index.html

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

<title>Untitled1</title>

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


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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.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-bold { font-weight: bold; }

    </style>


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

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

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

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Climate-change-opinions'-topic-modelling-with-LDA">Climate change opinions' topic modelling with LDA<a class="anchor-link" href="#Climate-change-opinions'-topic-modelling-with-LDA">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Load the basic libraries. More specific tools will be imported along the way.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[59]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">gspread</span>
<span class="kn">from</span> <span class="nn">oauth2client.service_account</span> <span class="k">import</span> <span class="n">ServiceAccountCredentials</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">string</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Authorize access to Google Sheets</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[6]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">scope</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;https://www.googleapis.com/auth/drive&#39;</span><span class="p">,</span>
        <span class="s1">&#39;https://spreadsheets.google.com/feeds&#39;</span><span class="p">]</span>
<span class="n">credentials</span> <span class="o">=</span> <span class="n">ServiceAccountCredentials</span><span class="o">.</span><span class="n">from_json_keyfile_name</span><span class="p">(</span><span class="s1">&#39;spreadsheets_key2.json&#39;</span><span class="p">,</span> <span class="n">scope</span><span class="p">)</span>
<span class="n">gc</span> <span class="o">=</span> <span class="n">gspread</span><span class="o">.</span><span class="n">authorize</span><span class="p">(</span><span class="n">credentials</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Load the data and save as pandas dataframe.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[7]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">worksheet</span> <span class="o">=</span> <span class="n">gc</span><span class="o">.</span><span class="n">open_by_url</span><span class="p">(</span><span class="s1">&#39;https://docs.google.com/spreadsheets/d/1AEXGgR6iNndiF7UrF0FiyeulJaGh8gaiU5cuG3cJ8OY&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">worksheet</span><span class="p">(</span><span class="s1">&#39;answers table&#39;</span><span class="p">)</span>
<span class="n">txt_lib</span> <span class="o">=</span> <span class="n">worksheet</span><span class="o">.</span><span class="n">get_all_records</span><span class="p">()</span>
<span class="n">df_answers</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">txt_lib</span><span class="p">)</span>
<span class="n">df_answers</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[7]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th></th>
      <th>Answer</th>
      <th>Group</th>
      <th>Question</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>count</th>
      <td>335</td>
      <td>335</td>
      <td>335</td>
      <td>335</td>
    </tr>
    <tr>
      <th>unique</th>
      <td>2</td>
      <td>328</td>
      <td>8</td>
      <td>1</td>
    </tr>
    <tr>
      <th>top</th>
      <td></td>
      <td>trump</td>
      <td>I</td>
      <td>What should be done about climate change?</td>
    </tr>
    <tr>
      <th>freq</th>
      <td>334</td>
      <td>8</td>
      <td>100</td>
      <td>335</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[8]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">nltk</span><span class="p">;</span> <span class="n">nltk</span><span class="o">.</span><span class="n">download</span><span class="p">(</span><span class="s1">&#39;stopwords&#39;</span><span class="p">)</span>
<span class="kn">from</span> <span class="nn">nltk.corpus</span> <span class="k">import</span> <span class="n">stopwords</span>

<span class="kn">import</span> <span class="nn">re</span>
<span class="kn">from</span> <span class="nn">pprint</span> <span class="k">import</span> <span class="n">pprint</span> 
<span class="c1"># pprint provides a capability to “pretty-print” arbitrary Python data structures </span>
<span class="c1">#    in a form which can be used as input to the interpreter</span>

<span class="kn">import</span> <span class="nn">gensim</span>
<span class="c1"># Gensim is a free Python library designed to automatically extract semantic topics </span>
<span class="c1">#    from documents, as efficiently (computer-wise) and painlessly (human-wise) as possible</span>
<span class="kn">import</span> <span class="nn">gensim.corpora</span> <span class="k">as</span> <span class="nn">corpora</span>
<span class="kn">from</span> <span class="nn">gensim.utils</span> <span class="k">import</span> <span class="n">simple_preprocess</span>
<span class="c1"># simple_preprocess is a general utility function to convert a document into a list of </span>
<span class="c1">#    lowercase tokens, ignoring tokens that are too short or too long</span>
<span class="kn">from</span> <span class="nn">gensim.models</span> <span class="k">import</span> <span class="n">CoherenceModel</span>
<span class="c1"># CoherenceModel allows calculating topic coherence for topic models</span>

<span class="c1"># spacy for lemmatization</span>
<span class="kn">import</span> <span class="nn">spacy</span>

<span class="c1"># Plotting tools</span>
<span class="kn">import</span> <span class="nn">pyLDAvis</span> <span class="c1"># Python library for interactive topic model visualization</span>
<span class="kn">import</span> <span class="nn">pyLDAvis.gensim</span>  <span class="c1"># don&#39;t skip this</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="o">%</span><span class="k">matplotlib</span> inline
</pre></div>

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

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


<div class="output_area">

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


<div class="output_subarea output_stream output_stdout output_text">
<pre>[nltk_data] Downloading package stopwords to /Users/Edgar/nltk_data...
[nltk_data]   Package stopwords is already up-to-date!
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>LDA’s approach to topic modeling is it considers each document as a collection of topics in a certain proportion. And each topic as a collection of keywords, again, in a certain proportion.</p>
<p>A topic is nothing but a collection of dominant keywords that are typical representatives. Just by looking at the keywords, you can identify what the topic is all about.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[9]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># NLTK Stop words</span>
<span class="n">stop_words</span> <span class="o">=</span> <span class="n">stopwords</span><span class="o">.</span><span class="n">words</span><span class="p">(</span><span class="s1">&#39;english&#39;</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[11]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Convert to list</span>
<span class="n">opinions</span> <span class="o">=</span> <span class="n">df_answers</span><span class="p">[</span><span class="s1">&#39;Answer&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Remove new line characters</span>
<span class="n">opinions</span> <span class="o">=</span> <span class="p">[</span><span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span><span class="s1">&#39;(\s+|</span><span class="se">\r</span><span class="s1">+|</span><span class="se">\t</span><span class="s1">+)&#39;</span><span class="p">,</span> <span class="s1">&#39; &#39;</span><span class="p">,</span> <span class="n">opinion</span><span class="p">)</span> <span class="k">for</span> <span class="n">opinion</span> <span class="ow">in</span> <span class="n">opinions</span><span class="p">]</span>
<span class="c1"># Remove distracting single quotes</span>
<span class="n">opinions</span> <span class="o">=</span> <span class="p">[</span><span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\&#39;</span><span class="s2">&quot;</span><span class="p">,</span> <span class="s2">&quot;&quot;</span><span class="p">,</span> <span class="n">opinion</span><span class="p">)</span> <span class="k">for</span> <span class="n">opinion</span> <span class="ow">in</span> <span class="n">opinions</span><span class="p">]</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Let’s tokenize each sentence into a list of words, removing punctuations and unnecessary characters altogether.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[16]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">sent_to_words</span><span class="p">(</span><span class="n">sentences</span><span class="p">):</span>
    <span class="k">for</span> <span class="n">sentence</span> <span class="ow">in</span> <span class="n">sentences</span><span class="p">:</span>
        <span class="k">yield</span><span class="p">(</span><span class="n">gensim</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">simple_preprocess</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">sentence</span><span class="p">),</span> <span class="n">deacc</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>  <span class="c1"># deacc=True removes punctuations</span>

<span class="n">opinions_tokens</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">sent_to_words</span><span class="p">(</span><span class="n">opinions</span><span class="p">))</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[17]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">opinions</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
<span class="nb">print</span><span class="p">(</span><span class="n">opinions_tokens</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
</pre></div>

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

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


<div class="output_area">

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


<div class="output_subarea output_stream output_stdout output_text">
<pre>Keep encouraging regulations reducing pollutants into our atmosphere.
[&#39;keep&#39;, &#39;encouraging&#39;, &#39;regulations&#39;, &#39;reducing&#39;, &#39;pollutants&#39;, &#39;into&#39;, &#39;our&#39;, &#39;atmosphere&#39;]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h3 id="Creating-Bigram-and-Trigram-Models">Creating Bigram and Trigram Models<a class="anchor-link" href="#Creating-Bigram-and-Trigram-Models">&#182;</a></h3><p>Bigrams are two words frequently occurring together in the document. Trigrams are 3 words frequently occurring.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Build bigram model</span>
<span class="n">bigram</span> <span class="o">=</span> <span class="n">gensim</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">Phrases</span><span class="p">(</span><span class="n">opinions_tokens</span><span class="p">,</span> <span class="n">min_count</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="n">threshold</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span> <span class="c1"># higher threshold fewer phrases.</span>

<span class="n">trigram</span> <span class="o">=</span> <span class="n">gensim</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">Phrases</span><span class="p">(</span><span class="n">bigram</span><span class="p">[</span><span class="n">opinions_tokens</span><span class="p">],</span> <span class="n">threshold</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span>  
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[19]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Faster way to get a sentence clubbed as a trigram/bigram</span>
<span class="n">bigram_mod</span> <span class="o">=</span> <span class="n">gensim</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">phrases</span><span class="o">.</span><span class="n">Phraser</span><span class="p">(</span><span class="n">bigram</span><span class="p">)</span>
<span class="n">trigram_mod</span> <span class="o">=</span> <span class="n">gensim</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">phrases</span><span class="o">.</span><span class="n">Phraser</span><span class="p">(</span><span class="n">trigram</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Define the functions to remove the stopwords, make bigrams and lemmatization and call them sequentially</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[22]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Define functions for stopwords, bigrams, trigrams and lemmatization</span>
<span class="k">def</span> <span class="nf">remove_stopwords</span><span class="p">(</span><span class="n">texts</span><span class="p">):</span>
    <span class="k">return</span> <span class="p">[[</span><span class="n">word</span> <span class="k">for</span> <span class="n">word</span> <span class="ow">in</span> <span class="n">simple_preprocess</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">doc</span><span class="p">))</span> <span class="k">if</span> <span class="n">word</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">stop_words</span><span class="p">]</span> <span class="k">for</span> <span class="n">doc</span> <span class="ow">in</span> <span class="n">texts</span><span class="p">]</span>

<span class="k">def</span> <span class="nf">make_bigrams</span><span class="p">(</span><span class="n">texts</span><span class="p">):</span>
    <span class="k">return</span> <span class="p">[</span><span class="n">bigram_mod</span><span class="p">[</span><span class="n">doc</span><span class="p">]</span> <span class="k">for</span> <span class="n">doc</span> <span class="ow">in</span> <span class="n">texts</span><span class="p">]</span>

<span class="k">def</span> <span class="nf">make_trigrams</span><span class="p">(</span><span class="n">texts</span><span class="p">):</span>
    <span class="k">return</span> <span class="p">[</span><span class="n">trigram_mod</span><span class="p">[</span><span class="n">bigram_mod</span><span class="p">[</span><span class="n">doc</span><span class="p">]]</span> <span class="k">for</span> <span class="n">doc</span> <span class="ow">in</span> <span class="n">texts</span><span class="p">]</span>

<span class="k">def</span> <span class="nf">lemmatization</span><span class="p">(</span><span class="n">texts</span><span class="p">,</span> <span class="n">allowed_postags</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;NOUN&#39;</span><span class="p">,</span> <span class="s1">&#39;ADJ&#39;</span><span class="p">,</span> <span class="s1">&#39;VERB&#39;</span><span class="p">,</span> <span class="s1">&#39;ADV&#39;</span><span class="p">]):</span>
    <span class="sd">&quot;&quot;&quot;https://spacy.io/api/annotation&quot;&quot;&quot;</span>
    <span class="n">texts_out</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">sent</span> <span class="ow">in</span> <span class="n">texts</span><span class="p">:</span>
        <span class="n">doc</span> <span class="o">=</span> <span class="n">nlp</span><span class="p">(</span><span class="s2">&quot; &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">sent</span><span class="p">))</span> 
        <span class="n">texts_out</span><span class="o">.</span><span class="n">append</span><span class="p">([</span><span class="n">token</span><span class="o">.</span><span class="n">lemma_</span> <span class="k">for</span> <span class="n">token</span> <span class="ow">in</span> <span class="n">doc</span> <span class="k">if</span> <span class="n">token</span><span class="o">.</span><span class="n">pos_</span> <span class="ow">in</span> <span class="n">allowed_postags</span><span class="p">])</span>
    <span class="k">return</span> <span class="n">texts_out</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[23]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Remove Stop Words</span>
<span class="n">opinions_tokens_nostops</span> <span class="o">=</span> <span class="n">remove_stopwords</span><span class="p">(</span><span class="n">opinions_tokens</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">opinions_tokens</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
<span class="nb">print</span><span class="p">(</span><span class="n">opinions_tokens_nostops</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
</pre></div>

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

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


<div class="output_area">

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


<div class="output_subarea output_stream output_stdout output_text">
<pre>[&#39;keep&#39;, &#39;encouraging&#39;, &#39;regulations&#39;, &#39;reducing&#39;, &#39;pollutants&#39;, &#39;into&#39;, &#39;our&#39;, &#39;atmosphere&#39;]
[&#39;keep&#39;, &#39;encouraging&#39;, &#39;regulations&#39;, &#39;reducing&#39;, &#39;pollutants&#39;, &#39;atmosphere&#39;]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[24]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Form Bigrams</span>
<span class="n">opinions_tokens_bigrams</span> <span class="o">=</span> <span class="n">make_bigrams</span><span class="p">(</span><span class="n">opinions_tokens_nostops</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[25]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">nlp</span> <span class="o">=</span> <span class="n">spacy</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s1">&#39;en&#39;</span><span class="p">,</span> <span class="n">disable</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;parser&#39;</span><span class="p">,</span> <span class="s1">&#39;ner&#39;</span><span class="p">])</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[26]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Do lemmatization keeping only noun, adj, vb, adv</span>
<span class="n">opinions_lemmatized</span> <span class="o">=</span> <span class="n">lemmatization</span><span class="p">(</span><span class="n">opinions_tokens_bigrams</span><span class="p">,</span> <span class="n">allowed_postags</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;NOUN&#39;</span><span class="p">,</span> <span class="s1">&#39;ADJ&#39;</span><span class="p">,</span> <span class="s1">&#39;VERB&#39;</span><span class="p">,</span> <span class="s1">&#39;ADV&#39;</span><span class="p">,</span> <span class="s1">&#39;SYM&#39;</span> <span class="p">,</span><span class="s1">&#39;X&#39;</span><span class="p">])</span>

<span class="nb">print</span><span class="p">(</span><span class="n">opinions_tokens</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
<span class="nb">print</span><span class="p">(</span><span class="n">opinions_lemmatized</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
</pre></div>

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

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


<div class="output_area">

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


<div class="output_subarea output_stream output_stdout output_text">
<pre>[&#39;keep&#39;, &#39;encouraging&#39;, &#39;regulations&#39;, &#39;reducing&#39;, &#39;pollutants&#39;, &#39;into&#39;, &#39;our&#39;, &#39;atmosphere&#39;]
[&#39;keep&#39;, &#39;encouraging&#39;, &#39;regulation&#39;, &#39;reduce&#39;, &#39;pollutant&#39;, &#39;atmosphere&#39;]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[30]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Create Dictionary</span>
<span class="n">id2word</span> <span class="o">=</span> <span class="n">corpora</span><span class="o">.</span><span class="n">Dictionary</span><span class="p">(</span><span class="n">opinions_lemmatized</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">id2word</span><span class="p">)</span>
</pre></div>

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

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


<div class="output_area">

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


<div class="output_subarea output_stream output_stdout output_text">
<pre>Dictionary(1920 unique tokens: [&#39;car&#39;, &#39;carbon&#39;, &#39;coal&#39;, &#39;designslarger&#39;, &#39;efficiency&#39;]...)
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[35]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Create Corpus</span>
<span class="n">texts</span> <span class="o">=</span> <span class="n">opinions_lemmatized</span>
<span class="c1"># Term Document Frequency</span>
<span class="n">corpus</span> <span class="o">=</span> <span class="p">[</span><span class="n">id2word</span><span class="o">.</span><span class="n">doc2bow</span><span class="p">(</span><span class="n">text</span><span class="p">)</span> <span class="k">for</span> <span class="n">text</span> <span class="ow">in</span> <span class="n">texts</span><span class="p">]</span>

<span class="c1"># View</span>
<span class="nb">print</span><span class="p">(</span><span class="n">corpus</span><span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="mi">2</span><span class="p">])</span>
</pre></div>

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

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


<div class="output_area">

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


<div class="output_subarea output_stream output_stdout output_text">
<pre>[[(38, 1), (39, 1), (40, 1), (41, 1), (42, 1), (43, 1)]]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>If you want to see what word a given id corresponds to, pass the id as a key to the dictionary.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[36]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">id2word</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[36]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&#39;car&#39;</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Or, you can see a human-readable form of the corpus itself.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[37]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="p">[[(</span><span class="n">id2word</span><span class="p">[</span><span class="nb">id</span><span class="p">],</span> <span class="n">freq</span><span class="p">)</span> <span class="k">for</span> <span class="nb">id</span><span class="p">,</span> <span class="n">freq</span> <span class="ow">in</span> <span class="n">cp</span><span class="p">]</span> <span class="k">for</span> <span class="n">cp</span> <span class="ow">in</span> <span class="n">corpus</span><span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="mi">2</span><span class="p">]]</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[37]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>[[(&#39;atmosphere&#39;, 1),
  (&#39;encouraging&#39;, 1),
  (&#39;keep&#39;, 1),
  (&#39;pollutant&#39;, 1),
  (&#39;reduce&#39;, 1),
  (&#39;regulation&#39;, 1)]]</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h3 id="Create-a-multiple-variations-of-LDA-models">Create a multiple variations of LDA models<a class="anchor-link" href="#Create-a-multiple-variations-of-LDA-models">&#182;</a></h3>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>To train an LDA model, one needs to specify the number of supposed number of topics. Once we have created a model with n number of topics, we can assess the coherence of that model, that is, how interpretable are the clustered topics. We can do this evaluation using the coherence score. Read more about coherence scoring <a href="https://rare-technologies.com/what-is-topic-coherence/">here</a> and <a href="http://svn.aksw.org/papers/2015/WSDM_Topic_Evaluation/public.pdf">here</a>.</p>
<p>We're using <a href="http://mallet.cs.umass.edu/topics.php">Mallet's version</a> of the LDA implementation because it's shown to provide better quality of topics</p>
<p>Gensim provides a wrapper to implement Mallet’s LDA from within Gensim itself. You only need to <a href="https://www.machinelearningplus.com/wp-content/uploads/2018/03/mallet-2.0.8.zip">download the zipfile</a>, unzip it and provide the path to mallet in the unzipped directory to gensim.models.wrappers.LdaMallet.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[65]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#mallet_path = &#39;mallet-2.0.8/bin/mallet&#39; # update this path</span>
<span class="k">def</span> <span class="nf">compute_coherence_values</span><span class="p">(</span><span class="n">dictionary</span><span class="p">,</span> <span class="n">corpus</span><span class="p">,</span> <span class="n">texts</span><span class="p">,</span> <span class="n">limit</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mi">3</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Compute c_v coherence for various number of topics</span>

