n",
" // add behavior: drag-to-reposition callout line\n",
" var drag_line = d3.behavior.drag()\n",
" .origin(function(d) { return {x:obj.ax.x(d.x2),\n",
" y:obj.ax.y(d.y2)}; })\n",
" .on(\"drag\", function(d) {\n",
" d.x2 = obj.ax.x.invert(d3.event.x);\n",
" d.y2 = obj.ax.y.invert(d3.event.y);\n",
" redraw_callouts();\n",
" });\n",
"\n",
" function redraw_callouts() {\n",
" var labels = callout_group.selectAll(\"text\")\n",
" .data(callouts),\n",
" lines = callout_group.selectAll(\"line\")\n",
" .data(callouts);\n",
" \n",
" // add new text elements, if necessary\n",
" labels.enter().append(\"text\")\n",
" .text(function(d) { return d.s; })\n",
" .attr(\"class\", \"mpld3-text\")\n",
" .style(\"font-size\", 11)\n",
" .style(\"text-anchor\", \"start\")\n",
" .style(\"dominant-baseline\", \"central\")\n",
" .style(\"cursor\", \"default\")\n",
" .call(drag_label);\n",
"\n",
" // update text locations, which could have been changed by dragging\n",
" labels\n",
" .attr(\"x\", function(d) { return obj.ax.x(d.x); })\n",
" .attr(\"y\", function(d) { return obj.ax.y(d.y); });\n",
" \n",
" // add new line elements, if necessary\n",
" lines.enter().append(\"line\")\n",
" .style(\"stroke\", \"black\")\n",
" .attr(\"x1\", function(d) { return obj.ax.x(d.x1); })\n",
" .attr(\"y1\", function(d) { return obj.ax.y(d.y1); })\n",
" .style(\"cursor\", \"default\")\n",
" .call(drag_line);\n",
" \n",
" // update line elements, hiding if the get too short\n",
" lines\n",
" .attr(\"x2\", function(d) { return obj.ax.x(d.x2); })\n",
" .attr(\"y2\", function(d) { return obj.ax.y(d.y2); });\n",
" };\n",
" }\n",
" \n",
" mpld3.draw_figure(\"fig_el8859821264808393473790\", {\"axes\": [{\"xlim\": [-6.0, 6.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [-6.0, 6.0], \"ylim\": [-5.0, 3.0], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 7, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [], \"markers\": [{\"edgecolor\": \"#000000\", \"facecolor\": \"none\", \"edgewidth\": 2, \"yindex\": 1, \"coordinates\": \"data\", \"zorder\": 2, \"markerpath\": [[[-3.0, 3.0], [3.0, 3.0], [3.0, -3.0], [-3.0, -3.0]], [\"M\", \"L\", \"L\", \"L\", \"Z\"]], \"alpha\": 1, \"xindex\": 0, \"data\": \"data01\", \"id\": \"el885984807568pts\"}], \"id\": \"el885982125840\", \"ydomain\": [-5.0, 3.0], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 320.0, \"width\": 480.0, \"plugins\": [{\"labels\": [\"V\", \"M\", \"U\", \"I\", \"Q\", \"N\", \"G\", \"T\", \"H\", \"I\", \"N\", \"K\", \"Q\", \"R\", \"O\", \"Q\", \"B\", \"Y\", \"C\", \"K\", \"U\", \"H\", \"X\", \"K\", \"F\", \"P\", \"O\", \"A\", \"M\", \"M\", \"Z\", \"P\", \"H\", \"J\", \"P\", \"O\", \"N\", \"Z\", \"B\", \"W\", \"O\", \"H\", \"G\", \"E\", \"K\", \"K\", \"Q\", \"Z\", \"K\", \"J\", \"Y\", \"A\", \"M\", \"S\", \"F\", \"J\", \"R\", \"G\", \"W\", \"S\", \"V\", \"E\", \"R\", \"I\", \"N\", \"B\", \"Y\", \"I\", \"F\", \"K\", \"U\", \"H\", \"S\", \"X\", \"K\", \"D\", \"P\", \"V\", \"F\", \"K\", \"Y\", \"U\", \"O\", \"N\", \"O\", \"X\", \"Y\", \"Y\", \"H\", \"P\", \"J\", \"A\", \"E\", \"O\", \"K\", \"N\", \"D\", \"T\", \"Z\", \"B\"], \"type\": \"callout\", \"id\": \"el885984807568pts\"}], \"data\": {\"data01\": [[0.06792135602850716, 0.5535517574969734], [0.07071564222697133, -1.0962304397374543], [0.019290950698972624, -0.697397577680517], [0.5570930840449988, 1.1036358550133438], [-0.6655360806287234, 0.9840047892844668], [0.7039800806060816, -0.07011036544587769], [1.4599769294036624, 0.10087584288932681], [-1.1718342739782037, 0.45700967919724544], [0.417172690220592, -0.013984001724256963], [0.33812003755141545, 