긍부정워드클라우드.html

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<title>긍부정워드클라우드</title>

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sup {
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sub {
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svg:not(:root) {
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figure {
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}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 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 */
    </style>
<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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<h1 id="&lt;&lt;-&#47532;&#48624;&#45936;&#51060;&#53552;&#47484;-&#44557;&#51221;,&#48512;&#51221;&#51012;-&#45208;&#45572;&#50612;-&#50892;&#46300;&#53364;&#46972;&#50864;&#46300;-&#49373;&#49457;-&gt;&gt;">&lt;&lt; &#47532;&#48624;&#45936;&#51060;&#53552;&#47484; &#44557;&#51221;,&#48512;&#51221;&#51012; &#45208;&#45572;&#50612; &#50892;&#46300;&#53364;&#46972;&#50864;&#46300; &#49373;&#49457; &gt;&gt;<a class="anchor-link" href="#&lt;&lt;-&#47532;&#48624;&#45936;&#51060;&#53552;&#47484;-&#44557;&#51221;,&#48512;&#51221;&#51012;-&#45208;&#45572;&#50612;-&#50892;&#46300;&#53364;&#46972;&#50864;&#46300;-&#49373;&#49457;-&gt;&gt;">&#182;</a></h1><p>감성분석에서 만들었던 평점,리뷰 데이터로 긍정,부정을 나누어 워드 클라우드를 생성
긍정적인 리뷰에 많이 노출되는 단어를 추출하여 영화에서 어떤 부분이 좋았는지를 추측할 수 있다.
반대로 부정적인 댓글에서는 어느 점이 싫었는지를 알 수 있어, 개선에 도움을 받을 수 있다.</p>

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<h3 id="&#51204;&#52404;-&#44284;&#51221;">&#51204;&#52404; &#44284;&#51221;<a class="anchor-link" href="#&#51204;&#52404;-&#44284;&#51221;">&#182;</a></h3><ul>
<li>step1. 데이터를 가져와서 스코어를 기준으로 긍정,부정 리뷰를 나눔</li>
<li>step2. 나누어진 리뷰데이터를 형태서 분석하여 명사를 토큰화한다.</li>
<li>step3. 토큰화 된 명사중에서 자주 나오는 50개의 단어를 확인</li>
<li>step4. 해당 단어의 빈도수를 표현하는 차트 생성</li>
<li>step5. 자주 나오는 500개의 단어로 워드 클라우드 생성</li>
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<h3 id="step0.-import">step0. import<a class="anchor-link" href="#step0.-import">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">nltk</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">konlpy.tag</span> <span class="k">import</span> <span class="n">Okt</span><span class="p">;</span> <span class="n">t</span> <span class="o">=</span> <span class="n">Okt</span><span class="p">()</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">platform</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>

<span class="o">%</span><span class="k">matplotlib</span> inline

<span class="n">path</span> <span class="o">=</span> <span class="s2">&quot;c:/Windows/Fonts/malgun.ttf&quot;</span>
<span class="kn">from</span> <span class="nn">matplotlib</span> <span class="k">import</span> <span class="n">font_manager</span><span class="p">,</span> <span class="n">rc</span>
<span class="k">if</span> <span class="n">platform</span><span class="o">.</span><span class="n">system</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;Darwin&#39;</span><span class="p">:</span>
    <span class="n">rc</span><span class="p">(</span><span class="s1">&#39;font&#39;</span><span class="p">,</span> <span class="n">family</span><span class="o">=</span><span class="s1">&#39;AppleGothic&#39;</span><span class="p">)</span>
<span class="k">elif</span> <span class="n">platform</span><span class="o">.</span><span class="n">system</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;Windows&#39;</span><span class="p">:</span>