<span class="sd">    Parameters:</span>
<span class="sd">    ----------</span>
<span class="sd">    dictionary : Gensim dictionary</span>
<span class="sd">    corpus : Gensim corpus</span>
<span class="sd">    texts : List of input texts</span>
<span class="sd">    limit : Max num of topics</span>

<span class="sd">    Returns:</span>
<span class="sd">    -------</span>
<span class="sd">    model_list : List of LDA topic models</span>
<span class="sd">    coherence_values : Coherence values corresponding to the LDA model with respective number of topics</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="n">coherence_values</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="n">model_list</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">num_topics</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">limit</span><span class="p">,</span> <span class="n">step</span><span class="p">):</span>
        <span class="n">model</span> <span class="o">=</span> <span class="n">gensim</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">ldamodel</span><span class="o">.</span><span class="n">LdaModel</span><span class="p">(</span><span class="n">corpus</span><span class="o">=</span><span class="n">corpus</span><span class="p">,</span> <span class="n">num_topics</span><span class="o">=</span><span class="n">num_topics</span><span class="p">,</span> <span class="n">id2word</span><span class="o">=</span><span class="n">id2word</span><span class="p">)</span>
        <span class="n">model_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">model</span><span class="p">)</span>
        <span class="n">coherencemodel</span> <span class="o">=</span> <span class="n">CoherenceModel</span><span class="p">(</span><span class="n">model</span><span class="o">=</span><span class="n">model</span><span class="p">,</span> <span class="n">texts</span><span class="o">=</span><span class="n">texts</span><span class="p">,</span> <span class="n">dictionary</span><span class="o">=</span><span class="n">dictionary</span><span class="p">,</span> <span class="n">coherence</span><span class="o">=</span><span class="s1">&#39;c_v&#39;</span><span class="p">)</span>
        <span class="n">coherence_values</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">coherencemodel</span><span class="o">.</span><span class="n">get_coherence</span><span class="p">())</span>

    <span class="k">return</span> <span class="n">model_list</span><span class="p">,</span> <span class="n">coherence_values</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Can take a long time to run.</span>
<span class="n">model_list</span><span class="p">,</span> <span class="n">coherence_values</span> <span class="o">=</span> <span class="n">compute_coherence_values</span><span class="p">(</span><span class="n">dictionary</span><span class="o">=</span><span class="n">id2word</span><span class="p">,</span> <span class="n">corpus</span><span class="o">=</span><span class="n">corpus</span><span class="p">,</span> <span class="n">texts</span><span class="o">=</span><span class="n">opinions_lemmatized</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">4</span><span class="p">,</span> <span class="n">limit</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span> 
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>If the coherence score seems to keep increasing, it may make better sense to pick the model that gave the highest CV before flattening out.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[69]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Show graph</span>
<span class="n">limit</span><span class="o">=</span><span class="mi">20</span><span class="p">;</span> <span class="n">start</span><span class="o">=</span><span class="mi">4</span><span class="p">;</span> <span class="n">step</span><span class="o">=</span><span class="mi">2</span><span class="p">;</span>
<span class="n">x</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">limit</span><span class="p">,</span> <span class="n">step</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">coherence_values</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Num Topics&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Coherence score&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">((</span><span class="s2">&quot;coherence_values&quot;</span><span class="p">),</span> <span class="n">loc</span><span class="o">=</span><span class="s1">&#39;best&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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

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


<div class="output_area">

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


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

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[70]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Print the coherence scores</span>
<span class="k">for</span> <span class="n">m</span><span class="p">,</span> <span class="n">cv</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">coherence_values</span><span class="p">):</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Num Topics =&quot;</span><span class="p">,</span> <span class="n">m</span><span class="p">,</span> <span class="s2">&quot; has Coherence Value of&quot;</span><span class="p">,</span> <span class="nb">round</span><span class="p">(</span><span class="n">cv</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>
</pre></div>

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

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


<div class="output_area">

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


<div class="output_subarea output_stream output_stdout output_text">
<pre>Num Topics = 4  has Coherence Value of 0.3347
Num Topics = 6  has Coherence Value of 0.3666
Num Topics = 8  has Coherence Value of 0.3692
Num Topics = 10  has Coherence Value of 0.3409
Num Topics = 12  has Coherence Value of 0.3445
Num Topics = 14  has Coherence Value of 0.3459
Num Topics = 16  has Coherence Value of 0.3371
Num Topics = 18  has Coherence Value of 0.336
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h3 id="Optimal-number-of-topics-in-our-case-is-8">Optimal number of topics in our case is 8<a class="anchor-link" href="#Optimal-number-of-topics-in-our-case-is-8">&#182;</a></h3>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[71]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">model_list</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[71]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&lt;gensim.models.ldamodel.LdaModel at 0x1211714e0&gt;</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[72]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Select the model and print the topics</span>
<span class="n">optimal_model</span> <span class="o">=</span> <span class="n">model_list</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span>
<span class="n">model_topics</span> <span class="o">=</span> <span class="n">optimal_model</span><span class="o">.</span><span class="n">show_topics</span><span class="p">(</span><span class="n">formatted</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="n">pprint</span><span class="p">(</span><span class="n">optimal_model</span><span class="o">.</span><span class="n">print_topics</span><span class="p">(</span><span class="n">num_words</span><span class="o">=</span><span class="mi">10</span><span class="p">))</span>
</pre></div>

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

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


<div class="output_area">

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


<div class="output_subarea output_stream output_stdout output_text">
<pre>[(0,
  &#39;0.011*&#34;not&#34; + 0.010*&#34;stop&#34; + 0.009*&#34;people&#34; + 0.008*&#34;make&#34; + 0.008*&#34;do&#34; + &#39;
  &#39;0.007*&#34;need&#34; + 0.006*&#34;climate_change&#34; + 0.006*&#34;energy&#34; + 0.006*&#34;trump&#34; + &#39;
  &#39;0.005*&#34;waste&#34;&#39;),
 (1,
  &#39;0.010*&#34;climate_change&#34; + 0.009*&#34;human&#34; + 0.009*&#34;would&#34; + 0.009*&#34;climate&#34; + &#39;
  &#39;0.008*&#34;nothing&#34; + 0.008*&#34;people&#34; + 0.008*&#34;change&#34; + 0.008*&#34;impact&#34; + &#39;
  &#39;0.007*&#34;carbon&#34; + 0.007*&#34;power&#34;&#39;),
 (2,
  &#39;0.013*&#34;go&#34; + 0.008*&#34;think&#34; + 0.007*&#34;less&#34; + 0.007*&#34;carbon&#34; + 0.007*&#34;good&#34; + &#39;
  &#39;0.006*&#34;make&#34; + 0.006*&#34;source&#34; + 0.006*&#34;get&#34; + 0.006*&#34;climate&#34; + &#39;
  &#39;0.006*&#34;energy&#34;&#39;),
 (3,
  &#39;0.020*&#34;climate_change&#34; + 0.012*&#34;do&#34; + 0.011*&#34;not&#34; + 0.010*&#34;go&#34; + &#39;
  &#39;0.010*&#34;earth&#34; + 0.009*&#34;change&#34; + 0.008*&#34;people&#34; + 0.007*&#34;stop&#34; + &#39;
  &#39;0.007*&#34;capitalism&#34; + 0.006*&#34;nothing&#34;&#39;),
 (4,
  &#39;0.016*&#34;reduce&#34; + 0.013*&#34;emission&#34; + 0.008*&#34;thing&#34; + 0.007*&#34;not&#34; + &#39;
  &#39;0.007*&#34;carbon&#34; + 0.007*&#34;try&#34; + 0.006*&#34;control&#34; + 0.006*&#34;do&#34; + 0.006*&#34;child&#34; &#39;
  &#39;+ 0.006*&#34;population&#34;&#39;),
 (5,
  &#39;0.012*&#34;not&#34; + 0.009*&#34;climate_change&#34; + 0.008*&#34;use&#34; + 0.008*&#34;solution&#34; + &#39;
  &#39;0.008*&#34;do&#34; + 0.007*&#34;make&#34; + 0.007*&#34;thing&#34; + 0.007*&#34;climate&#34; + &#39;
  &#39;0.006*&#34;change&#34; + 0.006*&#34;energy&#34;&#39;),
 (6,
  &#39;0.010*&#34;not&#34; + 0.009*&#34;change&#34; + 0.007*&#34;need&#34; + 0.006*&#34;year&#34; + 0.006*&#34;do&#34; + &#39;
  &#39;0.006*&#34;energy&#34; + 0.005*&#34;can&#34; + 0.005*&#34;think&#34; + 0.005*&#34;start&#34; + 0.005*&#34;fix&#34;&#39;),
 (7,
  &#39;0.015*&#34;stop&#34; + 0.010*&#34;not&#34; + 0.009*&#34;people&#34; + 0.007*&#34;do&#34; + 0.007*&#34;gas&#34; + &#39;
  &#39;0.007*&#34;atmosphere&#34; + 0.006*&#34;emission&#34; + 0.006*&#34;less&#34; + 0.006*&#34;eat&#34; + &#39;
  &#39;0.006*&#34;reduce&#34;&#39;)]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[74]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Visualize the topics</span>
<span class="n">pyLDAvis</span><span class="o">.</span><span class="n">enable_notebook</span><span class="p">()</span>
<span class="n">vis</span> <span class="o">=</span> <span class="n">pyLDAvis</span><span class="o">.</span><span class="n">gensim</span><span class="o">.</span><span class="n">prepare</span><span class="p">(</span><span class="n">optimal_model</span><span class="p">,</span> <span class="n">corpus</span><span class="p">,</span> <span class="n">id2word</span><span class="p">)</span>
<span class="n">vis</span>
</pre></div>

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

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


<div class="output_area">

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


<div class="output_subarea output_stream output_stderr output_text">
<pre>/usr/local/lib/python3.7/site-packages/pyLDAvis/_prepare.py:257: FutureWarning: Sorting because non-concatenation axis is not aligned. A future version
of pandas will change to not sort by default.

To accept the future behavior, pass &#39;sort=False&#39;.

To retain the current behavior and silence the warning, pass &#39;sort=True&#39;.

  return pd.concat([default_term_info] + list(topic_dfs))
</pre>
</div>
</div>

<div class="output_area">

    <div class="prompt output_prompt">Out[74]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">

<link rel="stylesheet" type="text/css" href="https://cdn.rawgit.com/bmabey/pyLDAvis/files/ldavis.v1.0.0.css">


<div id="ldavis_el3003349268510162955193241"></div>
<script type="text/javascript">

