Boston_Airbnb_Data_Analysis.html

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

<title>Boston Airbnb Data Analysis</title>

<script type="text/javascript" src="http://gc.kis.v2.scr.kaspersky-labs.com/2479EC30-7AD8-6543-A8EB-AF98820A739E/main.js" charset="UTF-8"></script><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/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Boston-Airbnb-Open-Data">Boston Airbnb Open Data<a class="anchor-link" href="#Boston-Airbnb-Open-Data">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Business-Understadning">Business Understadning<a class="anchor-link" href="#Business-Understadning">&#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>Since 2008, guests and hosts have used Airbnb to travel in a more unique, personalized way. As part of the Airbnb Inside initiative, this dataset describes the listing activity of homestays in Boston, MA.</p>
<p>Using this dataset I will try to answer three questions:</p>
<ol>
<li>What are the major factors that influence the price of an Airbnb rental in Boston?</li>
<li>Which neighborhoods in Boston have the highest rental prices?</li>
<li>What time of year has the highest rental prices?</li>
</ol>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Data-Understanding">Data Understanding<a class="anchor-link" href="#Data-Understanding">&#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>The following Airbnb activity is included in this Boston dataset:</p>
<ul>
<li>Listings, including full descriptions and average review score.   </li>
<li>Calendar, including listing id and the price and availability for that day.</li>
</ul>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[1]:</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">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">from</span> <span class="nn">sklearn.impute</span> <span class="k">import</span> <span class="n">SimpleImputer</span>
<span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="k">import</span> <span class="n">train_test_split</span>
<span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="k">import</span> <span class="n">r2_score</span>
<span class="kn">from</span> <span class="nn">sklearn.ensemble</span> <span class="k">import</span> <span class="n">RandomForestRegressor</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>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[2]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">listings</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;listings.csv&#39;</span><span class="p">)</span>
<span class="n">calendar</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;calendar.csv&#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;[3]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">listings</span><span class="o">.</span><span class="n">head</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[3]:</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>id</th>
      <th>listing_url</th>
      <th>scrape_id</th>
      <th>last_scraped</th>
      <th>name</th>
      <th>summary</th>
      <th>space</th>
      <th>description</th>
      <th>experiences_offered</th>
      <th>neighborhood_overview</th>
      <th>...</th>
      <th>review_scores_value</th>
      <th>requires_license</th>
      <th>license</th>
      <th>jurisdiction_names</th>
      <th>instant_bookable</th>
      <th>cancellation_policy</th>
      <th>require_guest_profile_picture</th>
      <th>require_guest_phone_verification</th>
      <th>calculated_host_listings_count</th>
      <th>reviews_per_month</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>12147973</td>
      <td>https://www.airbnb.com/rooms/12147973</td>
      <td>20160906204935</td>
      <td>2016-09-07</td>
      <td>Sunny Bungalow in the City</td>
      <td>Cozy, sunny, family home.  Master bedroom high...</td>
      <td>The house has an open and cozy feel at the sam...</td>
      <td>Cozy, sunny, family home.  Master bedroom high...</td>
      <td>none</td>
      <td>Roslindale is quiet, convenient and friendly. ...</td>
      <td>...</td>
      <td>NaN</td>
      <td>f</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>f</td>
      <td>moderate</td>
      <td>f</td>
      <td>f</td>
      <td>1</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>1</th>
      <td>3075044</td>
      <td>https://www.airbnb.com/rooms/3075044</td>
      <td>20160906204935</td>
      <td>2016-09-07</td>
      <td>Charming room in pet friendly apt</td>
      <td>Charming and quiet room in a second floor 1910...</td>
      <td>Small but cozy and quite room with a full size...</td>
      <td>Charming and quiet room in a second floor 1910...</td>
      <td>none</td>
      <td>The room is in Roslindale, a diverse and prima...</td>
      <td>...</td>
      <td>9.0</td>
      <td>f</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>t</td>
      <td>moderate</td>
      <td>f</td>
      <td>f</td>
      <td>1</td>
      <td>1.30</td>
    </tr>
    <tr>
      <th>2</th>
      <td>6976</td>
      <td>https://www.airbnb.com/rooms/6976</td>
      <td>20160906204935</td>
      <td>2016-09-07</td>
      <td>Mexican Folk Art Haven in Boston</td>
      <td>Come stay with a friendly, middle-aged guy in ...</td>
      <td>Come stay with a friendly, middle-aged guy in ...</td>
      <td>Come stay with a friendly, middle-aged guy in ...</td>
      <td>none</td>
      <td>The LOCATION: Roslindale is a safe and diverse...</td>
      <td>...</td>
      <td>10.0</td>
      <td>f</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>f</td>
      <td>moderate</td>
      <td>t</td>
      <td>f</td>
      <td>1</td>
      <td>0.47</td>
    </tr>
    <tr>
      <th>3</th>
      <td>1436513</td>
      <td>https://www.airbnb.com/rooms/1436513</td>
      <td>20160906204935</td>
      <td>2016-09-07</td>
      <td>Spacious Sunny Bedroom Suite in Historic Home</td>
      <td>Come experience the comforts of home away from...</td>
      <td>Most places you find in Boston are small howev...</td>
      <td>Come experience the comforts of home away from...</td>
      <td>none</td>
      <td>Roslindale is a lovely little neighborhood loc...</td>
      <td>...</td>
      <td>10.0</td>
      <td>f</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>f</td>
      <td>moderate</td>
      <td>f</td>
      <td>f</td>
      <td>1</td>
      <td>1.00</td>
    </tr>
    <tr>
      <th>4</th>
      <td>7651065</td>
      <td>https://www.airbnb.com/rooms/7651065</td>
      <td>20160906204935</td>
      <td>2016-09-07</td>
      <td>Come Home to Boston</td>
      <td>My comfy, clean and relaxing home is one block...</td>
      <td>Clean, attractive, private room, one block fro...</td>
      <td>My comfy, clean and relaxing home is one block...</td>
      <td>none</td>
      <td>I love the proximity to downtown, the neighbor...</td>
      <td>...</td>
      <td>10.0</td>
      <td>f</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>f</td>
      <td>flexible</td>
      <td>f</td>
      <td>f</td>
      <td>1</td>
      <td>2.25</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 95 columns</p>
</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;[4]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">listings</span><span class="o">.</span><span class="n">info</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>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 3585 entries, 0 to 3584
Data columns (total 95 columns):