    <span class="n">font_name</span> <span class="o">=</span> <span class="n">font_manager</span><span class="o">.</span><span class="n">FontProperties</span><span class="p">(</span><span class="n">fname</span><span class="o">=</span><span class="n">path</span><span class="p">)</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
    <span class="n">rc</span><span class="p">(</span><span class="s1">&#39;font&#39;</span><span class="p">,</span> <span class="n">family</span><span class="o">=</span><span class="n">font_name</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Unknown system... sorry~~~~&#39;</span><span class="p">)</span>    

<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;axes.unicode_minus&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>
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<h3 id="step1.-&#45936;&#51060;&#53552;&#47484;-&#44032;&#51256;&#50752;&#49436;-&#49828;&#53076;&#50612;&#47484;-&#44592;&#51456;&#51004;&#47196;-&#44557;&#51221;,&#48512;&#51221;-&#47532;&#48624;&#47484;-&#45208;&#45588;">step1. &#45936;&#51060;&#53552;&#47484; &#44032;&#51256;&#50752;&#49436; &#49828;&#53076;&#50612;&#47484; &#44592;&#51456;&#51004;&#47196; &#44557;&#51221;,&#48512;&#51221; &#47532;&#48624;&#47484; &#45208;&#45588;<a class="anchor-link" href="#step1.-&#45936;&#51060;&#53552;&#47484;-&#44032;&#51256;&#50752;&#49436;-&#49828;&#53076;&#50612;&#47484;-&#44592;&#51456;&#51004;&#47196;-&#44557;&#51221;,&#48512;&#51221;-&#47532;&#48624;&#47484;-&#45208;&#45588;">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</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;star_score.csv&#39;</span><span class="p">)</span> <span class="c1"># 앞서 만들었던 평점과 리뷰데이터를 이용</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">score</span><span class="o">&lt;</span><span class="mi">5</span><span class="p">]</span> <span class="c1">#0~4점은 부정</span>
<span class="n">df2</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">score</span><span class="o">&gt;</span><span class="mi">7</span><span class="p">]</span> <span class="c1">#8~10점은 긍정</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1</span><span class="o">=</span><span class="n">df1</span><span class="p">[</span><span class="s1">&#39;text&#39;</span><span class="p">]</span> <span class="c1"># 그 중에서 긍정 리뷰만 추출</span>
<span class="n">df2</span><span class="o">=</span><span class="n">df2</span><span class="p">[</span><span class="s1">&#39;text&#39;</span><span class="p">]</span> <span class="c1"># 부정 리뷰 추출</span>
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<pre>43                                       극장에서 보면 돈 아까운영화  
45                                         재미도 없고 감동도 없음  
49       정말 진심으로 왜 재밌다하는지 모르겠는 영화..한국식으로 감동포인트 억지로 만든 것...
51                                         하 ㅠㅠ 한국영화수준 참  
56       얼마나 국내 영화 알바들이 많은지 알겠다.. 어거지 개연성 떨어지고.. 졸라 재미없...
                               ...                        
9748                                여니여니귀여니한테 배워야 할 듯...  
9749                                      rkskekfkakqktk  
10074                    와 더럽게 재미없네.. 도대체 저 평점이 왜 나오는거지;  
10105            개연성이 이렇게 떨어지는 이야기가 별점9 점이상이라니  놀랍고실망스럽다  
10230                             노래가 좋고.. 쟈스민이 예쁘다 정도..  
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<pre>0                              엑시트가 재밌으면 추천 사자가 재밌으면 비추천  
1                                       교훈 : 옥상문을 열고 다니자  
2        솔직히 정말 재밌게 봤습니다  알바아니에요 저 닉네임 클릭하면 평점 매긴 영화들 나...
3                                    여태 이런 느낌의 재난영화는 없었다  
4        윤아우는거 졸귀졸웃 ㅋㅋㅋㅋ 조정석은 뭐 완전 찰떡 조정석아니었음 못살렸을것같은 느낌  
                               ...                        
10245    여주 진심 연기잘함ㅠㅠ 이영화는 꼭 극장에서 보셔야합니다!!! 실사인데도 진짜 재밌...
