example_distortion.html

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

<title>example_distortion</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;
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}
.notification_widget.success:active,
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fieldset[disabled] .notification_widget.success:hover,
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fieldset[disabled] .notification_widget.success:focus,
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fieldset[disabled] .notification_widget.success.focus {
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.notification_widget.success .badge {
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  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 {
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fieldset[disabled] .notification_widget.info:hover,
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fieldset[disabled] .notification_widget.info:focus,
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.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
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}
.notification_widget.info .badge {
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  background-color: #fff;
}
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  color: #fff;
  background-color: #d9534f;
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fieldset[disabled] .notification_widget.danger:hover,
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fieldset[disabled] .notification_widget.danger.focus {
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.notification_widget.danger .badge {
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div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
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  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);
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  /* Hack which prevents jquery ui resizable from changing top. */
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}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
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div#pager #pager-button-area {
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div#pager #pager-contents {
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  height: 100%;
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div#pager #pager-contents #pager-container {
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  -webkit-box-sizing: border-box;
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div#pager .ui-resizable-handle {
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  border-bottom: 1px solid #cfcfcf;
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}
div#pager .ui-resizable-handle::after {
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  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;
}
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  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 {
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  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;
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  span.checkpoint_status,
  span.autosave_status {
    display: none;
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}
@media (min-width: 768px) and (max-width: 991px) {
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  span.autosave_status {
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}
.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 {
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  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 {
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}
.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 {
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    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
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  to {
    opacity: 1;
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}
@-webkit-keyframes fadeIn {
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  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 {
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  overflow: auto;
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ul.typeahead-list > li > a {
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ul.typeahead-list  > li > a.pull-right {
  float: left !important;
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}
[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;
}
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
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  padding: 8px;
}

div#notebook {
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    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
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}
</style>

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</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Mulitscale-segregation-measures-using-a-KL-divergence-based-method">Mulitscale segregation measures using a KL-divergence based method<a class="anchor-link" href="#Mulitscale-segregation-measures-using-a-KL-divergence-based-method">&#182;</a></h1>
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</div>
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<p>This is an example notebook to demonstrate the use of this particular python module, segregation_distortion. This particular module from the distortion library can be used to calculate similar variations of a segregation measure, the distortion index over an entire city, given the population categories and the coordinates of spatial units. Other libraries are required to be installed before running the code. They are automatically installed when setting up the modules.</p>
<h3 id="Requirements">Requirements<a class="anchor-link" href="#Requirements">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#change indexes names and add a quick description of why the index is useful. </span>
<span class="c1">#unit testing for the class framework</span>
<span class="c1">#GIO interface for uploading data and plotting the map</span>
<span class="c1">#make a script for command line</span>
<span class="kn">from</span> <span class="nn">divergence</span> <span class="k">import</span> <span class="n">segregation_distortion</span> <span class="k">as</span> <span class="n">seg</span>
<span class="kn">import</span> <span class="nn">geopandas</span> <span class="k">as</span> <span class="nn">gdp</span>
<span class="kn">import</span> <span class="nn">pandas</span>
<span class="kn">import</span> <span class="nn">itertools</span> <span class="k">as</span> <span class="nn">it</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">timeit</span>
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<h3 id="Read-in-and-analyse-the-data">Read in and analyse the data<a class="anchor-link" href="#Read-in-and-analyse-the-data">&#182;</a></h3><p>Now let's actually read in some data to work with. The module is designed to run with any geolocated data, provided categorial variables are included as well as a geometry columns used by python for plotting and neighbourhood attribution. We will work with 1950 census data from Chicago. This data can be downloaded here (github link). We use Geopandas to load the dataframe. Check for more detailed documentation on Geopandas here (lien internet).</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">geochicago</span><span class="o">=</span><span class="n">gdp</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="s1">&#39;/Users/cdebezenac/Documents/chicago_segregation/data/chicago1950.shp&#39;</span><span class="p">)</span>
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<p>We will want to get a better look at the raw data (although this set has already been cleaned up a bit) to check for empty, redundant cells or any other flaw that could make running our code difficult.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;There are &#39;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">geochicago</span><span class="p">))</span><span class="o">+</span><span class="s1">&#39; tracts in Chicago.</span><span class="se">\n\n</span><span class="s1">&#39;</span><span class="p">,</span><span class="n">geochicago</span><span class="o">.</span><span class="n">head</span><span class="p">(),</span><span class="n">geochicago</span><span class="o">.</span><span class="n">columns</span><span class="p">)</span>
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<pre>There are 937 tracts in Chicago.