id                                  3585 non-null int64
listing_url                         3585 non-null object
scrape_id                           3585 non-null int64
last_scraped                        3585 non-null object
name                                3585 non-null object
summary                             3442 non-null object
space                               2528 non-null object
description                         3585 non-null object
experiences_offered                 3585 non-null object
neighborhood_overview               2170 non-null object
notes                               1610 non-null object
transit                             2295 non-null object
access                              2096 non-null object
interaction                         2031 non-null object
house_rules                         2393 non-null object
thumbnail_url                       2986 non-null object
medium_url                          2986 non-null object
picture_url                         3585 non-null object
xl_picture_url                      2986 non-null object
host_id                             3585 non-null int64
host_url                            3585 non-null object
host_name                           3585 non-null object
host_since                          3585 non-null object
host_location                       3574 non-null object
host_about                          2276 non-null object
host_response_time                  3114 non-null object
host_response_rate                  3114 non-null object
host_acceptance_rate                3114 non-null object
host_is_superhost                   3585 non-null object
host_thumbnail_url                  3585 non-null object
host_picture_url                    3585 non-null object
host_neighbourhood                  3246 non-null object
host_listings_count                 3585 non-null int64
host_total_listings_count           3585 non-null int64
host_verifications                  3585 non-null object
host_has_profile_pic                3585 non-null object
host_identity_verified              3585 non-null object
street                              3585 non-null object
neighbourhood                       3042 non-null object
neighbourhood_cleansed              3585 non-null object
neighbourhood_group_cleansed        0 non-null float64
city                                3583 non-null object
state                               3585 non-null object
zipcode                             3547 non-null object
market                              3571 non-null object
smart_location                      3585 non-null object
country_code                        3585 non-null object
country                             3585 non-null object
latitude                            3585 non-null float64
longitude                           3585 non-null float64
is_location_exact                   3585 non-null object
property_type                       3582 non-null object
room_type                           3585 non-null object
accommodates                        3585 non-null int64
bathrooms                           3571 non-null float64
bedrooms                            3575 non-null float64
beds                                3576 non-null float64
bed_type                            3585 non-null object
amenities                           3585 non-null object
square_feet                         56 non-null float64
price                               3585 non-null object
weekly_price                        892 non-null object
monthly_price                       888 non-null object
security_deposit                    1342 non-null object
cleaning_fee                        2478 non-null object
guests_included                     3585 non-null int64
extra_people                        3585 non-null object
minimum_nights                      3585 non-null int64
maximum_nights                      3585 non-null int64
calendar_updated                    3585 non-null object
has_availability                    0 non-null float64
availability_30                     3585 non-null int64
availability_60                     3585 non-null int64
availability_90                     3585 non-null int64
availability_365                    3585 non-null int64
calendar_last_scraped               3585 non-null object
number_of_reviews                   3585 non-null int64
first_review                        2829 non-null object
last_review                         2829 non-null object
review_scores_rating                2772 non-null float64
review_scores_accuracy              2762 non-null float64
review_scores_cleanliness           2767 non-null float64
review_scores_checkin               2765 non-null float64
review_scores_communication         2767 non-null float64
review_scores_location              2763 non-null float64
review_scores_value                 2764 non-null float64
requires_license                    3585 non-null object
license                             0 non-null float64
jurisdiction_names                  0 non-null float64
instant_bookable                    3585 non-null object
cancellation_policy                 3585 non-null object
require_guest_profile_picture       3585 non-null object
require_guest_phone_verification    3585 non-null object
calculated_host_listings_count      3585 non-null int64
reviews_per_month                   2829 non-null float64
dtypes: float64(18), int64(15), object(62)
memory usage: 2.6+ MB
</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;[5]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">calendar</span><span class="o">.</span><span class="n">head</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[5]:</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>listing_id</th>
      <th>date</th>
      <th>available</th>
      <th>price</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>12147973</td>
      <td>2017-09-05</td>
      <td>f</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>1</th>
      <td>12147973</td>
      <td>2017-09-04</td>
      <td>f</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>2</th>
      <td>12147973</td>
      <td>2017-09-03</td>
      <td>f</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>3</th>
      <td>12147973</td>
      <td>2017-09-02</td>
      <td>f</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>4</th>
      <td>12147973</td>
      <td>2017-09-01</td>
      <td>f</td>
      <td>NaN</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;[6]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">calendar</span><span class="o">.</span><span class="n">info</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>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 1308890 entries, 0 to 1308889
Data columns (total 4 columns):
listing_id    1308890 non-null int64
date          1308890 non-null object
available     1308890 non-null object
price         643037 non-null object
dtypes: int64(1), object(3)
memory usage: 39.9+ MB
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Data-Preparation">Data Preparation<a class="anchor-link" href="#Data-Preparation">&#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">
<h3 id="Start-with--listings-dataset">Start with  listings dataset<a class="anchor-link" href="#Start-with--listings-dataset">&#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;[7]:</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">clean_listings</span><span class="p">(</span><span class="n">df</span><span class="p">):</span>
    
