IM_GreedyCELF.html

<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />

<title>IM_GreedyCELF</title>

<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>


<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
div.traceback-wrapper pre.traceback {
  max-height: 600px;
  overflow: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  display: flex;
  flex-direction: row;
  justify-content: space-between;
  padding: 5px;
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
[dir="rtl"] #ipython_notebook {
  margin-right: 10px;
  margin-left: 0;
}
[dir="rtl"] #ipython_notebook.pull-left {
  float: right !important;
  float: right;
}
.flex-spacer {
  flex: 1;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#kernel_logo_widget {
  margin: 0 10px;
}
span#login_widget {
  float: right;
}
[dir="rtl"] span#login_widget {
  float: left;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
.modal-header {
  cursor: move;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
[dir="rtl"] .center-nav form.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] .center-nav .navbar-text {
  float: right;
}
[dir="rtl"] .navbar-inner {
  text-align: right;
}
[dir="rtl"] div.text-left {
  text-align: right;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  position: absolute;
  display: block;
  width: 100%;
  height: 100%;
  overflow: hidden;
  cursor: pointer;
  opacity: 0;
  z-index: 2;
}
.alternate_upload .btn-xs > input.fileinput {
  margin: -1px -5px;
}
.alternate_upload .btn-upload {
  position: relative;
  height: 22px;
}
::-webkit-file-upload-button {
  cursor: pointer;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
ul#tabs {
  margin-bottom: 4px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
[dir="rtl"] ul#tabs.nav-tabs > li {
  float: right;
}
[dir="rtl"] ul#tabs.nav.nav-tabs {
  padding-right: 0;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .list_toolbar .col-sm-4,
[dir="rtl"] .list_toolbar .col-sm-8 {
  float: right;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: text-bottom;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
[dir="rtl"] .list_item > div input {
  margin-right: 0;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_modified {
  margin-right: 7px;
  margin-left: 7px;
}
[dir="rtl"] .item_modified.pull-right {
  float: left !important;
  float: left;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
[dir="rtl"] .item_buttons.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .item_buttons .kernel-name {
  margin-left: 7px;
  float: right;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
.sort_button {
  display: inline-block;
  padding-left: 7px;
}
[dir="rtl"] .sort_button.pull-right {
  float: left !important;
  float: left;
}
#tree-selector {
  padding-right: 0px;
}
#button-select-all {
  min-width: 50px;
}
[dir="rtl"] #button-select-all.btn {
  float: right ;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
  margin-top: 2px;
  height: 16px;
}
[dir="rtl"] #select-all.pull-left {
  float: right !important;
  float: right;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.fa-pull-left {
  margin-right: .3em;
}
.folder_icon:before.fa-pull-right {
  margin-left: .3em;
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.fa-pull-left {
  margin-right: .3em;
}
.file_icon:before.fa-pull-right {
  margin-left: .3em;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
#new-menu .dropdown-header {
  font-size: 10px;
  border-bottom: 1px solid #e5e5e5;
  padding: 0 0 3px;
  margin: -3px 20px 0;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.move-button {
  display: none;
}
.download-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
.CodeMirror-dialog {
  background-color: #fff;
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI escape sequences */
/* The color values are a mix of
   http://www.xcolors.net/dl/baskerville-ivorylight and
   http://www.xcolors.net/dl/euphrasia */
.ansi-black-fg {
  color: #3E424D;
}
.ansi-black-bg {
  background-color: #3E424D;
}
.ansi-black-intense-fg {
  color: #282C36;
}
.ansi-black-intense-bg {
  background-color: #282C36;
}
.ansi-red-fg {
  color: #E75C58;
}
.ansi-red-bg {
  background-color: #E75C58;
}
.ansi-red-intense-fg {
  color: #B22B31;
}
.ansi-red-intense-bg {
  background-color: #B22B31;
}
.ansi-green-fg {
  color: #00A250;
}
.ansi-green-bg {
  background-color: #00A250;
}
.ansi-green-intense-fg {
  color: #007427;
}
.ansi-green-intense-bg {
  background-color: #007427;
}
.ansi-yellow-fg {
  color: #DDB62B;
}
.ansi-yellow-bg {
  background-color: #DDB62B;
}
.ansi-yellow-intense-fg {
  color: #B27D12;
}
.ansi-yellow-intense-bg {
  background-color: #B27D12;
}
.ansi-blue-fg {
  color: #208FFB;
}
.ansi-blue-bg {
  background-color: #208FFB;
}
.ansi-blue-intense-fg {
  color: #0065CA;
}
.ansi-blue-intense-bg {
  background-color: #0065CA;
}
.ansi-magenta-fg {
  color: #D160C4;
}
.ansi-magenta-bg {
  background-color: #D160C4;
}
.ansi-magenta-intense-fg {
  color: #A03196;
}
.ansi-magenta-intense-bg {
  background-color: #A03196;
}
.ansi-cyan-fg {
  color: #60C6C8;
}
.ansi-cyan-bg {
  background-color: #60C6C8;
}
.ansi-cyan-intense-fg {
  color: #258F8F;
}
.ansi-cyan-intense-bg {
  background-color: #258F8F;
}
.ansi-white-fg {
  color: #C5C1B4;
}
.ansi-white-bg {
  background-color: #C5C1B4;
}
.ansi-white-intense-fg {
  color: #A1A6B2;
}
.ansi-white-intense-bg {
  background-color: #A1A6B2;
}
.ansi-default-inverse-fg {
  color: #FFFFFF;
}
.ansi-default-inverse-bg {
  background-color: #000000;
}
.ansi-bold {
  font-weight: bold;
}
.ansi-underline {
  text-decoration: underline;
}
/* The following styles are deprecated an will be removed in a future version */
.ansibold {
  font-weight: bold;
}
.ansi-inverse {
  outline: 0.5px dotted;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  position: relative;
  overflow: visible;
}
div.cell:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: transparent;
}
div.cell.jupyter-soft-selected {
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected,
div.cell.selected.jupyter-soft-selected {
  border-color: #ababab;
}
div.cell.selected:before,
div.cell.selected.jupyter-soft-selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #42A5F5;
}
@media print {
  div.cell.selected,
  div.cell.selected.jupyter-soft-selected {
    border-color: transparent;
  }
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
}
.edit_mode div.cell.selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #66BB6A;
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  /* Note that this should set vertical padding only, since CodeMirror assumes
       that horizontal padding will be set on CodeMirror pre */
  padding: 0.4em 0;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
    use .CodeMirror-lines for vertical */
  padding: 0 0.4em;
  border: 0;
  border-radius: 0;
}
.CodeMirror-cursor {
  border-left: 1.4px solid black;
}
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .CodeMirror-cursor {
    border-left: 2px solid black;
  }
}
@media screen and (min-width: 4320px) {
  .CodeMirror-cursor {
    border-left: 4px solid black;
  }
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>


<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<!---
layout: post
title: Influence Maximization in Python - Greedy vs CELF
tags: 
- Python
- igraph
- Network Analysis
- Influence Maximization
--->

<center> <h1>Influence Maximization in Python - Greedy vs. CELF</h1> </center>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Influence Maximization (IM) is a field of network analysis with a lot of applications - from viral marketing to disease modelling and public health interventions. IM is the task of finding a small subset of nodes in a network such that the resulting "influence" propagating from that subset reaches the largest number of nodes in the network. "Influence" represents anything that can be passed across connected peers within a network, such as information, behavior, disease or product adoption.</p>
<p><a href="https://www.cs.cornell.edu/home/kleinber/kdd03-inf.pdf">Kempe et al. (2003)</a> were the first to formalize IM as the following combinatorial optimization problem: Given a network with $n$ nodes and given a "spreading" or propagation process on that network, choose a "seed set" $S$ of size $k&lt;n$ to maximize the number of nodes in the network that are ultimately influenced.</p>
<p>Solving this problem turns out to be extremely computationally burdensome. For example, in a relatively small network of 1,000 nodes, there are ${n\choose k} \approx 8$ trillion different possible candidates of size $k=5$ seed sets, which is impossible to solve directly even on state-of-the-art high performance computing resources. Consequently, a very active literature over the last 15 years has tried to find approximate solutions to the problem that can be solved quickly. This post walks through how to implement two of the earliest and most fundamental approximation algorithms in Python - the Greedy and the CELF algorithms - and compares their performance.</p>
<p>We begin by loading some packages. There are many popular network modelling packages, but we'll use <a href="http://igraph.org/python/"><code>igraph</code></a> (in the <a href="https://hautahi.com/im_ris">next post</a>, I use a simple <a href="https://pandas.pydata.org/"><code>pandas</code></a> dataframe approach instead and in a <a href="https://hautahi.com/ic_comparison">later post</a>, I compare a range of approaches and packages).</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[2]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Import packages</span>
<span class="o">%</span><span class="k">matplotlib</span> inline
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">from</span> <span class="nn">random</span> <span class="kn">import</span> <span class="n">uniform</span><span class="p">,</span> <span class="n">seed</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">time</span>
<span class="kn">from</span> <span class="nn">igraph</span> <span class="kn">import</span> <span class="o">*</span>
</pre></div>

    </div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Spread-Process---Independent-Cascade">Spread Process - Independent Cascade<a class="anchor-link" href="#Spread-Process---Independent-Cascade">&#182;</a></h2><p>IM algorithms solve the optimization problem for a given spread or propagation process. We therefore first need to specify a function that simulates the spread from a given seed set across the network. We'll simulate the influence spread using the popular "Independent Cascade" model, although there are many others we could have chosen. The <code>IC()</code> function describing the spread process is presented below.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[3]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">IC</span><span class="p">(</span><span class="n">g</span><span class="p">,</span><span class="n">S</span><span class="p">,</span><span class="n">p</span><span class="o">=</span><span class="mf">0.5</span><span class="p">,</span><span class="n">mc</span><span class="o">=</span><span class="mi">1000</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Input:  graph object, set of seed nodes, propagation probability</span>
<span class="sd">            and the number of Monte-Carlo simulations</span>
<span class="sd">    Output: average number of nodes influenced by the seed nodes</span>
<span class="sd">    &quot;&quot;&quot;</span>
    
    <span class="c1"># Loop over the Monte-Carlo Simulations</span>
    <span class="n">spread</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">mc</span><span class="p">):</span>
        
        <span class="c1"># Simulate propagation process      </span>
        <span class="n">new_active</span><span class="p">,</span> <span class="n">A</span> <span class="o">=</span> <span class="n">S</span><span class="p">[:],</span> <span class="n">S</span><span class="p">[:]</span>
        <span class="k">while</span> <span class="n">new_active</span><span class="p">:</span>

            <span class="c1"># For each newly active node, find its neighbors that become activated</span>
            <span class="n">new_ones</span> <span class="o">=</span> <span class="p">[]</span>
            <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">new_active</span><span class="p">:</span>
                
                <span class="c1"># Determine neighbors that become infected</span>
                <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="n">i</span><span class="p">)</span>
                <span class="n">success</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">uniform</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">g</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">node</span><span class="p">,</span><span class="n">mode</span><span class="o">=</span><span class="s2">&quot;out&quot;</span><span class="p">)))</span> <span class="o">&lt;</span> <span class="n">p</span>
                <span class="n">new_ones</span> <span class="o">+=</span> <span class="nb">list</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">extract</span><span class="p">(</span><span class="n">success</span><span class="p">,</span> <span class="n">g</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">node</span><span class="p">,</span><span class="n">mode</span><span class="o">=</span><span class="s2">&quot;out&quot;</span><span class="p">)))</span>

            <span class="n">new_active</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">new_ones</span><span class="p">)</span> <span class="o">-</span> <span class="nb">set</span><span class="p">(</span><span class="n">A</span><span class="p">))</span>
            
            <span class="c1"># Add newly activated nodes to the set of activated nodes</span>
            <span class="n">A</span> <span class="o">+=</span> <span class="n">new_active</span>
            
        <span class="n">spread</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">A</span><span class="p">))</span>
        
    <span class="k">return</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">spread</span><span class="p">))</span>
</pre></div>

    </div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>We calculate the expected spread of a given seed set by taking the average over a large number (<code>mc</code>) of Monte Carlo simulations. The outer loop in the <code>IC()</code> function iterates over each of these simulations and stores each calculated spread in the <code>spread</code> list. The mean of each of these entries, which is a consistent and unbiased estimator for the expected spread of the seed set <code>S</code>, is then returned as the function output.</p>
<p>Within each Monte Carlo iteration, we simulate the spread of influence throughout the network over time, where a different "time period" occurs within each of the <code>while</code> loop iterations, which simply checks whether any new nodes were activated in the previous time step. If no new nodes were activated (when <code>new_active</code> is an empty list and therefore evaluates to <code>False</code>) then the independent cascade process terminates, and the function moves onto the next simulation after storing the total spread, which is simply the number of nodes ultimately activated (some algorithms are framed in terms of the "additional spread" in which case we would subtract the size of the seed set so that the function would be ammended to <code>spread.append(len(A)-len(S))</code>.</p>
<p>The third loop performs the actual propagation process on the graph object <code>g</code>. For each <code>node</code> that was newly activated in the previous time step, we construct a vector array <code>success</code> where each entry indicates whether each of <code>node</code>'s out-neighbors is activated by comparing a uniform random draw with the propagation probability <code>p</code>. (The <code>np.random.seed(i)</code> function is used to ensure consistency of results when comparing the processes below.) Those nodes that are successfully activated (<code>new_ones</code>) are then selected and if some are not already included within the active set <code>A</code> they are added.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Greedy-Algorithm">Greedy Algorithm<a class="anchor-link" href="#Greedy-Algorithm">&#182;</a></h2><p>With our spread function <code>IC()</code> in hand, we can now turn to the IM algorithms themselves. We begin with the <strong>Greedy</strong> algorithm proposed in the seminal <a href="https://www.cs.cornell.edu/home/kleinber/kdd03-inf.pdf">Kempe et al. (2003)</a> paper. This basically finds the node with the biggest spread, adds it to the seed set and then finds the node with the next biggest marginal spread over and above the spread of the original and so on until $k$ seed nodes are found.</p>
<p>This algorithm only needs to calculate the spread of $\sum_{i=0}^k (n-i)\approx kn$ nodes, which is just 5,000 in the case of our 1,000 node and $k=5$ network (a lot less that 8 trillion!). Of course, this computational improvement comes at the cost of the resulting seed set only being an approximate solution to the IM problem because it only considers the incremental spread of the $k$ nodes individually rather than combined. Fortunately, however, the authors show that the algorithm is theoretically guaranteed to choose a seed set whose spread will be at least 63% of the spread of the optimal seed set. No better theoretically proved approximation has been found (and in fact, most of the algorithms proposed in the literature don't have any theoretical guarantees). The proof of the guarantee is in the paper, but it relies heavily on the "submodular" property of spread functions, which is a kind of set function analogue of concavity, and will be explained in more detail below when we look at the CELF algorithm.</p>
<p>The following <code>greedy()</code> function implements the algorithm. It produces the optimal set of <code>k</code> seed nodes for the graph <code>g</code>, and is explained in more detail below.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[4]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">greedy</span><span class="p">(</span><span class="n">g</span><span class="p">,</span><span class="n">k</span><span class="p">,</span><span class="n">p</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span><span class="n">mc</span><span class="o">=</span><span class="mi">1000</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Input:  graph object, number of seed nodes</span>
<span class="sd">    Output: optimal seed set, resulting spread, time for each iteration</span>
<span class="sd">    &quot;&quot;&quot;</span>

    <span class="n">S</span><span class="p">,</span> <span class="n">spread</span><span class="p">,</span> <span class="n">timelapse</span><span class="p">,</span> <span class="n">start_time</span> <span class="o">=</span> <span class="p">[],</span> <span class="p">[],</span> <span class="p">[],</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
    
    <span class="c1"># Find k nodes with largest marginal gain</span>
    <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">k</span><span class="p">):</span>

        <span class="c1"># Loop over nodes that are not yet in seed set to find biggest marginal gain</span>
        <span class="n">best_spread</span> <span class="o">=</span> <span class="mi">0</span>
        <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">set</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="n">g</span><span class="o">.</span><span class="n">vcount</span><span class="p">()))</span><span class="o">-</span><span class="nb">set</span><span class="p">(</span><span class="n">S</span><span class="p">):</span>

            <span class="c1"># Get the spread</span>
            <span class="n">s</span> <span class="o">=</span> <span class="n">IC</span><span class="p">(</span><span class="n">g</span><span class="p">,</span><span class="n">S</span> <span class="o">+</span> <span class="p">[</span><span class="n">j</span><span class="p">],</span><span class="n">p</span><span class="p">,</span><span class="n">mc</span><span class="p">)</span>

            <span class="c1"># Update the winning node and spread so far</span>
            <span class="k">if</span> <span class="n">s</span> <span class="o">&gt;</span> <span class="n">best_spread</span><span class="p">:</span>
                <span class="n">best_spread</span><span class="p">,</span> <span class="n">node</span> <span class="o">=</span> <span class="n">s</span><span class="p">,</span> <span class="n">j</span>

        <span class="c1"># Add the selected node to the seed set</span>
        <span class="n">S</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span>
        
        <span class="c1"># Add estimated spread and elapsed time</span>
        <span class="n">spread</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">best_spread</span><span class="p">)</span>
        <span class="n">timelapse</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start_time</span><span class="p">)</span>

    <span class="k">return</span><span class="p">(</span><span class="n">S</span><span class="p">,</span><span class="n">spread</span><span class="p">,</span><span class="n">timelapse</span><span class="p">)</span>
</pre></div>

