Assignments/NLP_tweets/twitter_nlp.html

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<title>twitter_nlp</title>

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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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="A-Very-Brief-Intro-to-Natural-Language-Processing">A Very Brief Intro to Natural Language Processing<a class="anchor-link" href="#A-Very-Brief-Intro-to-Natural-Language-Processing">&#182;</a></h1>
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<h2 id="Regular-expressions">Regular expressions<a class="anchor-link" href="#Regular-expressions">&#182;</a></h2>
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<p>The fastest way to find patterns in strings is to use a library that can match so-called regular expressions. In Python, it is the <code>re</code> library that does the trick, but regular expressions are also common in other languages, and the syntax remains almost identical in every case.</p>
<p>You can even use regexp search and replace in most text editors, for example while editing LaTeX files, or code on your computer. <code>grep</code> and <code>sed</code> also understand regular expressions in the terminal. Thus, once mastered, regexps are going to appear in almost each and every one of your works or data cleaning. Below, some common everyday examples are shown, alongside with the Python usage.</p>
<p>As to learning the syntax, check out the first two links:</p>
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<li><p>This is a quite good introduction:
<a href="http://www.zytrax.com/tech/web/regex.htm">http://www.zytrax.com/tech/web/regex.htm</a></p>
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<li><p>This is a really good tutorial that shows how regular expressions match or do not match:
<a href="https://regexone.com/">https://regexone.com/</a></p>
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<li><p>And this link covers Pythons regex library as a starter.
<a href="https://developers.google.com/edu/python/regular-expressions">https://developers.google.com/edu/python/regular-expressions</a></p>
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<h3 id="The-re-library-in-Python">The <code>re</code> library in Python<a class="anchor-link" href="#The-re-library-in-Python">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># importing the library</span>
<span class="kn">import</span> <span class="nn">re</span>
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<p>This is a hello world example for the <code>re</code> library.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">re</span><span class="o">.</span><span class="n">findall</span><span class="p">(</span><span class="s1">&#39;\w+&#39;</span><span class="p">,</span><span class="s1">&#39;apple pear plum cherries&#39;</span><span class="p">)</span>
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<pre>[&#39;apple&#39;, &#39;pear&#39;, &#39;plum&#39;, &#39;cherries&#39;]</pre>
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<p>The file <code>robinson.txt</code> contains Defoe's famous novel downloaded from the website of the <a href="http://www.gutenberg.org">Project Gutenberg</a>. Let's count how many times the pronoun <code>the</code> appears in the novel!</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">robinson</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="s1">&#39;robinson.txt&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">read</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">len</span><span class="p">(</span><span class="n">re</span><span class="o">.</span><span class="n">findall</span><span class="p">(</span><span class="s1">&#39;the&#39;</span><span class="p">,</span><span class="n">robinson</span><span class="p">))</span>
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<pre>20623</pre>
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<p>Let's extract possible names beginning with a capital <code>F</code> from the novel.We exclude words that are supposed to be at the beginning of a sentence.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># this is a find and replace command for strings</span>
<span class="c1"># arguments are old_pattern, new_pattern, string</span>
<span class="c1"># returns substituted string</span>
<span class="n">robinson_no_newlines</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">,</span><span class="s1">&#39; &#39;</span><span class="p">,</span><span class="n">robinson</span><span class="p">)</span>
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<p>Because of the above excluding conditions, we check the preceding two characters of the names. But we would only like to return the names themselves without the preceding characters. Therefore, we use group capturing by putting brackets around the desired parts <code>()</code>, which makes sure that <code>re.findall</code> only returns the matched groups, not the whole pattern. If we capture more than one group, the returned list would contain tuples.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">set</span><span class="p">(</span><span class="n">re</span><span class="o">.</span><span class="n">findall</span><span class="p">(</span><span class="s1">&#39;[^\.!\?&quot; ] (F[a-z]+)&#39;</span><span class="p">,</span><span class="n">robinson_no_newlines</span><span class="p">))</span>
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<pre>{&#39;Father&#39;,
 &#39;February&#39;,
 &#39;Fernand&#39;,
 &#39;Finland&#39;,
 &#39;Firma&#39;,
 &#39;First&#39;,
 &#39;Flanders&#39;,
 &#39;Fontarabia&#39;,
 &#39;Formosa&#39;,
 &#39;Fowling&#39;,
 &#39;France&#39;,
 &#39;French&#39;,
 &#39;Frenchman&#39;,
 &#39;Friday&#39;,
 &#39;Frozen&#39;,
 &#39;Frye&#39;,
 &#39;Fyal&#39;}</pre>
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<h3 id="Some-command-line-examples">Some command line examples<a class="anchor-link" href="#Some-command-line-examples">&#182;</a></h3>
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<p>Reformatting the output of <code>uniq -c</code>!</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">!</span>cat random.txt <span class="p">|</span> sed <span class="s1">&#39;s/ /\n/g&#39;</span> <span class="p">|</span> sort -n <span class="p">|</span> uniq -c <span class="p">|</span> sed -e <span class="s1">&#39;s/^\s*//g&#39;</span> <span class="p">|</span> sed -e <span class="s1">&#39;s/ /,/g&#39;</span> <span class="p">|</span> head
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<pre>45,0.00
101,0.01
103,0.02
104,0.03
109,0.04
85,0.05
101,0.06
97,0.07
99,0.08
107,0.09
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<p>Adding <code>0.</code> to floats smaller than <code>1</code>.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">!</span>cat sample.txt <span class="p">|</span> sed -e <span class="s1">&#39;s/^\./0\./g&#39;</span>
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<pre># This is a sample file for illustration purposes.
# This is a comment line.
But this is not, it just happens to contain a &#39;#&#39;.
0.3
0.4
0.64
1.45
2.5
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<p>Excluding comment lines.</p>

