Tutorial4.html

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

.ansi-bold { font-weight: bold; }

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<style type="text/css">
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<h1 id="Tutorial-4">Tutorial 4<a class="anchor-link" href="#Tutorial-4">&#182;</a></h1><h2 id="1.--Import-Data">1.  Import Data<a class="anchor-link" href="#1.--Import-Data">&#182;</a></h2><ol>
<li>Import the <code>pandas</code> python module and name it <code>pd</code></li>
<li>Load the Excel sheet "Data" from Excel file "data.xlsx" into a dataframe called <code>data</code>.</li>
<li>Display the number of rows and columns in <code>data</code>.</li>
<li>Display the first 10 rows at the top (head) of the <code>data</code> table.</li>
<li>Load the Excel sheet "Peak" from Excel file "data.xlsx" into a dataframe called <code>peak</code>.</li>
<li>Display the number of rows and columns in <code>peak</code>.</li>
<li>Display the first 10 rows at the top (head) of the <code>peak</code> table.</li>
</ol>

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

<span class="n">data</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_excel</span><span class="p">(</span><span class="s1">&#39;data.xlsx&#39;</span><span class="p">,</span> <span class="n">sheet_name</span><span class="o">=</span><span class="s1">&#39;Data&#39;</span><span class="p">)</span> 
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Data Table: </span><span class="si">{}</span><span class="s2"> rows &amp; </span><span class="si">{}</span><span class="s2"> columns&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="o">*</span><span class="n">data</span><span class="o">.</span><span class="n">shape</span><span class="p">))</span>
<span class="n">display</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">10</span><span class="p">))</span> <span class="c1"># View data table (top 10 rows)</span>