    </div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The <code>greedy()</code> function performs the same operation for all $k$ iterations of the outer <code>for</code> loop. Specifically, it calculates the marginal spread for all remaining candidate nodes and then selects the node with the highest spread.</p>
<p>The calculation of the spread for all nodes takes place in the inner <code>for</code> loop that iterates over the nodes in <code>rangelist</code>, which is computed by subtracting the nodes in the current seed set from the full set of nodes <code>g.vcount()</code>. Within each iteration, the marginal spread is computed by calling the <code>IC()</code> function, where the input seed set is equal to the union of <code>S</code> and the current node <code>j</code>. The marginal spread for <code>j</code> is then compared to the largest spread in the loop so far (<code>best_spread</code>) and if it is greater, then that node becomes the current "leader".</p>
<p>The function not only returns the optimal seed set <code>S</code> but also the average spread of that seed set along with a list showing the cumulative time taken to complete each iteration (which we'll compare with CELF below).</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Cost-Effective-Lazy-Forward-(CELF)-Algorithm">Cost Effective Lazy Forward (CELF) Algorithm<a class="anchor-link" href="#Cost-Effective-Lazy-Forward-(CELF)-Algorithm">&#182;</a></h2><p>The <strong>CELF</strong> algorithm was developed by <a href="https://www.cs.cmu.edu/~jure/pubs/detect-kdd07.pdf">Leskovec et al. (2007)</a>. Although the Greedy algorithm is much quicker than solving the full problem, it is still very slow when used on realisticaly sized networks. CELF was one of the first significant subsequent improvements.</p>
<p>CELF exploits the sub-modularity property of the spread function, which implies that the marginal spread of a given node in one iteration of the Greedy algorithm cannot be any larger than its marginal spread in the previous iteration. This helps us to choose the nodes for which we evaluate the spread function in a more sophisticated manner, rather than simply evaluating the spread for all nodes. More specifically, in the first round, we calculate the spread for all nodes (like Greedy) and store them in a list, which is then sorted. Naturally, the top node is added to the seed set in the first iteration, and then removed from the list. In the next iteration, only the spread for the top node is calculated. If, after resorting, that node remains at the top of the list, then it must have the highest marginal gain of all nodes. Why? Because we know that if we calculated the marginal gain for all other nodes, they'd be lower than the value currently in the list (due to submodularity) and therefore the "top node" would remain on top. This process continues, finding the node that remains on top after calculating its marginal spread, and then adding it to the seed set. By avoiding calculating the spread for many nodes, CELF turns out to be much faster than Greedy, which we'll show below.</p>
<p>The <code>celf()</code> function below, which implements the algorithm, is split into two components. The first component, like the Greedy algorithm, iterates over each node in the graph and selects the node with the highest spread into the seed set. However, it also stores the spreads of each node in the sorted list <code>Q</code> for use in the second component.</p>
<p>The second component iterates to find the remaining <code>k-1</code> seed nodes. Within each iteration, the algorithm evaluates the marginal spread of the top node in the list <code>Q</code> and replaces it within the list. If, after resorting, the top node stays in place (<code>Q[0][0] == current</code>) then that node is selected as the next seed node. If not, then the marginal spread of the new top node within <code>Q</code> is evaluated and so on.</p>
<p>Like <code>greedy()</code>, the function returns the optimal seed set, the resulting spread and the time taken to compute each iteration. In addition, it also returns the list <code>LOOKUPS</code>, which keeps track of how many spread calculations were performed at each iteration. We didn't bother doing this for <code>greedy()</code> because we know the number of spread calculations in iteration $i$ is $N-i-1$.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[5]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">celf</span><span class="p">(</span><span class="n">g</span><span class="p">,</span><span class="n">k</span><span class="p">,</span><span class="n">p</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span><span class="n">mc</span><span class="o">=</span><span class="mi">1000</span><span class="p">):</span>  
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Input:  graph object, number of seed nodes</span>
<span class="sd">    Output: optimal seed set, resulting spread, time for each iteration</span>
<span class="sd">    &quot;&quot;&quot;</span>
      
    <span class="c1"># --------------------</span>
    <span class="c1"># Find the first node with greedy algorithm</span>
    <span class="c1"># --------------------</span>
    
    <span class="c1"># Calculate the first iteration sorted list</span>
    <span class="n">start_time</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> 
    <span class="n">marg_gain</span> <span class="o">=</span> <span class="p">[</span><span class="n">IC</span><span class="p">(</span><span class="n">g</span><span class="p">,[</span><span class="n">node</span><span class="p">],</span><span class="n">p</span><span class="p">,</span><span class="n">mc</span><span class="p">)</span> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">g</span><span class="o">.</span><span class="n">vcount</span><span class="p">())]</span>

    <span class="c1"># Create the sorted list of nodes and their marginal gain </span>
    <span class="n">Q</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="n">g</span><span class="o">.</span><span class="n">vcount</span><span class="p">()),</span><span class="n">marg_gain</span><span class="p">),</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="n">reverse</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

    <span class="c1"># Select the first node and remove from candidate list</span>
    <span class="n">S</span><span class="p">,</span> <span class="n">spread</span><span class="p">,</span> <span class="n">SPREAD</span> <span class="o">=</span> <span class="p">[</span><span class="n">Q</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]],</span> <span class="n">Q</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="n">Q</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]]</span>
    <span class="n">Q</span><span class="p">,</span> <span class="n">LOOKUPS</span><span class="p">,</span> <span class="n">timelapse</span> <span class="o">=</span> <span class="n">Q</span><span class="p">[</span><span class="mi">1</span><span class="p">:],</span> <span class="p">[</span><span class="n">g</span><span class="o">.</span><span class="n">vcount</span><span class="p">()],</span> <span class="p">[</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span><span class="o">-</span><span class="n">start_time</span><span class="p">]</span>
    
    <span class="c1"># --------------------</span>
    <span class="c1"># Find the next k-1 nodes using the list-sorting procedure</span>
    <span class="c1"># --------------------</span>
    
    <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">k</span><span class="o">-</span><span class="mi">1</span><span class="p">):</span>    

        <span class="n">check</span><span class="p">,</span> <span class="n">node_lookup</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> <span class="mi">0</span>
        
        <span class="k">while</span> <span class="ow">not</span> <span class="n">check</span><span class="p">:</span>
            
            <span class="c1"># Count the number of times the spread is computed</span>
            <span class="n">node_lookup</span> <span class="o">+=</span> <span class="mi">1</span>
            
            <span class="c1"># Recalculate spread of top node</span>
            <span class="n">current</span> <span class="o">=</span> <span class="n">Q</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
            
            <span class="c1"># Evaluate the spread function and store the marginal gain in the list</span>
            <span class="n">Q</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">current</span><span class="p">,</span><span class="n">IC</span><span class="p">(</span><span class="n">g</span><span class="p">,</span><span class="n">S</span><span class="o">+</span><span class="p">[</span><span class="n">current</span><span class="p">],</span><span class="n">p</span><span class="p">,</span><span class="n">mc</span><span class="p">)</span> <span class="o">-</span> <span class="n">spread</span><span class="p">)</span>

            <span class="c1"># Re-sort the list</span>
            <span class="n">Q</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">Q</span><span class="p">,</span> <span class="n">key</span> <span class="o">=</span> <span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">reverse</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

            <span class="c1"># Check if previous top node stayed on top after the sort</span>
            <span class="n">check</span> <span class="o">=</span> <span class="p">(</span><span class="n">Q</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="n">current</span><span class="p">)</span>

        <span class="c1"># Select the next node</span>
        <span class="n">spread</span> <span class="o">+=</span> <span class="n">Q</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span>
        <span class="n">S</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Q</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
        <span class="n">SPREAD</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">spread</span><span class="p">)</span>
        <span class="n">LOOKUPS</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node_lookup</span><span class="p">)</span>
        <span class="n">timelapse</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start_time</span><span class="p">)</span>

        <span class="c1"># Remove the selected node from the list</span>
        <span class="n">Q</span> <span class="o">=</span> <span class="n">Q</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span>

    <span class="k">return</span><span class="p">(</span><span class="n">S</span><span class="p">,</span><span class="n">SPREAD</span><span class="p">,</span><span class="n">timelapse</span><span class="p">,</span><span class="n">LOOKUPS</span><span class="p">)</span>
</pre></div>

    </div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Example-1:-A-Simple-Test-Run">Example 1: A Simple Test Run<a class="anchor-link" href="#Example-1:-A-Simple-Test-Run">&#182;</a></h2><p>We'll first test these algorithms to see if they can produce the correct solution for a simple example for which we know the two most influential nodes. Below we create a 10-node/20-edge weighted and directed <code>igraph</code> network object. This artifically created network is designed to ensure that nodes <code>0</code> and <code>1</code> are the most influential. We do this bycreating 8 links outgoing from each of these nodes compared to a maximum of one from the other 8 nodes. We also make sure that <code>0</code> and <code>1</code> are not neighbors so that having one in the seed set does not make the other redundant. Plotting the network allows us to gain some visual intuition as to why nodes <code>0</code> and <code>1</code> are the most influential.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[6]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Create simple network with 0 and 1 as the influential nodes</span>
<span class="n">source</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">5</span><span class="p">]</span>
<span class="n">target</span> <span class="o">=</span> <span class="p">[</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span><span class="mi">6</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="mi">8</span><span class="p">,</span><span class="mi">9</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span><span class="mi">6</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="mi">8</span><span class="p">,</span><span class="mi">9</span><span class="p">,</span><span class="mi">6</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="mi">8</span><span class="p">,</span><span class="mi">9</span><span class="p">]</span>

<span class="n">g</span> <span class="o">=</span> <span class="n">Graph</span><span class="p">(</span><span class="n">directed</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">add_vertices</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">10</span><span class="p">))</span>
<span class="n">g</span><span class="o">.</span><span class="n">add_edges</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">source</span><span class="p">,</span><span class="n">target</span><span class="p">))</span>

<span class="c1"># Plot graph</span>
<span class="n">g</span><span class="o">.</span><span class="n">vs</span><span class="p">[</span><span class="s2">&quot;label&quot;</span><span class="p">],</span> <span class="n">g</span><span class="o">.</span><span class="n">es</span><span class="p">[</span><span class="s2">&quot;color&quot;</span><span class="p">],</span> <span class="n">g</span><span class="o">.</span><span class="n">vs</span><span class="p">[</span><span class="s2">&quot;color&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="mi">10</span><span class="p">),</span> <span class="s2">&quot;#B3CDE3&quot;</span><span class="p">,</span> <span class="s2">&quot;#FBB4AE&quot;</span>
<span class="n">plot</span><span class="p">(</span><span class="n">g</span><span class="p">,</span><span class="n">bbox</span> <span class="o">=</span> <span class="p">(</span><span class="mi">200</span><span class="p">,</span><span class="mi">200</span><span class="p">),</span><span class="n">margin</span> <span class="o">=</span> <span class="mi">20</span><span class="p">,</span><span class="n">layout</span> <span class="o">=</span> <span class="n">g</span><span class="o">.</span><span class="n">layout</span><span class="p">(</span><span class="s2">&quot;kk&quot;</span><span class="p">))</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt output_prompt">Out[6]:</div>