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<pre>But this is not, it just happens to contain a &#39;#&#39;.
.3
.4
.64
1.45
2.5
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<h2 id="How-to-feed-a-text-to-the-computer?">How to feed a text to the computer?<a class="anchor-link" href="#How-to-feed-a-text-to-the-computer?">&#182;</a></h2>
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<p>First of all, we want to decide what elements we want as building blocks. A common approach is to break the text down to words. But even this task is not that simple as it first seems. The next string contains an example message of Donald Trump from the Twitter social network.</p>
<p>Possible problems:</p>
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<li>lower and uppercase</li>
<li>punctuation</li>
<li>emojis</li>
<li>character encoding</li>
<li>named entity recognition...</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">trump_tweet</span> <span class="o">=</span> <span class="s1">&#39;Having great meetings and discussions with my friend, President @EmmanuelMacron of France. We are in the midst of meetings on Iran, Syria and Trade. We will be holding a joint press conference shortly, here at the @WhiteHouse. 🇺🇸🇫🇷&#39;</span>
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<p>Does this work?</p>

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<pre>having great meetings and discussions with my friend president emmanuelmacron of france we are in the midst of meetings on iran syria and trade we will be holding a joint press conference shortly here at the whitehouse
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<h2 id="nltk">nltk<a class="anchor-link" href="#nltk">&#182;</a></h2>
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<p>"NLTK is a leading platform for building Python programs to work with human language data. It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, wrappers for industrial-strength NLP libraries, and an active discussion forum."</p>

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<p>Let's have a look at our former task.</p>

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<pre>having great meetings and discussions with my friend , president @ emmanuelmacron of france . we are in the midst of meetings on iran , syria and trade . we will be holding a joint press conference shortly , here at the @ whitehouse . 🇺🇸🇫🇷
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<p>Look for a good tweet tokenizer that has Twitter-specific regular expressions built-in either within <code>nltk</code> or outside!
<a href="http://www.nltk.org/api/nltk.tokenize.html">http://www.nltk.org/api/nltk.tokenize.html</a></p>

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<h2 id="Stemming">Stemming<a class="anchor-link" href="#Stemming">&#182;</a></h2>
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<p>If we are interested in the core meaning, often we can throw away third person forms or plurals etc.</p>

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<span class="n">snow</span> <span class="o">=</span> <span class="n">SnowballStemmer</span><span class="p">(</span><span class="s1">&#39;english&#39;</span><span class="p">,</span><span class="n">ignore_stopwords</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="k">for</span> <span class="n">word</span> <span class="ow">in</span> <span class="n">nltk</span><span class="o">.</span><span class="n">word_tokenize</span><span class="p">(</span><span class="n">trump_tweet</span><span class="o">.</span><span class="n">lower</span><span class="p">())[</span><span class="mi">0</span><span class="p">:</span><span class="mi">10</span><span class="p">]:</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">word</span><span class="p">,</span><span class="s1">&#39;-&gt;&#39;</span><span class="p">,</span><span class="n">snow</span><span class="o">.</span><span class="n">stem</span><span class="p">(</span><span class="n">word</span><span class="p">))</span>
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<pre>having -&gt; having
great -&gt; great
meetings -&gt; meet
and -&gt; and
discussions -&gt; discuss
with -&gt; with
my -&gt; my
friend -&gt; friend
, -&gt; ,
president -&gt; presid
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<h2 id="Term-document-matrix">Term-document matrix<a class="anchor-link" href="#Term-document-matrix">&#182;</a></h2>
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<p>A useful algebraic concept for representing a collection of texts is having a matrix. On this matrix, it is possible to try many concepts and methods from linear algebra, machine learning etc.</p>
<p><a href="https://en.wikipedia.org/wiki/Document-term_matrix">https://en.wikipedia.org/wiki/Document-term_matrix</a></p>