0.540121738914455], [0.592857307948625, 0.5229315101282587], [0.6880609377182705, -0.1328525189726129], [1.013613608040872, -0.8998713602501379], [-1.6305744957973476, -0.16644216883391913], [-4.9465604781708326, 0.9353331172884595], [-0.7730149031252225, 1.1838127745423013], [-3.708663202974175, -1.3667202773545069], [-0.34660662553680227, -0.14752812552023425], [-0.9927319314711233, 1.546495699690908], [0.8807711080081543, 0.10560023252621568], [0.25404622219963024, -0.7026085732216262], [1.6037454001354035, -0.17089661800604578], [-0.46086858686881527, 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" });\n",
" });\n",
"}else{\n",
" // require.js not available: dynamically load d3 & mpld3\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/d3.v3.min.js\", function(){\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n",
" \n",
" mpld3.register_plugin(\"callout\", CalloutPlugin);\n",
" CalloutPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
" CalloutPlugin.prototype.constructor = CalloutPlugin;\n",
" CalloutPlugin.prototype.requiredProps = [\"id\"];\n",
" CalloutPlugin.prototype.defaultProps = {labels: null}\n",
" \n",
" var my_icon = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAIAAACQkWg2AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3gUTDC0v7E0+LAAAAB1pVFh0Q29tbWVudAAAAAAAQ3JlYXRlZCB3aXRoIEdJTVBkLmUHAAAAa0lEQVQoz32QQRLAIAwCA///Mz3Y6cSG4EkjoAsk1VgAqspecVP3TTIA6MHTQ6sOHm7Zm4dWHcC4wc3hmVzT7xEbYf66dX/xnEOI7M9KYgie6qvW6ZH0grYOmQGOxzCEQn8C5k5mHAOrbeIBWLlaA3heUtcAAAAASUVORK5CYII=\";\n",
"\n",
" function CalloutPlugin(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" // add a button to enable/disable box zoom\n",
" var SaveButton = mpld3.ButtonFactory({\n",
" buttonID: \"save\",\n",
" sticky: false,\n",
" onActivate: function(){save_callouts(this.props.callouts);}.bind(this),\n",
" icon: function(){return my_icon;},\n",
" });\n",
" this.fig.buttons.push(SaveButton);\n",
" };\n",
"\n",
" function save_callouts(callouts) {\n",
" function callout_py(d) {\n",
" return \"plt.text(\" + d.x + \", \" + d.y + \", '\" + d.s + \"', va='center')\\n\"\n",
" + \"plt.plot([\" + d.x1 + \", \" + d.x2 + \"], [\" + d.y1 + \", \" + d.y2 + \"], 'k-')\\n\"\n",
" }\n",
" prompt(\"Copy code to generate callouts:\", callouts.map(callout_py).join(\"\\n\"));\n",
" }\n",
"\n",
" CalloutPlugin.prototype.draw = function(){\n",
" mpld3.t = this; // for debugging and interactive development\n",
" this.props.callouts = [];\n",
" \n",
" var obj = mpld3.get_element(this.props.id), // the points to callout interactively\n",
" callouts = this.props.callouts, // the list of callouts (initially empty)\n",
" labels = this.props.labels, // the labels, in a local var for easy access\n",
" x_offset = .02 * (obj.ax.x.domain()[1] - obj.ax.x.domain()[0]),\n",
" callout_group = obj.group.append(\"g\");\n",
" \n",
" // add behavior: click-on-marker to add text callout \n",
" obj.elements()\n",
" .on(\"mousedown.callout\", function(d, i){\n",
" callouts.push({x:d[0]+x_offset, y:d[1], // coords for marker\n",
" x1:d[0], y1:d[1], // coords for callout line start\n",
" x2:d[0]+x_offset, y2:d[1], // coords for callout line end\n",
" s:labels[i]});\n",
" redraw_callouts();\n",
" });\n",
"\n",
" // add behavior: drag-to-reposition callout label\n",
" var drag_label = d3.behavior.drag()\n",
" .origin(function(d) { return {x:obj.ax.x(d.x),\n",
" y:obj.ax.y(d.y)}; })\n",
" .on(\"drag\", function(d) {\n",
" del_x = d.x2 - d.x;\n",
" del_y = d.y2 - d.y;\n",
" \n",
" d.x = obj.ax.x.invert(d3.event.x);\n",