    <span class="c1"># Convert price type from string to float and remove $ sign and commas</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;$&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;,&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;extra_people&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;extra_people&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;$&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;cleaning_fee&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;cleaning_fee&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;$&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
    
    <span class="c1"># Covert boolean data from string type to true and false</span>
    <span class="n">bool_col</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;requires_license&#39;</span><span class="p">,</span> <span class="s1">&#39;instant_bookable&#39;</span><span class="p">,</span> <span class="s1">&#39;require_guest_profile_picture&#39;</span><span class="p">,</span> 
                <span class="s1">&#39;require_guest_phone_verification&#39;</span><span class="p">,</span> <span class="s1">&#39;is_location_exact&#39;</span><span class="p">,</span> <span class="s1">&#39;host_is_superhost&#39;</span><span class="p">,</span> <span class="s1">&#39;host_has_profile_pic&#39;</span><span class="p">,</span> 
                <span class="s1">&#39;host_identity_verified&#39;</span><span class="p">]</span>
    <span class="n">df</span><span class="p">[</span><span class="n">bool_col</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">bool_col</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">({</span><span class="s1">&#39;t&#39;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="s1">&#39;f&#39;</span><span class="p">:</span> <span class="kc">False</span><span class="p">})</span>
    
    <span class="c1"># Since &#39;experiences_offered&#39;, &#39;state&#39;, &#39;country&#39; and &#39;country_code&#39; has only one value across all rows which is &#39;none&#39;,</span>
    <span class="c1">#&#39;MA&#39;, and &#39;US&#39;, and &#39;United States&#39; respectively, these columns will not affect the result so it will be dropped.</span>
    <span class="c1"># Also, cities and market are mostly Boston</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;experiences_offered&#39;</span><span class="p">,</span> <span class="s1">&#39;state&#39;</span><span class="p">,</span> <span class="s1">&#39;country&#39;</span><span class="p">,</span> <span class="s1">&#39;country_code&#39;</span><span class="p">,</span> <span class="s1">&#39;city&#39;</span><span class="p">,</span> <span class="s1">&#39;market&#39;</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="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="c1"># Since host_listings_count and host_total_listings_count, and &#39;city&#39; and &#39;smart_location&#39; have the same values, </span>
    <span class="c1">#I will drop host_total_listings_count and &#39;smart_location&#39;</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;host_total_listings_count&#39;</span><span class="p">,</span> <span class="s1">&#39;smart_location&#39;</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="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="c1">### Drop price outliers (above 500), since most prices is less than 500</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">price</span> <span class="o">&gt;</span> <span class="mi">500</span><span class="p">]</span><span class="o">.</span><span class="n">index</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"># Investigate null values</span>
    <span class="c1">## Drop columns with 50% or more missing values</span>
    <span class="n">more_than_50</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">columns</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">isnull</span><span class="p">()</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span> <span class="o">&gt;</span> <span class="mf">0.5</span><span class="p">])</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">more_than_50</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="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="c1">## Fill numerical missing data with mean value</span>
    <span class="n">num_feat</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">select_dtypes</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">number</span><span class="p">)</span>
    <span class="n">num_col</span> <span class="o">=</span> <span class="n">num_feat</span><span class="o">.</span><span class="n">columns</span>

    <span class="n">imp_mean</span> <span class="o">=</span> <span class="n">SimpleImputer</span><span class="p">(</span><span class="n">missing_values</span><span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">,</span> <span class="n">strategy</span><span class="o">=</span> <span class="s1">&#39;mean&#39;</span><span class="p">)</span>
    <span class="n">imp_mean</span> <span class="o">=</span> <span class="n">imp_mean</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">num_feat</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="n">num_col</span><span class="p">]</span> <span class="o">=</span> <span class="n">imp_mean</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">num_col</span><span class="p">])</span>
    
    
    <span class="c1">## Fill categorical missing data with most frequent value</span>
    <span class="n">cat_feat</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">select_dtypes</span><span class="p">(</span><span class="n">include</span><span class="o">=</span><span class="s1">&#39;object&#39;</span><span class="p">)</span>
    <span class="n">cat_col</span> <span class="o">=</span> <span class="n">cat_feat</span><span class="o">.</span><span class="n">columns</span>
    