<span class="n">peak</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_excel</span><span class="p">(</span><span class="s1">&#39;data.xlsx&#39;</span><span class="p">,</span> <span class="n">sheet_name</span><span class="o">=</span><span class="s1">&#39;Peak&#39;</span><span class="p">)</span> 
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Peak Table: </span><span class="si">{}</span><span class="s2"> rows &amp; </span><span class="si">{}</span><span class="s2"> columns&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="o">*</span><span class="n">peak</span><span class="o">.</span><span class="n">shape</span><span class="p">))</span>
<span class="n">display</span><span class="p">(</span><span class="n">peak</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">10</span><span class="p">))</span>
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<pre>Data Table: 91 rows &amp; 3087 columns
</pre>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Order</th>
      <th>SampleType</th>
      <th>QC</th>
      <th>M1</th>
      <th>M2</th>
      <th>M3</th>
      <th>M4</th>
      <th>M5</th>
      <th>M6</th>
      <th>M7</th>
      <th>...</th>
      <th>M3075</th>
      <th>M3076</th>
      <th>M3077</th>
      <th>M3078</th>
      <th>M3079</th>
      <th>M3080</th>
      <th>M3081</th>
      <th>M3082</th>
      <th>M3083</th>
      <th>M3084</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>1</td>
      <td>QC</td>
      <td>1</td>
      <td>1.837062e+08</td>
      <td>1.296528e+08</td>
      <td>3.961182e+07</td>
      <td>3.732578e+07</td>
      <td>5.339865e+06</td>
      <td>1.031822e+08</td>
      <td>9.409682e+06</td>
      <td>...</td>
      <td>35153.206002</td>
      <td>15735.886504</td>
      <td>24928.165047</td>
      <td>30134.444665</td>
      <td>3035.247672</td>
      <td>18271.101975</td>
      <td>20981.783849</td>
      <td>3523.418763</td>
      <td>23752.440055</td>
      <td>17161.698785</td>
    </tr>
    <tr>
      <th>1</th>
      <td>2</td>
      <td>QC</td>
      <td>1</td>
      <td>2.030571e+08</td>
      <td>1.178121e+08</td>
      <td>6.361418e+07</td>
      <td>6.682747e+07</td>
      <td>5.572493e+06</td>
      <td>9.366510e+07</td>
      <td>9.941482e+06</td>
      <td>...</td>
      <td>36701.059662</td>
      <td>15590.522963</td>
      <td>24776.756320</td>
      <td>30250.013996</td>
      <td>3052.288747</td>
      <td>22116.296519</td>
      <td>24543.382677</td>
      <td>3389.677457</td>
      <td>24262.317947</td>
      <td>18949.290754</td>
    </tr>
    <tr>
      <th>2</th>
      <td>3</td>
      <td>Sample</td>
      <td>0</td>
      <td>1.285728e+08</td>
      <td>2.726444e+08</td>
      <td>4.611692e+07</td>
      <td>4.717621e+07</td>
      <td>3.178726e+06</td>
      <td>8.077425e+07</td>
      <td>6.924520e+06</td>
      <td>...</td>
      <td>43120.310719</td>
      <td>16378.981747</td>
      <td>28627.451582</td>
      <td>31297.776297</td>
      <td>1738.358685</td>
      <td>17695.679626</td>
      <td>16703.470005</td>
      <td>1113.489872</td>
      <td>29717.457693</td>
      <td>14683.792853</td>
    </tr>
    <tr>
      <th>3</th>
      <td>4</td>
      <td>Sample</td>
      <td>0</td>
      <td>1.491128e+08</td>
      <td>1.955086e+08</td>
      <td>5.212802e+07</td>
      <td>5.114760e+07</td>
      <td>3.428193e+06</td>
      <td>8.211311e+07</td>
      <td>7.416907e+06</td>
      <td>...</td>
      <td>44663.545552</td>
      <td>17429.459487</td>
      <td>25703.703594</td>
      <td>26399.809078</td>
      <td>846.020446</td>
      <td>15306.546820</td>
      <td>15198.095655</td>
      <td>1137.752119</td>
      <td>26610.868749</td>
      <td>11913.223789</td>
    </tr>
    <tr>
      <th>4</th>
      <td>5</td>
      <td>Sample</td>
      <td>0</td>
      <td>1.590268e+08</td>
      <td>3.780061e+08</td>
      <td>4.238071e+07</td>
      <td>4.282051e+07</td>
      <td>3.186309e+06</td>
      <td>1.000761e+08</td>
      <td>7.030797e+06</td>
      <td>...</td>
      <td>41770.351723</td>
      <td>18467.519040</td>
      <td>27371.393974</td>
      <td>28374.785933</td>
      <td>1959.397898</td>
      <td>14904.243032</td>
      <td>15625.089253</td>
      <td>1101.738536</td>
      <td>26496.665356</td>
      <td>12750.259715</td>
    </tr>
    <tr>
      <th>5</th>
      <td>6</td>
      <td>Sample</td>
      <td>0</td>
      <td>1.875314e+08</td>
      <td>7.153474e+07</td>
      <td>5.007826e+07</td>
      <td>5.036435e+07</td>
      <td>4.849348e+06</td>
      <td>9.998757e+07</td>
      <td>1.039036e+07</td>
      <td>...</td>
      <td>41616.726360</td>
      <td>11426.528395</td>
      <td>23313.373795</td>
      <td>28582.727888</td>
      <td>872.115128</td>
      <td>15301.063816</td>
      <td>14321.556052</td>
      <td>1030.238432</td>
      <td>32587.650554</td>
      <td>18655.811727</td>
    </tr>
    <tr>
      <th>6</th>
      <td>7</td>
      <td>QC</td>
      <td>1</td>
      <td>1.983585e+08</td>
      <td>1.204062e+08</td>