" d.y = obj.ax.y.invert(d3.event.y);\n",
" \n",
" d.x2 = d.x + del_x;\n",
" d.y2 = d.y + del_y;\n",
" \n",
" redraw_callouts();\n",
" });\n",
" \n",
" // add behavior: drag-to-reposition callout line\n",
" var drag_line = d3.behavior.drag()\n",
" .origin(function(d) { return {x:obj.ax.x(d.x2),\n",
" y:obj.ax.y(d.y2)}; })\n",
" .on(\"drag\", function(d) {\n",
" d.x2 = obj.ax.x.invert(d3.event.x);\n",
" d.y2 = obj.ax.y.invert(d3.event.y);\n",
" redraw_callouts();\n",
" });\n",
"\n",
" function redraw_callouts() {\n",
" var labels = callout_group.selectAll(\"text\")\n",
" .data(callouts),\n",
" lines = callout_group.selectAll(\"line\")\n",
" .data(callouts);\n",
" \n",
" // add new text elements, if necessary\n",
" labels.enter().append(\"text\")\n",
" .text(function(d) { return d.s; })\n",
" .attr(\"class\", \"mpld3-text\")\n",
" .style(\"font-size\", 11)\n",
" .style(\"text-anchor\", \"start\")\n",
" .style(\"dominant-baseline\", \"central\")\n",
" .style(\"cursor\", \"default\")\n",
" .call(drag_label);\n",
"\n",
" // update text locations, which could have been changed by dragging\n",
" labels\n",
" .attr(\"x\", function(d) { return obj.ax.x(d.x); })\n",
" .attr(\"y\", function(d) { return obj.ax.y(d.y); });\n",
" \n",
" // add new line elements, if necessary\n",
" lines.enter().append(\"line\")\n",
" .style(\"stroke\", \"black\")\n",
" .attr(\"x1\", function(d) { return obj.ax.x(d.x1); })\n",
" .attr(\"y1\", function(d) { return obj.ax.y(d.y1); })\n",
" .style(\"cursor\", \"default\")\n",
" .call(drag_line);\n",
" \n",
" // update line elements, hiding if the get too short\n",
" lines\n",
" .attr(\"x2\", function(d) { return obj.ax.x(d.x2); })\n",
" .attr(\"y2\", function(d) { return obj.ax.y(d.y2); });\n",
" };\n",
" }\n",
" \n",
" mpld3.draw_figure(\"fig_el8859821264808393473790\", {\"axes\": [{\"xlim\": [-6.0, 6.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [-6.0, 6.0], \"ylim\": [-5.0, 3.0], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 7, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [], \"markers\": [{\"edgecolor\": \"#000000\", \"facecolor\": \"none\", \"edgewidth\": 2, \"yindex\": 1, \"coordinates\": \"data\", \"zorder\": 2, \"markerpath\": [[[-3.0, 3.0], [3.0, 3.0], [3.0, -3.0], [-3.0, -3.0]], [\"M\", \"L\", \"L\", \"L\", \"Z\"]], \"alpha\": 1, \"xindex\": 0, \"data\": \"data01\", \"id\": \"el885984807568pts\"}], \"id\": \"el885982125840\", \"ydomain\": [-5.0, 3.0], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 320.0, \"width\": 480.0, \"plugins\": [{\"labels\": [\"V\", \"M\", \"U\", \"I\", \"Q\", \"N\", \"G\", \"T\", \"H\", \"I\", \"N\", \"K\", \"Q\", \"R\", \"O\", \"Q\", \"B\", \"Y\", \"C\", \"K\", \"U\", \"H\", \"X\", \"K\", \"F\", \"P\", \"O\", \"A\", \"M\", \"M\", \"Z\", \"P\", \"H\", \"J\", \"P\", \"O\", \"N\", \"Z\", \"B\", \"W\", \"O\", \"H\", \"G\", \"E\", \"K\", \"K\", \"Q\", \"Z\", \"K\", \"J\", \"Y\", \"A\", \"M\", \"S\", \"F\", \"J\", \"R\", \"G\", \"W\", \"S\", \"V\", \"E\", \"R\", \"I\", \"N\", \"B\", \"Y\", \"I\", \"F\", \"K\", \"U\", \"H\", \"S\", \"X\", \"K\", \"D\", \"P\", \"V\", \"F\", \"K\", \"Y\", \"U\", \"O\", \"N\", \"O\", \"X\", \"Y\", \"Y\", \"H\", \"P\", \"J\", \"A\", \"E\", \"O\", \"K\", \"N\", \"D\", \"T\", \"Z\", \"B\"], \"type\": \"callout\", \"id\": \"el885984807568pts\"}], \"data\": 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" })\n",
" });\n",
"}\n",
"</script>"
],
"metadata": {},
"output_type": "display_data",
"png": 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"text": [