10246    디즈니는 사람들을 동화 속으로 초대하는 마법사다. 정말 눈물 나게 아름다운 영화! ...
10247                                       안보면 절대 후회합니다  
10248                                고작 10점? 10억점으로도 부족해  
10249    태어나서 생전 처음으로 재관람 하고싶어진 영화. 진짜 모든 순간들을 너무나도 아름다...
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<h3 id="step2.-&#45208;&#45572;&#50612;&#51652;-&#47532;&#48624;&#45936;&#51060;&#53552;&#47484;-&#54805;&#53468;&#49548;-&#48516;&#49437;&#54616;&#50668;-&#47749;&#49324;&#47484;-&#53664;&#53360;&#54868;&#54620;&#45796;.">step2. &#45208;&#45572;&#50612;&#51652; &#47532;&#48624;&#45936;&#51060;&#53552;&#47484; &#54805;&#53468;&#49548; &#48516;&#49437;&#54616;&#50668; &#47749;&#49324;&#47484; &#53664;&#53360;&#54868;&#54620;&#45796;.<a class="anchor-link" href="#step2.-&#45208;&#45572;&#50612;&#51652;-&#47532;&#48624;&#45936;&#51060;&#53552;&#47484;-&#54805;&#53468;&#49548;-&#48516;&#49437;&#54616;&#50668;-&#47749;&#49324;&#47484;-&#53664;&#53360;&#54868;&#54620;&#45796;.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pos</span><span class="o">=</span> <span class="s1">&#39;&#39;</span>

<span class="k">for</span> <span class="n">each_line</span> <span class="ow">in</span> <span class="n">df2</span><span class="p">[:</span><span class="mi">4000</span><span class="p">]:</span>
    <span class="n">pos</span> <span class="o">=</span> <span class="n">pos</span> <span class="o">+</span> <span class="n">each_line</span> <span class="o">+</span> <span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tokens_pos</span> <span class="o">=</span> <span class="n">t</span><span class="o">.</span><span class="n">nouns</span><span class="p">(</span><span class="n">pos</span><span class="p">)</span> <span class="c1">#형태소 분석 Okt</span>
<span class="n">tokens_pos</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">10</span><span class="p">]</span>
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<pre>[&#39;시트&#39;, &#39;추천&#39;, &#39;사자&#39;, &#39;비&#39;, &#39;추천&#39;, &#39;교훈&#39;, &#39;옥상&#39;, &#39;문&#39;, &#39;정말&#39;, &#39;알바&#39;]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">neg</span> <span class="o">=</span> <span class="s1">&#39;&#39;</span>

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    <span class="n">neg</span> <span class="o">=</span> <span class="n">neg</span> <span class="o">+</span> <span class="n">each_line</span> <span class="o">+</span> <span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tokens_neg</span> <span class="o">=</span> <span class="n">t</span><span class="o">.</span><span class="n">nouns</span><span class="p">(</span><span class="n">neg</span><span class="p">)</span>
<span class="n">tokens_neg</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">10</span><span class="p">]</span>
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<pre>[&#39;극장&#39;, &#39;돈&#39;, &#39;영화&#39;, &#39;재미&#39;, &#39;감동&#39;, &#39;정말&#39;, &#39;진심&#39;, &#39;왜&#39;, &#39;영화&#39;, &#39;한국&#39;]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">po</span> <span class="o">=</span> <span class="n">nltk</span><span class="o">.</span><span class="n">Text</span><span class="p">(</span><span class="n">tokens_pos</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;영화&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">po</span><span class="o">.</span><span class="n">tokens</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">po</span><span class="o">.</span><span class="n">tokens</span><span class="p">)))</span>