      <td>5.190127e+07</td>
      <td>5.180519e+07</td>
      <td>5.348706e+06</td>
      <td>8.966852e+07</td>
      <td>9.605938e+06</td>
      <td>...</td>
      <td>32839.675140</td>
      <td>16262.163327</td>
      <td>21298.643088</td>
      <td>28065.010551</td>
      <td>3277.276918</td>
      <td>20071.616958</td>
      <td>18198.098904</td>
      <td>3047.831055</td>
      <td>24997.154651</td>
      <td>14494.628663</td>
    </tr>
    <tr>
      <th>7</th>
      <td>8</td>
      <td>Sample</td>
      <td>0</td>
      <td>1.460268e+08</td>
      <td>2.274148e+08</td>
      <td>5.872350e+07</td>
      <td>5.581725e+07</td>
      <td>4.342786e+06</td>
      <td>1.059740e+08</td>
      <td>1.401639e+07</td>
      <td>...</td>
      <td>35339.968664</td>
      <td>25426.050392</td>
      <td>51819.646796</td>
      <td>21762.932664</td>
      <td>1822.815140</td>
      <td>23457.954245</td>
      <td>23651.858710</td>
      <td>1210.741328</td>
      <td>22834.426860</td>
      <td>15771.899526</td>
    </tr>
    <tr>
      <th>8</th>
      <td>9</td>
      <td>Sample</td>
      <td>0</td>
      <td>1.381372e+08</td>
      <td>1.269111e+08</td>
      <td>5.276344e+07</td>
      <td>4.936756e+07</td>
      <td>3.005090e+06</td>
      <td>8.101362e+07</td>
      <td>1.484466e+07</td>
      <td>...</td>
      <td>33766.256647</td>
      <td>15963.341703</td>
      <td>50651.507533</td>
      <td>18503.876558</td>
      <td>843.925809</td>
      <td>16572.962662</td>
      <td>16625.898352</td>
      <td>1186.166100</td>
      <td>25623.108950</td>
      <td>13811.758227</td>
    </tr>
    <tr>
      <th>9</th>
      <td>10</td>
      <td>Sample</td>
      <td>0</td>
      <td>1.601298e+08</td>
      <td>4.347327e+08</td>
      <td>4.883041e+07</td>
      <td>4.518047e+07</td>
      <td>3.326398e+06</td>
      <td>7.714394e+07</td>
      <td>1.239396e+07</td>
      <td>...</td>
      <td>31442.161072</td>
      <td>22600.725041</td>
      <td>51901.700174</td>
      <td>16804.403434</td>
      <td>1522.101762</td>
      <td>19948.743747</td>
      <td>22690.058851</td>
      <td>1229.664436</td>
      <td>22637.770945</td>
      <td>15009.816887</td>
    </tr>
  </tbody>
</table>
<p>10 rows × 3087 columns</p>
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<pre>Peak Table: 3084 rows &amp; 6 columns
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        vertical-align: middle;
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        vertical-align: top;
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Idx</th>
      <th>Name</th>
      <th>Mol_Weight</th>
      <th>RT_minutes</th>
      <th>RSD</th>
      <th>D_Ratio</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>1</td>
      <td>M1</td>
      <td>113.05902</td>
      <td>1.276</td>
      <td>5.012937</td>
      <td>0.28</td>
    </tr>
    <tr>
      <th>1</th>
      <td>2</td>
      <td>M2</td>
      <td>203.11564</td>
      <td>0.950</td>
      <td>9.557013</td>
      <td>0.19</td>
    </tr>
    <tr>
      <th>2</th>
      <td>3</td>
      <td>M3</td>
      <td>161.10514</td>
      <td>1.428</td>
      <td>16.085023</td>
      <td>0.26</td>
    </tr>
    <tr>
      <th>3</th>
      <td>4</td>
      <td>M4</td>
      <td>129.07893</td>
      <td>1.400</td>
      <td>18.035797</td>
      <td>0.49</td>
    </tr>
    <tr>
      <th>4</th>
      <td>5</td>
      <td>M5</td>
      <td>161.10510</td>
      <td>1.272</td>
      <td>19.515359</td>
      <td>0.40</td>
    </tr>
    <tr>
      <th>5</th>
      <td>6</td>
      <td>M6</td>
      <td>225.94404</td>
      <td>5.923</td>
      <td>6.510319</td>
      <td>0.33</td>
    </tr>
    <tr>
      <th>6</th>
      <td>7</td>
      <td>M7</td>
      <td>194.08026</td>
      <td>1.169</td>
      <td>2.890900</td>
      <td>0.03</td>
    </tr>
    <tr>
      <th>7</th>
      <td>8</td>
      <td>M8</td>
      <td>115.06345</td>
      <td>7.067</td>
      <td>4.733385</td>
      <td>0.16</td>
    </tr>
    <tr>
      <th>8</th>
      <td>9</td>
      <td>M9</td>
      <td>131.09461</td>
      <td>6.220</td>
      <td>6.138996</td>
      <td>0.33</td>
    </tr>
    <tr>
      <th>9</th>
      <td>10</td>
      <td>M10</td>
      <td>117.07900</td>
      <td>6.971</td>
      <td>4.783892</td>
      <td>0.32</td>
    </tr>
  </tbody>
</table>
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<h2 id="2.-Histogram-of-RSD">2. Histogram of RSD<a class="anchor-link" href="#2.-Histogram-of-RSD">&#182;</a></h2><ol>
<li>Import the <code>matplotlib.pyplot</code> visualisation package and name it <code>plt</code></li>
<li>Invoke the special "Jupyter Magic" command <code>%matplotlib inline</code> to help simplify plotting</li>
<li>Create a histogram of the column <code>peak.RSD</code></li>
<li>Add an x-axis label "RSD" to the figure</li>
<li>Generate the figure using the function <code>plt.show()</code></li>
</ol>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="o">%</span><span class="k">matplotlib</span> inline 