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<p>Let us have a look at such a matrix on some Trump tweets again <a href="http://www.trumptwitterarchive.com/archive">http://www.trumptwitterarchive.com/archive</a>:</p>

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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="kn">from</span> <span class="nn">sklearn.feature_extraction.text</span> <span class="k">import</span> <span class="n">CountVectorizer</span><span class="p">,</span><span class="n">TfidfVectorizer</span>
<span class="kn">from</span> <span class="nn">sklearn.decomposition</span> <span class="k">import</span> <span class="n">LatentDirichletAllocation</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>

<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="o">%</span><span class="k">matplotlib</span> inline
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<p>The file <code>corpus.txt</code> contains the president's tweets downloaded from the archive. It is a small collection of wikipedia articles fromt he disciplines of chemical physics (21 articles), experimental physics (24 articles), and computational biology (18 articles).</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">trumptweets</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;corpus.txt&#39;</span><span class="p">,</span><span class="n">header</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
<span class="c1">#trumptweets.dropna(subset=[&quot;text&quot;],inplace=True)</span>
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<p>Let's make an array counting the occurrence of words in each tweet!</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">c</span> <span class="o">=</span> <span class="n">CountVectorizer</span><span class="p">()</span>
<span class="n">c</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">trumptweets</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">3</span><span class="p">))</span><span class="o">.</span><span class="n">todense</span><span class="p">()</span>
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<pre>matrix([[ 1,  1,  1,  1,  2,  6,  1,  3,  1,  2,  2,  1,  2,  1,  2,  3,
          1,  1,  2,  7,  2,  1,  1,  1,  3,  1,  1,  1,  1,  1,  1,  1,
          2,  2,  1,  1,  1,  1,  1,  1,  1,  3,  1,  1,  1,  1,  2,  2,
          1,  1,  1,  1,  2,  1,  1,  1,  3,  5,  1,  1,  1,  1,  1,  1,
         14,  1,  1,  4,  1,  1,  1,  1,  1,  1,  1,  1,  4,  1, 10,  1,
          7,  1,  3,  1,  9,  1,  2,  1,  1,  1,  3,  1,  1,  3,  2,  1,
          1,  1,  1,  1,  1,  1,  1,  1,  1,  2,  1,  1,  3,  7,  3,  1,
          2,  1,  1,  4, 24,  2,  1,  2,  2,  1,  8,  1,  1,  1,  1,  1,
          1,  1,  6,  1,  1,  1,  1,  1]], dtype=int64)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="s1">&#39; &#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">get_feature_names</span><span class="p">())</span>
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<pre>&#39;albert already also american an and anderson another applicable application are atomic atoms awarded basis be been biological bonds by can carver certain characterizing chemical chemistry close common conduction confirm conformation connected could coupling cross demonstrated demonstrating derived described determine differs dimensional discovery distances each early effect electrons enhanced equations experiment experimental experimentally explanation extension first for from general give had help highly however in inter irradiation is it its macromolecules magnetic metals microwave molecular molecule nmr nobel noe not nuclear observation observed occurs of often one only organic other overhauser phenomenon physicist polarization population precise prize proposed published rather relaxation resonance seminal shown slichter solomon solution space spectroscopy spin spins structure structures subsequent than that the theoretical this three through thus to transfer transferred two useful using verified via was when where whereas who work&#39;</pre>
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<p>First, we have to create our own tokenizer, because the built-in one leaves us with punctuation marks and numbers.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tt</span> <span class="o">=</span> <span class="n">nltk</span><span class="o">.</span><span class="n">tokenize</span><span class="o">.</span><span class="n">TweetTokenizer</span><span class="p">(</span><span class="n">preserve_case</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">strip_handles</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">reduce_len</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">ss</span> <span class="o">=</span> <span class="n">nltk</span><span class="o">.</span><span class="n">stem</span><span class="o">.</span><span class="n">SnowballStemmer</span><span class="p">(</span><span class="s1">&#39;english&#39;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">custom_tokenizer</span><span class="p">(</span><span class="n">text</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    The input is the string to tokenize.</span>
<span class="sd">    </span>
<span class="sd">    The output is the list of desired words.</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="n">words</span> <span class="o">=</span> <span class="n">tt</span><span class="o">.</span><span class="n">tokenize</span><span class="p">(</span><span class="n">text</span><span class="p">)</span>
    <span class="k">return</span> <span class="p">[</span><span class="n">ss</span><span class="o">.</span><span class="n">stem</span><span class="p">(</span><span class="n">w</span><span class="p">)</span> <span class="k">for</span> <span class="n">w</span> <span class="ow">in</span> <span class="n">words</span> <span class="k">if</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="s1">&#39;^[a-z]+$&#39;</span><span class="p">,</span><span class="n">w</span><span class="p">)</span><span class="o">!=</span><span class="kc">None</span><span class="p">]</span>
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<p>Creating the TF-IDF matrix.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">c</span> <span class="o">=</span> <span class="n">TfidfVectorizer</span><span class="p">(</span><span class="n">tokenizer</span><span class="o">=</span><span class="n">custom_tokenizer</span><span class="p">,</span><span class="n">stop_words</span><span class="o">=</span><span class="s1">&#39;english&#39;</span><span class="p">,</span><span class="n">min_df</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span><span class="n">norm</span><span class="o">=</span><span class="s1">&#39;l2&#39;</span><span class="p">)</span>
<span class="c1"># trumptweets.text.str.contains(&#39;Clinton&#39;)</span>
<span class="n">X</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">trumptweets</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="nb">print</span><span class="p">(</span><span class="n">X</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
<span class="n">words</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">get_feature_names</span><span class="p">()</span>
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<pre>(63, 579)
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<p>Fitting an LDA model to it.</p>