"<matplotlib.figure.Figure at 0x4e52690>"
]
}
],
"prompt_number": 8
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"points = plt.plot(xx, yy, linestyle='none', marker='s', mew=2, mec='k', mfc='none')\n",
"plt.text(-4.706560478170832, 0.9353331172884595, 'O', va='center')\n",
"plt.plot([-4.9465604781708326, -4.706560478170832], [0.9353331172884595, 0.9353331172884595], 'k-')\n",
"\n",
"plt.text(-3.4686632029741746, -1.3667202773545069, 'B', va='center')\n",
"plt.plot([-3.708663202974175, -3.4686632029741746], [-1.3667202773545069, -1.3667202773545069], 'k-')\n",
"\n",
"plt.text(-0.8194307249812032, -4.747189445562187, 'E', va='center')\n",
"plt.plot([-1.0594307249812032, -0.8194307249812032], [-4.747189445562187, -4.747189445562187], 'k-')\n",
"\n",
"plt.text(4.383441938143678, -0.3885280273244378, 'E', va='center')\n",
"plt.plot([5.498280647821097, 4.641506454272712], [-0.0014312531308891142, -0.3562699628083088], 'k-')\n",
"\n",
"plt.text(-2.132139094902272, 2.5181075635997727, 'B', va='center')\n",
"plt.plot([-2.404397159418401, -2.132139094902272], [2.9374624023094507, 2.5181075635997727], 'k-')\n",
"\n",
"plt.text(0.7927400507720375, -4.323302781914856, 'K', va='center')\n",
"plt.plot([0.2301594056107485, 0.7927400507720375], [-4.710399556108404, -4.323302781914856], 'k-')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 9,
"text": [
"[<matplotlib.lines.Line2D at 0x4b22050>]"
]
},
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
"</style>\n",
"\n",
"<div id=\"fig_el8859520078887424327825\"></div>\n",
"<script>\n",
"function mpld3_load_lib(url, callback){\n",
" var s = document.createElement('script');\n",
" s.src = url;\n",
" s.async = true;\n",
" s.onreadystatechange = s.onload = callback;\n",
" s.onerror = function(){console.warn(\"failed to load library \" + url);};\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
"}\n",
"\n",
"if(typeof(mpld3) !== \"undefined\" && mpld3._mpld3IsLoaded){\n",
" // already loaded: just create the figure\n",
" !function(mpld3){\n",
" \n",
" mpld3.draw_figure(\"fig_el8859520078887424327825\", {\"axes\": [{\"xlim\": [-6.0, 6.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"O\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-4.706560478170832, 0.9353331172884595], \"rotation\": -0.0, \"id\": \"el885982126992\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"B\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-3.4686632029741746, -1.3667202773545069], \"rotation\": -0.0, \"id\": \"el885982141072\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"E\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.8194307249812032, -4.747189445562187], \"rotation\": -0.0, \"id\": \"el885982153872\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"E\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [4.383441938143678, -0.3885280273244378], \"rotation\": -0.0, \"id\": \"el885982155152\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"B\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-2.132139094902272, 2.5181075635997727], \"rotation\": -0.0, \"id\": \"el885980957392\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"K\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.7927400507720375, -4.323302781914856], \"rotation\": -0.0, \"id\": \"el885978783440\"}], \"zoomable\": true, \"images\": [], \"xdomain\": [-6.0, 6.0], \"ylim\": [-5.0, 3.0], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 7, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [{\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data02\", \"id\": \"el885982177296\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data03\", \"id\": \"el885982139664\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data04\", \"id\": \"el885982156176\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data05\", \"id\": \"el885982156368\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data06\", \"id\": \"el885980954768\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data07\", \"id\": \"el885978782544\"}], \"markers\": [{\"edgecolor\": \"#000000\", \"facecolor\": \"none\", \"edgewidth\": 2, \"yindex\": 1, \"coordinates\": \"data\", \"zorder\": 2, \"markerpath\": [[[-3.0, 3.0], [3.0, 3.0], [3.0, -3.0], [-3.0, -3.0]], [\"M\", \"L\", \"L\", \"L\", \"Z\"]], \"alpha\": 1, \"xindex\": 0, \"data\": \"data01\", \"id\": \"el885982183888pts\"}], \"id\": \"el885984858448\", \"ydomain\": [-5.0, 3.0], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 320.0, \"width\": 480.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}], \"data\": {\"data06\": [[-2.404397159418401, 2.9374624023094507], [-2.132139094902272, 2.5181075635997727]], \"data07\": [[0.2301594056107485, -4.710399556108404], [0.7927400507720375, -4.323302781914856]], \"data04\": [[-1.0594307249812032, -4.747189445562187], [-0.8194307249812032, -4.747189445562187]], \"data05\": [[5.498280647821097, -0.0014312531308891142], [4.641506454272712, -0.3562699628083088]], \"data02\": [[-4.9465604781708326, 0.9353331172884595], [-4.706560478170832, 0.9353331172884595]], \"data03\": [[-3.708663202974175, -1.3667202773545069], [-3.4686632029741746, -1.3667202773545069]], \"data01\": [[0.06792135602850716, 0.5535517574969734], [0.07071564222697133, -1.0962304397374543], 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[0.08788123862515568, -0.46717132784732185], [-0.7244537079789028, 0.8726679319631628], [-0.6842204144967149, -0.3944225071896905], [0.13962026114804865, 1.0981166191771734], [-1.321729240979548, 0.45110692905908334], [1.3964138625370441, -1.144917438681567], [-0.040130868756500425, -1.1362534398270026], [-0.5680103861539066, -0.03605794728452982], [1.5344304550689158, 0.33086737616186396], [1.0649762011439976, 0.02088463814746541], [3.217400421393364, -0.4267853881612133], [1.3260121746151128, -1.0624415054014116], [-0.9493013716630252, 0.36426753086112373], [-0.09543070617234001, 0.596208105759237], [0.9425463210533496, 0.40746637878107256], [0.6821337189393244, 0.18218043253364313], [1.832078071501846, -0.6419517358309926], [-0.8188467860309432, -1.0651572944689427], [5.498280647821097, -0.0014312531308891142], [0.2301594056107485, -4.710399556108404], [-2.6445556116983995, 0.6741116847767701], [0.11770546521000545, -1.2025125483740897], [-0.4474048460555124, 0.02529333733390922], [0.0042181328952318724, 1.794521108963091], [0.06853951058651865, 0.03890362875452063], [0.3930822623539256, 0.3199203099720597], [-0.08713716994728957, -0.5215220226575144], [-1.515252156026432, 2.070741573782322], [0.6159553050253306, -2.1323833519683895], [0.8402725791559341, -0.16126949357887907], [-1.26379565245968, 2.3280783715243185], [1.1312611611852956, -0.27400761967789133], [-0.2163508727427785, -0.5645100430468151], [-0.2072119865999917, -0.6235741633094909], [-0.2993058713100597, -2.021860298002012], [1.7959556755389399, 0.33292931209238313], [-0.018817204828574626, 0.6012462034279626], [2.687905562078716, 0.5635269884326063], [-1.9701069575217949, 1.3471501908614965], [-0.32282949920449655, -0.37772840107378575], [-2.404397159418401, 2.9374624023094507], [-0.3982785417047026, 