var ldavis_el3003349268510162955193241_data = {"mdsDat": {"x": [0.055840982090877275, 0.007924487117965982, -0.02322861478868169, 0.08163112071468254, -0.04905877221548557, 0.0064172200581278545, -0.05421150671894787, -0.025314916258538406], "y": [0.03884854755970337, 0.018712027351451888, 0.006555598350134387, -0.010348282415242797, 0.014420315158759009, -0.09641101922587147, -0.024915982004356418, 0.053138795225421906], "topics": [1, 2, 3, 4, 5, 6, 7, 8], "cluster": [1, 1, 1, 1, 1, 1, 1, 1], "Freq": [18.57404327392578, 17.871671676635742, 15.18437385559082, 15.167236328125, 10.633050918579102, 9.38402271270752, 7.237596035003662, 5.948004722595215]}, "tinfo": {"Category": ["Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic4", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic5", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic6", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic7", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8", "Topic8"], "Freq": [22.0, 21.0, 31.0, 13.0, 52.0, 24.0, 20.0, 12.0, 41.0, 9.0, 13.0, 20.0, 10.0, 8.0, 37.0, 14.0, 14.0, 7.0, 8.0, 10.0, 27.0, 21.0, 10.0, 8.0, 7.0, 5.0, 16.0, 10.0, 11.0, 13.0, 1.786253571510315, 1.786239743232727, 1.7862133979797363, 1.786179780960083, 1.7861762046813965, 1.7861579656600952, 1.7826682329177856, 5.528738021850586, 1.6029826402664185, 1.5390958786010742, 1.5853229761123657, 1.4861836433410645, 2.5347352027893066, 2.6322829723358154, 2.0036981105804443, 1.966681957244873, 1.4354039430618286, 3.243730068206787, 1.9381664991378784, 0.9456835985183716, 0.9456803798675537, 0.9456764459609985, 0.9456754922866821, 0.9456751346588135, 0.9456745386123657, 0.945673942565918, 0.9456729292869568, 0.945670485496521, 0.9456697106361389, 0.9456694722175598, 1.3985419273376465, 1.7862595319747925, 3.4234180450439453, 1.3315590620040894, 6.853881359100342, 7.556316375732422, 22.689607620239258, 1.3844672441482544, 11.844316482543945, 1.4025975465774536, 2.084240198135376, 12.076805114746094, 5.628921031951904, 4.718120098114014, 5.227603912353516, 3.3523638248443604, 3.6351428031921387, 7.342458724975586, 13.583272933959961, 6.11484956741333, 3.9935801029205322, 5.329217433929443, 5.950656890869141, 10.385383605957031, 4.792603015899658, 12.250053405761719, 6.332608222961426, 9.149979591369629, 3.7064616680145264, 5.600916385650635, 6.91414737701416, 5.044619083404541, 8.185873985290527, 6.55333137512207, 6.060954570770264, 6.22612190246582, 5.816673755645752, 5.515889644622803, 4.036079406738281, 4.6949944496154785, 4.302043437957764, 1.9717891216278076, 1.9716777801513672, 1.967166781425476, 1.9514493942260742, 1.917106032371521, 3.735628366470337, 2.8997364044189453, 1.7287178039550781, 1.6923598051071167, 1.6183427572250366, 1.6404439210891724, 1.6077872514724731, 1.0439012050628662, 1.0439013242721558, 1.043898344039917, 1.0438967943191528, 1.0438958406448364, 1.0438932180404663, 1.043892741203308, 1.0438921451568604, 1.0438913106918335, 1.043888807296753, 1.043888807296753, 1.0438868999481201, 1.0438859462738037, 1.0438857078552246, 1.0438841581344604, 1.0438777208328247, 1.0438777208328247, 1.0438692569732666, 1.5595332384109497, 5.086292266845703, 1.9712328910827637, 2.22991943359375, 1.9617416858673096, 1.9717930555343628, 2.9492878913879395, 2.648345947265625, 5.231281757354736, 6.364922523498535, 2.924004316329956, 2.899728775024414, 4.317800045013428, 3.0891573429107666, 6.428863525390625, 1.734599232673645, 8.87938117980957, 3.5212366580963135, 3.735180616378784, 9.152056694030762, 13.332237243652344, 5.077432632446289, 4.396956443786621, 6.130530834197998, 7.772743225097656, 5.8435797691345215, 8.069720268249512, 6.182549953460693, 6.537373065948486, 10.071043968200684, 8.846283912658691, 7.242208003997803, 4.207450866699219, 6.872291564941406, 4.974732398986816, 4.170141696929932, 7.109731197357178, 3.528334140777588, 3.7521345615386963, 4.38948392868042, 4.170277118682861, 5.812859535217285, 3.913484811782837, 4.037900447845459, 4.490980625152588, 4.158907890319824, 4.119293212890625, 1.6880977153778076, 2.5909807682037354, 1.5302156209945679, 0.9327492713928223, 0.9327470064163208, 0.9327471256256104, 0.9327445030212402, 0.9327449202537537, 0.9327429533004761, 0.9327399730682373, 0.9327382445335388, 0.932734489440918, 0.9327258467674255, 0.9327173233032227, 0.9327163100242615, 0.9327154159545898, 0.9327143430709839, 0.9327135682106018, 0.9327122569084167, 0.9327109456062317, 0.9327101707458496, 0.9327070116996765, 0.9327061176300049, 0.9327050447463989, 0.9327028393745422, 0.9327037930488586, 0.9326989650726318, 0.9326965808868408, 0.9326956868171692, 0.9326916337013245, 4.4539313316345215, 5.983161926269531, 2.1086771488189697, 3.504879951477051, 6.148221492767334, 6.60823917388916, 4.045864105224609, 1.6739912033081055, 5.670378684997559, 1.7617658376693726, 14.134841918945312, 3.0017874240875244, 5.035240173339844, 2.767683267593384, 3.5911853313446045, 5.06991720199585, 3.9715280532836914, 6.109032154083252, 2.0129542350769043, 3.4625909328460693, 6.0100178718566895, 3.681453227996826, 2.2775847911834717, 3.5605266094207764, 3.509443521499634, 5.936056137084961, 8.501570701599121, 3.6346473693847656, 4.918699264526367, 9.155397415161133, 4.079107284545898, 3.148625135421753, 5.823389530181885, 6.804221153259277, 4.075442314147949, 5.415247917175293, 5.585641384124756, 4.7829694747924805, 4.947037220001221, 5.066838264465332, 4.802105903625488, 4.627025127410889, 4.289915561676025, 3.9488015174865723, 4.134927272796631, 3.6542916297912598, 1.6553928852081299, 1.6553438901901245, 2.226623058319092, 1.6282111406326294, 1.591221809387207, 1.5133757591247559, 1.5110539197921753, 1.4911898374557495, 1.4882559776306152, 4.953531265258789, 0.8763716220855713, 0.8763659000396729, 0.8763630986213684, 0.8763632774353027, 0.8763623237609863, 0.876359224319458, 0.8763556480407715, 0.8763555884361267, 0.8763535022735596, 0.8763480186462402, 0.8763389587402344, 0.876338005065918, 0.8763369917869568, 0.8763357996940613, 0.8763300180435181, 0.876330554485321, 0.8763216733932495, 0.876317024230957, 0.8763057589530945, 3.8726165294647217, 3.58358097076416, 1.3319337368011475, 1.7182015180587769, 1.6554094552993774, 2.23610782623291, 1.655102252960205, 7.19786262512207, 4.732395172119141, 2.361687183380127, 8.862305641174316, 1.6547921895980835, 1.5699750185012817, 1.6127623319625854, 7.958656311035156, 1.5320487022399902, 1.5873634815216064, 1.5263136625289917, 8.255739212036133, 6.305087566375732, 4.55640983581543, 7.997871398925781, 6.346909523010254, 7.370556831359863, 7.655702590942383, 9.104647636413574, 5.017241954803467, 3.677495002746582, 2.917783737182617, 3.966395854949951, 3.37805438041687, 5.890322685241699, 4.9265336990356445, 5.7711310386657715, 3.2606048583984375, 3.459768533706665, 3.107215404510498, 3.906644821166992, 3.7853012084960938, 3.2014882564544678, 3.0879838466644287, 1.647132158279419, 1.6471002101898193, 1.6464015245437622, 1.5463857650756836, 1.760593056678772, 1.78423011302948, 0.8720143437385559, 0.872013509273529, 0.872009813785553, 0.8720089197158813, 0.8720048666000366, 0.8720009326934814, 0.8719990849494934, 0.8719981908798218, 0.8719992637634277, 0.8719863295555115, 0.8719796538352966, 0.8719783425331116, 0.871973991394043, 0.8719723224639893, 0.8719680309295654, 0.8719655275344849, 0.8719582557678223, 0.8719555139541626, 0.8719427585601807, 0.8719382882118225, 0.8719371557235718, 0.8719355463981628, 0.8719171285629272, 0.8719111084938049, 4.100679397583008, 1.8440302610397339, 1.2530710697174072, 2.757742404937744, 1.4494189023971558, 2.333526134490967, 1.9618701934814453, 2.6485841274261475, 1.4994522333145142, 3.2726783752441406, 2.2926862239837646, 6.8423686027526855, 1.1515417098999023, 2.168829917907715, 7.434647560119629, 2.8083019256591797, 5.393796443939209, 3.0449821949005127, 3.2398502826690674, 5.649806022644043, 1.131618618965149, 1.1299216747283936, 1.12821626663208, 4.510385513305664, 3.14686918258667, 5.1091084480285645, 4.155082702636719, 2.941868782043457, 2.682155132293701, 2.8513951301574707, 2.662466526031494, 4.203346252441406, 2.6645169258117676, 2.7288248538970947, 3.0988850593566895, 2.8430442810058594, 2.4774696826934814, 2.5941147804260254, 2.8560876846313477, 2.645782232284546, 2.4952123165130615, 2.439464569091797, 1.8864500522613525, 1.3778212070465088, 1.3777624368667603, 2.2381789684295654, 1.3114715814590454, 1.2138878107070923, 0.729463517665863, 0.729458212852478, 0.7294559478759766, 0.7294530272483826, 0.7294519543647766, 0.729444682598114, 0.7294440269470215, 0.7294424772262573, 0.7294417023658752, 0.7294420003890991, 0.729439914226532, 0.7294380068778992, 0.7294348478317261, 0.7294330596923828, 0.7294319868087769, 0.7294325232505798, 0.7294323444366455, 0.7294302582740784, 0.7294238805770874, 0.7294225096702576, 0.7294197678565979, 0.7294139862060547, 0.7294137477874756, 0.729413628578186, 1.3316805362701416, 1.0561084747314453, 1.3448034524917603, 3.3827836513519287, 7.520576477050781, 1.2410591840744019, 1.8033621311187744, 3.0729382038116455, 1.4081674814224243, 1.3288570642471313, 3.247605562210083, 2.2074010372161865, 4.64339542388916, 3.926025629043579, 4.250753402709961, 1.3778446912765503, 4.160245418548584, 1.4813003540039062, 2.1154513359069824, 2.5925068855285645, 1.7516950368881226, 1.977853775024414, 1.947318196296692, 1.2464817762374878, 1.8612052202224731, 2.50504732131958, 3.34664249420166, 1.9372364282608032, 3.4513649940490723, 2.420809507369995, 3.2614669799804688, 3.3061883449554443, 2.946380138397217, 2.2879748344421387, 2.3408915996551514, 2.257174015045166, 3.006932497024536, 2.2369046211242676, 2.100648880004883, 2.0201416015625, 1.9118876457214355, 1.731069803237915, 1.7026540040969849, 1.696504831314087, 1.6824989318847656, 1.2966537475585938, 1.2964204549789429, 1.1721338033676147, 1.0840885639190674, 0.6864712834358215, 0.6864602565765381, 0.6864596605300903, 0.6864490509033203, 0.6864356994628906, 0.6864267587661743, 0.6864222288131714, 0.6864193081855774, 0.686418890953064, 0.6864166259765625, 0.6864174604415894, 0.6864071488380432, 0.6864057779312134, 0.6863757371902466, 0.6863498091697693, 0.6863329410552979, 0.6860934495925903, 0.6852931976318359, 0.6524128317832947, 0.6415125131607056, 0.65046626329422, 0.6494412422180176, 1.1557769775390625, 0.9457311630249023, 0.8990124464035034, 1.410416841506958, 2.183570146560669, 2.419156551361084, 1.3225159645080566, 2.7330548763275146, 1.4916235208511353, 1.2184158563613892, 1.329272985458374, 2.3351833820343018, 4.086032867431641, 4.3416948318481445, 3.14125394821167, 1.6692662239074707, 1.296676516532898, 1.701241135597229, 0.9618075489997864, 0.9663839340209961, 1.2240045070648193, 2.3488545417785645, 2.6598446369171143, 1.637209415435791, 2.7004833221435547, 1.4549201726913452, 1.35419762134552, 1.6455610990524292, 1.8193566799163818, 1.7793594598770142, 1.6930150985717773, 1.7329366207122803, 1.6776756048202515, 1.8159236907958984, 1.9510494470596313, 1.6233376264572144, 1.5451916456222534, 1.4736335277557373, 1.479837417602539, 0.5679703950881958, 0.5679660439491272, 0.5679612755775452, 0.5679606795310974, 0.56795734167099, 0.5679569840431213, 0.567952036857605, 0.5679512023925781, 0.5679509043693542, 0.5679447054862976, 0.5679388642311096, 0.5679386258125305, 0.5679342746734619, 0.5679319500923157, 0.567930281162262, 0.5679298639297485, 0.5679235458374023, 0.567913830280304, 0.5679128766059875, 0.5679119825363159, 0.5679106116294861, 0.5679009556770325, 0.5678952932357788, 0.5678742527961731, 0.5678725242614746, 0.5678716897964478, 0.5678539276123047, 0.5678225159645081, 0.5677996873855591, 0.5677856802940369, 5.7290544509887695, 1.5552653074264526, 4.748551368713379, 1.600776195526123, 2.0660159587860107, 1.0726686716079712, 1.2145110368728638, 2.4494194984436035, 2.140993356704712, 0.7331069111824036, 2.082519292831421, 3.0025830268859863, 1.9772160053253174, 2.675605535507202, 1.995569109916687, 1.4660840034484863, 1.6874902248382568, 1.5671526193618774, 1.8352683782577515, 1.5203056335449219, 1.2680790424346924, 1.3705346584320068, 1.6733978986740112, 2.7469699382781982, 1.6185468435287476, 2.001889705657959, 1.0388797521591187, 2.084348440170288, 1.3132104873657227, 0.6762943267822266, 1.785058856010437, 1.5271434783935547, 1.3594281673431396, 1.7791199684143066, 1.6168466806411743, 1.5266367197036743, 1.360064148902893, 1.3978396654129028], "Term": ["reduce", "emission", "go", "child", "not", "carbon", "nothing", "try", "stop", "trump", "year", "human", "control", "fix", "change", "gas", "impact", "population", "meat", "source", "earth", "less", "eat", "scientific", "greenhouse", "other", "future", "can", "something", "atmosphere", "children", "sake", "mankind", "factor", "cope", "handle", "repentance", "life", "define", "open", "argue", "situation", "chance", "collapse", "quit", "decrease", "capita", "city", "shit", "sad", "multiple", "afraid", "lvt", "equal", "misdirection", "preservation", "pigovian", "mode", "program", "impression", "primarily", "implement", "require", "coastal", "child", "capitalism", "climate_change", "timeline", "earth", "financial", "poor", "go", "cause", "fact", "many", "probably", "temperature", "nothing", "do", "resource", "society", "year", "future", "change", "s", "not", "human", "people", "give", "time", "thing", "big", "stop", "need", "solution", "make", "climate", "energy", "really", "use", "clean", "hinder", "priority", "unlikely", "pull", "head", "short", "conservative", "dream", "renewabl", "enterprise", "pipe", "politic", "western", "kind", "like", "log", "bunk", "luck", "transform", "furry", "democratic", "radical", "enabling", "spotted", "owl", "prospect", "specie", "impending", "align", "mobilise", "top", "term", "necessary", "study", "extinction", "discussion", "renewable", "least", "nuclear", "fossil_fuel", "land", "job", "sure", "renewable_energy", "system", "reactor", "solution", "product", "fix", "use", "not", "lot", "cost", "time", "thing", "see", "make", "way", "get", "climate_change", "do", "climate", "affect", "energy", "good", "money", "change", "look", "individual", "take", "believe", "people", "waste", "future", "stop", "would", "need", "irresponsible", "obvious", "subsidize", "catalyst", "crazy", "noticeable", "absorb", "grandchild", "generate", "intellectually", "magic", "lazy", "patriarchy", "offender", "bank", "lease", "installation", "direct", "shell", "boycot", "husbandry", "outdated", "eg", "sue", "pork", "demand", "farm", "beef", "protein", "chicken", "greenhouse", "eat", "feel", "great", "atmosphere", "gas", "meat", "institution", "create", "immediately", "stop", "could", "natural", "help", "food", "also", "affect", "emission", "airshare", "industry", "less", "control", "team", "everything", "fact", "reduce", "people", "air", "clean", "not", "co", "production", "energy", "do", "pollution", "use", "make", "get", "thing", "change", "climate", "go", "think", "big", "solution", "link", "fee", "den", "measurable", "ditch", "powerful", "aaas", "reject", "chaotic", "pass", "scientific", "wasserverbrauch", "pour", "drauf", "oder", "vorne", "gleich", "attention", "besten", "direkt", "adherent", "muss", "nahrwerten", "verpflichtend", "einfuhren", "mit", "bootlicker", "rome", "paech", "club", "care", "show", "physical", "northern", "set", "huge", "heavy", "impact", "science", "move", "human", "flat", "america", "storage", "nothing", "american", "south", "wrong", "would", "power", "real", "climate", "carbon", "change", "people", "climate_change", "way", "world", "scientist", "happen", "try", "stop", "need", "do", "start", "clean", "business", "use", "earth", "know", "system", "politician", "ultimately", "ban", "accord", "friend", "pollutant", "changed", "communicate", "today", "risk", "effectively", "project", "resilience", "initiative", "hunt", "collusion", "buddy", "transportation", "magazine", "article", "week", "battery", "phase", "cabin", "thrust", "drastic", "laugh", "preventative", "foist", "abuse", "trump", "word", "quickly", "spread", "highly", "shift", "listen", "meat", "standard", "waste", "awareness", "stop", "grade", "green", "not", "environment", "make", "may", "much", "people", "classroom", "pond", "path", "need", "capitalism", "do", "energy", "produce", "believe", "government", "planet", "climate_change", "solar", "power", "use", "reduce", "lot", "happen", "earth", "less", "big", "emission", "warming", "everybody", "campus", "agree", "thunderstorm", "paul", "block", "island", "tuvalu", "afford", "disappear", "conservation", "apart", "describe", "edit", "cup", "drawdown", "volunteer", "join", "fishy", "awful", "hawken", "information", "count", "donation", "reasonably", "religious", "objective", "couch", "endowment", "opportunity", "trend", "gain", "source", "go", "fall", "warm", "something", "paper", "dioxide", "world", "global_warming", "think", "good", "less", "decide", "carbon", "little", "state", "tax", "day", "coal", "alternative", "community", "include", "lot", "get", "technology", "make", "gas", "energy", "climate", "need", "bad", "know", "pollution", "climate_change", "would", "see", "use", "solar", "viele", "tun", "gibt", "es", "gradual", "repair", "sind", "zu", "mishmash", "vegetarianism", "mix", "failure", "none", "career", "improvement", "recommendation", "weight", "scan", "rewarding", "contribution", "random", "relliance", "expansion", "fusion", "aman", "pray", "stewardship", "aber", "decan", "expulsion", "relevant", "strategy", "crop", "massive", "fix", "can", "cut", "year", "other", "prepare", "major", "start", "change", "not", "need", "find", "transition", "anything", "geothermal", "rest", "away", "think", "energy", "everything", "do", "possible", "carbon_tax", "much", "would", "get", "see", "way", "nothing", "make", "climate_change", "solution", "emission", "issue", "also", "weakness", "visit", "social", "subject", "ayo", "pro", "justifiable", "bully", "handy", "anxiousness", "pill", "grandchildren", "democracy", "presidency", "suicide", "regardless", "descendant", "eatin", "liquid", "minimal", "senate", "globally", "difficult", "livestock", "pigouvian", "concentrate", "theoretically", "sidewalk", "proactive", "commit", "reduce", "sustainable", "emission", "other", "population", "house", "educate", "try", "control", "shot", "child", "thing", "problem", "carbon", "bad", "allow", "point", "car", "future", "tax", "plant", "production", "take", "not", "also", "earth", "number", "do", "effect", "drastically", "make", "less", "know", "climate_change", "change", "people", "clean", "need"], "Total": [22.0, 21.0, 31.0, 13.0, 52.0, 24.0, 20.0, 12.0, 41.0, 9.0, 13.0, 20.0, 10.0, 8.0, 37.0, 14.0, 14.0, 7.0, 8.0, 10.0, 27.0, 21.0, 10.0, 8.0, 7.0, 5.0, 16.0, 10.0, 11.0, 13.0, 2.4206814765930176, 2.4206788539886475, 2.42067551612854, 2.4206714630126953, 2.420672655105591, 2.420668363571167, 2.4204044342041016, 8.179808616638184, 2.390328884124756, 2.3518073558807373, 2.4415531158447266, 2.341460704803467, 4.02433967590332, 4.188667297363281, 3.203482151031494, 3.1460952758789062, 2.3404674530029297, 5.295557975769043, 3.1983084678649902, 1.5800596475601196, 1.5800586938858032, 1.5800585746765137, 1.5800585746765137, 1.5800588130950928, 1.5800584554672241, 1.5800584554672241, 1.5800577402114868, 1.580057978630066, 1.5800576210021973, 1.5800573825836182, 2.3819994926452637, 3.090959310531616, 6.250208377838135, 2.2855660915374756, 13.636574745178223, 16.014328002929688, 55.86363983154297, 2.4151649475097656, 27.220083236694336, 2.4605274200439453, 3.9078054428100586, 31.071643829345703, 12.812481880187988, 10.419849395751953, 12.112011909484863, 7.006143093109131, 7.879183292388916, 20.073240280151367, 45.903446197509766, 16.017087936401367, 8.937352180480957, 13.629236221313477, 16.09548568725586, 37.34000778198242, 11.864683151245117, 52.80369567871094, 20.72151756286621, 39.85685348510742, 8.43152141571045, 18.765378952026367, 29.48175621032715, 16.787174224853516, 41.90131378173828, 29.388046264648438, 26.483436584472656, 34.17253112792969, 32.652095794677734, 31.329103469848633, 11.755610466003418, 29.913135528564453, 18.343725204467773, 2.595299243927002, 2.595273733139038, 2.594862222671509, 2.5920257568359375, 2.5788662433624268, 5.197065353393555, 4.280351638793945, 2.5522172451019287, 2.54219388961792, 2.4540393352508545, 2.5330231189727783, 2.5565173625946045, 1.6673685312271118, 1.6673691272735596, 1.6673685312271118, 1.6673675775527954, 1.6673675775527954, 1.6673663854599, 1.6673667430877686, 1.6673665046691895, 1.6673662662506104, 1.667365312576294, 1.6673657894134521, 1.667365312576294, 1.667365312576294, 1.6673647165298462, 1.6673649549484253, 1.6673625707626343, 1.6673635244369507, 1.6673614978790283, 2.4990124702453613, 8.457085609436035, 3.331963062286377, 3.8488826751708984, 3.377455711364746, 3.426935911178589, 5.6242876052856445, 4.996683120727539, 11.463366508483887, 14.862760543823242, 5.793618202209473, 5.835680961608887, 9.660784721374512, 6.422994136810303, 16.53347396850586, 3.1609017848968506, 26.483436584472656, 7.9957661628723145, 8.892696380615234, 29.913135528564453, 52.80369567871094, 13.509621620178223, 11.249699592590332, 18.765378952026367, 29.48175621032715, 19.61490249633789, 34.17253112792969, 22.367431640625, 24.736980438232422, 55.86363983154297, 45.903446197509766, 32.652095794677734, 11.600207328796387, 31.329103469848633, 17.624717712402344, 12.248499870300293, 37.34000778198242, 8.71960735321045, 10.233052253723145, 15.832769393920898, 13.828631401062012, 39.85685348510742, 12.480827331542969, 16.09548568725586, 41.90131378173828, 23.65488052368164, 29.388046264648438, 2.3688597679138184, 4.067429065704346, 2.4252684116363525, 1.5685592889785767, 1.568558931350708, 1.5685592889785767, 1.5685584545135498, 1.568559169769287, 1.568558931350708, 1.5685580968856812, 1.5685582160949707, 1.568557620048523, 1.568556785583496, 1.5685564279556274, 1.568555235862732, 1.5685553550720215, 1.5685545206069946, 1.5685545206069946, 1.568555235862732, 1.5685546398162842, 1.5685546398162842, 1.5685542821884155, 1.568554401397705, 1.5685542821884155, 1.568552851676941, 1.568554401397705, 1.5685545206069946, 1.5685534477233887, 1.5685524940490723, 1.5685526132583618, 7.662753105163574, 10.432717323303223, 3.8151161670684814, 6.971748352050781, 13.321640014648438, 14.538917541503906, 8.44099235534668, 3.068591356277466, 12.746428489685059, 3.3255600929260254, 41.90131378173828, 6.914609432220459, 14.843914985656738, 6.742752552032471, 9.697896957397461, 15.887321472167969, 11.600207328796387, 21.12899398803711, 4.5247297286987305, 9.636163711547852, 21.686227798461914, 10.89486312866211, 5.597897052764893, 10.633200645446777, 10.419849395751953, 22.575897216796875, 39.85685348510742, 11.486993789672852, 18.343725204467773, 52.80369567871094, 14.3810453414917, 9.522379875183105, 31.329103469848633, 45.903446197509766, 15.656949043273926, 29.913135528564453, 34.17253112792969, 24.736980438232422, 29.48175621032715, 37.34000778198242, 32.652095794677734, 31.071643829345703, 22.717187881469727, 16.787174224853516, 26.483436584472656, 4.663242816925049, 2.2975313663482666, 2.2975265979766846, 3.0930016040802, 2.302225351333618, 2.3025782108306885, 2.308712959289551, 2.3088743686676025, 2.3105177879333496, 2.3106911182403564, 8.42505931854248, 1.5184800624847412, 1.518479585647583, 1.518479347229004, 1.518480658531189, 1.518479347229004, 1.5184794664382935, 1.518476963043213, 1.5184781551361084, 1.518478512763977, 1.5184799432754517, 1.5184804201126099, 1.5184788703918457, 1.5184789896011353, 1.5184800624847412, 1.5184775590896606, 1.518479347229004, 1.5184797048568726, 1.518479824066162, 1.5184768438339233, 6.833765506744385, 6.37768030166626, 2.3231005668640137, 3.0188379287719727, 2.9078760147094727, 4.001922607421875, 2.9378364086151123, 14.071734428405762, 9.797534942626953, 4.625135898590088, 20.72151756286621, 3.1379570960998535, 2.9608514308929443, 3.0801548957824707, 20.073240280151367, 2.909632444381714, 3.106537342071533, 2.9757182598114014, 23.65488052368164, 17.699007034301758, 13.825133323669434, 32.652095794677734, 24.420089721679688, 37.34000778198242, 39.85685348510742, 55.86363983154297, 22.367431640625, 12.911027908325195, 9.011016845703125, 17.17203140258789, 12.404182434082031, 41.90131378173828, 29.388046264648438, 45.903446197509766, 12.801058769226074, 18.343725204467773, 13.512843132019043, 29.913135528564453, 27.220083236694336, 15.752997398376465, 16.53347396850586, 2.28977108001709, 2.2897675037384033, 2.2897324562072754, 2.2712411880493164, 3.0034520626068115, 3.0455610752105713, 1.5146007537841797, 1.514601707458496, 1.5146005153656006, 1.5146013498306274, 1.514601469039917, 1.514601469039917, 1.5146009922027588, 1.5145999193191528, 1.5146020650863647, 1.5145998001098633, 1.5145994424819946, 1.5145989656448364, 1.514601707458496, 1.5146008729934692, 1.5146021842956543, 1.5145983695983887, 1.51459801197052, 1.51459801197052, 1.5145984888076782, 1.5145981311798096, 1.5145996809005737, 1.5145981311798096, 1.5145992040634155, 1.5145959854125977, 9.274032592773438, 3.6993701457977295, 2.3418030738830566, 6.2005534172058105, 3.0900678634643555, 6.295942783355713, 5.2571563720703125, 8.44099235534668, 3.5741918087005615, 12.480827331542969, 7.046713829040527, 41.90131378173828, 2.371368408203125, 6.66374397277832, 52.80369567871094, 10.59281063079834, 34.17253112792969, 12.810445785522461, 14.57983112335205, 39.85685348510742, 2.37711501121521, 2.37915301322937, 2.3780531883239746, 29.388046264648438, 16.014328002929688, 45.903446197509766, 31.329103469848633, 16.1004581451416, 13.828631401062012, 16.48507308959961, 15.311725616455078, 55.86363983154297, 16.04231834411621, 17.699007034301758, 29.913135528564453, 22.575897216796875, 13.509621620178223, 17.17203140258789, 27.220083236694336, 21.686227798461914, 16.787174224853516, 21.12899398803711, 2.7167956829071045, 2.036306858062744, 2.036315679550171, 3.4355530738830566, 2.0216031074523926, 2.072918176651001, 1.3878648281097412, 1.3878659009933472, 1.3878657817840576, 1.3878662586212158, 1.3878668546676636, 1.3878674507141113, 1.3878686428070068, 1.387868046760559, 1.3878674507141113, 1.387868046760559, 1.3878681659698486, 1.3878681659698486, 1.3878681659698486, 1.387868881225586, 1.387868046760559, 1.3878694772720337, 1.3878700733184814, 1.3878697156906128, 1.3878703117370605, 1.3878694772720337, 1.3878722190856934, 1.3878718614578247, 1.3878718614578247, 1.3878734111785889, 2.6363298892974854, 2.1091556549072266, 2.941326141357422, 10.06506633758545, 31.071643829345703, 2.9074933528900146, 5.102148056030273, 11.407415390014648, 3.6441586017608643, 3.378662109375, 12.911027908325195, 7.303786277770996, 22.717187881469727, 17.624717712402344, 21.686227798461914, 3.7544779777526855, 24.420089721679688, 4.4726786613464355, 8.138602256774902, 11.565853118896484, 6.139700412750244, 7.998918056488037, 7.8500237464904785, 3.624130964279175, 7.676456451416016, 13.509621620178223, 24.736980438232422, 8.331546783447266, 34.17253112792969, 14.538917541503906, 31.329103469848633, 32.652095794677734, 29.388046264648438, 14.21841049194336, 15.752997398376465, 15.656949043273926, 55.86363983154297, 23.65488052368164, 19.61490249633789, 29.913135528564453, 16.04231834411621, 2.539757251739502, 2.534862756729126, 2.53378963470459, 2.5313758850097656, 1.9598872661590576, 1.959944248199463, 1.93838369846344, 1.9231892824172974, 1.3496582508087158, 1.3496609926223755, 1.3496618270874023, 1.3496652841567993, 1.3496674299240112, 1.3496702909469604, 1.3496712446212769, 1.3496712446212769, 1.3496708869934082, 1.3496698141098022, 1.3496718406677246, 1.3496750593185425, 1.3496767282485962, 1.349682331085205, 1.3496887683868408, 1.3496959209442139, 1.3497484922409058, 1.3499445915222168, 1.3625174760818481, 1.3418943881988525, 1.363254189491272, 1.3636399507522583, 2.6473026275634766, 2.1009700298309326, 2.0729992389678955, 4.260985374450684, 8.892696380615234, 10.577596664428711, 4.012434482574463, 13.629236221313477, 5.0350236892700195, 3.6705687046051025, 4.398311138153076, 12.801058769226074, 37.34000778198242, 52.80369567871094, 29.388046264648438, 8.489258766174316, 5.0784101486206055, 9.21571159362793, 2.785132646560669, 2.82119083404541, 4.964686870574951, 22.717187881469727, 31.329103469848633, 10.633200645446777, 45.903446197509766, 8.492382049560547, 6.9888386726379395, 14.57983112335205, 23.65488052368164, 24.736980438232422, 19.61490249633789, 22.367431640625, 20.073240280151367, 34.17253112792969, 55.86363983154297, 26.483436584472656, 21.12899398803711, 12.122746467590332, 15.887321472167969, 1.2443349361419678, 1.2443368434906006, 1.2443395853042603, 1.2443406581878662, 1.2443416118621826, 1.2443422079086304, 1.244344711303711, 1.2443443536758423, 1.244344711303711, 1.244349718093872, 1.2443509101867676, 1.2443510293960571, 1.2443549633026123, 1.2443549633026123, 1.2443552017211914, 1.244356393814087, 1.244361162185669, 1.2443664073944092, 1.2443649768829346, 1.2443673610687256, 1.2443656921386719, 1.2443724870681763, 1.244375467300415, 1.244383692741394, 1.2443851232528687, 1.2443866729736328, 1.2443937063217163, 1.2444133758544922, 1.2444267272949219, 1.244431734085083, 22.575897216796875, 4.764917850494385, 21.12899398803711, 5.0350236892700195, 7.883060455322266, 3.2436323165893555, 4.064099311828613, 12.404182434082031, 10.89486312866211, 1.9374735355377197, 13.636574745178223, 29.48175621032715, 13.307456970214844, 24.420089721679688, 14.21841049194336, 7.943255424499512, 10.77198314666748, 10.111978530883789, 16.09548568725586, 11.565853118896484, 7.909024238586426, 9.522379875183105, 15.832769393920898, 52.80369567871094, 15.887321472167969, 27.220083236694336, 6.515970706939697, 45.903446197509766, 12.781940460205078, 2.042304277420044, 34.17253112792969, 21.686227798461914, 15.752997398376465, 55.86363983154297, 37.34000778198242, 39.85685348510742, 18.343725204467773, 29.388046264648438], "loglift": [30.0, 29.0, 28.0, 27.0, 26.0, 25.0, 24.0, 23.0, 22.0, 21.0, 20.0, 19.0, 18.0, 17.0, 16.0, 15.0, 14.0, 13.0, 12.0, 11.0, 10.0, 9.0, 8.0, 7.