       GISJOIN2    SHAPE_AREA TRACT  B0E001  B0E002  B0E003  B0E004  B0E005  \
0  17003100846  2.614179e+06  0846     460     150     105     110     175   
1  17003100867  3.333835e+05  0867      35      35      15      30      85   
2  17003100865  6.513552e+05  0865     125      55      35      45     110   
3  17003100863  7.972477e+04  0863      25      10      10       0      20   
4  17003100864  8.086402e+04  0864      20       5       5       5      10   

   B0E006  B0E007  ...  B0E014  B0E015  Total  White  Nonwhite  Negro  \
0     285     415  ...     140     420  11416  11411         5      4   
1      80     130  ...       5      25   3449   3446         3      0   
2     200     215  ...      30      50   4969   4966         3      3   
3       5      30  ...      10       5    842    842         0      0   
4       5      90  ...      10      20   1013   1013         0      0   

    % White  % Nonwhite   % Negro  \
0  0.999562    0.000438  0.000350   
1  0.999130    0.000870  0.000000   
2  0.999396    0.000604  0.000604   
3  1.000000    0.000000  0.000000   
4  1.000000    0.000000  0.000000   

                                            geometry  
0  POLYGON ((685476.7393863574 509025.6236453776,...  
1  POLYGON ((687619.6943893731 508023.3009851112,...  
2  POLYGON ((686059.3572701956 507863.6809653796,...  
3  POLYGON ((687112.3453625296 508798.6291569208,...  
4  POLYGON ((687515.20576993 508834.0681936329, 6...  

[5 rows x 26 columns] Index([&#39;GISJOIN2&#39;, &#39;SHAPE_AREA&#39;, &#39;TRACT&#39;, &#39;B0E001&#39;, &#39;B0E002&#39;, &#39;B0E003&#39;,
       &#39;B0E004&#39;, &#39;B0E005&#39;, &#39;B0E006&#39;, &#39;B0E007&#39;, &#39;B0E008&#39;, &#39;B0E009&#39;, &#39;B0E010&#39;,
       &#39;B0E011&#39;, &#39;B0E012&#39;, &#39;B0E013&#39;, &#39;B0E014&#39;, &#39;B0E015&#39;, &#39;Total&#39;, &#39;White&#39;,
       &#39;Nonwhite&#39;, &#39;Negro&#39;, &#39;% White&#39;, &#39;% Nonwhite&#39;, &#39;% Negro&#39;, &#39;geometry&#39;],
      dtype=&#39;object&#39;)
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<p>After a quick look at the variable dictionary, we can start to understand the data. The first columns represent administrative code for the area, the 'B0...' columns are attributed to income groups and the 'White','Nonwhite','Negro' represent the ethnic affiliation count in each tract. We note that 'Nonwhite' accounts for 'Negro' as well as others and that the 1950 naming convention is somewhat out of date.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#seperate other from black</span>
<span class="n">geochicago</span><span class="p">[</span><span class="s1">&#39;Other&#39;</span><span class="p">]</span><span class="o">=</span><span class="n">geochicago</span><span class="p">[</span><span class="s1">&#39;Nonwhite&#39;</span><span class="p">]</span><span class="o">-</span><span class="n">geochicago</span><span class="p">[</span><span class="s1">&#39;Negro&#39;</span><span class="p">]</span>
<span class="n">geochicago</span><span class="p">[</span><span class="s1">&#39;% Other&#39;</span><span class="p">]</span><span class="o">=</span><span class="n">geochicago</span><span class="p">[</span><span class="s1">&#39;% Nonwhite&#39;</span><span class="p">]</span><span class="o">-</span><span class="n">geochicago</span><span class="p">[</span><span class="s1">&#39;% Negro&#39;</span><span class="p">]</span>
<span class="c1">#rename a column</span>
<span class="n">geochicago</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;Negro&#39;</span><span class="p">:</span><span class="s1">&#39;Black&#39;</span><span class="p">},</span><span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<h3 id="Create-the-city-framework-for-segregation-analysis">Create the city framework for segregation analysis<a class="anchor-link" href="#Create-the-city-framework-for-segregation-analysis">&#182;</a></h3><p>Let's now initialise our divergence object used as a city frame for the calculation of the indices. If we want to calculate the local indices for one single unit, we create an instance of the class LocalDivergenceProfile. If we wish to compare measures over all tracts, we use the DivergenceProfiles class from the div module. Initially, its attributes are: the dataframe given as a parameter, the variable names used for the population segmentation, the size of the city, the shape of the city, the coordinates of all units, a Demographics instance (see below), sup_distortion which is the greatest segregation index possible given the overall statistics of the city. The latter is used to normalise local indices.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">distortion_chicago</span><span class="o">=</span><span class="n">seg</span><span class="o">.</span><span class="n">DivergenceProfiles</span><span class="p">(</span><span class="n">geochicago</span><span class="p">,[</span><span class="s1">&#39;White&#39;</span><span class="p">,</span><span class="s1">&#39;Black&#39;</span><span class="p">,</span><span class="s1">&#39;Other&#39;</span><span class="p">])</span>
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<pre>14 spatial units have been left out because of null values over all groups. Check your data or continue.
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<pre>/Users/cdebezenac/Documents/distortion/divergence/segregation_distortion.py:50: RuntimeWarning: divide by zero encountered in log
  log_relative_cumul = np.log(relative_cumul_proportions)
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<h3 id="Initialise-the-neighbourhood-structure-to-compute-the-divergence-profiles">Initialise the neighbourhood structure to compute the divergence profiles<a class="anchor-link" href="#Initialise-the-neighbourhood-structure-to-compute-the-divergence-profiles">&#182;</a></h3><p>The max_distortion index and the excepted_divergence indices are both spatial. Therefore, before calculating anything (see help(LocalDivergenceProfile) for detailed computation of indices) we will need to set up a neighbourhood structure with the set_neighbourhood() method. Keeping this example simple, we will simple use the default distance measure which is the crow distance between centroids of tracts. This method is quite computationnaly expensive as it orders all 937 neighbours of all 937 tracts! It has been sped up since previous versions by vectorising operations as much as possible using numpy. Parallelising the code could optimise it further but this technique has not been explored here. Nevertheless, from several hours (up to a whole day in the first tries), this will take a dozen seconds on the Chicago data. Note that the complexity is not linear, trying it out on London for example, with well over 1000 units will considerably slow down the process.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">%</span><span class="k">time</span> distortion_chicago.set_neighbourhood(path=&#39;euclidean&#39;)
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<pre>CPU times: user 12.9 s, sys: 9.62 ms, total: 12.9 s
Wall time: 12.9 s
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<p>Once the structure is known, the bulk of the work is done! The rest is numpy array operations on population counts (see divergence documentation for more detail). Setting the KL divergence profiles for all 937 units will only take a few seconds more!</p>