<div class="output_svg output_subarea output_execute_result">
<?xml version="1.0" encoding="UTF-8"?>
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="200pt" height="200pt" viewBox="0 0 200 200" version="1.1">
<defs>
<g>
<symbol overflow="visible" id="glyph0-0">
<path style="stroke:none;" d="M 0.453125 0 L 0.453125 -10.042969 L 8.421875 -10.042969 L 8.421875 0 Z M 7.164062 -1.257812 L 7.164062 -8.785156 L 1.710938 -8.785156 L 1.710938 -1.257812 Z M 7.164062 -1.257812 "/>
</symbol>
<symbol overflow="visible" id="glyph0-1">
<path style="stroke:none;" d="M 3.789062 -9.789062 C 5.054688 -9.789062 5.96875 -9.265625 6.535156 -8.222656 C 6.972656 -7.417969 7.191406 -6.3125 7.191406 -4.90625 C 7.191406 -3.578125 6.992188 -2.476562 6.597656 -1.605469 C 6.023438 -0.359375 5.082031 0.265625 3.78125 0.265625 C 2.605469 0.265625 1.730469 -0.242188 1.15625 -1.265625 C 0.675781 -2.117188 0.4375 -3.261719 0.4375 -4.695312 C 0.4375 -5.808594 0.582031 -6.761719 0.867188 -7.5625 C 1.40625 -9.046875 2.378906 -9.789062 3.789062 -9.789062 Z M 3.773438 -0.855469 C 4.410156 -0.855469 4.917969 -1.136719 5.296875 -1.703125 C 5.675781 -2.265625 5.867188 -3.320312 5.867188 -4.859375 C 5.867188 -5.972656 5.726562 -6.886719 5.453125 -7.605469 C 5.179688 -8.324219 4.652344 -8.679688 3.863281 -8.679688 C 3.136719 -8.679688 2.609375 -8.339844 2.273438 -7.660156 C 1.9375 -6.976562 1.769531 -5.976562 1.769531 -4.648438 C 1.769531 -3.648438 1.878906 -2.847656 2.09375 -2.242188 C 2.421875 -1.316406 2.980469 -0.855469 3.773438 -0.855469 Z M 3.773438 -0.855469 "/>
</symbol>
<symbol overflow="visible" id="glyph0-2">
<path style="stroke:none;" d="M 1.339844 -6.929688 L 1.339844 -7.875 C 2.226562 -7.960938 2.847656 -8.105469 3.199219 -8.308594 C 3.550781 -8.511719 3.8125 -8.992188 3.984375 -9.75 L 4.957031 -9.75 L 4.957031 0 L 3.644531 0 L 3.644531 -6.929688 Z M 1.339844 -6.929688 "/>
</symbol>
<symbol overflow="visible" id="glyph0-3">
<path style="stroke:none;" d="M 0.4375 0 C 0.484375 -0.84375 0.65625 -1.578125 0.960938 -2.203125 C 1.265625 -2.828125 1.855469 -3.394531 2.734375 -3.902344 L 4.046875 -4.664062 C 4.632812 -5.003906 5.046875 -5.296875 5.285156 -5.539062 C 5.65625 -5.914062 5.84375 -6.347656 5.84375 -6.835938 C 5.84375 -7.40625 5.671875 -7.859375 5.332031 -8.191406 C 4.992188 -8.527344 4.535156 -8.695312 3.964844 -8.695312 C 3.121094 -8.695312 2.539062 -8.375 2.214844 -7.738281 C 2.042969 -7.398438 1.945312 -6.921875 1.929688 -6.316406 L 0.675781 -6.316406 C 0.691406 -7.167969 0.847656 -7.863281 1.148438 -8.402344 C 1.679688 -9.351562 2.621094 -9.824219 3.972656 -9.824219 C 5.09375 -9.824219 5.910156 -9.519531 6.429688 -8.914062 C 6.945312 -8.308594 7.203125 -7.632812 7.203125 -6.890625 C 7.203125 -6.105469 6.929688 -5.4375 6.378906 -4.882812 C 6.058594 -4.558594 5.488281 -4.164062 4.664062 -3.703125 L 3.726562 -3.1875 C 3.28125 -2.941406 2.929688 -2.703125 2.671875 -2.480469 C 2.21875 -2.085938 1.929688 -1.644531 1.8125 -1.164062 L 7.15625 -1.164062 L 7.15625 0 Z M 0.4375 0 "/>
</symbol>
<symbol overflow="visible" id="glyph0-4">
<path style="stroke:none;" d="M 3.636719 0.265625 C 2.480469 0.265625 1.640625 -0.0507812 1.117188 -0.6875 C 0.59375 -1.324219 0.335938 -2.097656 0.335938 -3.007812 L 1.621094 -3.007812 C 1.675781 -2.375 1.792969 -1.914062 1.976562 -1.625 C 2.296875 -1.109375 2.871094 -0.855469 3.703125 -0.855469 C 4.351562 -0.855469 4.871094 -1.027344 5.265625 -1.375 C 5.65625 -1.71875 5.851562 -2.167969 5.851562 -2.714844 C 5.851562 -3.390625 5.644531 -3.859375 5.234375 -4.128906 C 4.820312 -4.398438 4.246094 -4.53125 3.515625 -4.53125 C 3.433594 -4.53125 3.347656 -4.53125 3.265625 -4.527344 C 3.179688 -4.527344 3.09375 -4.523438 3.007812 -4.519531 L 3.007812 -5.605469 C 3.136719 -5.59375 3.242188 -5.582031 3.328125 -5.578125 C 3.414062 -5.574219 3.507812 -5.570312 3.609375 -5.570312 C 4.070312 -5.570312 4.449219 -5.644531 4.742188 -5.789062 C 5.261719 -6.046875 5.523438 -6.5 5.523438 -7.15625 C 5.523438 -7.644531 5.351562 -8.019531 5.003906 -8.285156 C 4.65625 -8.550781 4.253906 -8.679688 3.792969 -8.679688 C 2.972656 -8.679688 2.40625 -8.40625 2.09375 -7.859375 C 1.917969 -7.558594 1.820312 -7.132812 1.796875 -6.578125 L 0.582031 -6.578125 C 0.582031 -7.304688 0.726562 -7.925781 1.019531 -8.4375 C 1.519531 -9.347656 2.402344 -9.804688 3.664062 -9.804688 C 4.664062 -9.804688 5.433594 -9.582031 5.980469 -9.136719 C 6.527344 -8.691406 6.800781 -8.046875 6.800781 -7.203125 C 6.800781 -6.601562 6.640625 -6.117188 6.316406 -5.742188 C 6.117188 -5.507812 5.855469 -5.328125 5.539062 -5.195312 C 6.054688 -5.054688 6.453125 -4.78125 6.742188 -4.378906 C 7.03125 -3.976562 7.179688 -3.480469 7.179688 -2.898438 C 7.179688 -1.964844 6.871094 -1.203125 6.253906 -0.617188 C 5.640625 -0.0273438 4.765625 0.265625 3.636719 0.265625 Z M 3.636719 0.265625 "/>
</symbol>
<symbol overflow="visible" id="glyph0-5">
<path style="stroke:none;" d="M 4.628906 -3.464844 L 4.628906 -7.902344 L 1.492188 -3.464844 Z M 4.648438 0 L 4.648438 -2.390625 L 0.355469 -2.390625 L 0.355469 -3.59375 L 4.839844 -9.816406 L 5.878906 -9.816406 L 5.878906 -3.464844 L 7.320312 -3.464844 L 7.320312 -2.390625 L 5.878906 -2.390625 L 5.878906 0 Z M 4.648438 0 "/>
</symbol>
<symbol overflow="visible" id="glyph0-6">
<path style="stroke:none;" d="M 1.730469 -2.496094 C 1.8125 -1.792969 2.136719 -1.308594 2.707031 -1.039062 C 3 -0.902344 3.335938 -0.835938 3.71875 -0.835938 C 4.449219 -0.835938 4.988281 -1.066406 5.339844 -1.53125 C 5.691406 -1.996094 5.867188 -2.511719 5.867188 -3.078125 C 5.867188 -3.761719 5.65625 -4.289062 5.238281 -4.664062 C 4.820312 -5.035156 4.324219 -5.222656 3.738281 -5.222656 C 3.316406 -5.222656 2.953125 -5.140625 2.648438 -4.976562 C 2.34375 -4.8125 2.085938 -4.585938 1.875 -4.292969 L 0.804688 -4.355469 L 1.550781 -9.625 L 6.636719 -9.625 L 6.636719 -8.4375 L 2.476562 -8.4375 L 2.058594 -5.714844 C 2.285156 -5.886719 2.5 -6.019531 2.707031 -6.105469 C 3.070312 -6.253906 3.492188 -6.328125 3.972656 -6.328125 C 4.871094 -6.328125 5.628906 -6.039062 6.253906 -5.460938 C 6.878906 -4.882812 7.191406 -4.148438 7.191406 -3.261719 C 7.191406 -2.335938 6.90625 -1.519531 6.332031 -0.8125 C 5.761719 -0.105469 4.847656 0.246094 3.59375 0.246094 C 2.796875 0.246094 2.09375 0.0234375 1.480469 -0.425781 C 0.867188 -0.875 0.523438 -1.566406 0.453125 -2.496094 Z M 1.730469 -2.496094 "/>
</symbol>
<symbol overflow="visible" id="glyph0-7">
<path style="stroke:none;" d="M 4.09375 -9.828125 C 5.1875 -9.828125 5.949219 -9.546875 6.382812 -8.980469 C 6.8125 -8.414062 7.027344 -7.828125 7.027344 -7.226562 L 5.8125 -7.226562 C 5.738281 -7.613281 5.621094 -7.914062 5.460938 -8.132812 C 5.164062 -8.542969 4.71875 -8.75 4.117188 -8.75 C 3.429688 -8.75 2.878906 -8.433594 2.476562 -7.796875 C 2.070312 -7.160156 1.84375 -6.25 1.796875 -5.066406 C 2.078125 -5.480469 2.4375 -5.789062 2.863281 -5.996094 C 3.257812 -6.179688 3.695312 -6.269531 4.175781 -6.269531 C 4.996094 -6.269531 5.710938 -6.007812 6.324219 -5.484375 C 6.933594 -4.960938 7.238281 -4.175781 7.238281 -3.136719 C 7.238281 -2.25 6.949219 -1.460938 6.371094 -0.777344 C 5.792969 -0.0898438 4.96875 0.253906 3.898438 0.253906 C 2.980469 0.253906 2.191406 -0.09375 1.523438 -0.789062 C 0.859375 -1.484375 0.527344 -2.65625 0.527344 -4.300781 C 0.527344 -5.515625 0.675781 -6.546875 0.96875 -7.398438 C 1.539062 -9.019531 2.582031 -9.828125 4.09375 -9.828125 Z M 4.007812 -0.839844 C 4.652344 -0.839844 5.136719 -1.058594 5.457031 -1.492188 C 5.78125 -1.929688 5.941406 -2.441406 5.941406 -3.035156 C 5.941406 -3.535156 5.796875 -4.015625 5.507812 -4.46875 C 5.222656 -4.921875 4.699219 -5.148438 3.945312 -5.148438 C 3.414062 -5.148438 2.953125 -4.972656 2.554688 -4.621094 C 2.15625 -4.269531 1.953125 -3.742188 1.953125 -3.035156 C 1.953125 -2.414062 2.136719 -1.894531 2.5 -1.472656 C 2.859375 -1.050781 3.363281 -0.839844 4.007812 -0.839844 Z M 4.007812 -0.839844 "/>
</symbol>
<symbol overflow="visible" id="glyph0-8">
<path style="stroke:none;" d="M 7.320312 -9.625 L 7.320312 -8.550781 C 7.007812 -8.246094 6.589844 -7.714844 6.066406 -6.960938 C 5.546875 -6.203125 5.082031 -5.386719 4.683594 -4.511719 C 4.285156 -3.660156 3.984375 -2.882812 3.78125 -2.179688 C 3.648438 -1.730469 3.476562 -1.003906 3.265625 0 L 1.90625 0 C 2.21875 -1.867188 2.902344 -3.726562 3.957031 -5.578125 C 4.582031 -6.664062 5.238281 -7.597656 5.925781 -8.386719 L 0.511719 -8.386719 L 0.511719 -9.625 Z M 7.320312 -9.625 "/>
</symbol>
<symbol overflow="visible" id="glyph0-9">
<path style="stroke:none;" d="M 3.808594 -5.6875 C 4.351562 -5.6875 4.773438 -5.839844 5.078125 -6.140625 C 5.382812 -6.445312 5.539062 -6.804688 5.539062 -7.226562 C 5.539062 -7.589844 5.390625 -7.925781 5.101562 -8.230469 C 4.808594 -8.535156 4.363281 -8.6875 3.765625 -8.6875 C 3.171875 -8.6875 2.746094 -8.535156 2.480469 -8.230469 C 2.21875 -7.925781 2.085938 -7.566406 2.085938 -7.15625 C 2.085938 -6.695312 2.257812 -6.335938 2.597656 -6.078125 C 2.9375 -5.816406 3.34375 -5.6875 3.808594 -5.6875 Z M 3.882812 -0.839844 C 4.453125 -0.839844 4.925781 -0.996094 5.300781 -1.300781 C 5.675781 -1.609375 5.867188 -2.070312 5.867188 -2.679688 C 5.867188 -3.3125 5.671875 -3.792969 5.285156 -4.121094 C 4.898438 -4.449219 4.398438 -4.613281 3.792969 -4.613281 C 3.207031 -4.613281 2.726562 -4.445312 2.355469 -4.113281 C 1.984375 -3.777344 1.796875 -3.3125 1.796875 -2.71875 C 1.796875 -2.210938 1.96875 -1.769531 2.308594 -1.398438 C 2.648438 -1.027344 3.171875 -0.839844 3.882812 -0.839844 Z M 2.132812 -5.214844 C 1.789062 -5.359375 1.523438 -5.53125 1.332031 -5.726562 C 0.972656 -6.09375 0.792969 -6.566406 0.792969 -7.148438 C 0.792969 -7.878906 1.058594 -8.507812 1.585938 -9.03125 C 2.113281 -9.554688 2.863281 -9.816406 3.835938 -9.816406 C 4.773438 -9.816406 5.507812 -9.570312 6.042969 -9.074219 C 6.578125 -8.578125 6.84375 -8.003906 6.84375 -7.34375 C 6.84375 -6.730469 6.6875 -6.238281 6.378906 -5.859375 C 6.203125 -5.644531 5.9375 -5.433594 5.570312 -5.230469 C 5.976562 -5.042969 6.296875 -4.828125 6.527344 -4.585938 C 6.960938 -4.132812 7.179688 -3.539062 7.179688 -2.808594 C 7.179688 -1.949219 6.886719 -1.21875 6.308594 -0.617188 C 5.730469 -0.0195312 4.914062 0.28125 3.855469 0.28125 C 2.902344 0.28125 2.097656 0.0234375 1.4375 -0.496094 C 0.78125 -1.011719 0.453125 -1.765625 0.453125 -2.75 C 0.453125 -3.328125 0.59375 -3.828125 0.875 -4.25 C 1.15625 -4.671875 1.578125 -4.992188 2.132812 -5.214844 Z M 2.132812 -5.214844 "/>
</symbol>
<symbol overflow="visible" id="glyph0-10">
<path style="stroke:none;" d="M 1.859375 -2.367188 C 1.894531 -1.6875 2.15625 -1.21875 2.644531 -0.957031 C 2.894531 -0.820312 3.179688 -0.75 3.492188 -0.75 C 4.082031 -0.75 4.582031 -0.996094 4.996094 -1.488281 C 5.410156 -1.976562 5.707031 -2.972656 5.878906 -4.46875 C 5.605469 -4.039062 5.265625 -3.734375 4.863281 -3.558594 C 4.460938 -3.382812 4.027344 -3.296875 3.5625 -3.296875 C 2.617188 -3.296875 1.871094 -3.589844 1.324219 -4.175781 C 0.773438 -4.765625 0.5 -5.519531 0.5 -6.445312 C 0.5 -7.335938 0.769531 -8.117188 1.3125 -8.789062 C 1.855469 -9.464844 2.65625 -9.804688 3.710938 -9.804688 C 5.136719 -9.804688 6.121094 -9.160156 6.664062 -7.875 C 6.964844 -7.167969 7.117188 -6.285156 7.117188 -5.222656 C 7.117188 -4.023438 6.9375 -2.960938 6.578125 -2.039062 C 5.980469 -0.496094 4.96875 0.273438 3.539062 0.273438 C 2.582031 0.273438 1.855469 0.0234375 1.359375 -0.476562 C 0.863281 -0.980469 0.617188 -1.609375 0.617188 -2.367188 Z M 3.726562 -4.375 C 4.214844 -4.375 4.660156 -4.535156 5.0625 -4.855469 C 5.464844 -5.179688 5.667969 -5.738281 5.667969 -6.542969 C 5.667969 -7.261719 5.484375 -7.796875 5.125 -8.152344 C 4.761719 -8.503906 4.300781 -8.679688 3.738281 -8.679688 C 3.136719 -8.679688 2.660156 -8.480469 2.308594 -8.078125 C 1.953125 -7.671875 1.777344 -7.132812 1.777344 -6.460938 C 1.777344 -5.820312 1.933594 -5.316406 2.242188 -4.9375 C 2.550781 -4.5625 3.046875 -4.375 3.726562 -4.375 Z M 3.726562 -4.375 "/>
</symbol>
</g>
</defs>
<g id="surface2">
<rect x="0" y="0" width="200" height="200" style="fill:rgb(100%,100%,100%);fill-opacity:1;stroke:none;"/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 105.785156 95.695312 L 147.34375 69.574219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 159.421875 61.984375 L 149.808594 73.5 L 144.875 65.648438 L 159.421875 61.984375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 105.785156 95.695312 L 44.214844 91.683594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 29.980469 90.757812 L 44.515625 87.058594 L 43.914062 96.308594 L 29.980469 90.757812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 105.785156 95.695312 L 107.960938 44.246094 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 108.5625 29.992188 L 112.59375 44.441406 L 103.328125 44.046875 L 108.5625 29.992188 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 105.785156 95.695312 L 132.238281 146.066406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 138.871094 158.695312 L 128.132812 148.21875 L 136.34375 143.910156 L 138.871094 158.695312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 105.785156 95.695312 L 156.15625 105.210938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 170.171875 107.859375 L 155.296875 109.765625 L 157.015625 100.65625 L 170.171875 107.859375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 105.785156 95.695312 L 52.320312 130.148438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 40.328125 137.878906 L 49.808594 126.253906 L 54.832031 134.046875 L 40.328125 137.878906 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 105.785156 95.695312 L 71.238281 51.757812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 62.421875 40.542969 L 74.882812 48.894531 L 67.597656 54.625 L 62.421875 40.542969 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 105.785156 95.695312 L 95.0625 156.109375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 92.566406 170.152344 L 90.496094 155.296875 L 99.625 156.917969 L 92.566406 170.152344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.929688 104.328125 L 147.492188 69.808594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 159.484375 62.078125 L 150.003906 73.703125 L 144.980469 65.910156 L 159.484375 62.078125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.929688 104.328125 L 43.828125 94.691406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 29.820312 91.996094 L 44.703125 90.136719 L 42.953125 99.242188 L 29.820312 91.996094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.929688 104.328125 L 104.722656 43.886719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 107.230469 29.84375 L 109.285156 44.703125 L 100.160156 43.074219 L 107.230469 29.84375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.929688 104.328125 L 128.542969 148.457031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 137.347656 159.679688 L 124.898438 151.316406 L 132.191406 145.59375 L 137.347656 159.679688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.929688 104.328125 L 155.78125 108.199219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 170.019531 109.089844 L 155.492188 112.824219 L 156.070312 103.574219 L 170.019531 109.089844 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.929688 104.328125 L 52.46875 130.382812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 40.390625 137.972656 L 50.003906 126.457031 L 54.933594 134.308594 L 40.390625 137.972656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.929688 104.328125 L 67.539062 54.160156 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 60.898438 41.53125 L 71.640625 52 L 63.4375 56.316406 L 60.898438 41.53125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.929688 104.328125 L 91.816406 155.753906 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 91.230469 170.007812 L 87.183594 155.5625 L 96.449219 155.945312 L 91.230469 170.007812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 167.886719 56.660156 L 174.597656 86.054688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 177.773438 99.964844 L 170.078125 87.089844 L 179.117188 85.023438 L 177.773438 99.964844 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 20 90.105469 L 26.613281 119.617188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 29.734375 133.535156 L 22.09375 120.628906 L 31.136719 118.601562 L 29.734375 133.535156 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 108.988281 20 L 79.835938 27.007812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 65.964844 30.34375 L 78.753906 22.503906 L 80.917969 31.515625 L 65.964844 30.34375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 143.519531 167.546875 L 114.433594 174.421875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 100.550781 177.699219 L 113.371094 169.910156 L 115.5 178.929688 L 100.550781 177.699219 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 115.785156 95.695312 C 115.785156 101.21875 111.304688 105.695312 105.785156 105.695312 C 100.261719 105.695312 95.785156 101.21875 95.785156 95.695312 C 95.785156 90.171875 100.261719 85.695312 105.785156 85.695312 C 111.304688 85.695312 115.785156 90.171875 115.785156 95.695312 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 103.929688 104.328125 C 103.929688 109.851562 99.453125 114.328125 93.929688 114.328125 C 88.40625 114.328125 83.929688 109.851562 83.929688 104.328125 C 83.929688 98.804688 88.40625 94.328125 93.929688 94.328125 C 99.453125 94.328125 103.929688 98.804688 103.929688 104.328125 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 177.886719 56.660156 C 177.886719 62.183594 173.410156 66.660156 167.886719 66.660156 C 162.367188 66.660156 157.886719 62.183594 157.886719 56.660156 C 157.886719 51.140625 162.367188 46.660156 167.886719 46.660156 C 173.410156 46.660156 177.886719 51.140625 177.886719 56.660156 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 30 90.105469 C 30 95.628906 25.523438 100.105469 20 100.105469 C 14.476562 100.105469 10 95.628906 10 90.105469 C 10 84.582031 14.476562 80.105469 20 80.105469 C 25.523438 80.105469 30 84.582031 30 90.105469 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 118.988281 20 C 118.988281 25.523438 114.511719 30 108.988281 30 C 103.464844 30 98.988281 25.523438 98.988281 20 C 98.988281 14.476562 103.464844 10 108.988281 10 C 114.511719 10 118.988281 14.476562 118.988281 20 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 153.519531 167.546875 C 153.519531 173.070312 149.042969 177.546875 143.519531 177.546875 C 138 177.546875 133.519531 173.070312 133.519531 167.546875 C 133.519531 162.027344 138 157.546875 143.519531 157.546875 C 149.042969 157.546875 153.519531 162.027344 153.519531 167.546875 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 190 109.714844 C 190 115.238281 185.523438 119.714844 180 119.714844 C 174.476562 119.714844 170 115.238281 170 109.714844 C 170 104.191406 174.476562 99.714844 180 99.714844 C 185.523438 99.714844 190 104.191406 190 109.714844 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 41.921875 143.292969 C 41.921875 148.816406 37.445312 153.292969 31.921875 153.292969 C 26.398438 153.292969 21.921875 148.816406 21.921875 143.292969 C 21.921875 137.773438 26.398438 133.292969 31.921875 133.292969 C 37.445312 133.292969 41.921875 137.773438 41.921875 143.292969 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 66.242188 32.683594 C 66.242188 38.207031 61.765625 42.683594 56.242188 42.683594 C 50.71875 42.683594 46.242188 38.207031 46.242188 32.683594 C 46.242188 27.160156 50.71875 22.683594 56.242188 22.683594 C 61.765625 22.683594 66.242188 27.160156 66.242188 32.683594 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 100.820312 180 C 100.820312 185.523438 96.34375 190 90.820312 190 C 85.296875 190 80.820312 185.523438 80.820312 180 C 80.820312 174.476562 85.296875 170 90.820312 170 C 96.34375 170 100.820312 174.476562 100.820312 180 "/>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-1" x="101.96875" y="102.199219"/>
</g>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-2" x="90.78125" y="110.8125"/>
</g>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-3" x="164.066406" y="63.183594"/>
</g>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-4" x="16.242188" y="96.617188"/>
</g>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-5" x="105.148438" y="26.519531"/>
</g>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-6" x="139.699219" y="173.972656"/>
</g>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-7" x="176.117188" y="116.238281"/>
</g>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-8" x="28.003906" y="149.71875"/>
</g>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-9" x="52.429688" y="39.199219"/>
</g>
<g style="fill:rgb(0%,0%,0%);fill-opacity:1;">
  <use xlink:href="#glyph0-10" x="87.011719" y="186.511719"/>
</g>
</g>
</svg>

</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>With this graph in hand we can now run each of the algorithms, which both manage to correctly identify nodes 0 and 1 as the influencers. This gives us some confidence that our code is working correctly.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[7]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Run algorithms</span>
<span class="n">celf_output</span>   <span class="o">=</span> <span class="n">celf</span><span class="p">(</span><span class="n">g</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="n">p</span> <span class="o">=</span> <span class="mf">0.2</span><span class="p">,</span><span class="n">mc</span> <span class="o">=</span> <span class="mi">1000</span><span class="p">)</span>
<span class="n">greedy_output</span> <span class="o">=</span> <span class="n">greedy</span><span class="p">(</span><span class="n">g</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="n">p</span> <span class="o">=</span> <span class="mf">0.2</span><span class="p">,</span><span class="n">mc</span> <span class="o">=</span> <span class="mi">1000</span><span class="p">)</span>

