ExampleMatrixCreation(withGraphs).html

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}
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}
.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";
}
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}
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  content: "\e031";
}
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}
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}
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  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 {
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}
.glyphicon-step-backward:before {
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}
.glyphicon-fast-backward:before {
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}
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}
.glyphicon-play:before {
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}
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}
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}
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}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
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}
.glyphicon-chevron-left:before {
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}
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}
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}
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.glyphicon-arrow-down:before {
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.glyphicon-share-alt:before {
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}
.glyphicon-resize-full:before {
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}
.glyphicon-resize-small:before {
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}
.glyphicon-exclamation-sign:before {
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}
.glyphicon-gift:before {
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}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
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}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
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}
.glyphicon-warning-sign:before {
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}
.glyphicon-plane:before {
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}
.glyphicon-calendar:before {
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}
.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 {
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}
.glyphicon-folder-close:before {
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}
.glyphicon-folder-open:before {
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}
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.glyphicon-hdd:before {
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}
.glyphicon-bullhorn:before {
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}
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}
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}
.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 {
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}
.glyphicon-wrench:before {
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}
.glyphicon-tasks:before {
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}
.glyphicon-filter:before {
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}
.glyphicon-briefcase:before {
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}
.glyphicon-fullscreen:before {
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}
.glyphicon-dashboard:before {
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}
.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 {
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}
.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 {
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}
.glyphicon-open-file:before {
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}
.glyphicon-level-up:before {
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}
.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 4.2.0 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=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#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;
}
.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;
}
@-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 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  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 {
  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:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.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 {
  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: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-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.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";
}
/*!
*
* 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;
}
/**
 * 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 {
  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;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
[dir="rtl"] #ipython_notebook {
  float: right !important;
}
#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#login_widget {
  float: right;
}
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;
}
@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;
}
/*!
*
* 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 {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
[dir="rtl"] #tabs li {
  float: right;
}
ul#tabs {
  margin-bottom: 4px;
}
[dir="rtl"] ul#tabs {
  margin-right: 0px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
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 {
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-right {
  padding-top: 1px;
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-left {
  float: right !important;
}
.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: baseline;
  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;
}
.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_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;
}
.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;
}
#tree-selector {
  padding-right: 0px;
}
[dir="rtl"] #tree-selector a {
  float: right;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.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.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.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.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.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;
}
[dir="rtl"] #new-menu {
  text-align: right;
}
.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;
}
[dir="rtl"] #running .col-sm-8 {
  float: right !important;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-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.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.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.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.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);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* 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;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  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 {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@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. */
  padding: 0.4em;
}
.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. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

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;
}
/* 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: 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 {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.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;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.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;
}
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.unrendered .text_cell_render {
  display: none;
}
.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;
}
/* 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;
}
.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 {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#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;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -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.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.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;
}
.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;
}
#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;
}
#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;
}
#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.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.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.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.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.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.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 {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  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;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pylsl</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">pylsl</span> <span class="k">import</span> <span class="n">StreamInlet</span><span class="p">,</span> <span class="n">resolve_stream</span>

<span class="c1"># first resolve an EEG stream on the lab network</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;looking for an EEG stream...&quot;</span><span class="p">)</span>
<span class="n">streams</span> <span class="o">=</span> <span class="n">resolve_stream</span><span class="p">(</span><span class="s1">&#39;type&#39;</span><span class="p">,</span> <span class="s1">&#39;EEG&#39;</span><span class="p">)</span>

<span class="c1"># create a new inlet to read from the stream</span>
<span class="n">inlet</span> <span class="o">=</span> <span class="n">StreamInlet</span><span class="p">(</span><span class="n">streams</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">count</span><span class="o">=</span><span class="mi">0</span>
<span class="n">arr</span><span class="o">=</span><span class="p">[]</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">5</span><span class="o">*</span><span class="mi">512</span><span class="p">):</span>
    <span class="c1"># get a new sample (you can also omit the timestamp part if you&#39;re not</span>
    <span class="c1"># interested in it)</span>
    <span class="n">sample</span><span class="p">,</span> <span class="n">timestamp</span> <span class="o">=</span> <span class="n">inlet</span><span class="o">.</span><span class="n">pull_sample</span><span class="p">()</span>
   <span class="c1"># print(timestamp, sample,count)</span>
    <span class="n">arr</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">sample</span><span class="p">)</span>
    <span class="n">count</span><span class="o">=</span><span class="n">count</span><span class="o">+</span><span class="mi">1</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">arr</span><span class="p">))</span>
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<pre>looking for an EEG stream...
2560
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">channel</span><span class="p">(</span><span class="n">chnum</span><span class="p">):</span>
    <span class="n">cha</span><span class="o">=</span><span class="p">[]</span>
    <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">arr</span><span class="p">)):</span>
        <span class="n">cha</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">arr</span><span class="p">[</span><span class="n">i</span><span class="p">][</span><span class="n">chnum</span><span class="p">])</span>
    <span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">cha</span><span class="p">))</span>
    <span class="k">return</span> <span class="n">cha</span>    
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">singlechannelgraph</span><span class="p">(</span><span class="n">sf</span><span class="p">,</span><span class="n">chdata</span><span class="p">,</span><span class="n">chno</span><span class="p">):</span>
    <span class="n">sf</span> <span class="o">=</span> <span class="mi">512</span>
    <span class="n">time</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="mi">2560</span><span class="p">)</span> <span class="o">/</span> <span class="n">sf</span>