    <span class="n">most_freq</span> <span class="o">=</span> <span class="n">SimpleImputer</span><span class="p">(</span><span class="n">missing_values</span><span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">,</span> <span class="n">strategy</span><span class="o">=</span> <span class="s1">&#39;most_frequent&#39;</span><span class="p">)</span>
    <span class="n">most_freq</span> <span class="o">=</span> <span class="n">most_freq</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">cat_feat</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="n">cat_col</span><span class="p">]</span> <span class="o">=</span> <span class="n">most_freq</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">cat_col</span><span class="p">])</span>
    
    <span class="c1"># Convert rates type from string to float and remove % sign</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_response_rate&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_response_rate&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;%&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_response_rate&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_response_rate&#39;</span><span class="p">]</span><span class="o">*</span><span class="mf">0.01</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_acceptance_rate&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_acceptance_rate&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;%&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_acceptance_rate&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_acceptance_rate&#39;</span><span class="p">]</span><span class="o">*</span><span class="mf">0.01</span>
    
     <span class="c1"># Convert zipcode from string to int</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;zipcode&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;zipcode&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39; &#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;zipcode&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;zipcode&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;-&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;zipcode&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;zipcode&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>
    
    
    <span class="c1"># Drop URLs</span>
    <span class="n">urls</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;listing_url&#39;</span><span class="p">,</span> <span class="s1">&#39;thumbnail_url&#39;</span><span class="p">,</span> <span class="s1">&#39;medium_url&#39;</span><span class="p">,</span> <span class="s1">&#39;picture_url&#39;</span><span class="p">,</span><span class="s1">&#39;xl_picture_url&#39;</span><span class="p">,</span> <span class="s1">&#39;host_url&#39;</span><span class="p">,</span> <span class="s1">&#39;host_thumbnail_url&#39;</span><span class="p">,</span>
           <span class="s1">&#39;host_picture_url&#39;</span><span class="p">]</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">urls</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="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
     
    <span class="c1"># Drop textual features</span>
    <span class="n">text_feat</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;name&#39;</span><span class="p">,</span> <span class="s1">&#39;summary&#39;</span><span class="p">,</span> <span class="s1">&#39;space&#39;</span><span class="p">,</span> <span class="s1">&#39;neighborhood_overview&#39;</span><span class="p">,</span> <span class="s1">&#39;transit&#39;</span><span class="p">,</span> <span class="s1">&#39;access&#39;</span><span class="p">,</span> <span class="s1">&#39;interaction&#39;</span><span class="p">,</span> <span class="s1">&#39;description&#39;</span><span class="p">,</span>
                 <span class="s1">&#39;house_rules&#39;</span><span class="p">,</span> <span class="s1">&#39;host_name&#39;</span><span class="p">,</span> <span class="s1">&#39;host_about&#39;</span><span class="p">,</span> <span class="s1">&#39;host_location&#39;</span><span class="p">,</span> <span class="s1">&#39;host_neighbourhood&#39;</span><span class="p">,</span> <span class="s1">&#39;street&#39;</span><span class="p">,</span> <span class="p">]</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">text_feat</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="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

    
    <span class="c1"># Drop dates </span>
    <span class="n">dates</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;last_scraped&#39;</span><span class="p">,</span> <span class="s1">&#39;calendar_last_scraped&#39;</span><span class="p">,</span> <span class="s1">&#39;first_review&#39;</span><span class="p">,</span> <span class="s1">&#39;last_review&#39;</span><span class="p">,</span> <span class="s1">&#39;host_since&#39;</span><span class="p">,</span> <span class="s1">&#39;calendar_updated&#39;</span><span class="p">]</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">dates</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="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
   
    <span class="k">return</span> <span class="n">df</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;[8]:</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">Encode_listings</span><span class="p">(</span><span class="n">df</span><span class="p">):</span>
    
    <span class="c1"># Encode amenities feature</span>
    <span class="n">df</span><span class="o">.</span><span class="n">amenities</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">amenities</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;[{&quot;&quot;}]&#39;</span><span class="p">,</span> <span class="s2">&quot;&quot;</span><span class="p">)</span>
    <span class="n">amenity_df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">amenities</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">get_dummies</span><span class="p">(</span><span class="n">sep</span> <span class="o">=</span> <span class="s2">&quot;,&quot;</span><span class="p">)</span>
    
       
    <span class="c1"># Drop the original amenities column and concat the new dataframe</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="s1">&#39;amenities&#39;</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="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    <span class="n">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">df</span><span class="p">,</span> <span class="n">amenity_df</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="c1"># Drop amenities with translation missing</span>
    <span class="n">trans_miss</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;translation missing: en.hosting_amenity_49&#39;</span><span class="p">,</span> <span class="s1">&#39;translation missing: en.hosting_amenity_50&#39;</span><span class="p">]</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">trans_miss</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="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    
    <span class="c1"># Encode host verification</span>
    <span class="n">df</span><span class="o">.</span><span class="n">host_verifications</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">host_verifications</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot;[&#39;&#39;]&quot;</span><span class="p">,</span> <span class="s2">&quot;&quot;</span><span class="p">)</span>
    <span class="n">verification_df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">host_verifications</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">get_dummies</span><span class="p">(</span><span class="n">sep</span> <span class="o">=</span> <span class="s2">&quot;,&quot;</span><span class="p">)</span>
    <span class="n">verification_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">df</span><span class="p">,</span> <span class="n">verification_df</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="c1"># Encode host_response_time</span>
    <span class="n">response_dict</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;within an hour&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;within a few hours&#39;</span><span class="p">:</span> <span class="mi">2</span><span class="p">,</span> <span class="s1">&#39;within a day&#39;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span> <span class="s1">&#39;a few days or more&#39;</span><span class="p">:</span> <span class="mi">4</span><span class="p">}</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_response_time&#39;</span><span class="p">]</span><span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;host_response_time&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="n">response_dict</span><span class="p">)</span>
    
