GTCOVID.html

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

<title>GTCOVID</title>

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

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

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

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

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

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

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<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">requests</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">lxml</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>

<span class="kn">import</span> <span class="nn">matplotlib.pylab</span> <span class="k">as</span> <span class="nn">pylab</span>
<span class="n">params</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;legend.fontsize&#39;</span><span class="p">:</span> <span class="s1">&#39;xx-large&#39;</span><span class="p">,</span>
          <span class="s1">&#39;figure.figsize&#39;</span><span class="p">:</span> <span class="p">(</span><span class="mi">100</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span>
         <span class="s1">&#39;axes.labelsize&#39;</span><span class="p">:</span> <span class="s1">&#39;xx-large&#39;</span><span class="p">,</span>
         <span class="s1">&#39;axes.titlesize&#39;</span><span class="p">:</span><span class="s1">&#39;xx-large&#39;</span><span class="p">,</span>
         <span class="s1">&#39;xtick.labelsize&#39;</span><span class="p">:</span><span class="s1">&#39;xx-large&#39;</span><span class="p">,</span>
         <span class="s1">&#39;ytick.labelsize&#39;</span><span class="p">:</span><span class="s1">&#39;xx-large&#39;</span><span class="p">}</span>
<span class="n">pylab</span><span class="o">.</span><span class="n">rcParams</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">params</span><span class="p">)</span>


<span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">r2_score</span>

<span class="n">page</span> <span class="o">=</span> <span class="n">requests</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;http://health.gatech.edu/coronavirus/health-alerts&#39;</span><span class="p">)</span>
<span class="n">globfig</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">8</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">page</span> <span class="o">=</span> <span class="n">page</span><span class="o">.</span><span class="n">text</span><span class="p">[</span><span class="n">page</span><span class="o">.</span><span class="n">text</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s1">&#39;Current Month&lt;/h3&gt;&#39;</span><span class="p">):]</span>
<span class="n">dfs</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_html</span><span class="p">(</span><span class="n">page</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">megadf</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">(</span><span class="n">dfs</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">megadf</span>
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<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

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

    .dataframe thead th {
        text-align: right;
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Date Reported</th>
      <th>Position</th>
      <th>Date Last on Campus</th>
      <th>Campus Impact</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>February 5, 2021</td>
      <td>Student</td>
      <td>February 5, 2021</td>
      <td>The student lives off campus and is isolating ...</td>
    </tr>
    <tr>
      <th>1</th>
      <td>February 5, 2021</td>
      <td>Student</td>
      <td>February 5, 2021</td>
      <td>The student lives on campus and is returning h...</td>
    </tr>
    <tr>
      <th>2</th>
      <td>February 5, 2021</td>
      <td>Student</td>
      <td>February 5, 2021</td>
      <td>The student lives on campus and is returning h...</td>
    </tr>
    <tr>
      <th>3</th>
      <td>February 5, 2021</td>
      <td>Student</td>
      <td>February 5, 2021</td>
      <td>The student lives on campus and is returning h...</td>
    </tr>
    <tr>
      <th>4</th>
      <td>February 5, 2021</td>
      <td>Student</td>
      <td>February 4, 2021</td>
      <td>The student lives on campus and is returning h...</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>493</th>
      <td>January 1, 2021</td>
      <td>Employee</td>
      <td>January 1, 2021</td>
      <td>The employee is isolating away from campus; al...</td>
    </tr>
    <tr>
      <th>494</th>
      <td>January 1, 2021</td>
      <td>Employee</td>
      <td>December 18, 2020</td>
      <td>The employee works in the Library; affected co...</td>
    </tr>
    <tr>
      <th>495</th>
      <td>January 1, 2021</td>
      <td>Student</td>
      <td>January 1, 2021</td>
      <td>The student lives off campus and is isolating ...</td>
    </tr>
    <tr>
      <th>496</th>
      <td>January 1, 2021</td>
      <td>Employee</td>
      <td>January 1, 2021</td>
      <td>The employee works in Facilities - Building an...</td>
    </tr>
    <tr>
      <th>497</th>
      <td>January 1, 2021</td>
      <td>Employee</td>
      <td>January 1, 2021</td>
      <td>The employee works in Facilities - Building Se...</td>
    </tr>
  </tbody>
</table>
<p>524 rows × 4 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">27</span><span class="p">):</span>
    <span class="n">megadf</span> <span class="o">=</span> <span class="n">megadf</span><span class="o">.</span><span class="n">append</span><span class="p">({</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">:</span> <span class="s2">&quot;August 22, 2020&quot;</span><span class="p">,</span> <span class="s2">&quot;Position&quot;</span><span class="p">:</span> <span class="s2">&quot;Various&quot;</span><span class="p">,</span> <span class="s2">&quot;Date Last on Campus&quot;</span><span class="p">:</span> <span class="s2">&quot;August 22, 2020&quot;</span><span class="p">,</span> <span class="s2">&quot;Campus Impact&quot;</span><span class="p">:</span> <span class="s2">&quot;all&quot;</span><span class="p">},</span> <span class="n">ignore_index</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">megadf</span> <span class="o">=</span> <span class="n">megadf</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;September 16, 202&#39;</span><span class="p">,</span> <span class="s1">&#39;September 16, 2020&#39;</span><span class="p">)</span>
<span class="c1">#megadf[megadf[&#39;Date Reported&#39;].str[-1]==&#39;2&#39;]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s2">&quot;datetime64&quot;</span><span class="p">)</span>
<span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">week</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()[:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">legend</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s1">&#39;Week Number&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;gtweekly.png&#39;</span><span class="p">)</span>
<span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">asfreq</span><span class="p">(</span>
    <span class="n">freq</span><span class="o">=</span><span class="s1">&#39;1D&#39;</span><span class="p">,</span><span class="n">fill_value</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">legend</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;gtdaily.png&#39;</span><span class="p">)</span>
<span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">asfreq</span><span class="p">(</span>
    <span class="n">freq</span><span class="o">=</span><span class="s1">&#39;1D&#39;</span><span class="p">,</span><span class="n">fill_value</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">rolling</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">legend</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT (3 day rolling mean)&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;gtdaily3day.png&#39;</span><span class="p">)</span>
<span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">asfreq</span><span class="p">(</span>
    <span class="n">freq</span><span class="o">=</span><span class="s1">&#39;1D&#39;</span><span class="p">,</span><span class="n">fill_value</span><span class="o">=</span><span class="mi">0</span><span class="p">)[</span><span class="o">-</span><span class="mi">14</span><span class="p">:]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">legend</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;gtdaily14win.png&#39;</span><span class="p">)</span>
<span class="c1"># megadf.groupby(megadf[&quot;Date Reported&quot;].dt.date)[[&#39;Date Reported&#39;]].count()[-10:].asfreq(</span>
<span class="c1">#     freq=&#39;1D&#39;,fill_value=0).rolling(3).mean().plot(</span>
<span class="c1">#     kind=&quot;line&quot;,legend=None,title=&quot;New Covid-19 Cases at GT (3 day rolling mean)&quot;,figsize=globfig).set_xlabel(&#39;Date&#39;)</span>
<span class="c1"># plt.savefig(&#39;gtdaily3day.png&#39;)</span>
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<pre>/home/tobias/miniconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: FutureWarning: Series.dt.weekofyear and Series.dt.week have been deprecated.  Please use Series.dt.isocalendar().week instead.
  