1.2676165788417266], [-0.20535900784571004, -0.9859007155745718], [-0.7631099853745107, -0.10796130018438328], [-0.8977490828674796, -3.002345034477707], [2.0371823741107216, -0.1461460925500242], [0.16734662706589534, -0.5541645989134789], [0.2856087969270967, -0.9044746109045123], [1.1581755187636844, -2.2378599251567395], [-1.0413765822495011, -0.46879166722381765], [1.209151526619677, -0.7974523231552293], [-0.5137121187327154, -0.17085454172474887], [1.1051566026796118, -0.7123278907034623], [2.471198445689641, 0.7644520459192271], [-1.472028836941331, -0.334385049577932], [-1.4559550470699003, -0.29142350334926537], [-2.3913978697435834, 0.5202449053674958], [0.17763426537171992, -0.48802769093958775], [-1.6293604304024885, -0.45298366800759643], [-0.8521188275297965, -0.331721315644849], [-1.0660292433901666, -1.7804781620612276], [2.9242911019104607, 1.2852137754064699], [-0.925147632735821, -1.573039347168753], [-1.0334575516500124, -0.05016765798333821], [-0.6088466932090074, -1.690472561071702], [-0.6067197223463912, 0.6035941103464546], [0.9431455921440783, -2.020077990675362], [-1.0594307249812032, -4.747189445562187], [-0.48509536128930636, -0.27377791040721444], [-0.07136557335907676, -1.3397406247603243], [0.9517478085593559, 0.40122780730838], [1.0169648925117452, -0.1801359519832772], [-0.923096717650409, -0.9716328034968015], [-1.1871977957253241, -0.62100414853192], [0.4684700229364803, -0.9687605106028614]]}, \"id\": \"el885952007888\"});\n",
" }(mpld3);\n",
"}else if(typeof define === \"function\" && define.amd){\n",
" // require.js is available: use it to load d3/mpld3\n",
" require.config({paths: {d3: \"https://mpld3.github.io/js/d3.v3.min\"}});\n",
" require([\"d3\"], function(d3){\n",
" window.d3 = d3;\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n",
" \n",
" mpld3.draw_figure(\"fig_el8859520078887424327825\", {\"axes\": [{\"xlim\": [-6.0, 6.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"O\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-4.706560478170832, 0.9353331172884595], \"rotation\": -0.0, \"id\": \"el885982126992\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"B\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-3.4686632029741746, -1.3667202773545069], \"rotation\": -0.0, \"id\": \"el885982141072\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"E\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.8194307249812032, -4.747189445562187], \"rotation\": -0.0, \"id\": \"el885982153872\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"E\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [4.383441938143678, -0.3885280273244378], \"rotation\": -0.0, \"id\": \"el885982155152\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"B\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-2.132139094902272, 2.5181075635997727], \"rotation\": -0.0, \"id\": \"el885980957392\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"K\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.7927400507720375, -4.323302781914856], \"rotation\": -0.0, \"id\": \"el885978783440\"}], \"zoomable\": true, \"images\": [], \"xdomain\": [-6.0, 6.0], \"ylim\": [-5.0, 3.0], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 7, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [{\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data02\", \"id\": \"el885982177296\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data03\", \"id\": \"el885982139664\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data04\", \"id\": \"el885982156176\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data05\", \"id\": \"el885982156368\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data06\", \"id\": \"el885980954768\"}, {\"color\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 