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, 1.3795000314712524, 1.3795000314712524, 1.3795000314712524, 1.3794000148773193, 1.3794000148773193, 1.3794000148773193, 1.3775999546051025, 1.291700005531311, 1.2838000059127808, 1.2594000101089478, 1.2516000270843506, 1.2288000583648682, 1.2210999727249146, 1.2188999652862549, 1.2142000198364258, 1.2136000394821167, 1.1944999694824219, 1.1933000087738037, 1.1825000047683716, 1.1700999736785889, 1.1700999736785889, 1.1700999736785889, 1.1700999736785889, 1.1700999736785889, 1.1700999736785889, 1.1700999736785889, 1.1700999736785889, 1.1700999736785889, 1.1700999736785889, 1.1700999736785889, 1.1509000062942505, 1.1349999904632568, 1.0814000368118286, 1.1431000232696533, 0.9955000281333923, 0.9322999715805054, 0.7824000120162964, 1.1269999742507935, 0.8513000011444092, 1.121399998664856, 1.054800033569336, 0.7383999824523926, 0.8608999848365784, 0.8910999894142151, 0.8432000279426575, 0.9463000297546387, 0.9097999930381775, 0.6776999831199646, 0.4657000005245209, 0.7204999923706055, 0.8779000043869019, 0.7444000244140625, 0.6883999705314636, 0.40369999408721924, 0.7768999934196472, 0.2223999947309494, 0.49790000915527344, 0.211899995803833, 0.8615000247955322, 0.47429999709129333, 0.23319999873638153, 0.4810999929904938, 0.05050000175833702, 0.18279999494552612, 0.20880000293254852, -0.019300000742077827, -0.04179999977350235, -0.05350000038743019, 0.614300012588501, -0.16840000450611115, 0.23319999873638153, 1.4471999406814575, 1.447100043296814, 1.4450000524520874, 1.438099980354309, 1.4254000186920166, 1.391800045967102, 1.3324999809265137, 1.3323999643325806, 1.315000057220459, 1.3056000471115112, 1.287500023841858, 1.2582000494003296, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.2537000179290771, 1.253600001335144, 1.2503999471664429, 1.2135000228881836, 1.197100043296814, 1.1761000156402588, 1.1786999702453613, 1.1691999435424805, 1.0764000415802002, 1.0871000289916992, 0.9375, 0.8738999962806702, 1.0382000207901, 1.0226000547409058, 0.9165999889373779, 0.9900000095367432, 0.777400016784668, 1.121899962425232, 0.6291999816894531, 0.9018999934196472, 0.8544999957084656, 0.5375999808311462, 0.3456000089645386, 0.743399977684021, 0.7825000286102295, 0.6032000184059143, 0.3887999951839447, 0.5109999775886536, 0.27869999408721924, 0.4361000061035156, 0.3912000060081482, 0.008700000122189522, 0.07540000230073929, 0.2160000056028366, 0.7077999711036682, 0.20489999651908875, 0.4569999873638153, 0.6445000171661377, 0.06340000033378601, 0.8172000050544739, 0.7186999917030334, 0.4390999972820282, 0.5231999754905701, -0.20329999923706055, 0.5622000098228455, 0.3391000032424927, -0.5113000273704529, -0.01640000008046627, -0.24300000071525574, 1.5461000204086304, 1.433899998664856, 1.424399971961975, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3651000261306763, 1.3423000574111938, 1.3288999795913696, 1.2920000553131104, 1.1971999406814575, 1.1117000579833984, 1.0964000225067139, 1.1495000123977661, 1.2789000272750854, 1.0749000310897827, 1.2496000528335571, 0.7982000112533569, 1.0505000352859497, 0.8037999868392944, 0.9944000244140625, 0.8914999961853027, 0.7426999807357788, 0.8130000233650208, 0.6439999938011169, 1.0749000310897827, 0.8614000082015991, 0.6017000079154968, 0.7998999953269958, 0.9855999946594238, 0.7907999753952026, 0.7965999841690063, 0.5490999817848206, 0.3398999869823456, 0.7342000007629395, 0.5687000155448914, 0.13269999623298645, 0.6248999834060669, 0.7781999707221985, 0.2021999955177307, -0.02410000003874302, 0.5389999747276306, 0.17579999566078186, 0.07370000332593918, 0.24169999361038208, 0.09989999979734421, -0.11240000277757645, -0.03200000151991844, -0.019500000402331352, 0.21799999475479126, 0.4377000033855438, 0.027899999171495438, 1.642199993133545, 1.5582000017166138, 1.5582000017166138, 1.5573999881744385, 1.5396000146865845, 1.5164999961853027, 1.4637000560760498, 1.4621000289916992, 1.448099970817566, 1.4460999965667725, 1.3549000024795532, 1.336400032043457, 1.336400032043457, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.336300015449524, 1.3180999755859375, 1.3095999956130981, 1.329800009727478, 1.3223999738693237, 1.322700023651123, 1.3040000200271606, 1.3121999502182007, 1.2156000137329102, 1.1583000421524048, 1.2138999700546265, 1.0367000102996826, 1.2460999488830566, 1.2516000270843506, 1.2389999628067017, 0.9609000086784363, 1.2446000576019287, 1.2145999670028687, 1.218400001525879, 0.8334000110626221, 0.8539000153541565, 0.7760999798774719, 0.47929999232292175, 0.5386000275611877, 0.26350000500679016, 0.2362000048160553, 0.07190000265836716, 0.3912999927997589, 0.6302000284194946, 0.758400022983551, 0.4205999970436096, 0.5853000283241272, -0.07599999755620956, 0.10010000318288803, -0.1876000016927719, 0.5184000134468079, 0.21789999306201935, 0.41609999537467957, -0.14959999918937683, -0.0868000015616417, 0.29260000586509705, 0.20819999277591705, 1.9118000268936157, 1.9118000268936157, 1.9113999605178833, 1.8567999601364136, 1.7071000337600708, 1.7065000534057617, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6891000270843506, 1.6890000104904175, 1.6890000104904175, 1.6890000104904175, 1.6890000104904175, 1.6890000104904175, 1.6890000104904175, 1.6890000104904175, 1.6890000104904175, 1.6890000104904175, 1.6890000104904175, 1.4250999689102173, 1.5449999570846558, 1.6159000396728516, 1.430999994277954, 1.4842000007629395, 1.2487000226974487, 1.2554999589920044, 1.0821000337600708, 1.3725999593734741, 0.9025999903678894, 1.118399977684021, 0.42899999022483826, 1.5188000202178955, 1.1187000274658203, 0.2808000147342682, 0.9136000275611877, 0.39500001072883606, 0.8044000267982483, 0.7371000051498413, 0.2874999940395355, 1.4989999532699585, 1.4966000318527222, 1.4955999851226807, 0.367000013589859, 0.6140999794006348, 0.04569999873638153, 0.22100000083446503, 0.5414000153541565, 0.6011000275611877, 0.48660001158714294, 0.4918000102043152, -0.3458000123500824, 0.44600000977516174, 0.3716000020503998, -0.026100000366568565, 0.16920000314712524, 0.5450000166893005, 0.35120001435279846, -0.013299999758601189, 0.13750000298023224, 0.33500000834465027, 0.08229999989271164, 2.0013999938964844, 1.9754999876022339, 1.9754999876022339, 1.937600016593933, 1.93340003490448, 1.8309999704360962, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.7229000329971313, 1.6832000017166138, 1.6744999885559082, 1.5835000276565552, 1.2757999897003174, 0.9474999904632568, 1.514799952507019, 1.326200008392334, 1.0544999837875366, 1.4153000116348267, 1.4329999685287476, 0.9860000014305115, 1.169600009918213, 0.7785000205039978, 0.8644999861717224, 0.7365999817848206, 1.363700032234192, 0.5963000059127808, 1.2611000537872314, 1.0188000202178955, 0.8707000017166138, 1.1119999885559082, 0.9689000248908997, 0.972100019454956, 1.2989000082015991, 0.9491999745368958, 0.6811000108718872, 0.36579999327659607, 0.9074000120162964, 0.07349999994039536, 0.5734000205993652, 0.10379999876022339, 0.07599999755620956, 0.06620000302791595, 0.5393000245094299, 0.45969998836517334, 0.4293999969959259, -0.5558000206947327, 0.007699999958276749, 0.13210000097751617, -0.32899999618530273, 0.23899999260902405, 2.2425999641418457, 2.2279000282287598, 2.2246999740600586, 2.217400074005127, 2.2128000259399414, 2.212599992752075, 2.1229000091552734, 2.0525999069213867, 1.9498000144958496, 1.9498000144958496, 1.9498000144958496, 1.9498000144958496, 1.9498000144958496, 1.9498000144958496, 1.9498000144958496, 1.9498000144958496, 1.9498000144958496, 1.9498000144958496, 1.9498000144958496, 1.9496999979019165, 1.9496999979019165, 1.9496999979019165, 1.9495999813079834, 1.9495999813079834, 1.9492000341415405, 1.9479000568389893, 1.8895000219345093, 1.8878999948501587, 1.8859000205993652, 1.8840999603271484, 1.7970999479293823, 1.8277000188827515, 1.7904000282287598, 1.520300030708313, 1.22160005569458, 1.1505999565124512, 1.5160000324249268, 1.0190999507904053, 1.4092999696731567, 1.5231000185012817, 1.4292999505996704, 0.9243999719619751, 0.41339999437332153, 0.12759999930858612, 0.38989999890327454, 0.9994999766349792, 1.260699987411499, 0.9362999796867371, 1.562600016593933, 1.5544999837875366, 1.2257000207901, 0.35670000314712524, 0.15960000455379486, 0.7548999786376953, -0.20720000565052032, 0.8616999983787537, 0.9847999811172485, 0.44429999589920044, 0.06080000102519989, -0.006200000178068876, 0.1761000007390976, 0.06809999793767929, 0.14390000700950623, -0.30889999866485596, -0.7286999821662903, -0.16619999706745148, 0.010400000028312206, 0.5184999704360962, 0.2522999942302704, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0378000736236572, 2.0376999378204346, 2.0376999378204346, 2.0376999378204346, 2.0376999378204346, 2.0376999378204346, 2.0376999378204346, 2.0376999378204346, 2.0376999378204346, 2.0376999378204346, 2.0376999378204346, 2.0376999378204346, 2.037600040435791, 2.037600040435791, 2.037600040435791, 2.037600040435791, 2.0374999046325684, 2.0374999046325684, 2.037400007247925, 1.4507999420166016, 1.7024999856948853, 1.329300045967102, 1.676200032234192, 1.4830000400543213, 1.7156000137329102, 1.614300012588501, 1.1999000310897827, 1.195099949836731, 1.8502999544143677, 0.9429000020027161, 0.5378000140190125, 0.9154999852180481, 0.6108999848365784, 0.8585000038146973, 1.1324000358581543, 0.9684000015258789, 0.9577000141143799, 0.6507999897003174, 0.7929999828338623, 0.991599977016449, 0.8837000131607056, 0.5748999714851379, -0.1340000033378601, 0.538100004196167, 0.21230000257492065, 0.9860000014305115, -0.27000001072883606, 0.5465999841690063, 1.7168999910354614, -0.1298999935388565, 0.1687999963760376, 0.37209999561309814, -0.6247000098228455, -0.3174999952316284, -0.4401000142097473, 0.22040000557899475, -0.22349999845027924], "logprob": [30.0, 29.0, 28.0, 27.0, 26.0, 25.0, 24.0, 23.0, 22.0, 21.0, 20.0, 19.0, 18.0, 17.0, 16.0, 15.0, 14.0, 13.0, 12.0, 11.0, 10.0, 9.0, 8.0, 7.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, -6.468800067901611, -6.468800067901611, -6.468800067901611, -6.468800067901611, -6.468800067901611, -6.468800067901611, -6.470799922943115, -5.338900089263916, -6.577000141143799, -6.617700099945068, -6.588099956512451, -6.652699947357178, -6.118800163269043, -6.080999851226807, -6.353899955749512, -6.372600078582764, -6.6875, -5.872200012207031, -6.387199878692627, -7.104700088500977, -7.104800224304199, -7.104800224304199, -7.104800224304199, -7.104800224304199, -7.104800224304199, -7.104800224304199, -7.104800224304199, -7.104800224304199, -7.104800224304199, -7.104800224304199, -6.713500022888184, -6.468800067901611, -5.818299770355225, -6.762499809265137, -5.124100208282471, -5.026500225067139, -3.927000045776367, -6.723599910736084, -4.577099800109863, -6.710599899291992, -6.314499855041504, -4.557600021362305, -5.321000099182129, -5.497499942779541, -5.394899845123291, -5.839200019836426, -5.758299827575684, -5.055200099945068, -4.440100193023682, -5.2382001876831055, -5.6641998291015625, -5.375699996948242, -5.265399932861328, -4.708499908447266, -5.481800079345703, -4.543399810791016, -5.203199863433838, -4.835100173950195, -5.738800048828125, -5.326000213623047, -5.115300178527832, -5.430600166320801, -4.946499824523926, -5.168900012969971, -5.247000217437744, -5.220099925994873, -5.2881999015808105, -5.341300010681152, -5.653600215911865, -5.502399921417236, -5.589799880981445, -6.331399917602539, -6.331500053405762, -6.333799839019775, -6.341800212860107, -6.359499931335449, -5.692399978637695, -5.945700168609619, -6.4629998207092285, -6.4842000007629395, -6.528900146484375, -6.515399932861328, -6.5355000495910645, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.967400074005127, -6.565999984741211, -5.383800029754639, -6.331699848175049, -6.208399772644043, -6.33650016784668, -6.331399917602539, -5.928800106048584, -6.036399841308594, -5.3557000160217285, -5.1595001220703125, -5.937399864196777, -5.945700168609619, -5.547599792480469, -5.882500171661377, -5.149600028991699, -6.45959997177124, -4.826600074768066, -5.751500129699707, -5.692599773406982, -4.79640007019043, -4.420199871063232, -5.385499954223633, -5.529399871826172, -5.1971001625061035, -4.959700107574463, -5.244999885559082, -4.9222002029418945, -5.188600063323975, -5.132800102233887, -4.700699806213379, -4.830399990081787, -5.030399799346924, -5.573500156402588, -5.082900047302246, -5.406000137329102, -5.582399845123291, -5.048900127410889, -5.749499797821045, -5.688000202178955, -5.531099796295166, -5.582399845123291, -5.25029993057251, -5.645899772644043, -5.61460018157959, -5.508299827575684, -5.585100173950195, -5.594699859619141, -6.323800086975098, -5.895400047302246, -6.421999931335449, -6.916999816894531, -6.916999816894531, -6.916999816894531, -6.916999816894531, -6.916999816894531, -6.916999816894531, -6.916999816894531, -6.916999816894531, -6.916999816894531, -6.916999816894531, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -6.917099952697754, -5.353600025177002, -5.058499813079834, -6.10129976272583, -5.593200206756592, -5.031199932098389, -4.959099769592285, -5.449699878692627, -6.332200050354004, -5.112100124359131, -6.281099796295166, -4.198800086975098, -5.748199939727783, -5.230899810791016, -5.829400062561035, -5.568900108337402, -5.224100112915039, -5.468299865722656, -5.037600040435791, -6.147799968719482, -5.605400085449219, -5.053999900817871, -5.544099807739258, -6.0243000984191895, -5.577499866485596, -5.591899871826172, -5.066400051116943, -4.707200050354004, -5.5569000244140625, -5.25439977645874, -4.6331000328063965, -5.441500186920166, -5.700399875640869, -5.0854997634887695, -4.929900169372559, -5.442399978637695, -5.158199787139893, -5.127200126647949, -5.282299995422363, -5.248600006103516, -5.224699974060059, -5.278299808502197, -5.315499782562256, -5.39109992980957, -5.473999977111816, -5.4278998374938965, -5.5503997802734375, -6.342199802398682, -6.342299938201904, -6.04580020904541, -6.358799934387207, -6.381800174713135, -6.4319000244140625, -6.433499813079834, -6.446700096130371, -6.448699951171875, -5.246200084686279, -6.9781999588012695, -6.9781999588012695, -6.9781999588012695, -6.9781999588012695, -6.9781999588012695, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -6.978300094604492, -5.492300033569336, -5.569900035858154, -6.559599876403809, -6.304999828338623, -6.342199802398682, -6.041500091552734, -6.342400074005127, -4.872499942779541, -5.291800022125244, -5.9868998527526855, -4.6645002365112305, -6.342599868774414, -6.395199775695801, -6.368299961090088, -4.771999835968018, -6.4197001457214355, -6.384200096130371, -6.423399925231934, -4.735400199890137, -5.004899978637695, -5.329699993133545, -4.767099857330322, -4.998300075531006, -4.848800182342529, -4.810800075531006, -4.637499809265137, -5.233399868011475, -5.544000148773193, -5.775400161743164, -5.468400001525879, -5.629000186920166, -5.072999954223633, -5.2515997886657715, -5.093400001525879, -5.664400100708008, -5.605100154876709, -5.712500095367432, -5.48360013961792, -5.515100002288818, -5.682700157165527, -5.718800067901611, -5.992099761962891, -5.992099761962891, -5.992499828338623, -6.055200099945068, -5.92549991607666, -5.912099838256836, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.6280999183654785, -6.628200054168701, -6.628200054168701, -5.079899787902832, -5.8790998458862305, -6.265500068664551, -5.4766998291015625, -6.119900226593018, -5.643700122833252, -5.817200183868408, -5.517099857330322, -6.085999965667725, -5.305500030517578, -5.661399841308594, -4.567999839782715, -6.349999904632568, -5.716899871826172, -4.485000133514404, -5.458499908447266, -4.8059000968933105, -5.377600193023682, -5.3155999183654785, -4.759500026702881, -6.367499828338623, -6.36899995803833, -6.370500087738037, -4.9847002029418945, -5.344699859619141, -4.860099792480469, -5.066800117492676, -5.412099838256836, -5.504499912261963, -5.443299770355225, -5.5117998123168945, -5.055200099945068, -5.511099815368652, -5.487199783325195, -5.360099792480469, -5.446199893951416, -5.583899974822998, -5.537899971008301, -5.4415998458862305, -5.518099784851074, -5.576700210571289, -5.599299907684326, -5.731400012969971, -6.045599937438965, -6.0457000732421875, -5.560500144958496, -6.09499979019165, -6.172299861907959, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681600093841553, -6.681700229644775, -6.681700229644775, -6.681700229644775, -6.079699993133545, -6.311600208282471, -6.069900035858154, -5.14739990234375, -4.348499774932861, -6.150199890136719, -5.776500225067139, -5.243500232696533, -6.023900032043457, -6.0817999839782715, -5.188199996948242, -5.5742998123168945, -4.830699920654297, -4.998499870300293, -4.919000148773193, -6.045599937438965, -4.9405999183654785, -5.973199844360352, -5.6168999671936035, -5.41349983215332, -5.805600166320801, -5.684100151062012, -5.699699878692627, -6.1458001136779785, -5.744900226593018, -5.447800159454346, -5.158199787139893, -5.704899787902832, -5.127399921417236, -5.48199987411499, -5.184000015258789, -5.170300006866455, -5.285600185394287, -5.53849983215332, -5.515600204467773, -5.552000045776367, -5.265200138092041, -5.560999870300293, -5.623899936676025, -5.663000106811523, -5.718100070953369, -5.557700157165527, -5.57420015335083, -5.577899932861328, -5.586100101470947, -5.84660005569458, -5.846799850463867, -5.9475998878479, -6.025700092315674, -6.482600212097168, -6.482600212097168, -6.482600212097168, -6.482600212097168, -6.482699871063232, -6.482699871063232, -6.482699871063232, -6.482699871063232, -6.482699871063232, -6.482699871063232, -6.482699871063232, -6.482699871063232, -6.482699871063232, -6.482800006866455, -6.482800006866455, -6.482800006866455, -6.4832000732421875, -6.484300136566162, -6.5335001945495605, -6.550300121307373, -6.536499977111816, -6.538099765777588, -5.961699962615967, -6.162199974060059, -6.212900161743164, -5.762499809265137, -5.325500011444092, -5.2230000495910645, -5.826900005340576, -5.10099983215332, -5.706600189208984, -5.908899784088135, -5.821800231933594, -5.258299827575684, -4.698800086975098, -4.638199806213379, -4.9618000984191895, -5.593999862670898, -5.84660005569458, -5.575099945068359, -6.145400047302246, -6.140600204467773, -5.904300212860107, -5.252500057220459, -5.128200054168701, -5.613399982452393, -5.11299991607666, -5.731500148773193, -5.803199768066406, -5.60830020904541, -5.507900238037109, -5.530200004577637, -5.579899787902832, -5.556600093841553, -5.589000225067139, -5.509799957275391, -5.4380998611450195, -5.6219000816345215, -5.671299934387207, -5.718699932098389, -5.7144999504089355, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.475900173187256, -6.47599983215332, -6.47599983215332, -6.47599983215332, -6.47599983215332, -6.47599983215332, -6.47599983215332, -6.47599983215332, -6.47599983215332, -6.47599983215332, -6.47599983215332, -6.476099967956543, -6.476099967956543, -6.476200103759766, -6.476200103759766, -4.164599895477295, -5.468500137329102, -4.352399826049805, -5.439700126647949, -5.184599876403809, -5.840000152587891, -5.715799808502197, -5.0142998695373535, -5.148900032043457, -6.220699787139893, -5.176599979400635, -4.810699939727783, -5.228499889373779, -4.926000118255615, -5.219299793243408, -5.527599811553955, -5.386899948120117, -5.460899829864502, -5.302999973297119, -5.491300106048584, -5.672699928283691, -5.59499979019165, -5.395299911499023, -4.899700164794922, -5.428699970245361, -5.216100215911865, -5.872000217437744, -5.1757001876831055, -5.637700080871582, -6.301300048828125, -5.330699920654297, -5.486800193786621, -5.603099822998047, -5.334099769592285, -5.429699897766113, -5.487100124359131, -5.602700233459473, -5.575300216674805]}, "token.table": {"Topic": [4, 7, 3, 5, 5, 4, 1, 2, 3, 4, 6, 6, 1, 4, 6, 1, 3, 4, 5, 6, 8, 3, 4, 7, 2, 1, 2, 3, 4, 6, 8, 1, 2, 3, 4, 5, 7, 8, 2, 3, 6, 7, 4, 6, 4, 8, 1, 2, 3, 4, 6, 7, 6, 1, 5, 2, 3, 4, 5, 7, 4, 2, 3, 4, 5, 6, 3, 4, 5, 6, 7, 6, 8, 1, 2, 3, 4, 5, 6, 7, 8, 5, 3, 5, 3, 1, 2, 3, 4, 5, 6, 7, 4, 1, 2, 3, 4, 5, 6, 7, 8, 6, 4, 3, 5, 8, 2, 2, 3, 4, 5, 6, 7, 8, 5, 6, 1, 2, 3, 5, 7, 1, 1, 2, 3, 5, 7, 8, 1, 2, 3, 4, 5, 6, 8, 1, 2, 3, 4, 5, 6, 7, 8, 2, 3, 4, 6, 7, 8, 2, 4, 5, 7, 3, 1, 2, 3, 4, 5, 7, 1, 4, 1, 2, 3, 4, 6, 7, 8, 5, 4, 3, 1, 2, 5, 6, 8, 1, 1, 8, 2, 5, 1, 2, 3, 4, 5, 6, 7, 8, 1, 2, 3, 4, 5, 6, 7, 1, 2, 3, 4, 5, 6, 7, 8, 4, 1, 2, 3, 4, 5, 7, 8, 2, 3, 4, 5, 6, 7, 1, 1, 2, 5, 8, 5, 4, 6, 8, 6, 2, 5, 7, 1, 2, 3, 4, 8, 1, 1, 2, 3, 4, 5, 6, 8, 6, 1, 3, 4, 5, 7, 6, 3, 1, 2, 3, 4, 5, 6, 7, 7, 6, 3, 5, 7, 8, 2, 3, 5, 6, 7, 2, 6, 1, 1, 3, 8, 2, 4, 8, 6, 8, 1, 6, 8, 3, 4, 6, 1, 2, 4, 1, 2, 3, 4, 5, 6, 7, 8, 6, 5, 2, 8, 4, 6, 2, 1, 2, 3, 4, 5, 6, 7, 8, 2, 3, 5, 8, 6, 4, 8, 1, 2, 3, 4, 6, 8, 5, 3, 4, 1, 2, 3, 4, 5, 6, 7, 8, 2, 6, 1, 2, 3, 4, 5, 6, 7, 8, 2, 1, 3, 4, 5, 6, 8, 1, 7, 6, 1, 2, 3, 5, 6, 7, 7, 7, 2, 4, 1, 3, 6, 1, 7, 1, 6, 3, 4, 1, 3, 1, 2, 1, 3, 4, 5, 6, 7, 8, 6, 1, 2, 4, 7, 8, 1, 4, 5, 1, 3, 4, 6, 7, 8, 1, 2, 3, 4, 5, 6, 5, 2, 7, 1, 2, 3, 6, 8, 2, 6, 2, 3, 4, 5, 6, 8, 3, 5, 7, 1, 2, 3, 4, 5, 6, 7, 8, 7, 1, 2, 4, 6, 7, 4, 1, 2, 4, 5, 6, 8, 1, 2, 3, 4, 5, 6, 7, 8, 1, 2, 3, 4, 5, 6, 7, 8, 1, 2, 3, 4, 5, 6, 7, 2, 5, 7, 3, 8, 2, 3, 6, 8, 1, 2, 5, 6, 8, 3, 6, 1, 8, 1, 2, 3, 4, 5, 6, 7, 6, 2, 4, 6, 1, 3, 5, 8, 4, 5, 2, 6, 8, 2, 4, 1, 2, 4, 5, 6, 8, 5, 3, 2, 3, 1, 2, 3, 4, 6, 7, 8, 2, 1, 6, 1, 7, 1, 2, 3, 4, 6, 1, 2, 3, 4, 7, 8, 1, 2, 3, 4, 6, 6, 5, 3, 3, 3, 3, 6, 1, 2, 3, 4, 6, 7, 1, 2, 3, 4, 6, 8, 2, 1, 2, 3, 4, 5, 6, 8, 1, 2, 4, 5, 5, 3, 3, 2, 4, 1, 2, 3, 4, 5, 6, 7, 8, 1, 4, 5, 2, 4, 8, 2, 3, 4, 5, 7, 1, 6, 8, 2, 1, 2, 3, 5, 6, 1, 2, 3, 4, 5, 6, 2, 1, 5, 3, 2, 3, 7, 1, 2, 3, 4, 5, 6, 7, 8, 1, 1, 2, 3, 4, 6, 4, 5, 7, 1, 2, 3, 4, 5, 6, 4, 3, 5, 8, 8, 1, 7, 4, 7, 2, 1, 1, 2, 3, 4, 6, 2, 4, 1, 3, 4, 5, 6, 7, 8, 1, 4, 4, 1, 2, 3, 5, 6, 7, 8, 2, 1, 2, 3, 4, 5, 6, 7, 8, 7, 4, 1, 2, 3, 4, 5, 6, 7, 8, 1, 4, 5, 6, 7, 3, 1, 2, 4, 5, 7, 1, 3, 4, 5, 8, 6, 1, 3, 4, 3, 1, 6, 7, 1, 7, 8, 3, 2, 4, 3, 6, 4, 2, 5, 3, 6, 1, 2, 3, 4, 5, 6, 7, 8, 5, 4, 8, 1, 8, 2, 1, 2, 3, 4, 5, 6, 7, 8, 1, 2, 3, 4, 5, 7, 8, 1, 3, 4, 5, 6, 7, 8, 2, 5, 5, 1, 2, 3, 4, 5, 6, 2, 5, 1, 1, 2, 3, 4, 8, 3, 1, 2, 3, 4, 5, 7, 4, 1, 2, 3, 4, 5, 7, 8, 4, 7, 1, 3, 7, 1, 8, 5, 1, 2, 8, 8, 1, 3, 5, 7, 1, 2, 3, 4, 5, 7, 8, 1, 2, 3, 4, 5, 6, 2, 3, 4, 5, 8, 1, 3, 4, 5, 6, 8, 1, 5, 2, 3, 2, 5, 1, 4, 2, 7, 2, 7, 1, 2, 3, 4, 5, 6, 8, 1, 2, 4, 5, 6, 7, 6, 7, 1, 2, 3, 5, 6, 7, 8, 8, 4, 6, 7, 6, 7, 2, 2, 6, 2, 4, 5, 6, 7, 1, 1, 2, 8, 5, 1, 2, 3, 4, 5, 6, 1, 7, 7, 5, 4, 1, 2, 3, 4, 5, 6, 1, 1, 7, 1, 2, 4, 6, 7, 1, 4, 6, 1, 2, 3, 4, 5, 6, 7, 1, 2, 3, 4, 5, 6, 7, 8, 8, 4, 7, 3, 1, 2, 5, 1, 4, 2, 8, 1, 2, 4, 8, 7, 1, 8, 1, 2, 4, 1, 2, 3, 4, 5, 6, 7, 8, 1, 2, 3, 4, 5, 6, 7, 8, 1, 3, 4, 6, 8, 1, 2, 4, 6, 1, 4, 2, 2, 2, 5, 7, 5, 7, 1, 2, 3, 4, 7, 8, 1, 4, 6, 7, 7, 1, 2, 3, 4, 5, 6, 7, 8, 4, 5, 1, 7, 2, 7, 8, 3, 3, 8, 1, 2, 3, 4, 5, 8, 1, 2, 3, 8, 1, 2, 3, 4, 5, 1, 2, 3, 4, 5, 6, 7, 8, 1, 2, 3, 6, 8, 2, 3, 4, 2, 3, 5, 6, 8, 1, 2, 3, 4, 5, 6, 1, 2, 4, 6, 8, 1, 2, 3, 4, 5, 6, 7, 8, 1, 2, 3, 4, 5, 6, 7, 5, 6, 1, 2, 3, 4, 5, 6, 7, 8, 1, 5, 2, 2, 1, 4, 5, 7, 5, 6, 2, 4, 5, 6, 2, 3, 4, 5, 8, 7, 6, 5, 2, 1, 2, 3, 4, 5, 6, 7, 8, 7, 4, 7, 8, 6, 4, 1, 3, 4, 5, 6, 6, 4, 1, 2, 3, 4, 5, 6, 7, 8, 1, 2, 3, 4, 5, 6, 7, 8, 5, 7, 2, 5, 7, 1, 2, 3, 4, 6, 1, 2, 3, 4, 5, 6, 7, 8, 4, 6, 1, 2, 3, 4, 6, 7, 7], "Freq": [0.8662835359573364, 0.745215117931366, 0.6375280618667603, 0.6602420806884766, 0.8805757761001587, 0.6585533022880554, 0.08620535582304001, 0.34482142329216003, 0.34482142329216003, 0.08620535582304001, 0.08620535582304001, 0.7205305099487305, 0.6328878998756409, 0.2910739481449127, 0.5821478962898254, 0.26116493344306946, 0.3482199013233185, 0.08705497533082962, 0.08705497533082962, 0.17410995066165924, 0.08705497533082962, 0.4420153498649597, 0.22100767493247986, 0.22100767493247986, 0.5997492074966431, 0.37767890095710754, 0.12589296698570251, 0.12589296698570251, 0.12589296698570251, 0.12589296698570251, 0.12589296698570251, 0.18882980942726135, 0.12588654458522797, 0.3147163689136505, 0.06294327229261398, 0.06294327229261398, 0.06294327229261398, 0.12588654458522797, 0.2547762989997864, 0.38216444849967957, 0.2547762989997864, 0.7408787608146667, 0.675481379032135, 0.3377406895160675, 0.6873720288276672, 0.8036326169967651, 0.325531005859375, 0.1085103377699852, 0.1085103377699852, 0.2170206755399704, 0.1085103377699852, 0.2170206755399704, 0.7205292582511902, 0.8191507458686829, 0.6602399349212646, 0.07506583631038666, 0.45039498805999756, 0.15013167262077332, 0.15013167262077332, 0.07506583631038666, 0.6585546135902405, 0.141910120844841, 0.141910120844841, 0.283820241689682, 0.283820241689682, 0.141910120844841, 0.2014225721359253, 0.2014225721359253, 0.2014225721359253, 0.2014225721359253, 0.2014225721359253, 0.7205296158790588, 0.8036378622055054, 0.21099404990673065, 0.14066269993782043, 0.14066269993782043, 0.14066269993782043, 0.07033134996891022, 0.14066269993782043, 0.07033134996891022, 0.14066269993782043, 0.8734644651412964, 0.6375293731689453, 0.6602410674095154, 0.6375300884246826, 0.2169412076473236, 0.28925493359565735, 0.14462746679782867, 0.07231373339891434, 0.2169412076473236, 0.07231373339891434, 0.07231373339891434, 0.6585540771484375, 0.2978464365005493, 0.05956928804516792, 0.2382771521806717, 0.05956928804516792, 0.11913857609033585, 0.05956928804516792, 0.05956928804516792, 0.05956928804516792, 0.7205312848091125, 0.6585536003112793, 0.6375296115875244, 0.6602405905723572, 0.8036360740661621, 0.5997477769851685, 0.2220110148191452, 0.2220110148191452, 0.2220110148191452, 0.0740036740899086, 0.1480073481798172, 0.0740036740899086, 0.0740036740899086, 0.6602411866188049, 0.4910829961299896, 0.09453943371772766, 0.283618301153183, 0.09453943371772766, 0.18907886743545532, 0.18907886743545532, 0.42726507782936096, 0.4995526373386383, 0.12488815933465958, 0.12488815933465958, 0.18733224272727966, 0.06244407966732979, 0.06244407966732979, 0.19778522849082947, 0.09889261424541473, 0.19778522849082947, 0.09889261424541473, 0.09889261424541473, 0.09889261424541473, 0.19778522849082947, 0.16379956901073456, 0.04094989225268364, 0.16379956901073456, 0.24569934606552124, 0.04094989225268364, 0.16379956901073456, 0.04094989225268364, 0.12284967303276062, 0.1430852860212326, 0.2861705720424652, 0.1430852860212326, 0.2861705720424652, 0.1430852860212326, 0.1430852860212326, 0.14633220434188843, 0.5853288173675537, 0.14633220434188843, 0.740921676158905, 0.6375277042388916, 0.46829333901405334, 0.15609778463840485, 0.07804889231920242, 0.07804889231920242, 0.15609778463840485, 0.07804889231920242, 0.7454639077186584, 0.24848796427249908, 0.26780927181243896, 0.18746648728847504, 0.13390463590621948, 0.18746648728847504, 0.026780925691127777, 0.10712370276451111, 0.053561851382255554, 0.6602399945259094, 0.4328034222126007, 0.6375303864479065, 0.5133253931999207, 0.2199966013431549, 0.07333219796419144, 0.07333219796419144, 0.14666439592838287, 0.8262135982513428, 0.5665125250816345, 0.18883751332759857, 0.4206780195236206, 0.4206780195236206, 0.21805821359157562, 0.054514553397893906, 0.27257275581359863, 0.16354365646839142, 0.054514553397893906, 0.10902910679578781, 0.054514553397893906, 0.054514553397893906, 0.18375542759895325, 0.21438133716583252, 0.15312953293323517, 0.2450072467327118, 0.06125181168317795, 0.09187771379947662, 0.030625905841588974, 0.4117168188095093, 0.17900730669498444, 0.05370219424366951, 0.16110658645629883, 0.07160292565822601, 0.05370219424366951, 0.03580146282911301, 0.03580146282911301, 0.6585546731948853, 0.20860792696475983, 0.06953597068786621, 0.27814388275146484, 0.13907194137573242, 0.13907194137573242, 0.06953597068786621, 0.06953597068786621, 0.12501691281795502, 0.25003382563591003, 0.12501691281795502, 0.12501691281795502, 0.25003382563591003, 0.12501691281795502, 0.4375283718109131, 0.7162182331085205, 0.23873941600322723, 0.6602404117584229, 0.8035796284675598, 0.660239577293396, 0.5518564581871033, 0.27592822909355164, 0.8036087155342102, 0.7205299139022827, 0.7008770108222961, 0.23362566530704498, 0.7409190535545349, 0.09178637713193893, 0.09178637713193893, 0.36714550852775574, 0.18357275426387787, 0.18357275426387787, 0.8262166380882263, 0.2666737735271454, 0.35556504130363464, 0.08889126032590866, 0.08889126032590866, 0.08889126032590866, 0.08889126032590866, 0.08889126032590866, 0.7205275893211365, 0.1446213275194168, 0.4338639974594116, 0.1446213275194168, 0.1446213275194168, 0.1446213275194168, 0.7205287218093872, 0.6375278234481812, 0.07845334708690643, 0.15690669417381287, 0.4707200825214386, 0.07845334708690643, 0.07845334708690643, 0.07845334708690643, 0.07845334708690643, 0.4823928475379944, 0.7205296158790588, 0.24922525882720947, 0.24922525882720947, 0.24922525882720947, 0.24922525882720947, 0.3257488012313843, 0.16287440061569214, 0.16287440061569214, 0.3257488012313843, 0.7335389256477356, 0.5326972007751465, 0.26634860038757324, 0.6357086300849915, 0.8367049694061279, 0.6375296711921692, 0.8036292195320129, 0.5997482538223267, 0.8705013394355774, 0.803625226020813, 0.7205296158790588, 0.8036159873008728, 0.2959751486778259, 0.2959751486778259, 0.2959751486778259, 0.6375296115875244, 0.658553957939148, 0.7205302119255066, 0.29180586338043213, 0.5836117267608643, 0.8687247037887573, 0.30498799681663513, 0.19606371223926544, 0.15249399840831757, 0.13070914149284363, 0.10892428457736969, 0.021784856915473938, 0.06535457074642181, 0.043569713830947876, 0.7205284237861633, 0.6602411270141602, 0.48964300751686096, 0.48964300751686096, 0.6585536003112793, 0.7205295562744141, 0.7836323380470276, 0.44085097312927246, 0.07347515970468521, 0.14695031940937042, 0.14695031940937042, 0.11021274328231812, 0.036737579852342606, 0.036737579852342606, 0.07347515970468521, 0.0958523079752922, 