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<div class="prompt input_prompt">In&nbsp;[8]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s2">&quot;datetime64&quot;</span><span class="p">)</span>
<span class="n">affected</span> <span class="o">=</span> <span class="n">megadf</span><span class="p">[</span><span class="o">~</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Campus Impact&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">contains</span><span class="p">(</span><span class="s2">&quot;impact&quot;</span><span class="p">)]</span>

<span class="n">ax</span> <span class="o">=</span> <span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">week</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()[:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">legend</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span>
<span class="n">affected</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">affected</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">week</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()[:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span><span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">legend</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span>
    <span class="p">[</span><span class="s2">&quot;Total Cases&quot;</span><span class="p">,</span> <span class="s2">&quot;Campus Impacted Cases&quot;</span><span class="p">])</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s1">&#39;Week Number&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;gtweeklyboth.png&#39;</span><span class="p">)</span>


<span class="n">ax</span> <span class="o">=</span> <span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">asfreq</span><span class="p">(</span>
    <span class="n">freq</span><span class="o">=</span><span class="s1">&#39;1D&#39;</span><span class="p">,</span><span class="n">fill_value</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span>
<span class="n">affected</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">affected</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">asfreq</span><span class="p">(</span>
    <span class="n">freq</span><span class="o">=</span><span class="s1">&#39;1D&#39;</span><span class="p">,</span><span class="n">fill_value</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span>
    <span class="p">[</span><span class="s2">&quot;Total Cases&quot;</span><span class="p">,</span> <span class="s2">&quot;Campus Impacted Cases&quot;</span><span class="p">])</span>

<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;gtdailyboth.png&#39;</span><span class="p">)</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">asfreq</span><span class="p">(</span>
    <span class="n">freq</span><span class="o">=</span><span class="s1">&#39;1D&#39;</span><span class="p">,</span><span class="n">fill_value</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">rolling</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">legend</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT (3 day rolling mean)&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span>
<span class="n">affected</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">affected</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">asfreq</span><span class="p">(</span>
    <span class="n">freq</span><span class="o">=</span><span class="s1">&#39;1D&#39;</span><span class="p">,</span><span class="n">fill_value</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">rolling</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span><span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">legend</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT (3 day rolling mean)&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span>
    <span class="p">[</span><span class="s2">&quot;Total Cases&quot;</span><span class="p">,</span> <span class="s2">&quot;Campus Impacted Cases&quot;</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;gtdaily3dayboth.png&#39;</span><span class="p">)</span>