<span class="c1"># Print results</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;celf output:   &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">celf_output</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;greedy output: &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">greedy_output</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>celf output:   [0, 1]
greedy output: [0, 1]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Example-2:-Larger-Network">Example 2: Larger Network<a class="anchor-link" href="#Example-2:-Larger-Network">&#182;</a></h2><p>Now that we know that both alorithms at least work correctly for a simple network for which we know the answer, we move to a more generic graph to compare the performance and efficiency of each method. Any <code>igraph</code> network object will work, but for the purposes of this post we will use a random Erdos-Renyi graph with 100 nodes and 300 edges. The exact type of graph doesn't matter as the main points hold for any graph. Rather than explicitly defining the nodes and edges like we did above, here we make use of the <code>.Erdos_Renyi()</code> method to automatically create the graph. Plotting the network shows that we're now dealing with a larger more complicated network where the identity of the most influential nodes is no longer obvious.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[8]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Generate Graph</span>
<span class="n">G</span> <span class="o">=</span> <span class="n">Graph</span><span class="o">.</span><span class="n">Erdos_Renyi</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span><span class="n">m</span><span class="o">=</span><span class="mi">300</span><span class="p">,</span><span class="n">directed</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="c1"># Plot Graph</span>
<span class="n">G</span><span class="o">.</span><span class="n">es</span><span class="p">[</span><span class="s2">&quot;color&quot;</span><span class="p">],</span> <span class="n">G</span><span class="o">.</span><span class="n">vs</span><span class="p">[</span><span class="s2">&quot;color&quot;</span><span class="p">],</span> <span class="n">G</span><span class="o">.</span><span class="n">vs</span><span class="p">[</span><span class="s2">&quot;label&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;#B3CDE3&quot;</span><span class="p">,</span> <span class="s2">&quot;#FBB4AE&quot;</span><span class="p">,</span> <span class="s2">&quot;&quot;</span>
<span class="n">plot</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">bbox</span> <span class="o">=</span> <span class="p">(</span><span class="mi">300</span><span class="p">,</span> <span class="mi">300</span><span class="p">),</span><span class="n">margin</span> <span class="o">=</span> <span class="mi">11</span><span class="p">,</span><span class="n">layout</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="n">layout</span><span class="p">(</span><span class="s2">&quot;kk&quot;</span><span class="p">))</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt output_prompt">Out[8]:</div>