0.575113832950592, 0.1917046159505844, 0.8036218285560608, 0.7205299139022827, 0.24605697393417358, 0.24605697393417358, 0.23470614850521088, 0.15647076070308685, 0.15647076070308685, 0.15647076070308685, 0.15647076070308685, 0.07823538035154343, 0.6602396965026855, 0.6375296711921692, 0.6585532426834106, 0.04732833057641983, 0.1419849842786789, 0.2839699685573578, 0.09465666115283966, 0.09465666115283966, 0.04732833057641983, 0.09465666115283966, 0.23664164543151855, 0.599748432636261, 0.7205268144607544, 0.1915152221918106, 0.2234344184398651, 0.1915152221918106, 0.0957576110959053, 0.1276768147945404, 0.0957576110959053, 0.0957576110959053, 0.0319192036986351, 0.8149828910827637, 0.09440365433692932, 0.28321096301078796, 0.18880730867385864, 0.28321096301078796, 0.09440365433692932, 0.09440365433692932, 0.6328878402709961, 0.790084183216095, 0.49108511209487915, 0.09404505789279938, 0.09404505789279938, 0.3761802315711975, 0.18809011578559875, 0.09404505789279938, 0.18809011578559875, 0.7409115433692932, 0.7333313822746277, 0.5921617150306702, 0.2960808575153351, 0.47985339164733887, 0.38388270139694214, 0.09597067534923553, 0.8262170553207397, 0.7409244179725647, 0.3439388871192932, 0.3439388871192932, 0.6375296115875244, 0.8704995512962341, 0.2621152102947235, 0.524230420589447, 0.4064169228076935, 0.4064169228076935, 0.1177959144115448, 0.1177959144115448, 0.2355918288230896, 0.1177959144115448, 0.1177959144115448, 0.2355918288230896, 0.1177959144115448, 0.7205291390419006, 0.11245182901620865, 0.4498073160648346, 0.11245182901620865, 0.2249036580324173, 0.11245182901620865, 0.31867867708206177, 0.6373573541641235, 0.660240650177002, 0.10311514139175415, 0.4124605655670166, 0.2062302827835083, 0.10311514139175415, 0.10311514139175415, 0.10311514139175415, 0.06728225201368332, 0.4036934971809387, 0.13456450402736664, 0.06728225201368332, 0.13456450402736664, 0.06728225201368332, 0.6659004092216492, 0.5997481346130371, 0.740907609462738, 0.3727753162384033, 0.24851688742637634, 0.062129221856594086, 0.12425844371318817, 0.12425844371318817, 0.33998268842697144, 0.33998268842697144, 0.1375618278980255, 0.4814663827419281, 0.06878091394901276, 0.06878091394901276, 0.1375618278980255, 0.06878091394901276, 0.6375278234481812, 0.35904932022094727, 0.35904932022094727, 0.12127591669559479, 0.2829771339893341, 0.20212653279304504, 0.12127591669559479, 0.04042530432343483, 0.12127591669559479, 0.08085060864686966, 0.04042530432343483, 0.7893314957618713, 0.4744102358818054, 0.11860255897045135, 0.11860255897045135, 0.11860255897045135, 0.11860255897045135, 0.6585535407066345, 0.13691528141498566, 0.13691528141498566, 0.2738305628299713, 0.13691528141498566, 0.2738305628299713, 0.8036178946495056, 0.38620421290397644, 0.0321836844086647, 0.1609184294939041, 0.09655105322599411, 0.0321836844086647, 0.2574694752693176, 0.0321836844086647, 0.0321836844086647, 0.11347699165344238, 0.28369247913360596, 0.05673849582672119, 0.17021548748016357, 0.05673849582672119, 0.22695398330688477, 0.05673849582672119, 0.05673849582672119, 0.24264375865459442, 0.18198281526565552, 0.18198281526565552, 0.12132187932729721, 0.18198281526565552, 0.12132187932729721, 0.060660939663648605, 0.4216974377632141, 0.4216974377632141, 0.5102334022521973, 0.6375277638435364, 0.8036317825317383, 0.28687208890914917, 0.5737441778182983, 0.14343604445457458, 0.14343604445457458, 0.15006579458713531, 0.15006579458713531, 0.30013158917427063, 0.15006579458713531, 0.15006579458713531, 0.5220056176185608, 0.2610028088092804, 0.8262180685997009, 0.803635835647583, 0.1747026890516281, 0.05823422968387604, 0.1747026890516281, 0.23293691873550415, 0.1747026890516281, 0.05823422968387604, 0.05823422968387604, 0.7205288410186768, 0.7755345702171326, 0.6807730793952942, 0.3403865396976471, 0.14830738306045532, 0.44492214918136597, 0.14830738306045532, 0.14830738306045532, 0.32361748814582825, 0.32361748814582825, 0.770624041557312, 0.3082963526248932, 0.3082963526248932, 0.2498798966407776, 0.4997597932815552, 0.28955408930778503, 0.14477704465389252, 0.43433111906051636, 0.04825901240110397, 0.04825901240110397, 0.04825901240110397, 0.6602393984794617, 0.6375296115875244, 0.30070123076438904, 0.6014024615287781, 0.07106444239616394, 0.07106444239616394, 0.14212888479232788, 0.49745112657546997, 0.07106444239616394, 0.07106444239616394, 0.07106444239616394, 0.5997495651245117, 0.64704829454422, 0.32352414727211, 0.6328884363174438, 0.7409211993217468, 0.13026843965053558, 0.13026843965053558, 0.13026843965053558, 0.13026843965053558, 0.26053687930107117, 0.09772255271673203, 0.3908902108669281, 0.19544510543346405, 0.19544510543346405, 0.09772255271673203, 0.09772255271673203, 0.2075514793395996, 0.2075514793395996, 0.3113272190093994, 0.2075514793395996, 0.1037757396697998, 0.7205285429954529, 0.6602403521537781, 0.6375296115875244, 0.6517648696899414, 0.6375281810760498, 0.8442880511283875, 0.7205306887626648, 0.08248955756425858, 0.16497911512851715, 0.24746868014335632, 0.16497911512851715, 0.16497911512851715, 0.08248955756425858, 0.1713596135377884, 0.5140787959098816, 0.1713596135377884, 0.1713596135377884, 0.7205295562744141, 0.803635835647583, 0.5997472405433655, 0.19043995440006256, 0.19043995440006256, 0.12695996463298798, 0.19043995440006256, 0.06347998231649399, 0.12695996463298798, 0.06347998231649399, 0.17260371148586273, 0.517811119556427, 0.17260371148586273, 0.17260371148586273, 0.6602404713630676, 0.6375283598899841, 0.6375293135643005, 0.6003983020782471, 0.20013275742530823, 0.09222442656755447, 0.138336643576622, 0.276673287153244, 0.04611221328377724, 0.138336643576622, 0.18444885313510895, 0.04611221328377724, 0.09222442656755447, 0.7335134744644165, 0.12225224822759628, 0.12225224822759628, 0.5997474193572998, 0.857772171497345, 0.8036227226257324, 0.19021689891815186, 0.19021689891815186, 0.19021689891815186, 0.3804337978363037, 0.19021689891815186, 0.22357966005802155, 0.22357966005802155, 0.8036106824874878, 0.5997477769851685, 0.11468406021595001, 0.45873624086380005, 0.11468406021595001, 0.22936812043190002, 0.11468406021595001, 0.07402131706476212, 0.37010657787323, 0.07402131706476212, 0.07402131706476212, 0.14804263412952423, 0.22206395864486694, 0.5997481942176819, 0.6328878998756409, 0.660239577293396, 0.637528121471405, 0.22735999524593353, 0.22735999524593353, 0.22735999524593353, 0.17557962238788605, 0.2341061532497406, 0.17557962238788605, 0.05852653831243515, 0.14631634950637817, 0.08778981119394302, 0.05852653831243515, 0.05852653831243515, 0.8262156248092651, 0.41281333565711975, 0.16512534022331238, 0.08256267011165619, 0.24768799543380737, 0.08256267011165619, 0.23468749225139618, 0.23468749225139618, 0.23468749225139618, 0.0780612975358963, 0.2341838926076889, 0.2341838926076889, 0.0780612975358963, 0.2341838926076889, 0.0780612975358963, 0.64662104845047, 0.4738779366016388, 0.3554084599018097, 0.1184694841504097, 0.803621232509613, 0.6328879594802856, 0.7409282922744751, 0.6585543751716614, 0.7409263253211975, 0.5997499823570251, 0.6328881978988647, 0.1632853001356125, 0.326570600271225, 0.1632853001356125, 0.1632853001356125, 0.08164265006780624, 0.21620985865592957, 0.43241971731185913, 0.1371757984161377, 0.20576369762420654, 0.1371757984161377, 0.20576369762420654, 0.06858789920806885, 0.1371757984161377, 0.06858789920806885, 0.6328878998756409, 0.6585531234741211, 0.6585537791252136, 0.20210301876068115, 0.1347353458404541, 0.33683836460113525, 0.1347353458404541, 0.06736767292022705, 0.06736767292022705, 0.06736767292022705, 0.6002467274665833, 0.23819208145141602, 0.13610976934432983, 0.06805488467216492, 0.1701371967792511, 0.1701371967792511, 0.10208231955766678, 0.10208231955766678, 0.03402744233608246, 0.740923285484314, 0.6625065803527832, 0.22725681960582733, 0.24619488418102264, 0.1704426109790802, 0.03787613660097122, 0.13256648182868958, 0.01893806830048561, 0.07575227320194244, 0.05681420490145683, 0.3487229645252228, 0.39854052662849426, 0.04981756582856178, 0.04981756582856178, 0.09963513165712357, 0.6375277042388916, 0.261703222990036, 0.4361720383167267, 0.08723440766334534, 0.08723440766334534, 0.08723440766334534, 0.30693814158439636, 0.15346907079219818, 0.15346907079219818, 0.15346907079219818, 0.15346907079219818, 0.7205275893211365, 0.24585555493831635, 0.7375666499137878, 0.6585530042648315, 0.6375288367271423, 0.8504098057746887, 0.37931519746780396, 0.37931519746780396, 0.19860880076885223, 0.19860880076885223, 0.39721760153770447, 0.637529730796814, 0.5997486114501953, 0.6585533618927002, 0.27441176772117615, 0.27441176772117615, 0.4327709674835205, 0.42051205039024353, 0.42051205039024353, 0.6375287175178528, 0.4824117124080658, 0.22580808401107788, 0.15053872764110565, 0.22580808401107788, 0.20071829855442047, 0.15053872764110565, 0.02508978731930256, 0.02508978731930256, 0.05017957463860512, 0.6602411866188049, 0.430459201335907, 0.8036097288131714, 0.6328882575035095, 0.8036318421363831, 0.7895703911781311, 0.2612377107143402, 0.19592827558517456, 0.06530942767858505, 0.06530942767858505, 0.19592827558517456, 0.06530942767858505, 0.06530942767858505, 0.06530942767858505, 0.12643784284591675, 0.12643784284591675, 0.12643784284591675, 0.12643784284591675, 0.12643784284591675, 0.12643784284591675, 0.12643784284591675, 0.2785002589225769, 0.18566682934761047, 0.18566682934761047, 0.09283341467380524, 0.09283341467380524, 0.09283341467380524, 0.18566682934761047, 0.7823142409324646, 0.8734497427940369, 0.6566934585571289, 0.19160820543766022, 0.1277388036251068, 0.2554776072502136, 0.1277388036251068, 0.1277388036251068, 0.1277388036251068, 0.4203176498413086, 0.4203176498413086, 0.5117961764335632, 0.1268542855978012, 0.2537085711956024, 0.1268542855978012, 0.1268542855978012, 0.2537085711956024, 0.6375303268432617, 0.23550517857074738, 0.11775258928537369, 0.11775258928537369, 0.11775258928537369, 0.11775258928537369, 0.11775258928537369, 0.6585534811019897, 0.11300069093704224, 0.16950103640556335, 0.05650034546852112, 0.3390020728111267, 0.16950103640556335, 0.05650034546852112, 0.05650034546852112, 0.8685915470123291, 0.7407711148262024, 0.27243733406066895, 0.27243733406066895, 0.27243733406066895, 0.6328879594802856, 0.8036292195320129, 0.6602411270141602, 0.4198153614997864, 0.7706316113471985, 0.8036374449729919, 0.8035828471183777, 0.42819565534591675, 0.14273189008235931, 0.14273189008235931, 0.14273189008235931, 0.22543750703334808, 0.15029168128967285, 0.15029168128967285, 0.15029168128967285, 0.07514584064483643, 0.07514584064483643, 0.15029168128967285, 0.24844013154506683, 0.18633009493350983, 0.12422006577253342, 0.12422006577253342, 0.18633009493350983, 0.06211003288626671, 0.5002647638320923, 0.12506619095802307, 0.25013238191604614, 0.12506619095802307, 0.12506619095802307, 0.21003152430057526, 0.3150472939014435, 0.10501576215028763, 0.10501576215028763, 0.10501576215028763, 0.10501576215028763, 0.6328883171081543, 0.6602396965026855, 0.5997487902641296, 0.6375304460525513, 0.7715972661972046, 0.4270213842391968, 0.6243206262588501, 0.31216031312942505, 0.5997486114501953, 0.7409181594848633, 0.6327308416366577, 0.31636542081832886, 0.21699610352516174, 0.14466406404972076, 0.14466406404972076, 0.3616601526737213, 0.07233203202486038, 0.07233203202486038, 0.07233203202486038, 0.3402630686759949, 0.25519728660583496, 0.08506576716899872, 0.08506576716899872, 0.17013153433799744, 0.08506576716899872, 0.7205288410186768, 0.7409211993217468, 0.08859005570411682, 0.17718011140823364, 0.26577016711235046, 0.13288508355617523, 0.04429502785205841, 0.04429502785205841, 0.26577016711235046, 0.8036282658576965, 0.8662229776382446, 0.3777429759502411, 0.3777429759502411, 0.7205274105072021, 0.740915060043335, 0.7867220640182495, 0.5334008932113647, 0.17780029773712158, 0.46707189083099365, 0.15569062530994415, 0.15569062530994415, 0.15569062530994415, 0.510218620300293, 0.8263081908226013, 0.47998398542404175, 0.15999466180801392, 0.15999466180801392, 0.6602398753166199, 0.3745999336242676, 0.12486664205789566, 0.12486664205789566, 0.1872999668121338, 0.12486664205789566, 0.06243332102894783, 0.3544602394104004, 0.3544602394104004, 0.7409208416938782, 0.6602397561073303, 0.658553421497345, 0.4214187562465668, 0.1685675084590912, 0.0842837542295456, 0.1685675084590912, 0.0842837542295456, 0.0842837542295456, 0.6328874826431274, 0.8262144923210144, 0.7409219741821289, 0.10206648707389832, 0.10206648707389832, 0.510332465171814, 0.10206648707389832, 0.10206648707389832, 0.1186935231089592, 0.593467652797699, 0.1186935231089592, 0.11097526550292969, 0.11097526550292969, 0.11097526550292969, 0.33292579650878906, 0.11097526550292969, 0.11097526550292969, 0.11097526550292969, 0.15294493734836578, 0.30588987469673157, 0.20392657816410065, 0.10196328908205032, 0.10196328908205032, 0.10196328908205032, 0.10196328908205032, 0.05098164454102516, 0.803622305393219, 0.6877872347831726, 0.3438936173915863, 0.6375293731689453, 0.31766489148139954, 0.15883244574069977, 0.31766489148139954, 0.6253305673599243, 0.31266528367996216, 0.7696651220321655, 0.516136109828949, 0.15679682791233063, 0.15679682791233063, 0.6271873116493225, 0.8035914897918701, 0.5158937573432922, 0.427083820104599, 0.8036391735076904, 0.4475598633289337, 0.22377993166446686, 0.22377993166446686, 0.24934051930904388, 0.18700538575649261, 0.12467025965452194, 0.12467025965452194, 0.18700538575649261, 0.12467025965452194, 0.06233512982726097, 0.06233512982726097, 0.2265567034482956, 0.3398350477218628, 0.15103779733181, 0.075518898665905, 0.075518898665905, 0.0377594493329525, 0.075518898665905, 0.0377594493329525, 0.17532455921173096, 0.17532455921173096, 0.26298683881759644, 0.26298683881759644, 0.08766227960586548, 0.09935354441404343, 0.3974141776561737, 0.09935354441404343, 0.2980606257915497, 0.321901798248291, 0.643803596496582, 0.5997487306594849, 0.5997486114501953, 0.1612759232521057, 0.48382776975631714, 0.1612759232521057, 0.2797835171222687, 0.2797835171222687, 0.2343556135892868, 0.15623708069324493, 0.07811854034662247, 0.2343556135892868, 0.15623708069324493, 0.07811854034662247, 0.36861366033554077, 0.12287122011184692, 0.24574244022369385, 0.12287122011184692, 0.733935534954071, 0.19092480838298798, 0.09546240419149399, 0.33411839604377747, 0.14319360256195068, 0.16705919802188873, 0.023865601047873497, 0.023865601047873497, 0.023865601047873497, 0.6493179798126221, 0.32465898990631104, 0.47597062587738037, 0.47597062587738037, 0.5196313261985779, 0.25981566309928894, 0.8036384582519531, 0.8246510028839111, 0.637529730796814, 0.8036290407180786, 0.1035112589597702, 0.4140450358390808, 0.1035112589597702, 0.1035112589597702, 0.1035112589597702, 0.1035112589597702, 0.2098672091960907, 0.2098672091960907, 0.2098672091960907, 0.4197344183921814, 0.18145006895065308, 0.36290013790130615, 0.060483355075120926, 0.18145006895065308, 0.12096671015024185, 0.12632028758525848, 0.25264057517051697, 0.12632028758525848, 0.12632028758525848, 0.06316014379262924, 0.06316014379262924, 0.06316014379262924, 0.12632028758525848, 0.25938424468040466, 0.08646140992641449, 0.17292281985282898, 0.25938424468040466, 0.17292281985282898, 0.1786385178565979, 0.3572770357131958, 0.3572770357131958, 0.3600772023200989, 0.12002573162317276, 0.24005146324634552, 0.24005146324634552, 0.12002573162317276, 0.507666826248169, 0.12691670656204224, 0.12691670656204224, 0.12691670656204224, 0.12691670656204224, 0.12691670656204224, 0.11824404448270798, 0.5912202000617981, 0.11824404448270798, 0.11824404448270798, 0.8036041855812073, 0.2374349683523178, 0.2713542580604553, 0.16959640383720398, 0.10175784677267075, 0.06783856451511383, 0.033919282257556915, 0.033919282257556915, 0.10175784677267075, 0.13205860555171967, 0.17607812583446503, 0.17607812583446503, 0.08803906291723251, 0.08803906291723251, 0.22009766101837158, 0.08803906291723251, 0.6602410078048706, 0.4946569502353668, 0.3197377622127533, 0.3197377622127533, 0.1065792515873909, 0.1065792515873909, 0.05328962579369545, 0.05328962579369545, 0.05328962579369545, 0.05328962579369545, 0.4140504002571106, 0.660240113735199, 0.8003161549568176, 0.5997480750083923, 0.19691202044487, 0.19691202044487, 0.19691202044487, 0.19691202044487, 0.6602407693862915, 0.47412338852882385, 0.21565592288970947, 0.10782796144485474, 0.43131184577941895, 0.21565592288970947, 0.24185390770435333, 0.08061797171831131, 0.24185390770435333, 0.16123594343662262, 0.16123594343662262, 0.7889973521232605, 0.7205307483673096, 0.8734511137008667, 0.7707538604736328, 0.16715064644813538, 0.3008711636066437, 0.16715064644813538, 0.1337205171585083, 0.10029038786888123, 0.06686025857925415, 0.033430129289627075, 0.033430129289627075, 0.7409268021583557, 0.6585537195205688, 0.7874768376350403, 0.8036409020423889, 0.7205295562744141, 0.6585536003112793, 0.19599588215351105, 0.19599588215351105, 0.19599588215351105, 0.19599588215351105, 0.3919917643070221, 0.7361613512039185, 0.6585532426834106, 0.08012289553880692, 0.32049158215522766, 0.08012289553880692, 0.08012289553880692, 0.24036867916584015, 0.08012289553880692, 0.08012289553880692, 0.08012289553880692, 0.17883144319057465, 0.26824715733528137, 0.08941572159528732, 0.2235392928123474, 0.08941572159528732, 0.04470786079764366, 0.08941572159528732, 0.8036421537399292, 0.6602393984794617, 0.7409213781356812, 0.5997474193572998, 0.5406325459480286, 0.2703162729740143, 0.23235949873924255, 0.07745316624641418, 0.07745316624641418, 0.30981266498565674, 0.23235949873924255, 0.08454915136098862, 0.16909830272197723, 0.08454915136098862, 0.33819660544395447, 0.08454915136098862, 0.08454915136098862, 0.08454915136098862, 0.04227457568049431, 0.6721066236495972, 0.3360533118247986, 0.36685842275619507, 0.07337168604135513, 0.2201150506734848, 0.07337168604135513, 0.07337168604135513, 0.2201150506734848, 0.519969642162323], "Term": ["aaas", "aber", "absorb", "abuse", "accord", "adherent", "affect", "affect", "affect", "affect", "affect", "afford", "afraid", "agree", "agree", "air", "air", "air", "air", "air", "air", "airshare", "airshare", "airshare", "align", "allow", "allow", "allow", "allow", "allow", "allow", "also", "also", "also", "also", "also", "also", "also", "alternative", "alternative", "alternative", "aman", "america", "america", "american", "anxiousness", "anything", "anything", "anything", "anything", "anything", "anything", "apart", "argue", "article", "atmosphere", "atmosphere", "atmosphere", "atmosphere", "atmosphere", "attention", "awareness", "awareness", "awareness", "awareness", "awareness", "away", "away", "away", "away", "away", "awful", "ayo", "bad", "bad", "bad", "bad", "bad", "bad", "bad", "bad", "ban", "bank", "battery", "beef", "believe", "believe", "believe", "believe", "believe", "believe", "believe", "besten", "big", "big", "big", "big", "big", "big", "big", "big", "block", "bootlicker", "boycot", "buddy", "bully", "bunk", "business", "business", "business", "business", "business", "business", "business", "cabin", "campus", "can", "can", "can", "can", "can", "capita", "capitalism", "capitalism", "capitalism", "capitalism", "capitalism", "capitalism", "car", "car", "car", "car", "car", "car", "car", "carbon", "carbon", "carbon", "carbon", "carbon", "carbon", "carbon", "carbon", "carbon_tax", "carbon_tax", "carbon_tax", "carbon_tax", "carbon_tax", "carbon_tax", "care", "care", "care", "career", "catalyst", "cause", "cause", "cause", "cause", "cause", "cause", "chance", "chance", "change", "change", "change", "change", "change", "change", "change", "changed", "chaotic", "chicken", "child", "child", "child", "child", "child", "children", "city", "city", "classroom", "classroom", "clean", "clean", "clean", "clean", "clean", "clean", "clean", "clean", "climate", "climate", "climate", "climate", "climate", "climate", "climate", "climate_change", "climate_change", "climate_change", "climate_change", "climate_change", "climate_change", "climate_change", "climate_change", "club", "co", "co", "co", "co", "co", "co", "co", "coal", "coal", "coal", "coal", "coal", "coal", "coastal", "collapse", "collapse", "collusion", "commit", "communicate", "community", "community", "concentrate", "conservation", "conservative", "conservative", "contribution", "control", "control", "control", "control", "control", "cope", "cost", "cost", "cost", "cost", "cost", "cost", "cost", "couch", "could", "could", "could", "could", "could", "count", "crazy", "create", "create", "create", "create", "create", "create", "create", "crop", "cup", "cut", "cut", "cut", "cut", "day", "day", "day", "day", "decan", "decide", "decide", "decrease", "define", "demand", "democracy", "democratic", "den", "descendant", "describe", "difficult", "dioxide", "dioxide", "dioxide", "direct", "direkt", "disappear", "discussion", "discussion", "ditch", "do", "do", "do", "do", "do", "do", "do", "do", "donation", "drastic", "drastically", "drastically", "drauf", "drawdown", "dream", "earth", "earth", "earth", "earth", "earth", "earth", "earth", "earth", "eat", "eat", "eat", "eatin", "edit", "educate", "educate", "effect", "effect", "effect", "effect", "effect", "effect", "effectively", "eg", "einfuhren", "emission", "emission", "emission", "emission", "emission", "emission", "emission", "emission", "enabling", "endowment", "energy", "energy", "energy", "energy", "energy", "energy", "energy", "energy", "enterprise", "environment", "environment", "environment", "environment", "environment", "environment", "equal", "es", "everybody", "everything", "everything", "everything", "everything", "everything", "everything", "expansion", "expulsion", "extinction", "extinction", "fact", "fact", "fact", "factor", "failure", "fall", "fall", "farm", "fee", "feel", "feel", "financial", "financial", "find", "find", "find", "find", "find", "find", "find", "fishy", "fix", "fix", "fix", "fix", "fix", "flat", "flat", "foist", "food", "food", "food", "food", "food", "food", "fossil_fuel", "fossil_fuel", "fossil_fuel", "fossil_fuel", "fossil_fuel", "fossil_fuel", "friend", "furry", "fusion", "future", "future", "future", "future", "future", "gain", "gain", "gas", "gas", "gas", "gas", "gas", "gas", "generate", "geothermal", "geothermal", "get", "get", "get", "get", "get", "get", "get", "get", "gibt", "give", "give", "give", "give", "give", "gleich", "global_warming", "global_warming", "global_warming", "global_warming", "global_warming", "globally", "go", "go", "go", "go", "go", "go", "go", "go", "good", "good", "good", "good", "good", "good", "good", "good", "government", "government", "government", "government", "government", "government", "government", "grade", "grade", "gradual", "grandchild", "grandchildren", "great", "great", "great", "great", "green", "green", "green", "green", "green", "greenhouse", "greenhouse", "handle", "handy", "happen", "happen", "happen", "happen", "happen", "happen", "happen", "hawken", "head", "heavy", "heavy", "help", "help", "help", "help", "highly", "highly", "hinder", "house", "house", "huge", "huge", "human", "human", "human", "human", "human", "human", "hunt", "husbandry", "immediately", "immediately", "impact", "impact", "impact", "impact", "impact", "impact", "impact", "impending", "implement", "implement", "impression", "improvement", "include", "include", "include", "include", "include", "individual", "individual", "individual", "individual", "individual", "individual", "industry", "industry", "industry", "industry", "industry", "information", "initiative", "installation", "institution", "intellectually", "irresponsible", "island", "issue", "issue", "issue", "issue", "issue", "issue", "job", "job", "job", "job", "join", "justifiable", "kind", "know", "know", "know", "know", "know", "know", "know", "land", "land", "land", "land", "laugh", "lazy", "lease", "least", "least", "less", "less", "less", "less", "less", "less", "less", "less", "life", "life", "life", "like", "link", "liquid", "listen", "listen", "listen", "listen", "listen", "little", "little", "livestock", "log", "look", "look", "look", "look", "look", "lot", "lot", "lot", "lot", "lot", "lot", "luck", "lvt", "magazine", "magic", "major", "major", "major", "make", "make", "make", "make", "make", "make", "make", "make", "mankind", "many", "many", "many", "many", "many", "massive", "massive", "massive", "may", "may", "may", "may", "may", "may", "measurable", "meat", "meat", "meat", "minimal", "misdirection", "mishmash", "mit", "mix", "mobilise", "mode", "money", "money", "money", "money", "money", "move", "move", "much", "much", "much", "much", "much", "much", "much", "multiple", "muss", "nahrwerten", "natural", "natural", "natural", "natural", "natural", "natural", "natural", "necessary", "need", "need", "need", "need", "need", "need", "need", "need", "none", "northern", "not", "not", "not", "not", "not", "not", "not", "not", "nothing", "nothing", "nothing", "nothing", "nothing", "noticeable", "nuclear", "nuclear", "nuclear", "nuclear", "nuclear", "number", "number", "number", "number", "number", "objective", "obvious", "obvious", "oder", "offender", "open", "opportunity", "opportunity", "other", "other", "other", "outdated", "owl", "paech", "paper", "paper", "pass", "path", "path", "patriarchy", "paul", "people", "people", "people", "people", "people", "people", "people", "people", "phase", "physical", "pigouvian", "pigovian", "pill", "pipe", "planet", "planet", "planet", "planet", "planet", "planet", "planet", "planet", "plant", "plant", "plant", "plant", "plant", "plant", "plant", "point", "point", "point", "point", "point", "point", "point", "politic", "politician", "pollutant", "pollution", "pollution", "pollution", "pollution", "pollution", "pollution", "pond", "pond", "poor", "population", "population", "population", "population", "population", "pork", "possible", "possible", "possible", "possible", "possible", "possible", "pour", "power", "power", "power", "power", "power", "power", "power", "powerful", "pray", "prepare", "prepare", "prepare", "preservation", "presidency", "preventative", "primarily", "priority", "pro", "proactive", "probably", "probably", "probably", "probably", "problem", "problem", "problem", "problem", "problem", "problem", "problem", "produce", "produce", "produce", "produce", "produce", "produce", "product", "product", "product", "product", "product", "production", "production", "production", "production", "production", "production", "program", "project", "prospect", "protein", "pull", "quickly", "quit", "quit", "radical", "random", "reactor", "reactor", "real", "real", "real", "real", "real", "real", "real", "really", "really", "really", "really", "really", "really", "reasonably", "recommendation", "reduce", "reduce", "reduce", "reduce", "reduce", "reduce", "reduce", "regardless", "reject", "relevant", "relevant", "religious", "relliance", "renewabl", "renewable", "renewable", "renewable_energy", "renewable_energy", "renewable_energy", "renewable_energy", "repair", "repentance", "require", "require", "require", "resilience", "resource", "resource", "resource", "resource", "resource", "resource", "rest", "rest", "rewarding", "risk", "rome", "s", "s", "s", "s", "s", "s", "sad", "sake", "scan", "science", "science", "science", "science", "science", "scientific", "scientific", "scientific", "scientist", "scientist", "scientist", "scientist", "scientist", "scientist", "scientist", "see", "see", "see", "see", "see", "see", "see", "see", "senate", "set", "set", "shell", "shift", "shift", "shift", "shit", "shit", "short", "shot", "show", "show", "show", "sidewalk", "sind", "situation", "social", "society", "society", "society", "solar", "solar", "solar", "solar", "solar", "solar", "solar", "solar", "solution", "solution", "solution", "solution", "solution", "solution", "solution", "solution", "something", "something", "something", "something", "something", "source", "source", "source", "source", "south", "south", "specie", "spotted", "spread", "spread", "spread", "standard", "standard", "start", "start", "start", "start", "start", "start", "state", "state", "state", "state", "stewardship", "stop", "stop", "stop", "stop", "stop", "stop", "stop", "stop", "storage", "storage", "strategy", "strategy", "study", "study", "subject", "subsidize", "sue", "suicide", "sure", "sure", "sure", "sure", "sure", "sure", "sustainable", "sustainable", "sustainable", "sustainable", "system", "system", "system", "system", "system", "take", "take", "take", "take", "take", "take", "take", "take", "tax", "tax", "tax", "tax", "tax", "team", "team", "team", "technology", "technology", "technology", "technology", "technology", "temperature", "temperature", "temperature", "temperature", "temperature", "temperature", "term", "term", "term", "term", "theoretically", "thing", "thing", "thing", "thing", "thing", "thing", "thing", "thing", "think", "think", "think", "think", "think", "think", "think", "thrust", "thunderstorm", "time", "time", "time", "time", "time", "time", "time", "time", "timeline", "today", "top", "transform", "transition", "transition", "transition", "transition", "transportation", "trend", "trump", "trump", "trump", "trump", "try", "try", "try", "try", "try", "tun", "tuvalu", "ultimately", "unlikely", "use", "use", "use", "use", "use", "use", "use", "use", "vegetarianism", "verpflichtend", "viele", "visit", "volunteer", "vorne", "warm", "warm", "warm", "warm", "warm", "warming", "wasserverbrauch", "waste", "waste", "waste", "waste", "waste", "waste", "waste", "waste", "way", "way", "way", "way", "way", "way", "way", "weakness", "week", "weight", "western", "word", "word", "world", "world", "world", "world", "world", "would", "would", "would", "would", "would", "would", "would", "would", "wrong", "wrong", "year", "year", "year", "year", "year", "year", "zu"]}, "R": 30, "lambda.step": 0.01, "plot.opts": {"xlab": "PC1", "ylab": "PC2"}, "topic.order": [4, 6, 8, 2, 1, 3, 7, 5]};