1.0, \"data\": \"data07\", \"id\": \"el885978782544\"}], \"markers\": [{\"edgecolor\": \"#000000\", \"facecolor\": \"none\", \"edgewidth\": 2, \"yindex\": 1, \"coordinates\": \"data\", \"zorder\": 2, \"markerpath\": [[[-3.0, 3.0], [3.0, 3.0], [3.0, -3.0], [-3.0, -3.0]], [\"M\", \"L\", \"L\", \"L\", \"Z\"]], \"alpha\": 1, \"xindex\": 0, \"data\": \"data01\", \"id\": \"el885982183888pts\"}], \"id\": \"el885984858448\", \"ydomain\": [-5.0, 3.0], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 320.0, \"width\": 480.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}], \"data\": {\"data06\": [[-2.404397159418401, 2.9374624023094507], [-2.132139094902272, 2.5181075635997727]], \"data07\": [[0.2301594056107485, -4.710399556108404], [0.7927400507720375, -4.323302781914856]], \"data04\": [[-1.0594307249812032, -4.747189445562187], [-0.8194307249812032, -4.747189445562187]], \"data05\": [[5.498280647821097, -0.0014312531308891142], [4.641506454272712, -0.3562699628083088]], \"data02\": [[-4.9465604781708326, 0.9353331172884595], [-4.706560478170832, 0.9353331172884595]], \"data03\": [[-3.708663202974175, -1.3667202773545069], [-3.4686632029741746, -1.3667202773545069]], \"data01\": [[0.06792135602850716, 0.5535517574969734], [0.07071564222697133, -1.0962304397374543], [0.019290950698972624, -0.697397577680517], [0.5570930840449988, 1.1036358550133438], [-0.6655360806287234, 0.9840047892844668], [0.7039800806060816, -0.07011036544587769], [1.4599769294036624, 0.10087584288932681], [-1.1718342739782037, 0.45700967919724544], [0.417172690220592, -0.013984001724256963], [0.33812003755141545, 0.540121738914455], [0.592857307948625, 0.5229315101282587], [0.6880609377182705, -0.1328525189726129], [1.013613608040872, -0.8998713602501379], [-1.6305744957973476, -0.16644216883391913], [-4.9465604781708326, 0.9353331172884595], [-0.7730149031252225, 1.1838127745423013], [-3.708663202974175, -1.3667202773545069], [-0.34660662553680227, -0.14752812552023425], [-0.9927319314711233, 1.546495699690908], [0.8807711080081543, 0.10560023252621568], [0.25404622219963024, -0.7026085732216262], [1.6037454001354035, -0.17089661800604578], [-0.46086858686881527, -2.6130132200418568], [-0.20664185006545377, 0.5941445436252722], [3.231890331236752, 0.06873533932464285], [0.08788123862515568, -0.46717132784732185], [-0.7244537079789028, 0.8726679319631628], [-0.6842204144967149, -0.3944225071896905], [0.13962026114804865, 1.0981166191771734], [-1.321729240979548, 0.45110692905908334], [1.3964138625370441, -1.144917438681567], [-0.040130868756500425, -1.1362534398270026], [-0.5680103861539066, -0.03605794728452982], [1.5344304550689158, 0.33086737616186396], [1.0649762011439976, 0.02088463814746541], [3.217400421393364, -0.4267853881612133], [1.3260121746151128, -1.0624415054014116], [-0.9493013716630252, 0.36426753086112373], [-0.09543070617234001, 0.596208105759237], [0.9425463210533496, 0.40746637878107256], [0.6821337189393244, 0.18218043253364313], [1.832078071501846, -0.6419517358309926], [-0.8188467860309432, -1.0651572944689427], [5.498280647821097, -0.0014312531308891142], [0.2301594056107485, -4.710399556108404], [-2.6445556116983995, 0.6741116847767701], [0.11770546521000545, -1.2025125483740897], [-0.4474048460555124, 0.02529333733390922], [0.0042181328952318724, 1.794521108963091], [0.06853951058651865, 