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<span class="n">T</span> <span class="o">=</span> <span class="n">l</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">W</span> <span class="o">=</span> <span class="n">l</span><span class="o">.</span><span class="n">components_</span>
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<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">T</span><span class="p">,</span><span class="n">markersize</span><span class="o">=</span><span class="mi">1</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;Tweets&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Weight in topic&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</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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<pre>No handles with labels found to put in legend.
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>
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<div class="prompt input_prompt">In&nbsp;[172]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">5</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">W</span><span class="o">.</span><span class="n">T</span><span class="p">,</span><span class="s1">&#39;-&#39;</span><span class="p">,</span><span class="n">markersize</span><span class="o">=</span><span class="mi">1</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;Words&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Weight in topic&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</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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<pre>No handles with labels found to put in legend.
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<div class="prompt input_prompt">In&nbsp;[173]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">for</span> <span class="n">i</span><span class="p">,</span><span class="n">line</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">W</span><span class="p">):</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Topic &quot;</span><span class="o">+</span><span class="nb">str</span><span class="p">(</span><span class="n">i</span><span class="p">)</span><span class="o">+</span><span class="s2">&quot;: &quot;</span><span class="p">,</span><span class="n">end</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
    <span class="n">ind</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">argsort</span><span class="p">(</span><span class="n">line</span><span class="p">)[</span><span class="mi">0</span><span class="p">:</span><span class="mi">20</span><span class="p">]</span>
    <span class="k">for</span> <span class="n">elem</span> <span class="ow">in</span> <span class="n">ind</span><span class="p">:</span>
        <span class="nb">print</span><span class="p">(</span><span class="n">words</span><span class="p">[</span><span class="n">elem</span><span class="p">]</span><span class="o">+</span><span class="s2">&quot;, &quot;</span><span class="p">,</span><span class="n">end</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
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<pre>Topic 0: databas, platform, genom, throughput, visual, softwar, bioinformat, biochemistri, genet, gene, member, core, util, support, diseas, web, network, challeng, introduct, fold, 

Topic 1: momentum, classic, vibrat, rotat, forc, discuss, angular, electr, frequenc, scatter, motion, law, plane, right, extern, formula, apparatus, lattic, spin, polar, 

Topic 2: genom, gene, throughput, platform, visual, member, util, core, network, databas, fold, support, diseas, softwar, bioinformat, employ, opportun, futur, divers, communiti, 

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<h2 id="Other-questions">Other questions<a class="anchor-link" href="#Other-questions">&#182;</a></h2><p>What to do when the texts do not have the same length? How to exclude not relevant words? How to make a weighting scheme for our purposes?</p>
<p>How to deal with the 'timeseries' nature of texts? What inputs do neural networks expect?</p>

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