<span class="c1"># Plot the signal</span>
    <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">4</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">time</span><span class="p">,</span> <span class="n">chdata</span><span class="p">,</span> <span class="n">lw</span><span class="o">=</span><span class="mf">1.5</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#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;Time (seconds)&#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;Voltage&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">([</span><span class="n">time</span><span class="o">.</span><span class="n">min</span><span class="p">(),</span> <span class="n">time</span><span class="o">.</span><span class="n">max</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;Channel </span><span class="si">%d</span><span class="s1"> EEG data&#39;</span><span class="o">%</span><span class="p">(</span><span class="n">chno</span><span class="p">))</span>
    
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">singlechannelPSD</span><span class="p">(</span><span class="n">channeldata</span><span class="p">,</span><span class="n">sf</span><span class="p">):</span>

    <span class="kn">from</span> <span class="nn">scipy</span> <span class="k">import</span> <span class="n">signal</span>

<span class="c1"># Define window length (0.5 seconds)</span>
    <span class="n">win</span> <span class="o">=</span> <span class="mf">0.5</span> <span class="o">*</span> <span class="n">sf</span>
    <span class="n">freqs</span><span class="p">,</span> <span class="n">psd</span> <span class="o">=</span> <span class="n">signal</span><span class="o">.</span><span class="n">welch</span><span class="p">(</span><span class="n">channeldata</span><span class="p">,</span> <span class="n">sf</span><span class="p">,</span> <span class="n">nperseg</span><span class="o">=</span><span class="n">win</span><span class="p">)</span>

<span class="c1"># Plot the power spectrum</span>
<span class="c1">#sns.set(font_scale=1.2, style=&#39;white&#39;)</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">8</span><span class="p">,</span> <span class="mi">4</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">freqs</span><span class="p">,</span> <span class="n">psd</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">lw</span><span class="o">=</span><span class="mi">2</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;Frequency (Hz)&#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;Power spectral density (V^2 / Hz)&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="n">psd</span><span class="o">.</span><span class="n">max</span><span class="p">()</span> <span class="o">*</span> <span class="mf">1.1</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="s2">&quot;Welch&#39;s periodogram&quot;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="n">freqs</span><span class="o">.</span><span class="n">max</span><span class="p">()])</span>
    <span class="k">return</span> <span class="n">freqs</span><span class="p">,</span><span class="n">psd</span>
<span class="c1">#sns.despine()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">Bandspecs_getidx_delta</span><span class="p">(</span><span class="n">lowb</span><span class="p">,</span><span class="n">highb</span><span class="p">,</span><span class="n">freqs</span><span class="p">,</span><span class="n">psd</span><span class="p">):</span>
    <span class="n">low</span><span class="p">,</span> <span class="n">high</span> <span class="o">=</span> <span class="n">lowb</span><span class="p">,</span> <span class="n">highb</span>

<span class="c1"># Find intersecting values in frequency vector</span>
    <span class="n">idx_delta</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">logical_and</span><span class="p">(</span><span class="n">freqs</span> <span class="o">&gt;=</span> <span class="n">low</span><span class="p">,</span> <span class="n">freqs</span> <span class="o">&lt;=</span> <span class="n">high</span><span class="p">)</span>

<span class="c1"># Plot the power spectral density and fill the delta area</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">7</span><span class="p">,</span> <span class="mi">4</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">freqs</span><span class="p">,</span> <span class="n">psd</span><span class="p">,</span> <span class="n">lw</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">freqs</span><span class="p">,</span> <span class="n">psd</span><span class="p">,</span> <span class="n">where</span><span class="o">=</span><span class="n">idx_delta</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;skyblue&#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;Frequency (Hz)&#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;Power spectral density (uV^2 / Hz)&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">10</span><span class="p">])</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="n">psd</span><span class="o">.</span><span class="n">max</span><span class="p">()</span> <span class="o">*</span> <span class="mf">1.1</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="s2">&quot;Welch&#39;s periodogram&quot;</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">idx_delta</span>
<span class="c1">#sns.despine()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">scipy.integrate</span> <span class="k">import</span> <span class="n">simps</span>
<span class="c1"># Frequency resolution</span>