<div class="output_svg output_subarea output_execute_result">
<?xml version="1.0" encoding="UTF-8"?>
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="300pt" height="300pt" viewBox="0 0 300 300" version="1.1">
<g id="surface8">
<rect x="0" y="0" width="300" height="300" style="fill:rgb(100%,100%,100%);fill-opacity:1;stroke:none;"/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 103.808594 51.457031 C 106.953125 71.796875 119.085938 87.640625 139.136719 85.984375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 153.355469 84.808594 L 139.519531 90.601562 L 138.753906 81.363281 L 153.355469 84.808594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 103.808594 51.457031 L 104.101562 52.414062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 108.253906 66.0625 L 99.667969 53.765625 L 108.535156 51.066406 L 108.253906 66.0625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 103.808594 51.457031 L 114.253906 32.304688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 121.085938 19.777344 L 118.324219 34.523438 L 110.183594 30.085938 L 121.085938 19.777344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 103.808594 51.457031 L 110.039062 128.144531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 111.195312 142.363281 L 105.421875 128.519531 L 114.660156 127.769531 L 111.195312 142.363281 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 159.351562 229.511719 L 102.835938 201.25 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 90.074219 194.871094 L 104.90625 197.105469 L 100.761719 205.398438 L 90.074219 194.871094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 159.351562 229.511719 L 156.296875 203.398438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 154.640625 189.230469 L 160.902344 202.859375 L 151.695312 203.9375 L 154.640625 189.230469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 159.351562 229.511719 L 180.738281 220.742188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 193.9375 215.328125 L 182.496094 225.03125 L 178.980469 216.453125 L 193.9375 215.328125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 159.351562 229.511719 L 175.789062 235.234375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 189.261719 239.925781 L 174.265625 239.613281 L 177.316406 230.855469 L 189.261719 239.925781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 159.351562 229.511719 L 157.046875 264.785156 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 156.113281 279.019531 L 152.421875 264.484375 L 161.671875 265.089844 L 156.113281 279.019531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 189.808594 106.816406 L 193.585938 84.515625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 195.964844 70.449219 L 198.15625 85.289062 L 189.015625 83.742188 L 195.964844 70.449219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 238.507812 210.222656 L 236.207031 205.234375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 230.234375 192.28125 L 240.417969 203.292969 L 232 207.175781 L 230.234375 192.28125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 238.507812 210.222656 L 248.039062 175.210938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 251.785156 161.445312 L 252.511719 176.429688 L 243.566406 173.992188 L 251.785156 161.445312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 238.507812 210.222656 L 185.847656 192.566406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 172.320312 188.027344 L 187.320312 188.167969 L 184.371094 196.960938 L 172.320312 188.027344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 76.472656 120.503906 L 34.132812 107.09375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 20.53125 102.785156 L 35.53125 102.675781 L 32.734375 111.511719 L 20.53125 102.785156 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 76.472656 120.503906 L 98.4375 169.648438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 104.257812 182.671875 L 94.207031 171.539062 L 102.671875 167.757812 L 104.257812 182.671875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 76.472656 120.503906 L 87.03125 123.21875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 100.847656 126.773438 L 85.875 127.710938 L 88.183594 118.730469 L 100.847656 126.773438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 76.472656 120.503906 L 86.191406 86.851562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 90.152344 73.144531 L 90.644531 88.136719 L 81.738281 85.5625 L 90.152344 73.144531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 76.472656 120.503906 L 89.523438 110.175781 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 100.707031 101.324219 L 92.398438 113.8125 L 86.644531 106.542969 L 100.707031 101.324219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 76.472656 120.503906 L 124.847656 145.105469 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 137.566406 151.570312 L 122.75 149.238281 L 126.949219 140.972656 L 137.566406 151.570312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 289 126.757812 L 221.140625 131.359375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 206.90625 132.324219 L 220.828125 126.734375 L 221.453125 135.984375 L 206.90625 132.324219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 108.339844 191.804688 L 159.539062 170.539062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 172.714844 165.066406 L 161.320312 174.820312 L 157.761719 166.257812 L 172.714844 165.066406 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 108.339844 191.804688 L 120.394531 233.808594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 124.328125 247.523438 L 115.9375 235.089844 L 124.847656 232.53125 L 124.328125 247.523438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 108.339844 191.804688 L 93.730469 226.101562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 88.140625 239.226562 L 89.464844 224.285156 L 97.996094 227.917969 L 88.140625 239.226562 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 108.339844 191.804688 L 99.796875 179.050781 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 91.855469 167.199219 L 103.648438 176.472656 L 95.945312 181.632812 L 91.855469 167.199219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 90.296875 109.347656 L 100.066406 123.476562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 108.179688 135.210938 L 96.253906 126.113281 L 103.878906 120.839844 L 108.179688 135.210938 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 90.296875 109.347656 L 78.378906 111.398438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 64.316406 113.8125 L 77.59375 106.828125 L 79.164062 115.964844 L 64.316406 113.8125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 90.296875 109.347656 L 111.410156 84.589844 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 120.667969 73.738281 L 114.9375 87.597656 L 107.882812 81.582031 L 120.667969 73.738281 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 109.519531 252.554688 L 70.214844 238.929688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 56.738281 234.257812 L 71.734375 234.550781 L 68.699219 243.308594 L 56.738281 234.257812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.5 154.683594 L 197.859375 84.855469 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 197.726562 70.589844 L 202.492188 84.8125 L 193.222656 84.898438 L 197.726562 70.589844 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.5 154.683594 L 161.675781 195.78125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 152.15625 206.40625 L 158.226562 192.6875 L 165.128906 198.875 L 152.15625 206.40625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.5 154.683594 L 200.238281 146.355469 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 203.144531 132.386719 L 204.773438 147.300781 L 195.699219 145.410156 L 203.144531 132.386719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.5 154.683594 L 170.964844 193.164062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 162.660156 204.765625 L 167.195312 190.464844 L 174.734375 195.859375 L 162.660156 204.765625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.5 154.683594 L 188.519531 151.382812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 174.976562 146.902344 L 189.972656 146.980469 L 187.0625 155.785156 L 174.976562 146.902344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.5 154.683594 L 230.175781 153.046875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 244.421875 152.3125 L 230.414062 157.679688 L 229.9375 148.417969 L 244.421875 152.3125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.5 154.683594 L 189.730469 146.371094 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 179.378906 136.554688 L 192.921875 143.007812 L 186.542969 149.734375 L 179.378906 136.554688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.5 154.683594 L 170.734375 155.441406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 156.476562 155.832031 L 170.609375 150.808594 L 170.863281 160.078125 L 156.476562 155.832031 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 197.636719 60.589844 L 135.070312 71.472656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 121.015625 73.917969 L 134.277344 66.90625 L 135.867188 76.039062 L 121.015625 73.917969 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 106.144531 216.996094 L 118.558594 255.953125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 122.894531 269.542969 L 114.144531 257.359375 L 122.976562 254.542969 L 122.894531 269.542969 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 106.144531 216.996094 L 66.21875 200.292969 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 53.058594 194.785156 L 68.011719 196.015625 L 64.429688 204.566406 L 53.058594 194.785156 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 106.144531 216.996094 L 113.683594 220.039062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 126.914062 225.378906 L 111.949219 224.339844 L 115.421875 215.742188 L 126.914062 225.378906 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 238.570312 97.53125 L 215.648438 76.847656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 205.058594 67.289062 L 218.753906 73.40625 L 212.542969 80.289062 L 205.058594 67.289062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 44.054688 88.722656 L 34.015625 92.078125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 20.484375 96.597656 L 32.546875 87.679688 L 35.484375 96.472656 L 20.484375 96.597656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 44.054688 88.722656 L 94.769531 128.46875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 105.996094 137.269531 L 91.910156 132.117188 L 97.628906 124.820312 L 105.996094 137.269531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 44.054688 88.722656 L 25.21875 117.617188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 17.425781 129.570312 L 21.335938 115.085938 L 29.101562 120.148438 L 17.425781 129.570312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 113.867188 143.4375 L 108.675781 192.863281 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 107.1875 207.050781 L 104.066406 192.378906 L 113.285156 193.347656 L 107.1875 207.050781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 113.867188 143.4375 L 127.703125 141.386719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 141.816406 139.292969 L 128.382812 145.96875 L 127.023438 136.800781 L 141.816406 139.292969 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 113.867188 143.4375 L 112.132812 99.875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 111.5625 85.621094 L 116.761719 99.691406 L 107.5 100.0625 L 111.5625 85.621094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 153.378906 80.582031 L 214.769531 92.796875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 228.761719 95.582031 L 213.867188 97.34375 L 215.675781 88.25 L 228.761719 95.582031 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 153.378906 80.582031 L 126.78125 122.890625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 119.1875 134.96875 L 122.855469 120.425781 L 130.707031 125.359375 L 119.1875 134.96875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 153.378906 80.582031 L 182.296875 88.351562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 196.074219 92.050781 L 181.09375 92.828125 L 183.5 83.875 L 196.074219 92.050781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 236.324219 141.726562 L 237.339844 121.769531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 238.0625 107.519531 L 241.96875 122.003906 L 232.710938 121.53125 L 238.0625 107.519531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 236.324219 141.726562 L 228.664062 180.574219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 225.902344 194.570312 L 224.117188 179.679688 L 233.210938 181.472656 L 225.902344 194.570312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 236.324219 141.726562 L 205.886719 163.558594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 194.296875 171.875 L 203.1875 159.792969 L 208.589844 167.324219 L 194.296875 171.875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 188.808594 83.699219 L 177.550781 82.710938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 163.339844 81.457031 L 177.957031 78.09375 L 177.144531 87.328125 L 163.339844 81.457031 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 188.808594 83.699219 C 150.148438 94.578125 126.277344 120.527344 130.246094 160.25 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 131.667969 174.445312 L 125.636719 160.710938 L 134.859375 159.789062 L 131.667969 174.445312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 188.808594 83.699219 L 188.035156 83.707031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 173.773438 83.847656 L 187.992188 79.074219 L 188.082031 88.34375 L 173.773438 83.847656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 188.808594 83.699219 L 192.984375 109.058594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 195.304688 123.132812 L 188.410156 109.808594 L 197.558594 108.304688 L 195.304688 123.132812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 258.125 168.113281 L 265.707031 217.078125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 267.886719 231.175781 L 261.125 217.785156 L 270.285156 216.367188 L 267.886719 231.175781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 258.125 168.113281 L 206.453125 211.507812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 195.527344 220.683594 L 203.472656 207.960938 L 209.433594 215.058594 L 195.527344 220.683594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 258.125 168.113281 L 248.183594 141.039062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 243.269531 127.644531 L 252.535156 139.441406 L 243.832031 142.632812 L 243.269531 127.644531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 258.125 168.113281 L 250.65625 153.347656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 244.214844 140.617188 L 254.789062 151.253906 L 246.519531 155.4375 L 244.214844 140.617188 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 181.949219 161.230469 L 220.167969 194.335938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 230.949219 203.675781 L 217.132812 197.839844 L 223.203125 190.832031 L 230.949219 203.675781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 181.949219 161.230469 L 206.601562 169.648438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 220.105469 174.253906 L 205.105469 174.035156 L 208.101562 165.261719 L 220.105469 174.253906 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 181.949219 161.230469 L 173.96875 166.296875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 161.921875 173.9375 L 171.484375 162.382812 L 176.453125 170.210938 L 161.921875 173.9375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 110.53125 129.265625 L 74.917969 150.25 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 62.628906 157.492188 L 72.566406 146.257812 L 77.273438 154.242188 L 62.628906 157.492188 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 110.53125 129.265625 L 122.246094 128.351562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 136.46875 127.242188 L 122.605469 132.972656 L 121.886719 123.730469 L 136.46875 127.242188 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 110.53125 129.265625 L 120.976562 89.59375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 124.609375 75.800781 L 125.460938 90.773438 L 116.496094 88.414062 L 124.609375 75.800781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 229.566406 177.484375 L 203.480469 208.535156 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 194.304688 219.457031 L 199.933594 205.554688 L 207.03125 211.519531 L 194.304688 219.457031 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 229.566406 177.484375 L 181.480469 168.550781 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 167.457031 165.945312 L 182.328125 163.992188 L 180.632812 173.109375 L 167.457031 165.945312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 229.566406 177.484375 L 215.035156 144.773438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 209.246094 131.738281 L 219.273438 142.894531 L 210.800781 146.65625 L 209.246094 131.738281 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 127.085938 257.132812 L 166.113281 237.859375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 178.90625 231.542969 L 168.167969 242.015625 L 164.0625 233.703125 L 178.90625 231.542969 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 127.085938 257.132812 L 139.324219 270.878906 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 148.8125 281.53125 L 135.863281 273.960938 L 142.785156 267.796875 L 148.8125 281.53125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 127.085938 257.132812 L 102.921875 225.914062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 94.191406 214.632812 L 106.585938 223.078125 L 99.257812 228.75 L 94.191406 214.632812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 119.378906 225.863281 L 162.355469 232.421875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 176.460938 234.574219 L 161.65625 237.003906 L 163.054688 227.839844 L 176.460938 234.574219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 119.378906 225.863281 L 148.738281 212.195312 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 161.671875 206.175781 L 150.695312 216.398438 L 146.78125 207.992188 L 161.671875 206.175781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 119.378906 225.863281 L 112.363281 224.503906 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 126.371094 227.21875 L 111.480469 229.054688 L 113.246094 219.953125 L 126.371094 227.21875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 54.011719 162.570312 L 53.359375 160.535156 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 49.011719 146.945312 L 57.777344 159.121094 L 48.945312 161.945312 L 49.011719 146.945312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 54.011719 162.570312 L 133.359375 163.753906 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 147.625 163.96875 L 133.292969 168.390625 L 133.429688 159.121094 L 147.625 163.96875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 68.019531 187.027344 L 96.535156 232.054688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 104.167969 244.109375 L 92.617188 234.535156 L 100.449219 229.574219 L 104.167969 244.109375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 68.019531 187.027344 L 87.066406 202 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 98.28125 210.816406 L 84.199219 205.644531 L 89.929688 198.355469 L 98.28125 210.816406 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 68.019531 187.027344 L 55.820312 159.597656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 50.027344 146.558594 L 60.058594 157.710938 L 51.585938 161.480469 L 50.027344 146.558594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 68.019531 187.027344 L 58.980469 139.347656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 56.324219 125.332031 L 63.535156 138.484375 L 54.425781 140.210938 L 56.324219 125.332031 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 68.019531 187.027344 L 123.902344 165.003906 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 137.175781 159.773438 L 125.601562 169.316406 L 122.203125 160.691406 L 137.175781 159.773438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 115.824219 179.40625 L 143.4375 211.191406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 152.792969 221.960938 L 139.9375 214.230469 L 146.9375 208.152344 L 152.792969 221.960938 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 115.824219 179.40625 L 113.078125 153.398438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 111.582031 139.210938 L 117.6875 152.910156 L 108.46875 153.882812 L 111.582031 139.210938 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.128906 190.398438 L 70.945312 179.949219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 60.992188 169.730469 L 74.265625 176.714844 L 67.625 183.183594 L 60.992188 169.730469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.128906 190.398438 L 77.582031 206.28125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 74.472656 220.203125 L 73.058594 205.269531 L 82.105469 207.289062 L 74.472656 220.203125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.128906 190.398438 L 76.28125 171.472656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 72.742188 157.652344 L 80.773438 170.324219 L 71.792969 172.625 L 72.742188 157.652344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.128906 190.398438 L 108.554688 187.152344 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 122.722656 185.476562 L 109.101562 191.757812 L 108.011719 182.550781 L 122.722656 185.476562 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.128906 190.398438 L 101.960938 137.085938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 107.152344 123.796875 L 106.277344 138.773438 L 97.644531 135.398438 L 107.152344 123.796875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.128906 190.398438 L 79.996094 191.5 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 90.246094 181.578125 L 83.21875 194.832031 L 76.769531 188.167969 L 90.246094 181.578125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 72.292969 229.960938 L 95.207031 227.96875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 109.417969 226.730469 L 95.605469 232.585938 L 94.804688 223.351562 L 109.417969 226.730469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 70.261719 147.964844 L 106.4375 205.339844 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 114.046875 217.40625 L 102.515625 207.8125 L 110.359375 202.867188 L 114.046875 217.40625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 151.707031 137.828125 L 100.121094 125.949219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 86.21875 122.75 L 101.160156 121.433594 L 99.078125 130.46875 L 86.21875 122.75 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 151.707031 137.828125 L 94.339844 144.96875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 80.183594 146.730469 L 93.769531 140.367188 L 94.914062 149.570312 L 80.183594 146.730469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 151.707031 137.828125 L 148.445312 120.042969 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 145.875 106.011719 L 153.003906 119.207031 L 143.886719 120.878906 L 145.875 106.011719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 151.707031 137.828125 L 125.796875 112.1875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 115.65625 102.152344 L 129.058594 108.890625 L 122.535156 115.480469 L 115.65625 102.152344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 153.480469 179.296875 L 116.871094 188.023438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 102.992188 191.332031 L 115.796875 183.515625 L 117.945312 192.53125 L 102.992188 191.332031 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 203.1875 211.535156 C 203.992188 204.382812 200.160156 195.363281 194.425781 196.648438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 180.507812 199.765625 L 193.414062 192.125 L 195.441406 201.171875 L 180.507812 199.765625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 167.746094 102.996094 L 114.480469 107.367188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 100.261719 108.53125 L 114.101562 102.746094 L 114.859375 111.984375 L 100.261719 108.53125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 167.746094 102.996094 L 129.464844 159.335938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 121.445312 171.136719 L 125.628906 156.730469 L 133.296875 161.941406 L 121.445312 171.136719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 167.746094 102.996094 L 134.578125 109.6875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 120.59375 112.507812 L 133.664062 105.140625 L 135.496094 114.230469 L 120.59375 112.507812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 45.964844 137.421875 L 142.171875 104.394531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 155.664062 99.761719 L 143.679688 108.78125 L 140.667969 100.011719 L 155.664062 99.761719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 187.871094 227.113281 L 130.226562 219.976562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 116.066406 218.222656 L 130.792969 215.378906 L 129.65625 224.578125 L 116.066406 218.222656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 187.871094 227.113281 L 151.828125 199.167969 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 140.554688 190.429688 L 154.667969 195.507812 L 148.988281 202.832031 L 140.554688 190.429688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 270.425781 103.257812 L 273.953125 107.722656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 282.800781 118.914062 L 270.316406 110.59375 L 277.589844 104.847656 L 282.800781 118.914062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 270.425781 103.257812 L 262.648438 144.273438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 259.988281 158.289062 L 258.09375 143.410156 L 267.199219 145.136719 L 259.988281 158.289062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 270.425781 103.257812 L 192.015625 103.058594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 177.746094 103.023438 L 192.027344 98.421875 L 192.003906 107.691406 L 177.746094 103.023438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 270.425781 103.257812 L 257.183594 93.074219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 245.875 84.378906 L 260.007812 89.402344 L 254.359375 96.75 L 245.875 84.378906 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 186.34375 236.082031 L 180.828125 224.019531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 174.894531 211.046875 L 185.042969 222.09375 L 176.613281 225.949219 L 174.894531 211.046875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 186.34375 236.082031 L 175.921875 227.890625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 164.703125 219.074219 L 178.785156 224.246094 L 173.058594 231.535156 L 164.703125 219.074219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 186.34375 236.082031 L 157.304688 177.820312 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 150.941406 165.054688 L 161.453125 175.753906 L 153.15625 179.890625 L 150.941406 165.054688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.652344 184.300781 C 171.308594 173.425781 195.183594 147.472656 191.210938 107.75 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 189.792969 93.554688 L 195.824219 107.289062 L 186.601562 108.210938 L 189.792969 93.554688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.652344 184.300781 L 92.261719 186.003906 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 78.011719 186.605469 L 92.066406 181.375 L 92.457031 190.636719 L 78.011719 186.605469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.652344 184.300781 L 91.644531 215.320312 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 80.269531 223.929688 L 88.847656 211.625 L 94.441406 219.019531 L 80.269531 223.929688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.652344 184.300781 L 142.5 160.277344 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 147.914062 147.078125 L 146.789062 162.039062 L 138.210938 158.519531 L 147.914062 147.078125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.652344 184.300781 L 148.722656 191.75 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 161.664062 197.746094 L 146.773438 195.953125 L 150.671875 187.542969 L 161.664062 197.746094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.652344 184.300781 L 132.078125 153.515625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 131.8125 139.25 L 136.710938 153.429688 L 127.441406 153.601562 L 131.8125 139.25 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.652344 184.300781 C 127.285156 176.34375 117.109375 170.78125 110.886719 176.75 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 100.589844 186.625 L 107.679688 173.40625 L 114.09375 180.09375 L 100.589844 186.625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.652344 184.300781 L 120.832031 181.054688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 107.074219 177.273438 L 122.058594 176.582031 L 119.601562 185.523438 L 107.074219 177.273438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.652344 184.300781 L 162.085938 180.671875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 176.246094 178.925781 L 162.652344 185.273438 L 161.519531 176.070312 L 176.246094 178.925781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 92.925781 63.535156 L 151.253906 37.988281 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 164.320312 32.261719 L 153.113281 42.234375 L 149.394531 33.742188 L 164.320312 32.261719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 239.824219 118.257812 L 233.707031 153.574219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 231.273438 167.632812 L 229.140625 152.785156 L 238.273438 154.367188 L 231.273438 167.632812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 239.824219 118.257812 L 166.726562 77.015625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 154.304688 70.007812 L 169.003906 72.980469 L 164.449219 81.054688 L 154.304688 70.007812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 239.824219 118.257812 L 243.335938 118.460938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 229.09375 117.632812 L 243.605469 113.835938 L 243.066406 123.089844 L 229.09375 117.632812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 145.59375 65.09375 L 86.582031 130.011719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 76.988281 140.566406 L 83.152344 126.890625 L 90.011719 133.128906 L 76.988281 140.566406 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 145.59375 65.09375 L 146.929688 66.476562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 156.832031 76.75 L 143.59375 69.695312 L 150.265625 63.261719 L 156.832031 76.75 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 145.59375 65.09375 L 173.8125 80.96875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 186.242188 87.964844 L 171.539062 85.007812 L 176.085938 76.929688 L 186.242188 87.964844 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 145.59375 65.09375 L 134.183594 33.796875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 129.296875 20.394531 L 138.539062 32.210938 L 129.828125 35.386719 L 129.296875 20.394531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 145.59375 65.09375 L 105.175781 68.3125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 90.957031 69.445312 L 104.808594 63.691406 L 105.542969 72.933594 L 90.957031 69.445312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 146.4375 126.464844 L 150.273438 155.242188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 152.160156 169.382812 L 145.679688 155.855469 L 154.867188 154.632812 L 152.160156 169.382812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 146.4375 126.464844 L 151.4375 120.960938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 161.027344 110.398438 L 154.867188 124.078125 L 148.003906 117.847656 L 161.027344 110.398438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 146.4375 126.464844 L 131.40625 137.757812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 120 146.324219 L 128.625 134.050781 L 134.191406 141.464844 L 120 146.324219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 226.042969 183.199219 L 235.058594 121.542969 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 237.125 107.429688 L 239.644531 122.214844 L 230.472656 120.871094 L 237.125 107.429688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 226.042969 183.199219 L 177.710938 180.601562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 163.464844 179.835938 L 177.960938 175.972656 L 177.460938 185.230469 L 163.464844 179.835938 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.707031 243.214844 L 215.984375 205.285156 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 221.898438 192.300781 L 220.203125 207.207031 L 211.765625 203.363281 L 221.898438 192.300781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.707031 243.214844 L 166.730469 225.574219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 154.238281 218.683594 L 168.96875 221.515625 L 164.492188 229.632812 L 154.238281 218.683594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.707031 243.214844 L 175.542969 205.523438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 168.074219 193.371094 L 179.492188 203.097656 L 171.59375 207.949219 L 168.074219 193.371094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 47.289062 230.980469 L 62.28125 238.0625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 75.179688 244.15625 L 60.300781 242.253906 L 64.261719 233.871094 L 75.179688 244.15625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 145.484375 213.851562 L 126.035156 234.78125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 116.324219 245.230469 L 122.640625 231.625 L 129.433594 237.9375 L 116.324219 245.230469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 145.484375 213.851562 L 123.804688 165.574219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 117.960938 152.558594 L 128.035156 163.675781 L 119.578125 167.472656 L 117.960938 152.558594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 145.484375 213.851562 L 164.710938 219.867188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 178.328125 224.128906 L 163.328125 224.292969 L 166.097656 215.445312 L 178.328125 224.128906 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 179.296875 71.382812 L 216.34375 59.941406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 229.972656 55.734375 L 217.710938 64.371094 L 214.976562 55.515625 L 229.972656 55.734375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 179.296875 71.382812 L 144.695312 127.089844 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 137.167969 139.210938 L 140.757812 124.644531 L 148.632812 129.535156 L 137.167969 139.210938 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 157.625 164.117188 L 177.925781 127.972656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 184.910156 115.535156 L 181.96875 130.242188 L 173.882812 125.703125 L 184.910156 115.535156 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 157.625 164.117188 L 129.496094 179.917969 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 117.058594 186.90625 L 127.226562 175.878906 L 131.765625 183.960938 L 117.058594 186.90625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 157.625 164.117188 L 132.15625 205.234375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 124.644531 217.363281 L 128.214844 202.792969 L 136.097656 207.675781 L 124.644531 217.363281 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 157.625 164.117188 L 186.375 194.039062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 196.261719 204.324219 L 183.035156 197.25 L 189.71875 190.828125 L 196.261719 204.324219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 157.625 164.117188 L 218.632812 130.082031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 231.089844 123.128906 L 220.890625 134.128906 L 216.375 126.03125 L 231.089844 123.128906 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 157.625 164.117188 L 173.773438 95.011719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 177.019531 81.117188 L 178.289062 96.066406 L 169.261719 93.957031 L 177.019531 81.117188 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 157.625 164.117188 L 104.238281 147.046875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 90.652344 142.699219 L 105.652344 142.632812 L 102.828125 151.460938 L 90.652344 142.699219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 205.183594 122.597656 L 169.832031 161.367188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 160.21875 171.90625 L 166.40625 158.242188 L 173.257812 164.492188 L 160.21875 171.90625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 205.183594 122.597656 L 228.816406 74.558594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 235.117188 61.757812 L 232.976562 76.605469 L 224.660156 72.511719 L 235.117188 61.757812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 228 157.257812 L 206.125 159.144531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 191.914062 160.371094 L 205.726562 154.527344 L 206.523438 163.761719 L 191.914062 160.371094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 228 157.257812 L 230.648438 156.710938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 244.617188 153.820312 L 231.585938 161.25 L 229.707031 152.171875 L 244.617188 153.820312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 228 157.257812 L 182.578125 113.375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 172.316406 103.464844 L 185.796875 110.042969 L 179.355469 116.710938 L 172.316406 103.464844 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.125 139.65625 L 82.203125 144.085938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 78.835938 130.222656 L 86.707031 142.992188 L 77.699219 145.179688 L 78.835938 130.222656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.125 139.65625 L 72.449219 131.796875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 61.875 122.21875 L 75.558594 128.359375 L 69.335938 135.230469 L 61.875 122.21875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.125 139.65625 L 92.289062 130.183594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 103.167969 120.953125 L 95.289062 133.71875 L 89.289062 126.648438 L 103.167969 120.953125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 81.125 139.65625 L 85.570312 182.585938 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 87.039062 196.777344 L 80.960938 183.066406 L 90.183594 182.109375 L 87.039062 196.777344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 144.070312 96.171875 L 126.933594 122.988281 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 119.25 135.011719 L 123.027344 120.492188 L 130.839844 125.484375 L 119.25 135.011719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 144.070312 96.171875 L 214.566406 130.984375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 227.359375 137.296875 L 212.515625 135.140625 L 216.621094 126.828125 L 227.359375 137.296875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 144.070312 96.171875 L 177.019531 119.128906 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 188.726562 127.285156 L 174.371094 122.933594 L 179.671875 115.324219 L 188.726562 127.285156 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 163.773438 83.949219 C 160.628906 63.605469 148.496094 47.761719 128.445312 49.417969 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 114.226562 50.59375 L 128.0625 44.800781 L 128.828125 54.039062 L 114.226562 50.59375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 163.773438 83.949219 L 176.394531 137.609375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 179.660156 151.496094 L 171.882812 138.671875 L 180.90625 136.546875 L 179.660156 151.496094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 163.773438 83.949219 L 157.007812 114.148438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 153.890625 128.070312 L 152.484375 113.136719 L 161.53125 115.160156 L 153.890625 128.070312 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 163.773438 83.949219 L 183.339844 112.894531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 191.332031 124.714844 L 179.5 115.492188 L 187.179688 110.300781 L 191.332031 124.714844 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 54.460938 115.503906 L 120.351562 101.289062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 134.296875 98.28125 L 121.328125 105.820312 L 119.375 96.761719 L 134.296875 98.28125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 54.460938 115.503906 L 68.71875 91.175781 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 75.929688 78.867188 L 72.71875 93.519531 L 64.71875 88.832031 L 75.929688 78.867188 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 173.480469 28.25 L 183.113281 41.148438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 191.652344 52.578125 L 179.398438 43.921875 L 186.828125 38.375 L 191.652344 52.578125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 170.738281 201.953125 L 168.617188 207.082031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 163.171875 220.265625 L 164.332031 205.3125 L 172.902344 208.851562 L 163.171875 220.265625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 170.738281 201.953125 C 169.933594 209.105469 173.765625 218.125 179.5 216.84375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 193.417969 213.722656 L 180.511719 221.367188 L 178.484375 212.320312 L 193.417969 213.722656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 170.738281 201.953125 L 188.3125 155.683594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 193.378906 142.347656 L 192.648438 157.332031 L 183.980469 154.039062 L 193.378906 142.347656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 194.960938 92.867188 L 214.441406 94.953125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 228.628906 96.46875 L 213.949219 99.5625 L 214.933594 90.34375 L 228.628906 96.46875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 194.960938 92.867188 L 177.644531 122.765625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 170.492188 135.109375 L 173.632812 120.441406 L 181.652344 125.089844 L 170.492188 135.109375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 111.164062 75.628906 L 67.871094 84.074219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 53.871094 86.804688 L 66.984375 79.527344 L 68.761719 88.625 L 53.871094 86.804688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 111.164062 75.628906 L 132.605469 106.527344 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 140.738281 118.25 L 128.796875 109.171875 L 136.414062 103.886719 L 140.738281 118.25 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 111.164062 75.628906 L 139.804688 80.15625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 153.894531 82.386719 L 139.082031 84.734375 L 140.527344 75.578125 L 153.894531 82.386719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 156.839844 212.898438 L 128.117188 236.96875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 117.183594 246.132812 L 125.140625 233.417969 L 131.09375 240.523438 L 117.183594 246.132812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 156.839844 212.898438 L 106.019531 237.761719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 93.203125 244.03125 L 103.980469 233.597656 L 108.054688 241.925781 L 93.203125 244.03125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 156.839844 212.898438 L 151.671875 216.964844 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 162.878906 208.140625 L 154.542969 220.609375 L 148.804688 213.324219 L 162.878906 208.140625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 156.839844 212.898438 L 167.738281 153.542969 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 170.316406 139.511719 L 172.296875 154.378906 L 163.179688 152.707031 L 170.316406 139.511719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 156.839844 212.898438 L 177.289062 202.605469 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 190.03125 196.191406 L 179.371094 206.746094 L 175.203125 198.464844 L 190.03125 196.191406 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 108.550781 95.117188 L 118.035156 109.148438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 126.023438 120.96875 L 114.195312 111.746094 L 121.875 106.554688 L 126.023438 120.96875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 108.550781 95.117188 L 122.046875 125.523438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 127.832031 138.5625 L 117.808594 127.40625 L 126.28125 123.644531 L 127.832031 138.5625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 188.613281 281.367188 L 132.316406 260.863281 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 118.914062 255.980469 L 133.90625 256.507812 L 130.730469 265.21875 L 118.914062 255.980469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 188.613281 281.367188 L 247.703125 251.890625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 260.46875 245.523438 L 249.773438 256.039062 L 245.636719 247.742188 L 260.46875 245.523438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 188.613281 281.367188 L 188.203125 251.378906 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 188.007812 237.113281 L 192.839844 251.316406 L 183.570312 251.441406 L 188.007812 237.113281 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 217.976562 166.742188 L 167.585938 138.371094 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 155.152344 131.371094 L 169.859375 134.332031 L 165.308594 142.410156 L 155.152344 131.371094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 217.976562 166.742188 L 190.992188 144.929688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 179.898438 135.960938 L 193.90625 141.324219 L 188.078125 148.535156 L 179.898438 135.960938 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 217.976562 166.742188 L 213.667969 172.394531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 205.023438 183.742188 L 209.980469 169.585938 L 217.355469 175.203125 L 205.023438 183.742188 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 245.238281 188.832031 L 240.835938 165.570312 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 238.183594 151.550781 L 245.390625 164.707031 L 236.28125 166.429688 L 238.183594 151.550781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 245.238281 188.832031 L 224.542969 200.007812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 211.988281 206.785156 L 222.339844 195.929688 L 226.742188 204.085938 L 211.988281 206.785156 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 245.238281 188.832031 L 205.273438 220.894531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 194.144531 229.824219 L 202.371094 217.28125 L 208.171875 224.511719 L 194.144531 229.824219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 245.238281 188.832031 L 239.628906 178.554688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 232.792969 166.035156 L 243.699219 176.335938 L 235.5625 180.777344 L 232.792969 166.035156 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 245.238281 188.832031 L 212.808594 151.351562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 203.472656 140.5625 L 216.3125 148.316406 L 209.304688 154.382812 L 203.472656 140.5625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 245.238281 188.832031 L 223.183594 190.195312 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 208.945312 191.078125 L 222.898438 185.570312 L 223.46875 194.824219 L 208.945312 191.078125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 239.699219 131.691406 L 219.691406 142.859375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 207.234375 149.8125 L 217.433594 138.8125 L 221.949219 146.90625 L 207.234375 149.8125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 239.699219 131.691406 L 239.375 121.785156 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 238.902344 107.527344 L 244.007812 121.632812 L 234.742188 121.9375 L 238.902344 107.527344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 239.699219 131.691406 L 134.792969 129.722656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 120.527344 129.453125 L 134.878906 125.085938 L 134.707031 134.355469 L 120.527344 129.453125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 239.699219 131.691406 L 228.648438 128.78125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 214.855469 125.144531 L 229.832031 124.300781 L 227.46875 133.261719 L 214.855469 125.144531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 239.699219 131.691406 L 238.097656 135.191406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 232.164062 148.164062 L 233.882812 133.265625 L 242.3125 137.121094 L 232.164062 148.164062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 196.929688 133 L 196.148438 117.105469 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 195.449219 102.855469 L 200.78125 116.878906 L 191.519531 117.332031 L 195.449219 102.855469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 196.929688 133 L 199.410156 131.21875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 210.992188 122.890625 L 202.113281 134.980469 L 196.703125 127.453125 L 210.992188 122.890625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 165.480469 143.761719 L 191.390625 190.332031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 198.328125 202.796875 L 187.339844 192.585938 L 195.441406 188.078125 L 198.328125 202.796875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 165.480469 143.761719 L 135.964844 148.492188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 121.878906 150.75 L 135.230469 143.914062 L 136.699219 153.070312 L 121.878906 150.75 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.625 129.253906 L 123.117188 156.261719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 118.828125 169.871094 L 118.695312 154.871094 L 127.535156 157.65625 L 118.828125 169.871094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.625 129.253906 L 148.121094 117.261719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 159.660156 108.875 L 150.84375 121.011719 L 145.394531 113.515625 L 159.660156 108.875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.625 129.253906 L 140.429688 88.800781 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 143.464844 74.863281 L 144.960938 89.789062 L 135.902344 87.816406 L 143.464844 74.863281 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.625 129.253906 L 104.894531 134.757812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 90.921875 137.636719 L 103.957031 130.21875 L 105.828125 139.300781 L 90.921875 137.636719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.625 129.253906 L 149.730469 103.738281 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 157.984375 92.101562 L 153.511719 106.417969 L 145.949219 101.054688 L 157.984375 92.101562 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.625 129.253906 L 173.917969 104.957031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 186.289062 97.847656 L 176.226562 108.976562 L 171.609375 100.9375 L 186.289062 97.847656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.625 129.253906 L 130.585938 128.519531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 118.949219 120.265625 L 133.269531 124.738281 L 127.90625 132.300781 L 118.949219 120.265625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.625 129.253906 L 112.035156 155.246094 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 103.449219 166.640625 L 108.335938 152.457031 L 115.738281 158.035156 L 103.449219 166.640625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.625 129.253906 L 150.960938 163.691406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 157.945312 176.128906 L 146.917969 165.960938 L 155 161.421875 L 157.945312 176.128906 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 110.792969 114.484375 L 134.394531 95.695312 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 145.554688 86.808594 L 137.28125 99.320312 L 131.507812 92.070312 L 145.554688 86.808594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 110.792969 114.484375 L 181.007812 120.519531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 195.222656 121.742188 L 180.613281 125.136719 L 181.40625 115.902344 L 195.222656 121.742188 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 110.792969 114.484375 L 98.011719 137.644531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 91.121094 150.136719 L 93.953125 135.40625 L 102.070312 139.886719 L 91.121094 150.136719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 110.792969 114.484375 L 110.0625 113.933594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 