<span class="n">plt</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">peak</span><span class="o">.</span><span class="n">RSD</span><span class="p">,</span> <span class="mi">50</span><span class="p">,</span> <span class="n">density</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">facecolor</span><span class="o">=</span><span class="s1">&#39;g&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span> 
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;RSD&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">15</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<h2 id="3.-Jointplot-of-RSD-vs.-D-Ratio">3. Jointplot of RSD vs. D-Ratio<a class="anchor-link" href="#3.-Jointplot-of-RSD-vs.-D-Ratio">&#182;</a></h2><ol>
<li>Import the <code>seaborn</code> visualisation package and name it <code>sns</code></li>
<li>Create a plot of <code>peak</code> columns <code>peak.RSD</code> vs. <code>peak.D-Ratio</code> with bivariate and distribution graphs. (automatically displayed)</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>

<span class="n">sns</span><span class="o">.</span><span class="n">jointplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">peak</span><span class="o">.</span><span class="n">RSD</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="n">peak</span><span class="o">.</span><span class="n">D_Ratio</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s1">&#39;kde&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;skyblue&quot;</span><span class="p">)</span> 
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<pre>&lt;seaborn.axisgrid.JointGrid at 0x10e402048&gt;</pre>
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<h2 id="4.-PCA-score-plot-of-QC-vs.-Sample">4. PCA score plot of QC vs. Sample<a class="anchor-link" href="#4.-PCA-score-plot-of-QC-vs.-Sample">&#182;</a></h2><ol>
<li>Import the packages required to calculate the principal component analysis (PCA)<ul>
<li><code>numpy</code> (import as <code>np</code>)</li>
<li><code>scikit-learn</code> packages <code>sklearn.decomposition.PCA</code>, <code>sklearn.preprocessing.StandardScaler</code></li>
</ul>
</li>
<li>Import the matplotlib package required to map colours to datapoints, to plot the PCA scores<ul>
<li><code>matplotlib.colors.ListedColormap</code></li>
</ul>
</li>
<li>Scale the data and calculate the PCA.</li>
<li>Plot PCA scores (pc1 vs pc2) labeling/coloring samples by 'QC' or 'Sample'</li>
</ol>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Import</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">sklearn.decomposition</span> <span class="k">import</span> <span class="n">PCA</span>
<span class="kn">from</span> <span class="nn">sklearn.preprocessing</span> <span class="k">import</span> <span class="n">StandardScaler</span>
<span class="kn">from</span> <span class="nn">matplotlib.colors</span> <span class="k">import</span> <span class="n">ListedColormap</span>

<span class="c1"># Extract X matrix</span>
<span class="n">names</span> <span class="o">=</span> <span class="n">peak</span><span class="p">[</span><span class="s1">&#39;Name&#39;</span><span class="p">]</span>
<span class="n">x</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">names</span><span class="p">]</span><span class="o">.</span><span class="n">values</span>
<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">log</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
<span class="n">x</span> <span class="o">=</span> <span class="n">StandardScaler</span><span class="p">()</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>