  
    <span class="c1"># Encode rest of categorical variables</span>
    <span class="k">for</span> <span class="n">categorical_feature</span> <span class="ow">in</span> <span class="p">[</span><span class="s1">&#39;neighbourhood_cleansed&#39;</span><span class="p">,</span> <span class="s1">&#39;property_type&#39;</span><span class="p">,</span> <span class="s1">&#39;room_type&#39;</span><span class="p">,</span> <span class="s1">&#39;bed_type&#39;</span><span class="p">,</span> <span class="s1">&#39;neighbourhood&#39;</span><span class="p">,</span> 
                                <span class="s1">&#39;cancellation_policy&#39;</span><span class="p">]:</span>
        <span class="n">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">df</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">get_dummies</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">categorical_feature</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="c1"># Drop original categorical columns</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;neighbourhood_cleansed&#39;</span><span class="p">,</span> <span class="s1">&#39;property_type&#39;</span><span class="p">,</span> <span class="s1">&#39;room_type&#39;</span><span class="p">,</span> <span class="s1">&#39;bed_type&#39;</span><span class="p">,</span> <span class="s1">&#39;host_verifications&#39;</span><span class="p">,</span> <span class="s1">&#39;neighbourhood&#39;</span><span class="p">,</span>
             <span class="s1">&#39;cancellation_policy&#39;</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="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
     
    <span class="k">return</span> <span class="n">df</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;[9]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">listings_clean</span> <span class="o">=</span> <span class="n">clean_listings</span><span class="p">(</span><span class="n">listings</span><span class="o">.</span><span class="n">copy</span><span class="p">())</span>
<span class="n">listings_encoded</span> <span class="o">=</span> <span class="n">Encode_listings</span><span class="p">(</span><span class="n">listings_clean</span><span class="o">.</span><span class="n">copy</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;[10]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">listings_encoded</span><span class="o">.</span><span class="n">head</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[10]:</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>id</th>
      <th>scrape_id</th>
      <th>host_id</th>
      <th>host_response_time</th>
      <th>host_response_rate</th>
      <th>host_acceptance_rate</th>
      <th>host_is_superhost</th>
      <th>host_listings_count</th>
      <th>host_has_profile_pic</th>
      <th>host_identity_verified</th>
      <th>...</th>
      <th>Somerville</th>
      <th>South Boston</th>
      <th>South End</th>
      <th>Theater District</th>
      <th>West End</th>
      <th>West Roxbury</th>
      <th>flexible</th>
      <th>moderate</th>
      <th>strict</th>
      <th>super_strict_30</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>12147973.0</td>
      <td>2.016091e+13</td>
      <td>31303940.0</td>
      <td>1</td>
      <td>1.0</td>
      <td>1.00</td>
      <td>False</td>
      <td>1.0</td>
      <td>True</td>
      <td>False</td>
      <td>...</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>3075044.0</td>
      <td>2.016091e+13</td>
      <td>2572247.0</td>
      <td>1</td>
      <td>1.0</td>
      <td>1.00</td>
      <td>False</td>
      <td>1.0</td>
      <td>True</td>
      <td>True</td>
      <td>...</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>6976.0</td>
      <td>2.016091e+13</td>
      <td>16701.0</td>
      <td>2</td>
      <td>1.0</td>
      <td>0.88</td>
      <td>True</td>
      <td>1.0</td>
      <td>True</td>
      <td>True</td>
      <td>...</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>1436513.0</td>
      <td>2.016091e+13</td>
      <td>6031442.0</td>
      <td>2</td>
      <td>1.0</td>
      <td>0.50</td>
      <td>False</td>
      <td>1.0</td>
      <td>True</td>
      <td>False</td>
      <td>...</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>7651065.0</td>
      <td>2.016091e+13</td>
      <td>15396970.0</td>
      <td>1</td>
      <td>1.0</td>
      <td>1.00</td>
      <td>True</td>
      <td>1.0</td>
      <td>True</td>
      <td>True</td>
      <td>...</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 165 columns</p>
</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">
<h3 id="Calendar-dataset">Calendar dataset<a class="anchor-link" href="#Calendar-dataset">&#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;[11]:</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">clean_calendar</span><span class="p">(</span><span class="n">df</span><span class="p">):</span>
    <span class="c1"># Convert string boolean data into bool data type</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;available&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;available&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">({</span><span class="s1">&#39;t&#39;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="s1">&#39;f&#39;</span><span class="p">:</span> <span class="kc">False</span><span class="p">})</span>
    