98.683594 105.328125 L 112.859375 110.234375 L 107.269531 117.628906 L 98.683594 105.328125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 110.792969 114.484375 L 109.898438 114.847656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 123.117188 109.480469 L 111.640625 119.140625 L 108.15625 110.550781 L 123.117188 109.480469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 86.289062 158.894531 L 130.261719 172.246094 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 143.910156 176.390625 L 128.914062 176.679688 L 131.609375 167.808594 L 143.910156 176.390625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 86.289062 158.894531 L 58.835938 209.640625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 52.046875 222.1875 L 54.757812 207.433594 L 62.914062 211.84375 L 52.046875 222.1875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 86.289062 158.894531 L 173.304688 138.53125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 187.195312 135.277344 L 174.359375 143.042969 L 172.246094 134.015625 L 187.195312 135.277344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 86.289062 158.894531 L 88.914062 123.5 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 89.964844 109.273438 L 93.535156 123.84375 L 84.289062 123.15625 L 89.964844 109.273438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 86.289062 158.894531 L 88.492188 169.859375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 91.296875 183.847656 L 83.945312 170.769531 L 93.035156 168.945312 L 91.296875 183.847656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 86.289062 158.894531 L 35.324219 144.527344 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 21.589844 140.660156 L 36.578125 140.066406 L 34.066406 148.988281 L 21.589844 140.660156 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 219.109375 117.050781 L 210.15625 133.402344 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 203.304688 145.914062 L 206.089844 131.175781 L 214.222656 135.628906 L 203.304688 145.914062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 219.109375 117.050781 L 174.894531 130.679688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 161.261719 134.882812 L 173.53125 126.25 L 176.261719 135.109375 L 161.261719 134.882812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 219.109375 117.050781 L 187.203125 132.945312 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 174.433594 139.304688 L 185.132812 128.796875 L 189.269531 137.09375 L 174.433594 139.304688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 90.707031 99.300781 L 165.613281 104.980469 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 179.835938 106.058594 L 165.261719 109.601562 L 165.960938 100.359375 L 179.835938 106.058594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 223.96875 204.382812 L 181.96875 220.714844 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 168.671875 225.886719 L 180.289062 216.394531 L 183.648438 225.035156 L 168.671875 225.886719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 223.96875 204.382812 L 169.554688 154.265625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 159.0625 144.601562 L 172.695312 150.855469 L 166.414062 157.675781 L 159.0625 144.601562 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 223.96875 204.382812 L 226.132812 203.636719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 212.644531 208.28125 L 224.625 199.253906 L 227.640625 208.019531 L 212.644531 208.28125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.265625 193.652344 L 104.246094 152.703125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 107.941406 138.925781 L 108.722656 153.902344 L 99.769531 151.503906 L 107.941406 138.925781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.265625 193.652344 L 84.429688 208.949219 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 77.292969 221.300781 L 80.414062 206.632812 L 88.445312 211.265625 L 77.292969 221.300781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.265625 193.652344 C 98.632812 201.609375 108.808594 207.171875 115.03125 201.203125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 125.328125 191.328125 L 118.238281 204.546875 L 111.824219 197.855469 L 125.328125 191.328125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.265625 193.652344 L 122.851562 205.097656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 136.15625 210.242188 L 121.179688 209.417969 L 124.523438 200.773438 L 136.15625 210.242188 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 93.265625 193.652344 L 101.984375 174.429688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 107.875 161.4375 L 106.203125 176.34375 L 97.761719 172.515625 L 107.875 161.4375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 97.433594 174.625 L 92.863281 123.46875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 91.59375 109.261719 L 97.480469 123.058594 L 88.246094 123.882812 L 91.59375 109.261719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 254.410156 151.796875 L 175.75 141.097656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 161.617188 139.175781 L 176.375 136.503906 L 175.125 145.691406 L 161.617188 139.175781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 172.121094 129.675781 L 212.476562 137.25 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 226.496094 139.882812 L 211.621094 141.804688 L 213.332031 132.695312 L 226.496094 139.882812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 172.121094 129.675781 L 134.796875 129.425781 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 120.53125 129.332031 L 134.828125 124.792969 L 134.765625 134.0625 L 120.53125 129.332031 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 172.121094 129.675781 L 182.164062 113.488281 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 189.6875 101.363281 L 186.105469 115.929688 L 178.226562 111.042969 L 189.6875 101.363281 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 172.121094 129.675781 L 129.871094 106.707031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 117.335938 99.894531 L 132.082031 102.632812 L 127.65625 110.78125 L 117.335938 99.894531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 172.121094 129.675781 L 179.355469 154.414062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 183.363281 168.105469 L 174.910156 155.714844 L 183.804688 153.109375 L 183.363281 168.105469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.382812 105.722656 L 165.789062 143.132812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 175.289062 153.773438 L 162.332031 146.21875 L 169.246094 140.042969 L 175.289062 153.773438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.382812 105.722656 L 101.359375 126.257812 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 89.464844 134.132812 L 98.800781 122.394531 L 103.917969 130.125 L 89.464844 134.132812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.382812 105.722656 L 149.554688 125.457031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 158.917969 136.21875 L 146.054688 128.5 L 153.050781 122.414062 L 158.917969 136.21875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.382812 105.722656 L 132.40625 105 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 131.945312 119.257812 L 127.773438 104.851562 L 137.039062 105.148438 L 131.945312 119.257812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 132.382812 105.722656 L 151.339844 117.148438 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 163.558594 124.511719 L 148.945312 121.117188 L 153.730469 113.179688 L 163.558594 124.511719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 165.125 96.515625 L 184.847656 109.359375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 196.804688 117.140625 L 182.320312 113.242188 L 187.378906 105.472656 L 196.804688 117.140625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 165.125 96.515625 L 165.296875 119.496094 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 165.40625 133.761719 L 160.664062 119.53125 L 169.933594 119.460938 L 165.40625 133.761719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 165.125 96.515625 L 114.953125 98.394531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 100.699219 98.925781 L 114.78125 93.761719 L 115.128906 103.023438 L 100.699219 98.925781 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 165.125 96.515625 L 181.492188 95.761719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 195.742188 95.105469 L 181.707031 100.394531 L 181.277344 91.132812 L 195.742188 95.105469 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 237.945312 78.285156 L 237.785156 73.28125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 238.246094 87.539062 L 233.152344 73.429688 L 242.417969 73.128906 L 238.246094 87.539062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 237.945312 78.285156 L 238.683594 94.019531 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 239.355469 108.269531 L 234.054688 94.234375 L 243.316406 93.800781 L 239.355469 108.269531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 237.945312 78.285156 L 238.027344 77.003906 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 238.910156 62.765625 L 242.652344 77.289062 L 233.398438 76.714844 L 238.910156 62.765625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 237.945312 78.285156 L 211.484375 113.582031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 202.929688 125 L 207.777344 110.804688 L 215.195312 116.363281 L 202.929688 125 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 237.945312 78.285156 L 188.664062 90.625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 174.824219 94.089844 L 187.539062 86.125 L 189.789062 95.121094 L 174.824219 94.089844 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 205.730469 94.644531 L 244.035156 148.355469 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 252.320312 159.972656 L 240.261719 151.046875 L 247.808594 145.664062 L 252.320312 159.972656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 205.730469 94.644531 L 167.820312 114.992188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 155.25 121.738281 L 165.628906 110.90625 L 170.011719 119.074219 L 155.25 121.738281 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 205.730469 94.644531 L 184.082031 50.078125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 177.847656 37.246094 L 188.253906 48.050781 L 179.914062 52.101562 L 177.847656 37.246094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 205.730469 94.644531 L 163.320312 138.636719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 153.417969 148.90625 L 159.984375 135.417969 L 166.660156 141.851562 L 153.417969 148.90625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 162.839844 184.847656 L 161.242188 205.316406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 160.128906 219.539062 L 156.621094 204.957031 L 165.863281 205.679688 L 160.128906 219.539062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 162.839844 184.847656 L 107.109375 126.847656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 97.222656 116.558594 L 110.449219 123.636719 L 103.765625 130.058594 L 97.222656 116.558594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 162.839844 184.847656 L 127.253906 205.027344 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 114.84375 212.0625 L 124.964844 200.996094 L 129.539062 209.058594 L 114.84375 212.0625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 162.839844 184.847656 L 205.65625 166.71875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 218.792969 161.15625 L 207.464844 170.988281 L 203.847656 162.453125 L 218.792969 161.15625 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 162.839844 184.847656 L 194.921875 174.3125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 208.476562 169.859375 L 196.367188 178.714844 L 193.476562 169.910156 L 208.476562 169.859375 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 162.839844 184.847656 L 121.40625 178.371094 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 107.3125 176.167969 L 122.121094 173.792969 L 120.691406 182.953125 L 107.3125 176.167969 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.890625 147.703125 L 139.789062 159.261719 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 147.839844 171.039062 L 135.960938 161.878906 L 143.617188 156.648438 L 147.839844 171.039062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.890625 147.703125 L 103.121094 85.558594 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 97.125 72.613281 L 107.328125 83.609375 L 98.914062 87.503906 L 97.125 72.613281 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.890625 147.703125 L 132.726562 146.484375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 140.789062 134.714844 L 136.550781 149.105469 L 128.902344 143.863281 L 140.789062 134.714844 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.890625 147.703125 L 203.339844 174.640625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 216.6875 179.671875 L 201.703125 178.976562 L 204.972656 170.304688 L 216.6875 179.671875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.890625 147.703125 L 156.609375 182.222656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 164.914062 193.824219 L 152.839844 184.921875 L 160.378906 179.523438 L 164.914062 193.824219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.890625 147.703125 L 147.308594 166.207031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 156.4375 177.167969 L 143.746094 169.175781 L 150.867188 163.238281 L 156.4375 177.167969 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 131.890625 147.703125 L 65.617188 180.234375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 52.8125 186.519531 L 63.578125 176.070312 L 67.660156 184.394531 L 52.8125 186.519531 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 125.929688 279.070312 L 122.289062 273.191406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 114.78125 261.058594 L 126.230469 270.75 L 118.347656 275.628906 L 114.78125 261.058594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 125.929688 279.070312 L 164.363281 280.480469 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 178.621094 281.003906 L 164.195312 285.113281 L 164.535156 275.847656 L 178.621094 281.003906 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 43.835938 190.925781 L 45 161.667969 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 45.566406 147.414062 L 49.632812 161.855469 L 40.367188 161.484375 L 45.566406 147.414062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 88.070312 206.722656 L 98.53125 196.429688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 108.699219 186.421875 L 101.78125 199.734375 L 95.277344 193.125 L 108.699219 186.421875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 88.070312 206.722656 L 132.167969 146.089844 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 140.558594 134.554688 L 135.914062 148.816406 L 128.417969 143.363281 L 140.558594 134.554688 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 88.070312 206.722656 L 132.671875 210.726562 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 146.882812 212.003906 L 132.257812 215.34375 L 133.085938 206.109375 L 146.882812 212.003906 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 80.988281 70.238281 L 85.074219 66.875 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 96.089844 57.808594 L 88.019531 70.453125 L 82.128906 63.296875 L 96.089844 57.808594 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 80.988281 70.238281 L 147.175781 127.832031 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 157.9375 137.199219 L 144.132812 131.332031 L 150.21875 124.335938 L 157.9375 137.199219 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 136.1875 229.125 L 151.664062 216.953125 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 162.875 208.132812 L 154.527344 220.597656 L 148.796875 213.308594 L 162.875 208.132812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 136.1875 229.125 L 157.605469 166.714844 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 162.234375 153.222656 L 161.988281 168.21875 L 153.21875 165.210938 L 162.234375 153.222656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 136.1875 229.125 L 111.496094 194.402344 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 103.226562 182.773438 L 115.273438 191.714844 L 107.71875 197.085938 L 103.226562 182.773438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 136.1875 229.125 L 130.8125 255.300781 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 127.941406 269.277344 L 126.269531 254.371094 L 135.351562 256.234375 L 127.941406 269.277344 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 146.480469 156.105469 L 151.171875 104.746094 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 152.46875 90.539062 L 155.785156 105.167969 L 146.554688 104.324219 L 152.46875 90.539062 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 146.480469 156.105469 L 164.855469 166.105469 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 177.386719 172.921875 L 162.640625 170.175781 L 167.070312 162.03125 L 177.386719 172.921875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 112.003906 152.332031 L 110.582031 167.640625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 109.265625 181.847656 L 105.96875 167.210938 L 115.199219 168.070312 L 109.265625 181.847656 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 112.003906 152.332031 L 157.878906 158.167969 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 172.03125 159.96875 L 157.292969 162.765625 L 158.464844 153.570312 L 172.03125 159.96875 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 112.003906 152.332031 L 96.414062 171.554688 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 87.429688 182.632812 L 92.816406 168.632812 L 100.015625 174.472656 L 87.429688 182.632812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 112.003906 152.332031 L 163.210938 169.847656 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 176.707031 174.464844 L 161.710938 174.234375 L 164.710938 165.460938 L 176.707031 174.464844 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.964844 191.695312 L 192.410156 130.941406 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 190.882812 116.757812 L 197.019531 130.445312 L 187.800781 131.4375 L 190.882812 116.757812 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.964844 191.695312 L 134.972656 155.40625 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 122.566406 148.371094 L 137.261719 151.375 L 132.6875 159.4375 L 122.566406 148.371094 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 127.15625 66.128906 L 117.121094 65.367188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 102.898438 64.292969 L 117.472656 60.746094 L 116.773438 69.992188 L 102.898438 64.292969 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 127.15625 66.128906 L 132.027344 63.234375 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 119.761719 70.523438 L 129.660156 59.25 L 134.394531 67.222656 L 119.761719 70.523438 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 127.15625 66.128906 L 158.105469 109.867188 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 166.34375 121.511719 L 154.320312 112.542969 L 161.890625 107.191406 L 166.34375 121.511719 "/>
<path style="fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(70.196078%,80.392157%,89.019608%);stroke-opacity:1;stroke-miterlimit:10;" d="M 127.15625 66.128906 L 129.207031 81.664062 "/>
<path style=" stroke:none;fill-rule:nonzero;fill:rgb(70.196078%,80.392157%,89.019608%);fill-opacity:1;" d="M 131.074219 95.808594 L 124.613281 82.269531 L 133.804688 81.058594 L 131.074219 95.808594 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 113.808594 51.457031 C 113.808594 56.976562 109.332031 61.457031 103.808594 61.457031 C 98.285156 61.457031 93.808594 56.976562 93.808594 51.457031 C 93.808594 45.933594 98.285156 41.457031 103.808594 41.457031 C 109.332031 41.457031 113.808594 45.933594 113.808594 51.457031 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 169.351562 229.511719 C 169.351562 235.03125 164.875 239.511719 159.351562 239.511719 C 153.828125 239.511719 149.351562 235.03125 149.351562 229.511719 C 149.351562 223.988281 153.828125 219.511719 159.351562 219.511719 C 164.875 219.511719 169.351562 223.988281 169.351562 229.511719 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 199.808594 106.816406 C 199.808594 112.339844 195.332031 116.816406 189.808594 116.816406 C 184.285156 116.816406 179.808594 112.339844 179.808594 106.816406 C 179.808594 101.292969 184.285156 96.816406 189.808594 96.816406 C 195.332031 96.816406 199.808594 101.292969 199.808594 106.816406 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 248.507812 210.222656 C 248.507812 215.746094 244.03125 220.222656 238.507812 220.222656 C 232.984375 220.222656 228.507812 215.746094 228.507812 210.222656 C 228.507812 204.699219 232.984375 200.222656 238.507812 200.222656 C 244.03125 200.222656 248.507812 204.699219 248.507812 210.222656 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 86.472656 120.503906 C 86.472656 126.027344 81.996094 130.503906 76.472656 130.503906 C 70.949219 130.503906 66.472656 126.027344 66.472656 120.503906 C 66.472656 114.980469 70.949219 110.503906 76.472656 110.503906 C 81.996094 110.503906 86.472656 114.980469 86.472656 120.503906 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 299 126.757812 C 299 132.28125 294.523438 136.757812 289 136.757812 C 283.476562 136.757812 279 132.28125 279 126.757812 C 279 121.234375 283.476562 116.757812 289 116.757812 C 294.523438 116.757812 299 121.234375 299 126.757812 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 118.339844 191.804688 C 118.339844 197.324219 113.863281 201.804688 108.339844 201.804688 C 102.816406 201.804688 98.339844 197.324219 98.339844 191.804688 C 98.339844 186.28125 102.816406 181.804688 108.339844 181.804688 C 113.863281 181.804688 118.339844 186.28125 118.339844 191.804688 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 100.296875 109.347656 C 100.296875 114.871094 95.816406 119.347656 90.296875 119.347656 C 84.773438 119.347656 80.296875 114.871094 80.296875 109.347656 C 80.296875 103.824219 84.773438 99.347656 90.296875 99.347656 C 95.816406 99.347656 100.296875 103.824219 100.296875 109.347656 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 119.519531 252.554688 C 119.519531 258.078125 115.039062 262.554688 109.519531 262.554688 C 103.996094 262.554688 99.519531 258.078125 99.519531 252.554688 C 99.519531 247.035156 103.996094 242.554688 109.519531 242.554688 C 115.039062 242.554688 119.519531 247.035156 119.519531 252.554688 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 208.5 154.683594 C 208.5 160.207031 204.023438 164.683594 198.5 164.683594 C 192.976562 164.683594 188.5 160.207031 188.5 154.683594 C 188.5 149.160156 192.976562 144.683594 198.5 144.683594 C 204.023438 144.683594 208.5 149.160156 208.5 154.683594 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 207.636719 60.589844 C 207.636719 66.113281 203.15625 70.589844 197.636719 70.589844 C 192.113281 70.589844 187.636719 66.113281 187.636719 60.589844 C 187.636719 55.066406 192.113281 50.589844 197.636719 50.589844 C 203.15625 50.589844 207.636719 55.066406 207.636719 60.589844 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 116.144531 216.996094 C 116.144531 222.519531 111.667969 226.996094 106.144531 226.996094 C 100.621094 226.996094 96.144531 222.519531 96.144531 216.996094 C 96.144531 211.472656 100.621094 206.996094 106.144531 206.996094 C 111.667969 206.996094 116.144531 211.472656 116.144531 216.996094 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 248.570312 97.53125 C 248.570312 103.054688 244.09375 107.53125 238.570312 107.53125 C 233.046875 107.53125 228.570312 103.054688 228.570312 97.53125 C 228.570312 92.011719 233.046875 87.53125 238.570312 87.53125 C 244.09375 87.53125 248.570312 92.011719 248.570312 97.53125 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 54.054688 88.722656 C 54.054688 94.242188 49.578125 98.722656 44.054688 98.722656 C 38.53125 98.722656 34.054688 94.242188 34.054688 88.722656 C 34.054688 83.199219 38.53125 78.722656 44.054688 78.722656 C 49.578125 78.722656 54.054688 83.199219 54.054688 88.722656 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 123.867188 143.4375 C 123.867188 148.960938 119.390625 153.4375 113.867188 153.4375 C 108.34375 153.4375 103.867188 148.960938 103.867188 143.4375 C 103.867188 137.914062 108.34375 133.4375 113.867188 133.4375 C 119.390625 133.4375 123.867188 137.914062 123.867188 143.4375 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 163.378906 80.582031 C 163.378906 86.105469 158.902344 90.582031 153.378906 90.582031 C 147.855469 90.582031 143.378906 86.105469 143.378906 80.582031 C 143.378906 75.058594 147.855469 70.582031 153.378906 70.582031 C 158.902344 70.582031 163.378906 75.058594 163.378906 80.582031 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 246.324219 141.726562 C 246.324219 147.25 241.847656 151.726562 236.324219 151.726562 C 230.800781 151.726562 226.324219 147.25 226.324219 141.726562 C 226.324219 136.203125 230.800781 131.726562 236.324219 131.726562 C 241.847656 131.726562 246.324219 136.203125 246.324219 141.726562 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.808594 83.699219 C 198.808594 89.222656 194.332031 93.699219 188.808594 93.699219 C 183.285156 93.699219 178.808594 89.222656 178.808594 83.699219 C 178.808594 78.175781 183.285156 73.699219 188.808594 73.699219 C 194.332031 73.699219 198.808594 78.175781 198.808594 83.699219 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 268.125 168.113281 C 268.125 173.636719 263.648438 178.113281 258.125 178.113281 C 252.601562 178.113281 248.125 173.636719 248.125 168.113281 C 248.125 162.589844 252.601562 158.113281 258.125 158.113281 C 263.648438 158.113281 268.125 162.589844 268.125 168.113281 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 191.949219 161.230469 C 191.949219 166.753906 187.472656 171.230469 181.949219 171.230469 C 176.429688 171.230469 171.949219 166.753906 171.949219 161.230469 C 171.949219 155.707031 176.429688 151.230469 181.949219 151.230469 C 187.472656 151.230469 191.949219 155.707031 191.949219 161.230469 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 279.417969 241.058594 C 279.417969 246.582031 274.941406 251.058594 269.417969 251.058594 C 263.894531 251.058594 259.417969 246.582031 259.417969 241.058594 C 259.417969 235.535156 263.894531 231.058594 269.417969 231.058594 C 274.941406 231.058594 279.417969 235.535156 279.417969 241.058594 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 120.53125 129.265625 C 120.53125 134.789062 116.054688 139.265625 110.53125 139.265625 C 105.007812 139.265625 100.53125 134.789062 100.53125 129.265625 C 100.53125 123.742188 105.007812 119.265625 110.53125 119.265625 C 116.054688 119.265625 120.53125 123.742188 120.53125 129.265625 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 239.566406 177.484375 C 239.566406 183.007812 235.089844 187.484375 229.566406 187.484375 C 224.046875 187.484375 219.566406 183.007812 219.566406 177.484375 C 219.566406 171.964844 224.046875 167.484375 229.566406 167.484375 C 235.089844 167.484375 239.566406 171.964844 239.566406 177.484375 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 137.085938 257.132812 C 137.085938 262.65625 132.609375 267.132812 127.085938 267.132812 C 121.5625 267.132812 117.085938 262.65625 117.085938 257.132812 C 117.085938 251.613281 121.5625 247.132812 127.085938 247.132812 C 132.609375 247.132812 137.085938 251.613281 137.085938 257.132812 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 129.378906 225.863281 C 129.378906 231.386719 124.902344 235.863281 119.378906 235.863281 C 113.855469 235.863281 109.378906 231.386719 109.378906 225.863281 C 109.378906 220.339844 113.855469 215.863281 119.378906 215.863281 C 124.902344 215.863281 129.378906 220.339844 129.378906 225.863281 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 64.011719 162.570312 C 64.011719 168.089844 59.535156 172.570312 54.011719 172.570312 C 48.488281 172.570312 44.011719 168.089844 44.011719 162.570312 C 44.011719 157.046875 48.488281 152.570312 54.011719 152.570312 C 59.535156 152.570312 64.011719 157.046875 64.011719 162.570312 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 78.019531 187.027344 C 78.019531 192.550781 73.542969 197.027344 68.019531 197.027344 C 62.496094 197.027344 58.019531 192.550781 58.019531 187.027344 C 58.019531 181.507812 62.496094 177.027344 68.019531 177.027344 C 73.542969 177.027344 78.019531 181.507812 78.019531 187.027344 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 125.824219 179.40625 C 125.824219 184.929688 121.347656 189.40625 115.824219 189.40625 C 110.300781 189.40625 105.824219 184.929688 105.824219 179.40625 C 105.824219 173.882812 110.300781 169.40625 115.824219 169.40625 C 121.347656 169.40625 125.824219 173.882812 125.824219 179.40625 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 91.128906 190.398438 C 91.128906 195.921875 86.652344 200.398438 81.128906 200.398438 C 75.609375 200.398438 71.128906 195.921875 71.128906 190.398438 C 71.128906 184.878906 75.609375 180.398438 81.128906 180.398438 C 86.652344 180.398438 91.128906 184.878906 91.128906 190.398438 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 82.292969 229.960938 C 82.292969 235.484375 77.816406 239.960938 72.292969 239.960938 C 66.769531 239.960938 62.292969 235.484375 62.292969 229.960938 C 62.292969 224.4375 66.769531 219.960938 72.292969 219.960938 C 77.816406 219.960938 82.292969 224.4375 82.292969 229.960938 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 80.261719 147.964844 C 80.261719 153.488281 75.785156 157.964844 70.261719 157.964844 C 64.738281 157.964844 60.261719 153.488281 60.261719 147.964844 C 60.261719 142.445312 64.738281 137.964844 70.261719 137.964844 C 75.785156 137.964844 80.261719 142.445312 80.261719 147.964844 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 161.707031 137.828125 C 161.707031 143.351562 157.230469 147.828125 151.707031 147.828125 C 146.183594 147.828125 141.707031 143.351562 141.707031 137.828125 C 141.707031 132.304688 146.183594 127.828125 151.707031 127.828125 C 157.230469 127.828125 161.707031 132.304688 161.707031 137.828125 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 163.480469 179.296875 C 163.480469 184.820312 159.003906 189.296875 153.480469 189.296875 C 147.957031 189.296875 143.480469 184.820312 143.480469 179.296875 C 143.480469 173.773438 147.957031 169.296875 153.480469 169.296875 C 159.003906 169.296875 163.480469 173.773438 163.480469 179.296875 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 213.1875 211.535156 C 213.1875 217.058594 208.710938 221.535156 203.1875 221.535156 C 197.667969 221.535156 193.1875 217.058594 193.1875 211.535156 C 193.1875 206.011719 197.667969 201.535156 203.1875 201.535156 C 208.710938 201.535156 213.1875 206.011719 213.1875 211.535156 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 177.746094 102.996094 C 177.746094 108.519531 173.269531 112.996094 167.746094 112.996094 C 162.226562 112.996094 157.746094 108.519531 157.746094 102.996094 C 157.746094 97.472656 162.226562 92.996094 167.746094 92.996094 C 173.269531 92.996094 177.746094 97.472656 177.746094 102.996094 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 55.964844 137.421875 C 55.964844 142.945312 51.488281 147.421875 45.964844 147.421875 C 40.441406 147.421875 35.964844 142.945312 35.964844 137.421875 C 35.964844 131.898438 40.441406 127.421875 45.964844 127.421875 C 51.488281 127.421875 55.964844 131.898438 55.964844 137.421875 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 197.871094 227.113281 C 197.871094 232.636719 193.394531 237.113281 187.871094 237.113281 C 182.347656 237.113281 177.871094 232.636719 177.871094 227.113281 C 177.871094 221.59375 182.347656 217.113281 187.871094 217.113281 C 193.394531 217.113281 197.871094 221.59375 197.871094 227.113281 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 280.425781 103.257812 C 280.425781 108.78125 275.949219 113.257812 270.425781 113.257812 C 264.902344 113.257812 260.425781 108.78125 260.425781 103.257812 C 260.425781 97.734375 264.902344 93.257812 270.425781 93.257812 C 275.949219 93.257812 280.425781 97.734375 280.425781 103.257812 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 196.34375 236.082031 C 196.34375 241.605469 191.867188 246.082031 186.34375 246.082031 C 180.820312 246.082031 176.34375 241.605469 176.34375 236.082031 C 176.34375 230.558594 180.820312 226.082031 186.34375 226.082031 C 191.867188 226.082031 196.34375 230.558594 196.34375 236.082031 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 142.652344 184.300781 C 142.652344 189.824219 138.175781 194.300781 132.652344 194.300781 C 127.128906 194.300781 122.652344 189.824219 122.652344 184.300781 C 122.652344 178.777344 127.128906 174.300781 132.652344 174.300781 C 138.175781 174.300781 142.652344 178.777344 142.652344 184.300781 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 102.925781 63.535156 C 102.925781 69.058594 98.449219 73.535156 92.925781 73.535156 C 87.402344 73.535156 82.925781 69.058594 82.925781 63.535156 C 82.925781 58.015625 87.402344 53.535156 92.925781 53.535156 C 98.449219 53.535156 102.925781 58.015625 102.925781 63.535156 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 249.824219 118.257812 C 249.824219 123.78125 245.347656 128.257812 239.824219 128.257812 C 234.300781 128.257812 229.824219 123.78125 229.824219 118.257812 C 229.824219 112.734375 234.300781 108.257812 239.824219 108.257812 C 245.347656 108.257812 249.824219 112.734375 249.824219 118.257812 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 155.59375 65.09375 C 155.59375 70.613281 151.117188 75.09375 145.59375 75.09375 C 140.070312 75.09375 135.59375 70.613281 135.59375 65.09375 C 135.59375 59.570312 140.070312 55.09375 145.59375 55.09375 C 151.117188 55.09375 155.59375 59.570312 155.59375 65.09375 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 156.4375 126.464844 C 156.4375 131.988281 151.960938 136.464844 146.4375 136.464844 C 140.917969 136.464844 136.4375 131.988281 136.4375 126.464844 C 136.4375 120.941406 140.917969 116.464844 146.4375 116.464844 C 151.960938 116.464844 156.4375 120.941406 156.4375 126.464844 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 94.222656 248.425781 C 94.222656 253.949219 89.742188 258.425781 84.222656 258.425781 C 78.699219 258.425781 74.222656 253.949219 74.222656 248.425781 C 74.222656 242.902344 78.699219 238.425781 84.222656 238.425781 C 89.742188 238.425781 94.222656 242.902344 94.222656 248.425781 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 236.042969 183.199219 C 236.042969 188.722656 231.566406 193.199219 226.042969 193.199219 C 220.523438 193.199219 216.042969 188.722656 216.042969 183.199219 C 216.042969 177.679688 220.523438 173.199219 226.042969 173.199219 C 231.566406 173.199219 236.042969 177.679688 236.042969 183.199219 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 208.707031 243.214844 C 208.707031 248.738281 204.230469 253.214844 198.707031 253.214844 C 193.183594 253.214844 188.707031 248.738281 188.707031 243.214844 C 188.707031 237.691406 193.183594 233.214844 198.707031 233.214844 C 204.230469 233.214844 208.707031 237.691406 208.707031 243.214844 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 57.289062 230.980469 C 57.289062 236.503906 52.8125 240.980469 47.289062 240.980469 C 41.765625 240.980469 37.289062 236.503906 37.289062 230.980469 C 37.289062 225.457031 41.765625 220.980469 47.289062 220.980469 C 52.8125 220.980469 57.289062 225.457031 57.289062 230.980469 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 155.484375 213.851562 C 155.484375 219.375 151.007812 223.851562 145.484375 223.851562 C 139.960938 223.851562 135.484375 219.375 135.484375 213.851562 C 135.484375 208.328125 139.960938 203.851562 145.484375 203.851562 C 151.007812 203.851562 155.484375 208.328125 155.484375 213.851562 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 189.296875 71.382812 C 189.296875 76.902344 184.820312 81.382812 179.296875 81.382812 C 173.773438 81.382812 169.296875 76.902344 169.296875 71.382812 C 169.296875 65.859375 173.773438 61.382812 179.296875 61.382812 C 184.820312 61.382812 189.296875 65.859375 189.296875 71.382812 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 167.625 164.117188 C 167.625 169.640625 163.148438 174.117188 157.625 174.117188 C 152.101562 174.117188 147.625 169.640625 147.625 164.117188 C 147.625 158.59375 152.101562 154.117188 157.625 154.117188 C 163.148438 154.117188 167.625 158.59375 167.625 164.117188 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 215.183594 122.597656 C 215.183594 128.121094 210.707031 132.597656 205.183594 132.597656 C 199.664062 132.597656 195.183594 128.121094 195.183594 122.597656 C 195.183594 117.074219 199.664062 112.597656 205.183594 112.597656 C 210.707031 112.597656 215.183594 117.074219 215.183594 122.597656 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 238 157.257812 C 238 162.78125 233.523438 167.257812 228 167.257812 C 222.476562 167.257812 218 162.78125 218 157.257812 C 218 151.734375 222.476562 147.257812 228 147.257812 C 233.523438 147.257812 238 151.734375 238 157.257812 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 91.125 139.65625 C 91.125 145.179688 86.648438 149.65625 81.125 149.65625 C 75.601562 149.65625 71.125 145.179688 71.125 139.65625 C 71.125 134.132812 75.601562 129.65625 81.125 129.65625 C 86.648438 129.65625 91.125 134.132812 91.125 139.65625 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 154.070312 96.171875 C 154.070312 101.695312 149.59375 106.171875 144.070312 106.171875 C 138.546875 106.171875 134.070312 101.695312 134.070312 96.171875 C 134.070312 90.652344 138.546875 86.171875 144.070312 86.171875 C 149.59375 86.171875 154.070312 90.652344 154.070312 96.171875 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 173.773438 83.949219 C 173.773438 89.46875 169.296875 93.949219 163.773438 93.949219 C 158.25 93.949219 153.773438 89.46875 153.773438 83.949219 C 153.773438 78.425781 158.25 73.949219 163.773438 73.949219 C 169.296875 73.949219 173.773438 78.425781 173.773438 83.949219 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 64.460938 115.503906 C 64.460938 121.027344 59.984375 125.503906 54.460938 125.503906 C 48.9375 125.503906 44.460938 121.027344 44.460938 115.503906 C 44.460938 109.984375 48.9375 105.503906 54.460938 105.503906 C 59.984375 105.503906 64.460938 109.984375 64.460938 115.503906 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 183.480469 28.25 C 183.480469 33.773438 179.003906 38.25 173.480469 38.25 C 167.957031 38.25 163.480469 33.773438 163.480469 28.25 C 163.480469 22.726562 167.957031 18.25 173.480469 18.25 C 179.003906 18.25 183.480469 22.726562 183.480469 28.25 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 180.738281 201.953125 C 180.738281 207.476562 176.261719 211.953125 170.738281 211.953125 C 165.214844 211.953125 160.738281 207.476562 160.738281 201.953125 C 160.738281 196.429688 165.214844 191.953125 170.738281 191.953125 C 176.261719 191.953125 180.738281 196.429688 180.738281 201.953125 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 204.960938 92.867188 C 204.960938 98.390625 200.480469 102.867188 194.960938 102.867188 C 189.4375 102.867188 184.960938 98.390625 184.960938 92.867188 C 184.960938 87.34375 189.4375 82.867188 194.960938 82.867188 C 200.480469 82.867188 204.960938 87.34375 204.960938 92.867188 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 121.164062 75.628906 C 121.164062 81.152344 116.6875 85.628906 111.164062 85.628906 C 105.640625 85.628906 101.164062 81.152344 101.164062 75.628906 C 101.164062 70.105469 105.640625 65.628906 111.164062 65.628906 C 116.6875 65.628906 121.164062 70.105469 121.164062 75.628906 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 166.839844 212.898438 C 166.839844 218.417969 162.363281 222.898438 156.839844 222.898438 C 151.316406 222.898438 146.839844 218.417969 146.839844 212.898438 C 146.839844 207.375 151.316406 202.898438 156.839844 202.898438 C 162.363281 202.898438 166.839844 207.375 166.839844 212.898438 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 118.550781 95.117188 C 118.550781 100.640625 114.074219 105.117188 108.550781 105.117188 C 103.027344 105.117188 98.550781 100.640625 98.550781 95.117188 C 98.550781 89.59375 103.027344 85.117188 108.550781 85.117188 C 114.074219 85.117188 118.550781 89.59375 118.550781 95.117188 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 198.613281 281.367188 C 198.613281 286.890625 194.136719 291.367188 188.613281 291.367188 C 183.09375 291.367188 178.613281 286.890625 178.613281 281.367188 C 178.613281 275.84375 183.09375 271.367188 188.613281 271.367188 C 194.136719 271.367188 198.613281 275.84375 198.613281 281.367188 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 249.53125 52.785156 C 249.53125 58.308594 245.050781 62.785156 239.53125 62.785156 C 234.007812 62.785156 229.53125 58.308594 229.53125 52.785156 C 229.53125 47.261719 234.007812 42.785156 239.53125 42.785156 C 245.050781 42.785156 249.53125 47.261719 249.53125 52.785156 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 227.976562 166.742188 C 227.976562 172.261719 223.5 176.742188 217.976562 176.742188 C 212.453125 176.742188 207.976562 172.261719 207.976562 166.742188 C 207.976562 161.21875 212.453125 156.742188 217.976562 156.742188 C 223.5 156.742188 227.976562 161.21875 227.976562 166.742188 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 255.238281 188.832031 C 255.238281 194.355469 250.761719 198.832031 245.238281 198.832031 C 239.71875 198.832031 235.238281 194.355469 235.238281 188.832031 C 235.238281 183.308594 239.71875 178.832031 245.238281 178.832031 C 250.761719 178.832031 255.238281 183.308594 255.238281 188.832031 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 249.699219 131.691406 C 249.699219 137.214844 245.222656 141.691406 239.699219 141.691406 C 234.179688 141.691406 229.699219 137.214844 229.699219 131.691406 C 229.699219 126.171875 234.179688 121.691406 239.699219 121.691406 C 245.222656 121.691406 249.699219 126.171875 249.699219 131.691406 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 206.929688 133 C 206.929688 138.523438 202.453125 143 196.929688 143 C 191.40625 143 186.929688 138.523438 186.929688 133 C 186.929688 127.476562 191.40625 123 196.929688 123 C 202.453125 123 206.929688 127.476562 206.929688 133 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 175.480469 143.761719 C 175.480469 149.285156 171.003906 153.761719 165.480469 153.761719 C 159.957031 153.761719 155.480469 149.285156 155.480469 143.761719 C 155.480469 138.238281 159.957031 133.761719 165.480469 133.761719 C 171.003906 133.761719 175.480469 138.238281 175.480469 143.761719 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 141.625 129.253906 C 141.625 134.777344 137.148438 139.253906 131.625 139.253906 C 126.101562 139.253906 121.625 134.777344 121.625 129.253906 C 121.625 123.730469 126.101562 119.253906 131.625 119.253906 C 137.148438 119.253906 141.625 123.730469 141.625 129.253906 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 120.792969 114.484375 C 120.792969 120.007812 116.316406 124.484375 110.792969 124.484375 C 105.269531 124.484375 100.792969 120.007812 100.792969 114.484375 C 100.792969 108.960938 105.269531 104.484375 110.792969 104.484375 C 116.316406 104.484375 120.792969 108.960938 120.792969 114.484375 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 96.289062 158.894531 C 96.289062 164.414062 91.8125 168.894531 86.289062 168.894531 C 80.769531 168.894531 76.289062 164.414062 76.289062 158.894531 C 76.289062 153.371094 80.769531 148.894531 86.289062 148.894531 C 91.8125 148.894531 96.289062 153.371094 96.289062 158.894531 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 229.109375 117.050781 C 229.109375 122.574219 224.632812 127.050781 219.109375 127.050781 C 213.585938 127.050781 209.109375 122.574219 209.109375 117.050781 C 209.109375 111.527344 213.585938 107.050781 219.109375 107.050781 C 224.632812 107.050781 229.109375 111.527344 229.109375 117.050781 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 100.707031 99.300781 C 100.707031 104.824219 96.226562 109.300781 90.707031 109.300781 C 85.183594 109.300781 80.707031 104.824219 80.707031 99.300781 C 80.707031 93.777344 85.183594 89.300781 90.707031 89.300781 C 96.226562 89.300781 100.707031 93.777344 100.707031 99.300781 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 233.96875 204.382812 C 233.96875 209.90625 229.492188 214.382812 223.96875 214.382812 C 218.445312 214.382812 213.96875 209.90625 213.96875 204.382812 C 213.96875 198.859375 218.445312 194.382812 223.96875 194.382812 C 229.492188 194.382812 233.96875 198.859375 233.96875 204.382812 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 103.265625 193.652344 C 103.265625 199.171875 98.789062 203.652344 93.265625 203.652344 C 87.742188 203.652344 83.265625 199.171875 83.265625 193.652344 C 83.265625 188.128906 87.742188 183.652344 93.265625 183.652344 C 98.789062 183.652344 103.265625 188.128906 103.265625 193.652344 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 107.433594 174.625 C 107.433594 180.148438 102.957031 184.625 97.433594 184.625 C 91.910156 184.625 87.433594 180.148438 87.433594 174.625 C 87.433594 169.101562 91.910156 164.625 97.433594 164.625 C 102.957031 164.625 107.433594 169.101562 107.433594 174.625 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 264.410156 151.796875 C 264.410156 157.320312 259.933594 161.796875 254.410156 161.796875 C 248.886719 161.796875 244.410156 157.320312 244.410156 151.796875 C 244.410156 146.273438 248.886719 141.796875 254.410156 141.796875 C 259.933594 141.796875 264.410156 146.273438 264.410156 151.796875 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 135.871094 11 C 135.871094 16.523438 131.394531 21 125.871094 21 C 120.351562 21 115.871094 16.523438 115.871094 11 C 115.871094 5.476562 120.351562 1 125.871094 1 C 131.394531 1 135.871094 5.476562 135.871094 11 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 182.121094 129.675781 C 182.121094 135.199219 177.644531 139.675781 172.121094 139.675781 C 166.597656 139.675781 162.121094 135.199219 162.121094 129.675781 C 162.121094 124.152344 166.597656 119.675781 172.121094 119.675781 C 177.644531 119.675781 182.121094 124.152344 182.121094 129.675781 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 142.382812 105.722656 C 142.382812 111.242188 137.90625 115.722656 132.382812 115.722656 C 126.859375 115.722656 122.382812 111.242188 122.382812 105.722656 C 122.382812 100.199219 126.859375 95.722656 132.382812 95.722656 C 137.90625 95.722656 142.382812 100.199219 142.382812 105.722656 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 175.125 96.515625 C 175.125 102.039062 170.648438 106.515625 165.125 106.515625 C 159.601562 106.515625 155.125 102.039062 155.125 96.515625 C 155.125 90.992188 159.601562 86.515625 165.125 86.515625 C 170.648438 86.515625 175.125 90.992188 175.125 96.515625 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 247.945312 78.285156 C 247.945312 83.808594 243.46875 88.285156 237.945312 88.285156 C 232.425781 88.285156 227.945312 83.808594 227.945312 78.285156 C 227.945312 72.761719 232.425781 68.285156 237.945312 68.285156 C 243.46875 68.285156 247.945312 72.761719 247.945312 78.285156 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 215.730469 94.644531 C 215.730469 100.167969 211.253906 104.644531 205.730469 104.644531 C 200.210938 104.644531 195.730469 100.167969 195.730469 94.644531 C 195.730469 89.121094 200.210938 84.644531 205.730469 84.644531 C 211.253906 84.644531 215.730469 89.121094 215.730469 94.644531 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 172.839844 184.847656 C 172.839844 190.371094 168.363281 194.847656 162.839844 194.847656 C 157.316406 194.847656 152.839844 190.371094 152.839844 184.847656 C 152.839844 179.328125 157.316406 174.847656 162.839844 174.847656 C 168.363281 174.847656 172.839844 179.328125 172.839844 184.847656 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 141.890625 147.703125 C 141.890625 153.226562 137.414062 157.703125 131.890625 157.703125 C 126.367188 157.703125 121.890625 153.226562 121.890625 147.703125 C 121.890625 142.179688 126.367188 137.703125 131.890625 137.703125 C 137.414062 137.703125 141.890625 142.179688 141.890625 147.703125 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 135.929688 279.070312 C 135.929688 284.59375 131.453125 289.070312 125.929688 289.070312 C 120.40625 289.070312 115.929688 284.59375 115.929688 279.070312 C 115.929688 273.550781 120.40625 269.070312 125.929688 269.070312 C 131.453125 269.070312 135.929688 273.550781 135.929688 279.070312 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 196.167969 177.703125 C 196.167969 183.226562 191.691406 187.703125 186.167969 187.703125 C 180.648438 187.703125 176.167969 183.226562 176.167969 177.703125 C 176.167969 172.179688 180.648438 167.703125 186.167969 167.703125 C 191.691406 167.703125 196.167969 172.179688 196.167969 177.703125 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 53.835938 190.925781 C 53.835938 196.449219 49.359375 200.925781 43.835938 200.925781 C 38.3125 200.925781 33.835938 196.449219 33.835938 190.925781 C 33.835938 185.402344 38.3125 180.925781 43.835938 180.925781 C 49.359375 180.925781 53.835938 185.402344 53.835938 190.925781 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 165.460938 289 C 165.460938 294.523438 160.984375 299 155.460938 299 C 149.941406 299 145.460938 294.523438 145.460938 289 C 145.460938 283.476562 149.941406 279 155.460938 279 C 160.984375 279 165.460938 283.476562 165.460938 289 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 98.070312 206.722656 C 98.070312 212.246094 93.59375 216.722656 88.070312 216.722656 C 82.546875 216.722656 78.070312 212.246094 78.070312 206.722656 C 78.070312 201.203125 82.546875 196.722656 88.070312 196.722656 C 93.59375 196.722656 98.070312 201.203125 98.070312 206.722656 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 90.988281 70.238281 C 90.988281 75.761719 86.507812 80.238281 80.988281 80.238281 C 75.464844 80.238281 70.988281 75.761719 70.988281 70.238281 C 70.988281 64.714844 75.464844 60.238281 80.988281 60.238281 C 86.507812 60.238281 90.988281 64.714844 90.988281 70.238281 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 146.1875 229.125 C 146.1875 234.644531 141.710938 239.125 136.1875 239.125 C 130.664062 239.125 126.1875 234.644531 126.1875 229.125 C 126.1875 223.601562 130.664062 219.125 136.1875 219.125 C 141.710938 219.125 146.1875 223.601562 146.1875 229.125 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 21.964844 137.945312 C 21.964844 143.46875 17.488281 147.945312 11.964844 147.945312 C 6.445312 147.945312 1.964844 143.46875 1.964844 137.945312 C 1.964844 132.421875 6.445312 127.945312 11.964844 127.945312 C 17.488281 127.945312 21.964844 132.421875 21.964844 137.945312 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 156.480469 156.105469 C 156.480469 161.628906 152.003906 166.105469 146.480469 166.105469 C 140.957031 166.105469 136.480469 161.628906 136.480469 156.105469 C 136.480469 150.582031 140.957031 146.105469 146.480469 146.105469 C 152.003906 146.105469 156.480469 150.582031 156.480469 156.105469 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 122.003906 152.332031 C 122.003906 157.855469 117.527344 162.332031 112.003906 162.332031 C 106.484375 162.332031 102.003906 157.855469 102.003906 152.332031 C 102.003906 146.808594 106.484375 142.332031 112.003906 142.332031 C 117.527344 142.332031 122.003906 146.808594 122.003906 152.332031 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 208.964844 191.695312 C 208.964844 197.21875 204.484375 201.695312 198.964844 201.695312 C 193.441406 201.695312 188.964844 197.21875 188.964844 191.695312 C 188.964844 186.171875 193.441406 181.695312 198.964844 181.695312 C 204.484375 181.695312 208.964844 186.171875 208.964844 191.695312 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 137.15625 66.128906 C 137.15625 71.652344 132.679688 76.128906 127.15625 76.128906 C 121.636719 76.128906 117.15625 71.652344 117.15625 66.128906 C 117.15625 60.605469 121.636719 56.128906 127.15625 56.128906 C 132.679688 56.128906 137.15625 60.605469 137.15625 66.128906 "/>
<path style="fill-rule:nonzero;fill:rgb(98.431373%,70.588235%,68.235294%);fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;" d="M 21 99.765625 C 21 105.289062 16.523438 109.765625 11 109.765625 C 5.476562 109.765625 1 105.289062 1 99.765625 C 1 94.242188 5.476562 89.765625 11 89.765625 C 16.523438 89.765625 21 94.242188 21 99.765625 "/>
</g>
</svg>

