RHS_Report.html

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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;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
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.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    #ipython_notebook {
    height: 40px !important;
}

/* Format for custom error modal message */
.running-notebooks {
    padding-top: 2em;
}

    </style>


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

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

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

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Ride-Hailing-Service:-Report">Ride Hailing Service: Report<a class="anchor-link" href="#Ride-Hailing-Service:-Report">&#182;</a></h1><h3 id="Benjamen-Simon">Benjamen Simon<a class="anchor-link" href="#Benjamen-Simon">&#182;</a></h3>
</div>
</div>
</div>
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<h2 id="The-Problem">The Problem<a class="anchor-link" href="#The-Problem">&#182;</a></h2>
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<p>A new ride hailing service is being launched that connects riders with drivers for trips between the Airport and Downtown. It’ll be active for only 12 months. The riders are charged a fixed rate of \$30 per ride, and I have been tasked to propose a pricing strategy to maximise the profit of the business over the 12 months, given some contraints and assumptions. This document will present my strategy, as well as the thought process and data derived results behind it.</p>

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<h2 id="Bottom-Line-Up-Front:-The-Strategy">Bottom Line Up Front: The Strategy<a class="anchor-link" href="#Bottom-Line-Up-Front:-The-Strategy">&#182;</a></h2>
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<p>Given the contraints, assumptions, and data given by the client, the optimal pricing strategy is to pay a fixed rate of \$25.75 per ride, resulting in a profit of \\$4.25 per ride assuming no other costs, and a total average profit across the 12 months of \$50,994.39, with a 95% confidence interval of (\\$48,452.82, \$52,770.18).</p>

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<h2 id="The-Model:-Assumptions-and-Constraints">The Model: Assumptions and Constraints<a class="anchor-link" href="#The-Model:-Assumptions-and-Constraints">&#182;</a></h2>
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<p>For each event the ride-hailing system connects one rider request with one driver. The rider is charged a flat \$30, and the driver can be payed any amount, P. The profit per ride is calculated as (\\$30 - P).</p>
<p>The riders:</p>
<ul>
<li>There are a total of 10,000 riders in the city.</li>
<li>The service begins with 0 riders active.</li>
<li>Each month a maximum of 1,000 new riders can join the service and be eligible to request rides (become active).</li>
<li>In the first month that a rider is active, they request an average of 1 ride per month (with the number of rides requested coming from a Poisson distribution).</li>
<li>In each subsequent month, riders request rides based on a Poisson distribution where lambda is the number of rides that they found a <em>match</em> for in the previous month.</li>
<li>If a rider finds no matches in a month (which may happen either because they request no rides or because they request rides and find no matches), they leave the service and never return.</li>
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<p>The drivers:</p>
<ul>
<li>There are a practically unlimited supply of drivers available.</li>
<li>When a ride is requested, a very large pool of drivers see the request and can choose whether to accept or reject it.</li>
<li>A ride request is accepted with some probability q which is based on the rate of pay P for the ride (the acceptance is generated from a Bernoulli distribution).</li>
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<p>The Data:</p>
<ul>
<li>Data was provided from a similar service denoting what the pay, P, was and whether the ride was accepted.</li>
<li>From the exploratory analysis, there is a strong positive non-linear relationship between the probability of acceptance and the rate of pay. A logistic regression model was fit to the data to estimate the probability that a given rate of pay would be accepted.</li>
<li>These estimated probabilities are used in the simulation.</li>
</ul>
<p>The Model:</p>
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<li>The model is simulated in discrete time with 1-month units.</li>
<li>The population of riders are considered homogeneous and exchangable, but with unique histories. </li>
<li>No features of the driver population are considered, just the probability of acceptance based on the data.</li>
<li>The maximum number (1,000) of riders is assumed to be acquired each month, at the start of the month, so their rate of requests are that of a whole month.</li>
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<h2 id="The-Models">The Models<a class="anchor-link" href="#The-Models">&#182;</a></h2><p>There is a clear trade off between the number of riders active (and the number of requests per rider) and the profit per ride. A higher rate of acceptance leads to more riders active and more ride requests, but lowers the profit per ride, or may even lead to a loss per ride. With this in mind I developed 3 different models to explore this relationship and identify if a non-uniform strategy could increase profits.</p>

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<h4 id="Flat-Rate">Flat Rate<a class="anchor-link" href="#Flat-Rate">&#182;</a></h4><p>In this model all of the drivers are payed at a fixed rate across for every ride across the whole 12 months. This will find the natural balance point between the rate of acceptance and the profit per ride.</p>