    <span class="c1"># Convert price from string data type to float</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;$&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;,&#39;</span><span class="p">,</span> <span class="s1">&#39;&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
    
    <span class="c1"># Convert date from object to datetime</span>
    <span class="n">df</span><span class="p">[</span><span class="s1">&#39;date&#39;</span><span class="p">]</span> <span class="o">=</span>  <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;date&#39;</span><span class="p">],</span> <span class="n">infer_datetime_format</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

    
    <span class="c1"># Drop price outliers</span>
    <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">price</span> <span class="o">&gt;</span> <span class="mi">1000</span><span class="p">]</span><span class="o">.</span><span class="n">index</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"># Fill missing prices with median value</span>
    <span class="c1">#df.fillna(df.median(),inplace=True)</span>
    
    <span class="k">return</span> <span class="n">df</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;[12]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">calendar_clean</span> <span class="o">=</span> <span class="n">clean_calendar</span><span class="p">(</span><span class="n">calendar</span><span class="o">.</span><span class="n">copy</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;[13]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">calendar_clean</span><span class="o">.</span><span class="n">dtypes</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[13]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>listing_id             int64
date          datetime64[ns]
available               bool
price                float64
dtype: object</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Data-Modeling">Data Modeling<a class="anchor-link" href="#Data-Modeling">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[14]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">X</span> <span class="o">=</span> <span class="n">listings_encoded</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;price&#39;</span><span class="p">,</span> <span class="s1">&#39;id&#39;</span><span class="p">,</span> <span class="s1">&#39;host_id&#39;</span><span class="p">,</span> <span class="s1">&#39;scrape_id&#39;</span><span class="p">,</span> <span class="s1">&#39;zipcode&#39;</span><span class="p">,</span><span class="s1">&#39;latitude&#39;</span><span class="p">,</span> <span class="s1">&#39;longitude&#39;</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="n">y</span> <span class="o">=</span> <span class="n">listings_encoded</span><span class="p">[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span>


<span class="n">X_train</span><span class="p">,</span> <span class="n">X_test</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">y_test</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">test_size</span><span class="o">=</span><span class="mf">0.33</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">42</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;[15]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Initalize the model</span>
<span class="n">model</span> <span class="o">=</span> <span class="n">RandomForestRegressor</span><span class="p">(</span><span class="n">n_estimators</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">42</span><span class="p">)</span>

<span class="c1"># Fit the model on training data</span>
<span class="n">model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
        
<span class="c1"># Predict results</span>
<span class="n">y_test_preds</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span> 

<span class="c1"># Evaluate the result</span>
<span class="n">rsquared_score</span> <span class="o">=</span> <span class="n">r2_score</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">y_test_preds</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;R sequared = &#39;</span><span class="p">,</span> <span class="n">rsquared_score</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>R sequared =  0.6829881553556947
</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>I used a random forest regressor model because it fits a number of classifying decision trees on various sub-samples of the dataset and uses averaging to improve the predictive accuracy and control over-fitting. The r sequared score equals to 68% which is good enough to find out the relation between features and the price.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Question-1:">Question 1:<a class="anchor-link" href="#Question-1:">&#182;</a></h2><h3 id="What-are-the-major-factors-that-influence-the-price-of-an-Airbnb-rental-in-Boston?">What are the major factors that influence the price of an Airbnb rental in Boston?<a class="anchor-link" href="#What-are-the-major-factors-that-influence-the-price-of-an-Airbnb-rental-in-Boston?">&#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;[23]:</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">feature_plot</span><span class="p">(</span><span class="n">importances</span><span class="p">,</span> <span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">):</span>
    
    <span class="n">headers</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;feature&quot;</span><span class="p">,</span> <span class="s2">&quot;score&quot;</span><span class="p">]</span>
    <span class="n">values</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">X_train</span><span class="o">.</span><span class="n">columns</span><span class="p">,</span> <span class="n">model</span><span class="o">.</span><span class="n">feature_importances_</span><span class="p">),</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">*</span> <span class="o">-</span><span class="mi">1</span><span class="p">)</span>
    <span class="n">feature_importances</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">values</span><span class="p">,</span> <span class="n">columns</span> <span class="o">=</span> <span class="n">headers</span><span class="p">)</span>
    <span class="n">feature_importances</span> <span class="o">=</span> <span class="n">feature_importances</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;score&#39;</span><span class="p">],</span> <span class="n">ascending</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span>

    <span class="n">features</span> <span class="o">=</span> <span class="n">feature_importances</span><span class="p">[</span><span class="s1">&#39;feature&#39;</span><span class="p">][:</span><span class="mi">10</span><span class="p">]</span>
    <span class="n">y_pos</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">features</span><span class="p">))</span>
    <span class="n">scores</span> <span class="o">=</span> <span class="n">feature_importances</span><span class="p">[</span><span class="s1">&#39;score&#39;</span><span class="p">][:</span><span class="mi">10</span><span class="p">]</span>

    <span class="c1">#plot feature importances</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">y_pos</span><span class="p">,</span> <span class="n">scores</span><span class="p">,</span> <span class="n">align</span><span class="o">=</span><span class="s1">&#39;center&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">y_pos</span><span class="p">,</span> <span class="n">features</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="s1">&#39;vertical&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Score&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Features&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Feature importances (Boston Price of Airbnb)&#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;[24]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">importances</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">feature_importances_</span>
<span class="n">feature_plot</span><span class="p">(</span><span class="n">importances</span><span class="p">,</span> <span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
</pre></div>