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<pre>29532
3050
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ne</span> <span class="o">=</span> <span class="n">nltk</span><span class="o">.</span><span class="n">Text</span><span class="p">(</span><span class="n">tokens_neg</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;영화&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">ne</span><span class="o">.</span><span class="n">tokens</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">ne</span><span class="o">.</span><span class="n">tokens</span><span class="p">)))</span>
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<pre>14533
1883
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<h3 id="step3.-&#53664;&#53360;&#54868;-&#46108;-&#47749;&#49324;&#51473;&#50640;&#49436;-&#51088;&#51452;-&#45208;&#50724;&#45716;-50&#44060;&#51032;-&#45800;&#50612;&#47484;-&#54869;&#51064;">step3. &#53664;&#53360;&#54868; &#46108; &#47749;&#49324;&#51473;&#50640;&#49436; &#51088;&#51452; &#45208;&#50724;&#45716; 50&#44060;&#51032; &#45800;&#50612;&#47484; &#54869;&#51064;<a class="anchor-link" href="#step3.-&#53664;&#53360;&#54868;-&#46108;-&#47749;&#49324;&#51473;&#50640;&#49436;-&#51088;&#51452;-&#45208;&#50724;&#45716;-50&#44060;&#51032;-&#45800;&#50612;&#47484;-&#54869;&#51064;">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pos_data</span><span class="o">=</span><span class="n">po</span><span class="o">.</span><span class="n">vocab</span><span class="p">()</span><span class="o">.</span><span class="n">most_common</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span>
<span class="n">pos_data</span>
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<pre>[(&#39;영화&#39;, 1369),
 (&#39;관람객&#39;, 703),
 (&#39;진짜&#39;, 530),
 (&#39;윤아&#39;, 461),
 (&#39;조정석&#39;, 451),
 (&#39;연기&#39;, 443),
 (&#39;따따&#39;, 257),
 (&#39;보고&#39;, 249),
 (&#39;배우&#39;, 238),
 (&#39;추천&#39;, 219),
 (&#39;액션&#39;, 214),
 (&#39;최고&#39;, 192),
 (&#39;가족&#39;, 190),
 (&#39;정말&#39;, 185),
 (&#39;꼭&#39;, 183),
 (&#39;더&#39;, 182),
 (&#39;생각&#39;, 173),
 (&#39;시트&#39;, 162),
 (&#39;볼&#39;, 158),
 (&#39;감동&#39;, 156),
 (&#39;시간&#39;, 152),
 (&#39;재난영화&#39;, 144),
 (&#39;시사회&#39;, 139),
 (&#39;역시&#39;, 137),
 (&#39;이&#39;, 137),
 (&#39;보기&#39;, 133),
 (&#39;재난&#39;, 127),
 (&#39;것&#39;, 124),
 (&#39;거&#39;, 123),
 (&#39;완전&#39;, 120),
 (&#39;중간&#39;, 118),
 (&#39;수&#39;, 117),
 (&#39;임윤아&#39;, 116),
 (&#39;한국&#39;, 113),
 (&#39;웃음&#39;, 112),
 (&#39;시리즈&#39;, 112),
 (&#39;여름&#39;, 111),
 (&#39;때&#39;, 111),
 (&#39;분노&#39;, 111),
 (&#39;웃기&#39;, 108),
 (&#39;기대&#39;, 108),
 (&#39;손&#39;, 108),
 (&#39;그냥&#39;, 108),
 (&#39;긴장감&#39;, 107),
 (&#39;사람&#39;, 105),
 (&#39;스릴&#39;, 105),
 (&#39;안&#39;, 102),
 (&#39;함&#39;, 102),
 (&#39;여주&#39;, 102),
 (&#39;빡빡이&#39;, 102)]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">neg_data</span><span class="o">=</span><span class="n">ne</span><span class="o">.</span><span class="n">vocab</span><span class="p">()</span><span class="o">.</span><span class="n">most_common</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span>