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<h4 id="Adaptive-Rate">Adaptive Rate<a class="anchor-link" href="#Adaptive-Rate">&#182;</a></h4><p>The system is set up such that a if a rider has no rides accepted during a month then they will leave the service and never return, and thus not generate any additional revenue. A portion of riders will naturally leave the service without any possible remedy if they make no requests in a month, but some will leave because their requests weren't accepted, and these cases are potentially avoidable. If an individual leaves in month 1 because their request wasn't accepted, then we are potentially missing out on 11 months of additional revenue, which is quite substantial.</p>
<p>This model works by attempting to maximise the number of riders who remain active, and then maximise profits on additional rides. If a rider has yet to have an accepted ride that month, the pay for their current request is at a premium (possibly even a loss) to maximise the probability of acceptance and guarantee they will stay active, any additional rides requested by this rider that month are payed at a value to optimise profit.</p>

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<h4 id="Bait-and-Switch-Rate">Bait and Switch Rate<a class="anchor-link" href="#Bait-and-Switch-Rate">&#182;</a></h4><p>As in the adaptive rate, we consider the relationship between the number of active riders and the rate of pay/acceptance rate. As previously noted some riders will naturally leave the service because they make no requests in a month, the likelihood of this is increased the lower the rate of requests for an individual, and the rate of requests of an individual is related to the number of accepted requests of the previous month. Thus this strategy focuses on maximising the rate of requests of users for a period using a low proft/loss pay rate, to keep as many users active as possible, and then switching to a high profit rate. Unfortunately a high rate of requests could take months to build up, and then if the high profit pay rate leads to low accetances, the high request rate will disappear.</p>

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<h2 id="The-Data">The Data<a class="anchor-link" href="#The-Data">&#182;</a></h2>
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<p>Data was provided from a similar service on 1,000 rides, including their pay and whether or not they were accepted. 527 were accepted and 473 were rejected. The mean pay for all rides was \$25.71, with the mean pay for accepted rides being \\$32.08 (\$5.40 min, \\$53.67 max), and the mean pay for rejected rides being \$18.62 (\\$0.00 min, \$43.15 max).</p>

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" alt="Logistic Combined"></p>
<p>The above plot (Figure 1) shows the data, ordered by pay on the x-axis, with random IDs on the y-axis, and coloured by acceptance status, with blue being rejected and yellow being accepted.</p>
<p><img src="data:image/png;base64,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" alt="Logistic Seperated"></p>
<p>The above plot (Figure 2) changes the ID labels to seperate the two groups to better demonstrate the behaviours.</p>

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<p>As we can see in Figure 1 there is a clear sigmoid relationship between the pay and the acceptance rate, and Figure 2 shows that the two groups aren't seperable, and the majority of pay values in the middle resulted in some accepted rides and some rejected rides.</p>

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<h2 id="Logistic-Regression-Model">Logistic Regression Model<a class="anchor-link" href="#Logistic-Regression-Model">&#182;</a></h2>
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<p>I am interested in using this data to inform simulations of the process and dictate whether a propose ride and pay is accepted or rejected. To do this I need an estimate of the probability of acceptance for each pay value. For this, it thus seems appropriate to use a logistic regression model fit to the data to estimate the probability of acceptance, rather than used in its usual function as a categoriser.</p>

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" alt="Logistic Predicted"></p>
<p>The above plot (Figure 3) shows the predicted probabilities of acceptance for all pay values from \$0.00 to \\$60.00.</p>

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<p>Figure 3 demonstates the same relationship as we saw in the data, however it is worth noting some caveats. For instance we noted that there were no acceptances below \$5.40. The sample size was not incredibly large but it is reasonable to assume that drivers will not take a job that is below a certain threshold, and would never do a job for free, where as this model predicts the acceptance of jobs at a \\$0.00 pay rate is 0.18%. We also saw similar behaviour at the other extreme. For this reason I believe the model should only be trusted for the interpolated bounds, for instance between \$5.00 and \\$50.00.</p>

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<h2 id="The-Simulation-Algorithm">The Simulation Algorithm<a class="anchor-link" href="#The-Simulation-Algorithm">&#182;</a></h2>
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<p>Using the above probabilities I can now build a simulation of each strategy, the results of which can be investigated to identify the optimal parameters of each strategy and the overall best strategy. The general algorothm is as follows, with the stratgy specific changes occuring in step 3.</p>

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<p>For each month:</p>
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<li>Activate up to 1,000 new riders, ensuring the new total riders activated to date is 10,000 or less.</li>
<li>For all active riders, generate the number of ride requests that month given their personal rate.</li>
<li>For each ride request, choose a pay, and generate the accepted status given the output of the logistic model.</li>
<li>Deactivate any riders that did not have any accepted rides this month.</li>
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<h2 id="The-Results">The Results<a class="anchor-link" href="#The-Results">&#182;</a></h2>
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<p>Overall the fixed rate strategy resulted in the highest profits across the 12 months. The other two models were unable to recover the loses of the rides focusing on acceptance and resulted in a lower overall profit. In cases where the number of active users or accepted rides increased, it was not sufficient to increase profits.</p>
<p>After the simulators were built, a latin hypercube of parameters was constructed, chosen inteligently for the context. Additional values were tested, before narrowing down a likely range of optimal values and running 50 simulations for each. In every case a roughtly hyperbolic relationship can be idenitfied with an obvious global maxima. The large standard deviations mean that there is a lot of overlap in the possible profits of each parameter set, and the best parameter maximises the likelihood of maximal profits, but they could be lower.</p>