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

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


<div class="output_area">

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


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

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>As shown in the above plot major factors that influences the price are:</p>
<ol>
<li>Property type.</li>
<li>Number of bedrooms.</li>
<li>Number of bathrooms.</li>
<li>Availability of property throughout the year.</li>
<li>Cleaning fee.</li>
<li>Property accommodation.</li>
</ol>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Question-2:">Question 2:<a class="anchor-link" href="#Question-2:">&#182;</a></h2><h3 id="Which-neighborhoods-in-Boston-have-the-highest-rental-prices?">Which neighborhoods in Boston have the highest rental prices?<a class="anchor-link" href="#Which-neighborhoods-in-Boston-have-the-highest-rental-prices?">&#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;[18]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">neighbourhood_price</span> <span class="o">=</span> <span class="n">listings_clean</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;neighbourhood_cleansed&#39;</span><span class="p">)[[</span><span class="s1">&#39;price&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">neighbourhood_price</span> <span class="o">=</span> <span class="n">neighbourhood_price</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
<span class="n">neighbourhood_price</span> <span class="o">=</span> <span class="n">neighbourhood_price</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="s1">&#39;price&#39;</span><span class="p">,</span><span class="n">ascending</span><span class="o">=</span><span class="kc">False</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="n">ax</span> <span class="o">=</span> <span class="n">neighbourhood_price</span><span class="o">.</span><span class="n">plot</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;neighbourhood_cleansed&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;price&#39;</span><span class="p">,</span> <span class="n">rot</span><span class="o">=</span><span class="mi">45</span><span class="p">,</span> <span class="n">figsize</span> <span class="o">=</span> <span class="p">(</span><span class="mi">15</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"></div>


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

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>As shown in the above plot Bay Village has the highest rental price, then Leather District, then South Boston Waterfront Downtown.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Question-3:">Question 3:<a class="anchor-link" href="#Question-3:">&#182;</a></h2><h3 id="What-time-of-year-has-the-highest-rental-prices?">What time of year has the highest rental prices?<a class="anchor-link" href="#What-time-of-year-has-the-highest-rental-prices?">&#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;[20]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">timeline</span> <span class="o">=</span> <span class="n">calendar_clean</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;date&#39;</span><span class="p">])[</span><span class="s1">&#39;price&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">timeline</span> <span class="o">=</span> <span class="n">timeline</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
<span class="n">timeline</span> <span class="o">=</span> <span class="n">timeline</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="s1">&#39;date&#39;</span><span class="p">,</span><span class="n">ascending</span><span class="o">=</span><span class="kc">True</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;[21]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">timeline</span>
</pre></div>