</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>We now run each of the algorithms to solve for a seed set of size $k=10$ and we opt for <code>mc=1000</code> Monte Carlo simulations. (10,000 simulations are commonly used in the literature, but we choose a lower number here so we don't have to wait as long for the results. You may want to try <code>mc=100</code>, as we're not interested in getting the best result but rather in comparing the two methods, so the choice of <code>mc</code> is arbitrary.) Both approaches yield identical seed sets.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[9]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Run algorithms</span>
<span class="n">celf_output</span>   <span class="o">=</span> <span class="n">celf</span><span class="p">(</span><span class="n">G</span><span class="p">,</span><span class="mi">10</span><span class="p">,</span><span class="n">p</span> <span class="o">=</span> <span class="mf">0.1</span><span class="p">,</span><span class="n">mc</span> <span class="o">=</span> <span class="mi">1000</span><span class="p">)</span>
<span class="n">greedy_output</span> <span class="o">=</span> <span class="n">greedy</span><span class="p">(</span><span class="n">G</span><span class="p">,</span><span class="mi">10</span><span class="p">,</span><span class="n">p</span> <span class="o">=</span> <span class="mf">0.1</span><span class="p">,</span><span class="n">mc</span> <span class="o">=</span> <span class="mi">1000</span><span class="p">)</span>