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<pre>CPU times: user 6.93 s, sys: 16.8 ms, total: 6.95 s
Wall time: 6.95 s
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<h3 id="Update-the-data">Update the data<a class="anchor-link" href="#Update-the-data">&#182;</a></h3><p>Now we could use the raw data included in the DivergenceProfiles object, but we would rather use something we can actually plot easily using the basic geopandas library. So let's update the dataframe we fed into the city object and add columns representing the local variables and check if realistic indices have been added to the end. You may get a SettingWithCopyWarning when updating. While this should usually never be overlooked, this is raised because the attribute dataframe is a copy of the original one the user actually loads as a parameter.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">distortion_chicago</span><span class="o">.</span><span class="n">update_data</span><span class="p">()</span>
<span class="c1">#distortion_chicago.dataframe.head()</span>
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<h3 id="View-the-results">View the results<a class="anchor-link" href="#View-the-results">&#182;</a></h3><p>Essentially, what the algorithm is doing to compute the local indices is summarise local profiles (described in the divergence documentation: max_index will average the superiour envelope of the profile). These trajectories can hide very relevant information on segregation as well as geographic patterns (neighbourhood definition for instance). For an overview, let's plot all of these.</p>
<h4 id="Profiles">Profiles<a class="anchor-link" href="#Profiles">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">distortion_chicago</span><span class="o">.</span><span class="n">plot_profiles</span><span class="p">([</span><span class="n">i</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="mi">920</span><span class="p">)],(</span><span class="mi">10</span><span class="p">,</span><span class="mi">6</span><span class="p">))</span>
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<div class="prompt input_prompt">In&nbsp;[10]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#isolate fewer profiles, here the profile of the unit indexed by 0:</span>
<span class="n">distortion_chicago</span><span class="o">.</span><span class="n">plot_profiles</span><span class="p">([</span><span class="mi">0</span><span class="p">],(</span><span class="mi">10</span><span class="p">,</span><span class="mi">6</span><span class="p">))</span>
</pre></div>

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


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<img 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<h4 id="Index-distribution">Index distribution<a class="anchor-link" href="#Index-distribution">&#182;</a></h4><p>Another good way of getting a quick look at the results is to plot the distribution of the indices into histograms available with maplotlib. We will try to plot something a litle nicer than the default python plot and save it on to our computer. This is done with the plot_distribution() method of the DivergenceProfiles class.</p>

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<h4 id="Spatial-representation:-Chicago-map">Spatial representation: Chicago map<a class="anchor-link" href="#Spatial-representation:-Chicago-map">&#182;</a></h4><p>The most interesting attribute of local segregation measures are that you can plot them on to the map of the city using the plot_map() method.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">distortion_chicago</span><span class="o">.</span><span class="n">plot_map</span><span class="p">(</span><span class="n">variable</span><span class="o">=</span><span class="s1">&#39;max_index_normal&#39;</span><span class="p">)</span>
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<p>From this map, we can analyse the segregration trend in Chicago. The red tracts are those that have a high normalised distortion index. The most extreme values reach 45% of the value of the theoretically most segregated Chicago possible! They are visably all clustered in a middle easter area, where the first community of Blacks had settled before moving down south in the second half of the century. Chicago shows very high segregation between White and Black population. Although indices tend to decrease with time due to increased ethnic diversity, it still is one of the most striking examples among US cities.</p>

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<h3 id="Save-the-results">Save the results<a class="anchor-link" href="#Save-the-results">&#182;</a></h3><p>Once the dataframe has been updated it can be saved in shapefile format on to the user's computer by using the GeoPandas framework or using the built-in function in the DivergenceProfiles class, save_dataframe():</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">distortion_chicago</span><span class="o">.</span><span class="n">save_dataframe</span><span class="p">(</span><span class="s1">&#39;distortion_data_chicago&#39;</span><span class="p">)</span>
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