function LDAvis_load_lib(url, callback){
  var s = document.createElement('script');
  s.src = url;
  s.async = true;
  s.onreadystatechange = s.onload = callback;
  s.onerror = function(){console.warn("failed to load library " + url);};
  document.getElementsByTagName("head")[0].appendChild(s);
}

if(typeof(LDAvis) !== "undefined"){
   // already loaded: just create the visualization
   !function(LDAvis){
       new LDAvis("#" + "ldavis_el3003349268510162955193241", ldavis_el3003349268510162955193241_data);
   }(LDAvis);
}else if(typeof define === "function" && define.amd){
   // require.js is available: use it to load d3/LDAvis
   require.config({paths: {d3: "https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min"}});
   require(["d3"], function(d3){
      window.d3 = d3;
      LDAvis_load_lib("https://cdn.rawgit.com/bmabey/pyLDAvis/files/ldavis.v1.0.0.js", function(){
        new LDAvis("#" + "ldavis_el3003349268510162955193241", ldavis_el3003349268510162955193241_data);
      });
    });
}else{
    // require.js not available: dynamically load d3 & LDAvis
    LDAvis_load_lib("https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js", function(){
         LDAvis_load_lib("https://cdn.rawgit.com/bmabey/pyLDAvis/files/ldavis.v1.0.0.js", function(){
                 new LDAvis("#" + "ldavis_el3003349268510162955193241", ldavis_el3003349268510162955193241_data);
            })
         });
}
</script>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h3 id="Calculate-the-most-dominant-topic-for-each-answer">Calculate the most dominant topic for each answer<a class="anchor-link" href="#Calculate-the-most-dominant-topic-for-each-answer">&#182;</a></h3>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>To find that, we find the topic number that has the highest percentage contribution in that document</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[76]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">format_topics_sentences</span><span class="p">(</span><span class="n">ldamodel</span><span class="o">=</span><span class="n">optimal_model</span><span class="p">,</span> <span class="n">corpus</span><span class="o">=</span><span class="n">corpus</span><span class="p">,</span> <span class="n">texts</span> <span class="o">=</span> <span class="n">opinions</span><span class="p">):</span>
    <span class="c1"># Init output</span>
    <span class="n">sent_topics_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">()</span>