<span class="k">def</span> <span class="nf">deltapower</span><span class="p">(</span><span class="n">idx_delta1</span><span class="p">,</span><span class="n">freqs</span><span class="p">,</span><span class="n">psd1</span><span class="p">):</span>
    <span class="n">freq_res</span> <span class="o">=</span> <span class="n">freqs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="n">freqs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>  <span class="c1"># = 1 / 0.5 = 2</span>

<span class="c1"># Compute the absolute power by approximating the area under the curve</span>
    <span class="n">delta_power</span> <span class="o">=</span> <span class="n">simps</span><span class="p">(</span><span class="n">psd1</span><span class="p">[</span><span class="n">idx_delta1</span><span class="p">],</span> <span class="n">dx</span><span class="o">=</span><span class="n">freq_res</span><span class="p">)</span>
    <span class="c1">#print(&#39;Absolute delta power: %.3f uV^2&#39; % delta_power)</span>
    <span class="n">total_power</span> <span class="o">=</span> <span class="n">simps</span><span class="p">(</span><span class="n">psd1</span><span class="p">,</span> <span class="n">dx</span><span class="o">=</span><span class="n">freq_res</span><span class="p">)</span>
    <span class="n">delta_rel_power</span> <span class="o">=</span> <span class="n">delta_power</span> <span class="o">/</span> <span class="n">total_power</span>
    <span class="c1">#print(&#39;Relative delta power: %.3f&#39; % delta_rel_power)</span>
    <span class="k">return</span> <span class="n">delta_power</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">relpower</span><span class="p">(</span><span class="n">idx_delta</span><span class="p">,</span><span class="n">freqs</span><span class="p">,</span><span class="n">psd</span><span class="p">):</span>
    <span class="n">freq_res</span> <span class="o">=</span> <span class="n">freqs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="n">freqs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>  <span class="c1"># = 1 / 0.5 = 2</span>

<span class="c1"># Compute the absolute power by approximating the area under the curve</span>
    <span class="n">delta_power</span> <span class="o">=</span> <span class="n">simps</span><span class="p">(</span><span class="n">psd</span><span class="p">[</span><span class="n">idx_delta</span><span class="p">],</span> <span class="n">dx</span><span class="o">=</span><span class="n">freq_res</span><span class="p">)</span>
    <span class="c1">#print(&#39;Absolute delta power: %.3f uV^2&#39; % delta_power)</span>
    <span class="n">total_power</span> <span class="o">=</span> <span class="n">simps</span><span class="p">(</span><span class="n">psd</span><span class="p">,</span> <span class="n">dx</span><span class="o">=</span><span class="n">freq_res</span><span class="p">)</span>
    <span class="n">delta_rel_power</span> <span class="o">=</span> <span class="n">delta_power</span> <span class="o">/</span> <span class="n">total_power</span>
    <span class="c1">#print(&#39;Relative delta power: %.3f&#39; % delta_rel_power)</span>
    <span class="k">return</span> <span class="n">delta_rel_power</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">RelPSD</span><span class="p">(</span><span class="n">psd</span><span class="p">,</span><span class="n">freq_res</span><span class="p">,</span><span class="n">delta_power</span><span class="p">):</span>
    <span class="n">total_power</span> <span class="o">=</span> <span class="n">simps</span><span class="p">(</span><span class="n">psd</span><span class="p">,</span> <span class="n">dx</span><span class="o">=</span><span class="n">freq_res</span><span class="p">)</span>
    <span class="n">delta_rel_power</span> <span class="o">=</span> <span class="n">delta_power</span> <span class="o">/</span> <span class="n">total_power</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Relative delta power: </span><span class="si">%.3f</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">delta_rel_power</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">nc</span><span class="o">=</span><span class="mi">4</span>
<span class="n">sf</span><span class="o">=</span><span class="mi">512</span>
<span class="n">chan</span><span class="o">=</span><span class="p">[]</span>
<span class="k">for</span> <span class="n">m</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">nc</span><span class="p">):</span>
    <span class="n">chan</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">channel</span><span class="p">(</span><span class="n">m</span><span class="p">))</span>
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<pre>2560
2560
2560
2560
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#chan[0] &lt;--channel 0</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#SingleChannelGraphs</span>
<span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">nc</span><span class="p">):</span>
    <span class="n">singlechannelgraph</span><span class="p">(</span><span class="n">sf</span><span class="p">,</span><span class="n">chan</span><span class="p">[</span><span class="n">n</span><span class="p">],</span><span class="n">n</span><span class="p">)</span>
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<div class="input">
<div class="prompt input_prompt">In&nbsp;[55]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">freqs_all</span><span class="o">=</span><span class="p">[]</span>
<span class="n">psd_all</span><span class="o">=</span><span class="p">[]</span>
<span class="k">for</span> <span class="n">o</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">nc</span><span class="p">):</span>
    <span class="n">freqs</span><span class="p">,</span><span class="n">psd</span><span class="o">=</span><span class="n">singlechannelPSD</span><span class="p">(</span><span class="n">chan</span><span class="p">[</span><span class="n">o</span><span class="p">],</span><span class="n">sf</span><span class="p">)</span>
    <span class="n">freqs_all</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">freqs</span><span class="p">)</span>
    <span class="n">psd_all</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">psd</span><span class="p">)</span>
    