<span class="c1"># Create and fit PCA</span>
<span class="n">pca</span> <span class="o">=</span> <span class="n">PCA</span><span class="p">(</span><span class="n">n_components</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
<span class="n">scores</span> <span class="o">=</span> <span class="n">pca</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
<span class="n">label</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="s1">&#39;SampleType&#39;</span><span class="p">]</span>

<span class="c1"># Split scores into sample and QC</span>
<span class="n">Sample_scores</span> <span class="o">=</span> <span class="n">scores</span><span class="p">[</span><span class="n">label</span> <span class="o">==</span> <span class="s1">&#39;Sample&#39;</span><span class="p">,:]</span>
<span class="n">QC_scores</span> <span class="o">=</span> <span class="n">scores</span><span class="p">[</span><span class="n">label</span> <span class="o">==</span> <span class="s1">&#39;QC&#39;</span><span class="p">,:]</span>

<span class="c1"># Plot Sample score and QC score</span>
<span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
<span class="n">h1</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">Sample_scores</span><span class="p">[:,</span><span class="mi">0</span><span class="p">],</span><span class="n">Sample_scores</span><span class="p">[:,</span><span class="mi">1</span><span class="p">],</span><span class="n">edgecolors</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span><span class="p">,</span> <span class="n">facecolors</span><span class="o">=</span><span class="s1">&#39;Green&#39;</span><span class="p">,</span><span class="n">s</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span><span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
<span class="n">h2</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">QC_scores</span><span class="p">[:,</span><span class="mi">0</span><span class="p">],</span><span class="n">QC_scores</span><span class="p">[:,</span><span class="mi">1</span><span class="p">],</span> <span class="n">edgecolors</span><span class="o">=</span><span class="s1">&#39;Black&#39;</span><span class="p">,</span> <span class="n">facecolors</span><span class="o">=</span><span class="s1">&#39;Red&#39;</span><span class="p">,</span><span class="n">s</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span><span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>

<span class="c1"># Add legend, labels, and title</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">((</span><span class="n">h1</span><span class="p">,</span><span class="n">h2</span><span class="p">),(</span><span class="s1">&#39;Sample&#39;</span><span class="p">,</span><span class="s1">&#39;QC&#39;</span><span class="p">),</span><span class="n">fontsize</span><span class="o">=</span><span class="mi">15</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;PC1&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">15</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;PC2&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">15</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Quality Control PCA plot&#39;</span><span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>

<span class="c1"># Show plot</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<h2 id="5.-Bubble-plot-of-Molecular-Weights-vs.-Retention-Time-(sized-by-RSD)">5. Bubble plot of Molecular Weights vs. Retention Time (sized by RSD)<a class="anchor-link" href="#5.-Bubble-plot-of-Molecular-Weights-vs.-Retention-Time-(sized-by-RSD)">&#182;</a></h2><ol>
<li>Create a scatterplot of two <code>peak</code> columns: <code>peak.Mol_Weight</code> vs. <code>peak.RT_minutes</code> (each dot is a metabolite peak).<ul>
<li>make the size of the dots proportional to the RSD of the datapoint with the argument <code>s=peak.RSD**2/2</code></li>
<li>make the dots (bubbles) transparent with the argument <code>alpha=0.2</code></li>
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</li>
<li>Add x-axis label "Molecular Weight", and y-axis label "RT minutes"</li>
<li>Add a plot title</li>
<li>Render the plot</li>
</ol>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Scatterplot of Mol_Weight vs. RT_minute with size RSD^2/2, and colour red</span>
<span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="mi">16</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">peak</span><span class="o">.</span><span class="n">Mol_Weight</span><span class="p">,</span> <span class="n">peak</span><span class="o">.</span><span class="n">RT_minutes</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="n">peak</span><span class="o">.</span><span class="n">RSD</span><span class="o">**</span><span class="mi">2</span><span class="o">/</span><span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span> <span class="n">edgecolors</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">,</span> <span class="n">c</span><span class="o">=</span><span class="s1">&#39;red&#39;</span><span class="p">)</span> 
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Molecular Weight&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">15</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;RT minutes&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">15</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Metabolites Detected (sized by RSD)&#39;</span><span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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