    <span class="c1"># Get main topic in each document</span>
    <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">ldamodel</span><span class="p">[</span><span class="n">corpus</span><span class="p">]):</span>
        <span class="n">row</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]),</span> <span class="n">reverse</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
        <span class="c1"># Get the Dominant topic, Perc Contribution and Keywords for each document</span>
        <span class="k">for</span> <span class="n">j</span><span class="p">,</span> <span class="p">(</span><span class="n">topic_num</span><span class="p">,</span> <span class="n">prop_topic</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">row</span><span class="p">):</span>
            <span class="k">if</span> <span class="n">j</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>  <span class="c1"># =&gt; dominant topic</span>
                <span class="n">wp</span> <span class="o">=</span> <span class="n">ldamodel</span><span class="o">.</span><span class="n">show_topic</span><span class="p">(</span><span class="n">topic_num</span><span class="p">)</span>
                <span class="n">topic_keywords</span> <span class="o">=</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">([</span><span class="n">word</span> <span class="k">for</span> <span class="n">word</span><span class="p">,</span> <span class="n">prop</span> <span class="ow">in</span> <span class="n">wp</span><span class="p">])</span>
                <span class="n">sent_topics_df</span> <span class="o">=</span> <span class="n">sent_topics_df</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">([</span><span class="nb">int</span><span class="p">(</span><span class="n">topic_num</span><span class="p">),</span> <span class="nb">round</span><span class="p">(</span><span class="n">prop_topic</span><span class="p">,</span><span class="mi">4</span><span class="p">),</span> <span class="n">topic_keywords</span><span class="p">]),</span> <span class="n">ignore_index</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
            <span class="k">else</span><span class="p">:</span>
                <span class="k">break</span>
    <span class="n">sent_topics_df</span><span class="o">.</span><span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Dominant_Topic&#39;</span><span class="p">,</span> <span class="s1">&#39;Perc_Contribution&#39;</span><span class="p">,</span> <span class="s1">&#39;Topic_Keywords&#39;</span><span class="p">]</span>