</pre></div>

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<div class="output">


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<div class="prompt"></div>




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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">idx_delta</span><span class="o">=</span><span class="p">[]</span>
<span class="c1">#for theta 4-7hz</span>
<span class="n">idx_delta</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Bandspecs_getidx_delta</span><span class="p">(</span><span class="mi">4</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="n">freqs_all</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span><span class="n">psd_all</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
<span class="c1">#for alpha 8-13hz</span>
<span class="n">idx_delta</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Bandspecs_getidx_delta</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span><span class="mi">13</span><span class="p">,</span><span class="n">freqs_all</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="n">psd_all</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span>
<span class="c1">#for beta 13-30hz</span>
<span class="n">idx_delta</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Bandspecs_getidx_delta</span><span class="p">(</span><span class="mi">13</span><span class="p">,</span><span class="mi">30</span><span class="p">,</span><span class="n">freqs_all</span><span class="p">[</span><span class="mi">2</span><span class="p">],</span><span class="n">psd_all</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span>
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
"
>
</div>

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</div>
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</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[147]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">abspower_sec</span><span class="o">=</span><span class="p">[]</span>
<span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">nc</span><span class="p">):</span>
    <span class="n">abspower_prim</span><span class="o">=</span><span class="p">[]</span>
    <span class="k">for</span> <span class="n">q</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">3</span><span class="p">):</span>
        <span class="n">abspower_prim</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">deltapower</span><span class="p">(</span><span class="n">idx_delta</span><span class="p">[</span><span class="n">q</span><span class="p">],</span><span class="n">freqs_all</span><span class="p">[</span><span class="n">p</span><span class="p">],</span><span class="n">psd_all</span><span class="p">[</span><span class="n">p</span><span class="p">]))</span>    
    <span class="n">abspower_sec</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">abspower_prim</span><span class="p">)</span>
<span class="nb">print</span> <span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">abspower_sec</span><span class="p">),</span><span class="s1">&#39;x&#39;</span><span class="p">,</span><span class="nb">int</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">abspower_prim</span><span class="p">)))</span>
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<pre>4 x 3
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">relpower_sec</span><span class="o">=</span><span class="p">[]</span>
<span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">nc</span><span class="p">):</span>
    <span class="n">relpower_prim</span><span class="o">=</span><span class="p">[]</span>
    <span class="k">for</span> <span class="n">q</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">3</span><span class="p">):</span>
        <span class="n">relpower_prim</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">deltapower</span><span class="p">(</span><span class="n">idx_delta</span><span class="p">[</span><span class="n">q</span><span class="p">],</span><span class="n">freqs_all</span><span class="p">[</span><span class="n">p</span><span class="p">],</span><span class="n">psd_all</span><span class="p">[</span><span class="n">p</span><span class="p">]))</span> 
        <span class="c1">#print(&#39;insideq&#39;,relpower_prim)</span>
        
    <span class="n">relpower_sec</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">abspower_prim</span><span class="p">)</span>
    <span class="c1">#print(&#39;inside-----p&#39;)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">abspower_sec</span><span class="c1">#relpower_sec[m][n] is channel m and band n where n is 0(theta) 1(alpha) 2(beta)</span>
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<pre>[[0.04097499779500106, 0.4368019971122419, 0.0017727026699662014],
 [0.2213195016625643, 1.8321678221001176e-05, 0.4560611498843881],
 [0.2686856291476471, 0.022850306467954065, 0.014942314182328697],
 [0.16730716068405355, 0.19490268691384033, 4.439747369260837e-06]]</pre>
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<pre>0.0017727026699662014</pre>
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<pre>4</pre>
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