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<h4 id="Fixed-Rate">Fixed Rate<a class="anchor-link" href="#Fixed-Rate">&#182;</a></h4>
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<p>The optimal pay rate given my expirments is \$25.75 per ride, resulting in a profit of \\$4.25 per ride assuming no other costs, and a total average profit across the 12 months of \$50,994.39, with a 95% confidence interval of (\\$49,099.81, \$52,888.97). The average number of requested rides was 21,587 (20,891, 22,282) and the average number of accepted requests was 11,999 (11,553, 12,444).</p>

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" alt="Fixed: Profit"></p>
<p>The above plot (Figure 4) shows the average profit in dollars (y-axis) against the pay in dollars for the fixed rate strategy.</p>
<p><img 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" alt="Fixed: Requests and Acceptances"></p>
<p>The above plot (Figure 5) shows the average number of requests (blue) and the average number of accepted requests (orange).</p>

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<p>In this case we can see a clear maxima at \$25.75. It is possible there is a better maxima at some value between \\$25.50 and \$26.00, especially given the behaviour of the fitted line, but the gains would be minimal. To perfect this investigation I would run far more simulations per pay point and at finer grain intervals.</p>

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<h4 id="Adaptive-Rate">Adaptive Rate<a class="anchor-link" href="#Adaptive-Rate">&#182;</a></h4>
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<p>This model has two rates - the initial rate before a user has had an accepted ride that month, and the subsequent rate for all additional requests after the first accepted request. Given my experiments the optimal pair of pay rates is (\$26.00, \\$25.00), resulting in a profit per ride of (\$4.00, \\$5.00). The total average profit across the 12 months was \$50,488.30, with a 95% confidence interval of (\\$48,786.05, \$52,190.55). The average number of requested rides was 21,432 (20,853, 22,011) and the average number of accepted requests was 11,829 (11,443, 12,215).</p>

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" alt="Adapt: Profit"></p>
<p>The above plot (Figure 6) shows the average profit in dollars (y-axis) against the pairs of pay rates in dollars for the adaptive rate strategy.</p>
<p><img 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" alt="Adapt: Requests and Acceptances"></p>
<p>The above plot (Figure 7) shows the average number of requests (blue) and the average number of accepted requests (orange).</p>
<p>In both plots the pair that results in the highest profit is marked by the red vertical line.</p>

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<h3 id="Bait-and-Switch">Bait and Switch<a class="anchor-link" href="#Bait-and-Switch">&#182;</a></h3>
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<p>This model has two pay rates and a change point month parameter - the initial rate increases the users request rate and is used until the change point month, and the subsequent rate for all additional months after. Given my experiments the optimal pair of pay rates and change point are (\$25.00, \\$25.00, 7), though as it is a fixed rate any changepoint month is acceptable, resulting in a profit per ride of \$5.00. The total average profit across the 12 months was \\$50,640.50, with a 95% confidence interval of (\$48,946.83, \\$52,334.17). The average number of requested rides was 19,931 (19,287, 20,575) and the average number of accepted requests was 10,128 (9,789, 10,467).</p>

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" alt="BaS: Profit"></p>
<p>The plot above (Figure 8) shows the average profit in dollars (y-axis) against the pairs of pay rates in dollars for each month change point for the Bait and Switch rate strategy. The set that results in the highest profit is marked by the red vertical line.</p>
<p><img 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" alt="BaS: Requests"></p>
<p>The plot above (Figure 9) shows the average number of requests for each month changepoint. The set that results in the highest profit is marked by the red vertical line.</p>
<p><img 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" alt="BaS: Acceptances"></p>
<p>The plot above (Figure 10) shows the average number of accepted requests for each month change point. The set that results in the highest profit is marked by the red vertical line.</p>

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<h2 id="Discussion">Discussion<a class="anchor-link" href="#Discussion">&#182;</a></h2>
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<p>From the above we can evidently see that the optimal strategy for maximising the profit of this service under these assumptions is to have a fixed rate price in the region of \$24 - \\$26, and further simulations could identify a global maxima to two deicimal places. Even the special cases with more freedom to adapt the rate were both optimised by the same fixed rate across the whole period. There are other more complex adaptations of course, such as a bait and switch rate that changed every month, or an adaptive rate that adapted more intelligently or more actively, ie. focusing on those with high request rates. However, I would theorise that given the evidence we have seen so far, and the relationships present in the data, that these would also be optimised by the same fixed rate.</p>
<p>Once the system is in place and more data has been collected, further analysis could offer improved strategies. For instance the probability of a price point being accepted may vary depending on time of day, weekday vs. weekend effects, holidays, end of month, weather, or person to person. Likewise some of the assumptions of the model, such as the highly varying rate of requests month to month, may prove to be invalid.</p>

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