0.03890362875452063], [0.3930822623539256, 0.3199203099720597], [-0.08713716994728957, -0.5215220226575144], [-1.515252156026432, 2.070741573782322], [0.6159553050253306, -2.1323833519683895], [0.8402725791559341, -0.16126949357887907], [-1.26379565245968, 2.3280783715243185], [1.1312611611852956, -0.27400761967789133], [-0.2163508727427785, -0.5645100430468151], [-0.2072119865999917, -0.6235741633094909], [-0.2993058713100597, -2.021860298002012], [1.7959556755389399, 0.33292931209238313], [-0.018817204828574626, 0.6012462034279626], [2.687905562078716, 0.5635269884326063], [-1.9701069575217949, 1.3471501908614965], [-0.32282949920449655, -0.37772840107378575], [-2.404397159418401, 2.9374624023094507], [-0.3982785417047026, 1.2676165788417266], [-0.20535900784571004, -0.9859007155745718], [-0.7631099853745107, -0.10796130018438328], [-0.8977490828674796, -3.002345034477707], [2.0371823741107216, -0.1461460925500242], [0.16734662706589534, -0.5541645989134789], [0.2856087969270967, -0.9044746109045123], [1.1581755187636844, -2.2378599251567395], [-1.0413765822495011, -0.46879166722381765], [1.209151526619677, -0.7974523231552293], [-0.5137121187327154, -0.17085454172474887], [1.1051566026796118, -0.7123278907034623], [2.471198445689641, 0.7644520459192271], [-1.472028836941331, -0.334385049577932], [-1.4559550470699003, -0.29142350334926537], [-2.3913978697435834, 0.5202449053674958], [0.17763426537171992, -0.48802769093958775], [-1.6293604304024885, -0.45298366800759643], [-0.8521188275297965, -0.331721315644849], [-1.0660292433901666, -1.7804781620612276], [2.9242911019104607, 1.2852137754064699], [-0.925147632735821, -1.573039347168753], [-1.0334575516500124, -0.05016765798333821], [-0.6088466932090074, -1.690472561071702], [-0.6067197223463912, 0.6035941103464546], [0.9431455921440783, -2.020077990675362], [-1.0594307249812032, -4.747189445562187], [-0.48509536128930636, -0.27377791040721444], [-0.07136557335907676, -1.3397406247603243], [0.9517478085593559, 0.40122780730838], [1.0169648925117452, -0.1801359519832772], [-0.923096717650409, -0.9716328034968015], [-1.1871977957253241, -0.62100414853192], [0.4684700229364803, -0.9687605106028614]]}, \"id\": \"el885952007888\"});\n",
" });\n",
" });\n",
"}else{\n",
" // require.js not available: dynamically load d3 & mpld3\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/d3.v3.min.js\", function(){\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n",
" \n",
" mpld3.draw_figure(\"fig_el8859520078887424327825\", {\"axes\": [{\"xlim\": [-6.0, 6.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"O\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-4.706560478170832, 0.9353331172884595], \"rotation\": -0.0, \"id\": \"el885982126992\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"B\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-3.4686632029741746, -1.3667202773545069], \"rotation\": -0.0, \"id\": \"el885982141072\"}, {\"v_baseline\": \"central\", \"h_anchor\": \"start\", \"color\": \"#000000\", \"text\": \"E\", \"coordinates\": \"data\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.8194307249812032, -4.747189445562187], \"rotation\": -0.0, \"id\": \"el885982153872\"}, 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" });\n",
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"</script>"
],
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"text": [
"<matplotlib.figure.Figure at 0x31993d0>"
]
}
],
"prompt_number": 9
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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