<span class="n">ax</span> <span class="o">=</span> <span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">asfreq</span><span class="p">(</span>
    <span class="n">freq</span><span class="o">=</span><span class="s1">&#39;1D&#39;</span><span class="p">,</span><span class="n">fill_value</span><span class="o">=</span><span class="mi">0</span><span class="p">)[</span><span class="o">-</span><span class="mi">14</span><span class="p">:]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span>
<span class="n">affected</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">affected</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">asfreq</span><span class="p">(</span>
    <span class="n">freq</span><span class="o">=</span><span class="s1">&#39;1D&#39;</span><span class="p">,</span><span class="n">fill_value</span><span class="o">=</span><span class="mi">0</span><span class="p">)[</span><span class="o">-</span><span class="mi">14</span><span class="p">:]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
    <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;line&quot;</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;New Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="n">globfig</span><span class="p">)</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span>
    <span class="p">[</span><span class="s2">&quot;Total Cases&quot;</span><span class="p">,</span> <span class="s2">&quot;Campus Impacted Cases&quot;</span><span class="p">])</span>

<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;gtdailyboth14win.png&#39;</span><span class="p">)</span>
</pre></div>

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<pre>/home/tobias/miniconda3/lib/python3.7/site-packages/ipykernel_launcher.py:4: FutureWarning: Series.dt.weekofyear and Series.dt.week have been deprecated.  Please use Series.dt.isocalendar().week instead.
  after removing the cwd from sys.path.
/home/tobias/miniconda3/lib/python3.7/site-packages/ipykernel_launcher.py:6: FutureWarning: Series.dt.weekofyear and Series.dt.week have been deprecated.  Please use Series.dt.isocalendar().week instead.
  
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># affected = megadf[~megadf[&quot;Campus Impact&quot;].str.contains(&quot;impact&quot;)]</span>
<span class="c1"># pd.set_option(&#39;display.max_rows&#39;, None)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># affected</span>
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<div class="prompt input_prompt">In&nbsp;[11]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Position&quot;</span><span class="p">])[[</span><span class="s1">&#39;Position&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()[:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span><span class="s2">&quot;bar&quot;</span><span class="p">,</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;Amount of Covid-19 Cases at GT&quot;</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span><span class="mi">3</span><span class="p">))</span>
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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x7f3bedbd9750&gt;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">only_counts</span> <span class="o">=</span> <span class="n">megadf</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">megadf</span><span class="p">[</span><span class="s2">&quot;Date Reported&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">week</span><span class="p">)[[</span><span class="s1">&#39;Date Reported&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">count</span><span class="p">()[:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>

<span class="n">ys</span> <span class="o">=</span> <span class="n">only_counts</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">to_numpy</span><span class="p">()</span>
<span class="n">xs</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">ys</span><span class="p">))</span>
<span class="n">x_space</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</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">ys</span><span class="p">)</span><span class="o">+</span><span class="mi">3</span><span class="p">)</span>

<span class="n">coef</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">polyfit</span><span class="p">(</span><span class="n">xs</span><span class="p">,</span><span class="n">ys</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="n">full</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">poly</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">poly1d</span><span class="p">(</span><span class="n">coef</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">y_pred</span> <span class="o">=</span> <span class="n">poly</span><span class="p">(</span><span class="n">xs</span><span class="p">)</span>
<span class="n">r2_score</span><span class="p">(</span><span class="n">ys</span><span class="p">,</span><span class="n">y_pred</span><span class="p">)</span>
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<pre>/home/tobias/miniconda3/lib/python3.7/site-packages/ipykernel_launcher.py:1: FutureWarning: Series.dt.weekofyear and Series.dt.week have been deprecated.  Please use Series.dt.isocalendar().week instead.
  &#34;&#34;&#34;Entry point for launching an IPython kernel.
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<pre>0.9006500739658048</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">y_space</span> <span class="o">=</span> <span class="n">poly</span><span class="p">(</span><span class="n">x_space</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x_space</span><span class="p">,</span><span class="n">y_space</span><span class="p">,</span><span class="n">ys</span><span class="p">)</span>
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<pre>[&lt;matplotlib.lines.Line2D at 0x7f3bedb1c790&gt;,
 &lt;matplotlib.lines.Line2D at 0x7f3bedb1c990&gt;]</pre>
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<div class="prompt input_prompt">In&nbsp;[14]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">xs</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">ys</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">xs</span><span class="p">,</span><span class="n">ys</span><span class="p">,</span><span class="n">y_pred</span><span class="p">)</span>
</pre></div>

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    <div class="prompt output_prompt">Out[14]:</div>


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<pre>[&lt;matplotlib.lines.Line2D at 0x7f3bed70b250&gt;,
 &lt;matplotlib.lines.Line2D at 0x7f3bed70b450&gt;]</pre>
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<img 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