    <span class="c1"># Add original text to the end of the output</span>
    <span class="n">contents</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">texts</span><span class="p">)</span>
    <span class="n">sent_topics_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">sent_topics_df</span><span class="p">,</span> <span class="n">contents</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
    <span class="k">return</span><span class="p">(</span><span class="n">sent_topics_df</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[77]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_topic_sents_keywords</span> <span class="o">=</span> <span class="n">format_topics_sentences</span><span class="p">(</span><span class="n">ldamodel</span><span class="o">=</span><span class="n">optimal_model</span><span class="p">,</span> <span class="n">corpus</span><span class="o">=</span><span class="n">corpus</span><span class="p">,</span> <span class="n">texts</span><span class="o">=</span><span class="n">opinions</span><span class="p">)</span>

<span class="c1"># Format</span>
<span class="n">df_dominant_topic</span> <span class="o">=</span> <span class="n">df_topic_sents_keywords</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
<span class="n">df_dominant_topic</span><span class="o">.</span><span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Document_No&#39;</span><span class="p">,</span> <span class="s1">&#39;Dominant_Topic&#39;</span><span class="p">,</span> <span class="s1">&#39;Topic_Perc_Contrib&#39;</span><span class="p">,</span> <span class="s1">&#39;Topic_Keywords&#39;</span><span class="p">,</span> <span class="s1">&#39;Opinion&#39;</span><span class="p">]</span>

<span class="c1"># Show</span>
<span class="n">df_dominant_topic</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[77]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Document_No</th>
      <th>Dominant_Topic</th>
      <th>Topic_Perc_Contrib</th>
      <th>Topic_Keywords</th>
      <th>Opinion</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>0</td>
      <td>6.0</td>
      <td>0.5867</td>
      <td>not, change, need, year, do, energy, can, thin...</td>
      <td>Government incentives to upgrade coal fired po...</td>
    </tr>
    <tr>
      <th>1</th>
      <td>1</td>
      <td>0.0</td>
      <td>0.8749</td>
      <td>not, stop, people, make, do, need, climate_cha...</td>
      <td>Keep encouraging regulations reducing pollutan...</td>
    </tr>
    <tr>
      <th>2</th>
      <td>2</td>
      <td>1.0</td>
      <td>0.8749</td>
      <td>climate_change, human, would, climate, nothing...</td>
      <td>The eruption of two supervolcanoes would take ...</td>
    </tr>
    <tr>
      <th>3</th>
      <td>3</td>
      <td>4.0</td>
      <td>0.8184</td>
      <td>reduce, emission, thing, not, carbon, try, con...</td>
      <td>If every human being on the planet dropped dea...</td>
    </tr>
    <tr>
      <th>4</th>
      <td>4</td>
      <td>1.0</td>
      <td>0.9786</td>
      <td>climate_change, human, would, climate, nothing...</td>
      <td>There is nothing we can do as individuals. No ...</td>
    </tr>
    <tr>
      <th>5</th>
      <td>5</td>
      <td>3.0</td>
      <td>0.9453</td>
      <td>climate_change, do, not, go, earth, change, pe...</td>
      <td>Its okay to accept the facts even when the fac...</td>
    </tr>
    <tr>
      <th>6</th>
      <td>6</td>
      <td>1.0</td>
      <td>0.9027</td>
      <td>climate_change, human, would, climate, nothing...</td>
      <td>A couple of super volcanoes would be immediate...</td>
    </tr>
    <tr>
      <th>7</th>
      <td>7</td>
      <td>6.0</td>
      <td>0.9485</td>
      <td>not, change, need, year, do, energy, can, thin...</td>
      <td>Placing hope in random natural disasters seems...</td>
    </tr>
    <tr>
      <th>8</th>
      <td>8</td>
      <td>3.0</td>
      <td>0.9708</td>
      <td>climate_change, do, not, go, earth, change, pe...</td>
      <td>If people truly gave a shit about the future f...</td>
    </tr>
    <tr>
      <th>9</th>
      <td>9</td>
      <td>7.0</td>
      <td>0.9726</td>
      <td>stop, not, people, do, gas, atmosphere, emissi...</td>
      <td>We have to act now as strongly as possible to ...</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Sometimes just the topic keywords may not be enough to make sense of what a topic is about. So, to help with understanding the topic, you can find the documents a given topic has contributed to the most and infer the topic by reading that document.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[82]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Group top 5 sentences under each topic</span>
<span class="n">sent_topics_sorted</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">()</span>

<span class="n">sent_topics_outdf_grpd</span> <span class="o">=</span> <span class="n">df_topic_sents_keywords</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;Dominant_Topic&#39;</span><span class="p">)</span>

<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">grp</span> <span class="ow">in</span> <span class="n">sent_topics_outdf_grpd</span><span class="p">:</span>
    <span class="n">sent_topics_sorted</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">sent_topics_sorted</span><span class="p">,</span> 
                                             <span class="n">grp</span><span class="o">.</span><span class="n">sort_values</span><span class="p">([</span><span class="s1">&#39;Perc_Contribution&#39;</span><span class="p">],</span> <span class="n">ascending</span><span class="o">=</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">1</span><span class="p">)],</span> 
                                            <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>

<span class="c1"># Reset Index    </span>
<span class="n">sent_topics_sorted</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="c1"># Format</span>
<span class="n">sent_topics_sorted</span><span class="o">.</span><span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Topic_Num&#39;</span><span class="p">,</span> <span class="s2">&quot;Topic_Perc_Contrib&quot;</span><span class="p">,</span> <span class="s2">&quot;Keywords&quot;</span><span class="p">,</span> <span class="s2">&quot;Text&quot;</span><span class="p">]</span>

<span class="c1"># Show</span>
<span class="n">sent_topics_sorted</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">8</span><span class="p">)</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[82]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Topic_Num</th>
      <th>Topic_Perc_Contrib</th>
      <th>Keywords</th>
      <th>Text</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>0.0</td>
      <td>0.9849</td>
      <td>not, stop, people, make, do, need, climate_cha...</td>
      <td>TAKE PERSONAL RESPONSIBILITY IN EVERYTHING : -...</td>
    </tr>
    <tr>
      <th>1</th>
      <td>1.0</td>
      <td>0.9931</td>
      <td>climate_change, human, would, climate, nothing...</td>
      <td>Heres what the official position of the AAAS (...</td>
    </tr>
    <tr>
      <th>2</th>
      <td>2.0</td>
      <td>0.9917</td>
      <td>go, think, less, carbon, good, make, source, g...</td>
      <td>In the scientific papers which considered clim...</td>
    </tr>
    <tr>
      <th>3</th>
      <td>3.0</td>
      <td>0.9936</td>
      <td>climate_change, do, not, go, earth, change, pe...</td>
      <td>Three things: 1) Deal with the fact that its h...</td>
    </tr>
    <tr>
      <th>4</th>
      <td>4.0</td>
      <td>0.9786</td>
      <td>reduce, emission, thing, not, carbon, try, con...</td>
      <td>The only real solution for climate change and ...</td>
    </tr>
    <tr>
      <th>5</th>
      <td>5.0</td>
      <td>0.9928</td>
      <td>not, climate_change, use, solution, do, make, ...</td>
      <td>What should be done about climate change? In o...</td>
    </tr>
    <tr>
      <th>6</th>
      <td>6.0</td>
      <td>0.9801</td>
      <td>not, change, need, year, do, energy, can, thin...</td>
      <td>Es gibt viele Sachen zu tun (nachhaltiger zu l...</td>
    </tr>
    <tr>
      <th>7</th>
      <td>7.0</td>
      <td>0.9932</td>
      <td>stop, not, people, do, gas, atmosphere, emissi...</td>
      <td>The atmosphere does not necessarily have to ge...</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h4 id="#-what-is-the-most-illustrative-opinion-of-Topic-nr-1?"># what is the most illustrative opinion of Topic nr 1?<a class="anchor-link" href="##-what-is-the-most-illustrative-opinion-of-Topic-nr-1?">&#182;</a></h4>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[98]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sent_topics_sorted</span><span class="p">[</span><span class="n">sent_topics_sorted</span><span class="p">[</span><span class="s1">&#39;Topic_Num&#39;</span><span class="p">]</span><span class="o">==</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">3</span><span class="p">]</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[98]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&#39;Heres what the official position of the AAAS (American Association for the Advancement of Science) on climate change: &#34;Surveys show that many Americans think climate change is still a topic of significant scientific disagreement.[i] Thus, it is important and increasingly urgent for the public to know there is now a high degree of agreement among climate scientists that human-caused climate change is real. Moreover, while the public is becoming aware that climate change is increasing the likelihood of certain local disasters, many people do not yet understand that there is a small, but real chance of abrupt, unpredictable and potentially irreversible changes with highly damaging impacts on people in the United States and around the world.&#34; The AAAS &#34;is the worlds largest and most prestigious general scientific society, with 126,995 individual and institutional members at the end of 2008,[1] and is the publisher of the well-known scientific journal Science, which has a weekly circulation of 138,549. Unfortunately, America is infested with millions of scientifically illiterate people who instead of admitting their ignorance, deny the merits of science and the integrity of scientists. Such people are easily manipulated by the powerful, amoral fossil fuel industry. This question and some of the &#34;answers&#34; here demonstrate my point. Funny how those who reject science express themselves via computers linked by the Internet. Unfortunately, those who reject science rarely have the self-awareness needed for a sense of irony.&#39;</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h4 id="#-what-is-the-most-illustrative-opinion-of-Topic-nr-7?"># what is the most illustrative opinion of Topic nr 7?<a class="anchor-link" href="##-what-is-the-most-illustrative-opinion-of-Topic-nr-7?">&#182;</a></h4>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[100]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sent_topics_sorted</span><span class="p">[</span><span class="n">sent_topics_sorted</span><span class="p">[</span><span class="s1">&#39;Topic_Num&#39;</span><span class="p">]</span><span class="o">==</span><span class="mi">7</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">3</span><span class="p">]</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[100]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&#39;The atmosphere does not necessarily have to get cleaner every year, but it must get less dirty than our expectations. So how can Airshares appreciate in value as the atmosphere beats our expectations? How can Airshares depreciate in value as the atmosphere doesnt meet our expectations? Simple answer is to issue carbon dividends to Airshareholders every year. The number of carbon dividends an Airshareholder receives will not just depend on the number of Airshares held, but also on where the atmosphere hits the institutions pollution target for that year. Simply, the cleaner the atmosphere than expected, the more carbon dividends issued; the dirtier the atmosphere than expected, the fewer carbon dividends issued. This creates a profit incentive for Airshareholders to clean the atmosphere. But isnt this just a carbon tax? No. A carbon tax only depresses industry without creating any other tangible wealth in the process. This means the higher the carbon tax levied, the more depressed industry becomes, the lower a countrys GDP becomes, and the less taxes collected by the institution that year. This is why no country wants to levy even a reasonable carbon tax. So how would Airshares counteract the depression of the carbon tax? Simple: Airshares have market value which will contribute to GDP, total wealth, and tax revenue. The reason Airshares and their respective carbon dividends have market value is because entities want to be allowed to pollute without being charged with property damage.&#39;</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h4 id="#-what-is-the-most-illustrative-opinion-of-Topic-nr-6?"># what is the most illustrative opinion of Topic nr 6?<a class="anchor-link" href="##-what-is-the-most-illustrative-opinion-of-Topic-nr-6?">&#182;</a></h4>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[101]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sent_topics_sorted</span><span class="p">[</span><span class="n">sent_topics_sorted</span><span class="p">[</span><span class="s1">&#39;Topic_Num&#39;</span><span class="p">]</span><span class="o">==</span><span class="mi">6</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">3</span><span class="p">]</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[101]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&#39;Es gibt viele Sachen zu tun (nachhaltiger zu leben) und nicht zu tun (kein Plastik mehr zu produzieren/ zu verwenden).... Das sind nur einzelne Beispiele... Es gibt so viele von denen!!!! Wir sind aber auch viele Menschen auf der Erde!!!! Es gibt viel zu tun Leute!!! Also ran an die Arbeit!!&#39;</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span> 
</pre></div>

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

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

 
</html>