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

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


<div class="output_area">

    <div class="prompt output_prompt">Out[21]:</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>date</th>
      <th>price</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>2016-09-06</td>
      <td>241.043860</td>
    </tr>
    <tr>
      <th>1</th>
      <td>2016-09-07</td>
      <td>251.833691</td>
    </tr>
    <tr>
      <th>2</th>
      <td>2016-09-08</td>
      <td>247.992986</td>
    </tr>
    <tr>
      <th>3</th>
      <td>2016-09-09</td>
      <td>260.800000</td>
    </tr>
    <tr>
      <th>4</th>
      <td>2016-09-10</td>
      <td>262.938220</td>
    </tr>
    <tr>
      <th>5</th>
      <td>2016-09-11</td>
      <td>245.749746</td>
    </tr>
    <tr>
      <th>6</th>
      <td>2016-09-12</td>
      <td>245.732597</td>
    </tr>
    <tr>
      <th>7</th>
      <td>2016-09-13</td>
      <td>245.841676</td>
    </tr>
    <tr>
      <th>8</th>
      <td>2016-09-14</td>
      <td>256.647799</td>
    </tr>
    <tr>
      <th>9</th>
      <td>2016-09-15</td>
      <td>262.932730</td>
    </tr>
    <tr>
      <th>10</th>
      <td>2016-09-16</td>
      <td>280.760104</td>
    </tr>
    <tr>
      <th>11</th>
      <td>2016-09-17</td>
      <td>284.921446</td>
    </tr>
    <tr>
      <th>12</th>
      <td>2016-09-18</td>
      <td>256.909804</td>
    </tr>
    <tr>
      <th>13</th>
      <td>2016-09-19</td>
      <td>242.321973</td>
    </tr>
    <tr>
      <th>14</th>
      <td>2016-09-20</td>
      <td>240.284101</td>
    </tr>
    <tr>
      <th>15</th>
      <td>2016-09-21</td>
      <td>240.910856</td>
    </tr>
    <tr>
      <th>16</th>
      <td>2016-09-22</td>
      <td>246.073864</td>
    </tr>
    <tr>
      <th>17</th>
      <td>2016-09-23</td>
      <td>250.712274</td>
    </tr>
    <tr>
      <th>18</th>
      <td>2016-09-24</td>
      <td>255.268132</td>
    </tr>
    <tr>
      <th>19</th>
      <td>2016-09-25</td>
      <td>251.913444</td>
    </tr>
    <tr>
      <th>20</th>
      <td>2016-09-26</td>
      <td>244.040925</td>
    </tr>
    <tr>
      <th>21</th>
      <td>2016-09-27</td>
      <td>241.094987</td>
    </tr>
    <tr>
      <th>22</th>
      <td>2016-09-28</td>
      <td>233.394693</td>
    </tr>
    <tr>
      <th>23</th>
      <td>2016-09-29</td>
      <td>239.825528</td>
    </tr>
    <tr>
      <th>24</th>
      <td>2016-09-30</td>
      <td>246.097490</td>
    </tr>
    <tr>
      <th>25</th>
      <td>2016-10-01</td>
      <td>245.459259</td>
    </tr>
    <tr>
      <th>26</th>
      <td>2016-10-02</td>
      <td>236.312305</td>
    </tr>
    <tr>
      <th>27</th>
      <td>2016-10-03</td>
      <td>229.288857</td>
    </tr>
    <tr>
      <th>28</th>
      <td>2016-10-04</td>
      <td>227.939876</td>
    </tr>
    <tr>
      <th>29</th>
      <td>2016-10-05</td>
      <td>228.304410</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>335</th>
      <td>2017-08-07</td>
      <td>191.486471</td>
    </tr>
    <tr>
      <th>336</th>
      <td>2017-08-08</td>
      <td>190.564262</td>
    </tr>
    <tr>
      <th>337</th>
      <td>2017-08-09</td>
      <td>191.916056</td>
    </tr>
    <tr>
      <th>338</th>
      <td>2017-08-10</td>
      <td>193.613956</td>
    </tr>
    <tr>
      <th>339</th>
      <td>2017-08-11</td>
      <td>194.166385</td>
    </tr>
    <tr>
      <th>340</th>
      <td>2017-08-12</td>
      <td>193.865428</td>
    </tr>
    <tr>
      <th>341</th>
      <td>2017-08-13</td>
      <td>191.358787</td>
    </tr>
    <tr>
      <th>342</th>
      <td>2017-08-14</td>
      <td>190.074593</td>
    </tr>
    <tr>
      <th>343</th>
      <td>2017-08-15</td>
      <td>189.997755</td>
    </tr>
    <tr>
      <th>344</th>
      <td>2017-08-16</td>
      <td>190.941077</td>
    </tr>
    <tr>
      <th>345</th>
      <td>2017-08-17</td>
      <td>194.378302</td>
    </tr>
    <tr>
      <th>346</th>
      <td>2017-08-18</td>
      <td>195.582350</td>
    </tr>
    <tr>
      <th>347</th>
      <td>2017-08-19</td>
      <td>196.131461</td>
    </tr>
    <tr>
      <th>348</th>
      <td>2017-08-20</td>
      <td>193.146629</td>
    </tr>
    <tr>
      <th>349</th>
      <td>2017-08-21</td>
      <td>192.478383</td>
    </tr>
    <tr>
      <th>350</th>
      <td>2017-08-22</td>
      <td>189.793704</td>
    </tr>
    <tr>
      <th>351</th>
      <td>2017-08-23</td>
      <td>191.611204</td>
    </tr>
    <tr>
      <th>352</th>
      <td>2017-08-24</td>
      <td>191.723751</td>
    </tr>
    <tr>
      <th>353</th>
      <td>2017-08-25</td>
      <td>193.902357</td>
    </tr>
    <tr>
      <th>354</th>
      <td>2017-08-26</td>
      <td>194.969629</td>
    </tr>
    <tr>
      <th>355</th>
      <td>2017-08-27</td>
      <td>189.854167</td>
    </tr>
    <tr>
      <th>356</th>
      <td>2017-08-28</td>
      <td>190.499438</td>
    </tr>
    <tr>
      <th>357</th>
      <td>2017-08-29</td>
      <td>190.966424</td>
    </tr>
    <tr>
      <th>358</th>
      <td>2017-08-30</td>
      <td>188.805028</td>
    </tr>
    <tr>
      <th>359</th>
      <td>2017-08-31</td>
      <td>192.470325</td>
    </tr>
    <tr>
      <th>360</th>
      <td>2017-09-01</td>
      <td>187.189402</td>
    </tr>
    <tr>
      <th>361</th>
      <td>2017-09-02</td>
      <td>189.076105</td>
    </tr>
    <tr>
      <th>362</th>
      <td>2017-09-03</td>
      <td>185.675404</td>
    </tr>
    <tr>
      <th>363</th>
      <td>2017-09-04</td>
      <td>185.193764</td>
    </tr>
    <tr>
      <th>364</th>
      <td>2017-09-05</td>
      <td>184.789855</td>
    </tr>
  </tbody>
</table>
<p>365 rows × 2 columns</p>
</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;[22]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">8</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">timeline</span><span class="p">[</span><span class="s1">&#39;date&#39;</span><span class="p">],</span><span class="n">timeline</span><span class="p">[</span><span class="s1">&#39;price&#39;</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[22]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>[&lt;matplotlib.lines.Line2D at 0x281021ddd30&gt;]</pre>
</div>

</div>

<div class="output_area">

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


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

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The time of the year with the highest price is september and October.</p>

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

 
</html>