<span class="c1"># Print resulting seed sets</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;celf output:   &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">celf_output</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;greedy output: &quot;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">greedy_output</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>celf output:   [81, 42, 37, 9, 0, 39, 66, 86, 67, 50]
greedy output: [81, 42, 37, 9, 0, 39, 66, 86, 67, 50]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>We now compare the speed of each algorithm. The plot below shows that the computation time of Greedy is larger than CELF for all seed set sizes greater than 1 and the difference in computational times grows exponenitally with the size of the seed set. This is because Greedy must compute the spread of $N-i-1$ nodes in iteration $i$ whereas CELF generally performs far fewer spread computations after the first iteration.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[11]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Plot settings</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">9</span><span class="p">,</span><span class="mi">6</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;lines.linewidth&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">4</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;xtick.bottom&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;ytick.left&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>

<span class="c1"># Plot Computation Time</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">greedy_output</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">+</span><span class="mi">1</span><span class="p">),</span><span class="n">greedy_output</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="n">label</span><span class="o">=</span><span class="s2">&quot;Greedy&quot;</span><span class="p">,</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;#FBB4AE&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">celf_output</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">+</span><span class="mi">1</span><span class="p">),</span><span class="n">celf_output</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="n">label</span><span class="o">=</span><span class="s2">&quot;CELF&quot;</span><span class="p">,</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;#B3CDE3&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Computation Time (Seconds)&#39;</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Size of Seed Set&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Computation Time&#39;</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="mi">2</span><span class="p">);</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="data:image/png;base64,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
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>We can get some further insight into the superior computational efficiency of CELF by observing how many "node lookups" it had to perform during each of the 10 rounds. The list stored in <code>celf_output[3]</code> shows that the first round iterated over all 100 nodes of the network. This is identical to Greedy which is why the graph above shows that the running time is equivalent for $k=1$. However, for subsequent iterations, there are far fewer spread computations because the marginal spread of a node in a previous iteration is a good indicator for its marginal spread in a future iteration. Note the relationship between the values below and the corresponding computation time presented in the graph above. There is a visible jump in the blue line for higher values of the "node lookups".</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[14]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">celf_output</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>[100, 100, 12, 22, 34, 8, 13, 24, 2, 18]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Finally, we plot the resulting expected spread for each seed set size. Of course, both methods yield the same expected spread, which is simply a function of the identical seed sets, but note that the function is concave, which is consistent with the submodularity of the spread function.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[14]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Plot Expected Spread by Seed Set Size</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">greedy_output</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span><span class="o">+</span><span class="mi">1</span><span class="p">),</span><span class="n">greedy_output</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="n">label</span><span class="o">=</span><span class="s2">&quot;Greedy&quot;</span><span class="p">,</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;#FBB4AE&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">celf_output</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span><span class="o">+</span><span class="mi">1</span><span class="p">),</span><span class="n">celf_output</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="n">label</span><span class="o">=</span><span class="s2">&quot;CELF&quot;</span><span class="p">,</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;#B3CDE3&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Size of Seed Set&#39;</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Expected Spread&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Expected Spread&#39;</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="mi">2</span><span class="p">);</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="data:image/png;base64,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
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Conclusion">Conclusion<a class="anchor-link" href="#Conclusion">&#182;</a></h2><p>We implemented both the Greedy and CELF algorithms as simple Python functions and showed the following:</p>
<ul>
<li>Both correctly identify the influential nodes in simple examples</li>
<li>Both result in the same seed set</li>
<li>The CELF algorithm runs a lot faster for any seed set $k&gt;1$.</li>
<li>The speed arises from the fact that after the first round, CELF performs far fewer spread computations than Greedy.</li>
</ul>
<p>The source code for this post is available at its <a href="https://github.com/hautahi/IM_GreedyCELF">Github repository</a>, where you'll also find instructions on how to install igraph plotting functionalities, which a lot of people including myself have run into trouble with.</p>

</div>
</div>
</div>
    </div>
  </div>
</body>

 
</html>