<span class="n">neg_data</span>
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<pre>[(&#39;영화&#39;, 736),
 (&#39;평점&#39;, 317),
 (&#39;용남&#39;, 315),
 (&#39;진짜&#39;, 277),
 (&#39;점&#39;, 205),
 (&#39;알바&#39;, 182),
 (&#39;이&#39;, 164),
 (&#39;돈&#39;, 154),
 (&#39;왜&#39;, 152),
 (&#39;질주&#39;, 146),
 (&#39;분노&#39;, 131),
 (&#39;감동&#39;, 123),
 (&#39;보고&#39;, 123),
 (&#39;분노의질주&#39;, 121),
 (&#39;그냥&#39;, 118),
 (&#39;최악&#39;, 113),
 (&#39;말&#39;, 108),
 (&#39;시리즈&#39;, 106),
 (&#39;정말&#39;, 105),
 (&#39;스토리&#39;, 97),
 (&#39;재미&#39;, 90),
 (&#39;개연&#39;, 88),
 (&#39;거&#39;, 86),
 (&#39;노잼&#39;, 83),
 (&#39;웃음&#39;, 81),
 (&#39;댓글&#39;, 80),
 (&#39;한국영&#39;, 79),
 (&#39;수준&#39;, 79),
 (&#39;중간&#39;, 77),
 (&#39;임&#39;, 71),
 (&#39;억지&#39;, 71),
 (&#39;액션&#39;, 68),
 (&#39;배우&#39;, 68),
 (&#39;이건&#39;, 66),
 (&#39;진심&#39;, 62),
 (&#39;사람&#39;, 62),
 (&#39;보지&#39;, 61),
 (&#39;것&#39;, 60),
 (&#39;시간&#39;, 60),
 (&#39;내&#39;, 59),
 (&#39;별로&#39;, 58),
 (&#39;생각&#39;, 57),
 (&#39;일본&#39;, 56),
 (&#39;듯&#39;, 55),
 (&#39;정도&#39;, 53),
 (&#39;좀&#39;, 53),
 (&#39;느낌&#39;, 51),
 (&#39;무슨&#39;, 51),
 (&#39;절대&#39;, 50),
 (&#39;지금&#39;, 50)]</pre>
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<h3 id="step4.-&#54644;&#45817;-&#45800;&#50612;&#51032;-&#48712;&#46020;&#49688;&#47484;-&#54364;&#54788;&#54616;&#45716;-&#52264;&#53944;-&#49373;&#49457;">step4. &#54644;&#45817; &#45800;&#50612;&#51032; &#48712;&#46020;&#49688;&#47484; &#54364;&#54788;&#54616;&#45716; &#52264;&#53944; &#49373;&#49457;<a class="anchor-link" href="#step4.-&#54644;&#45817;-&#45800;&#50612;&#51032;-&#48712;&#46020;&#49688;&#47484;-&#54364;&#54788;&#54616;&#45716;-&#52264;&#53944;-&#49373;&#49457;">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">wordcloud</span> <span class="k">import</span> <span class="n">WordCloud</span><span class="p">,</span> <span class="n">STOPWORDS</span>
<span class="kn">from</span> <span class="nn">PIL</span> <span class="k">import</span> <span class="n">Image</span>
<span class="kn">import</span> <span class="nn">platform</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
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<pre>조정석 관람객 윤아 최고 진짜 연기 보고 추천 정말 따따 생각 더 시간 배우 액션 장난 재난영화 완전 웃기 가족
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<span class="n">po</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1">#긍정 리뷰에서 많이 나오는 단어</span>
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<img src="data:image/png;base64,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<div class="prompt input_prompt">In&nbsp;[16]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ne</span><span class="o">.</span><span class="n">similar</span><span class="p">(</span><span class="s1">&#39;영화&#39;</span><span class="p">)</span>
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<pre>왜 진짜 재난영화 내용 감동 최악 알바 평점 용남 댓글알바 임 추천 이해 절대 중간 관객 관람객 산업 무슨 좀
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<div class="prompt input_prompt">In&nbsp;[45]:</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">6</span><span class="p">))</span>
<span class="n">ne</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1">#부정 리뷰에서 많이 나오는 단어</span>
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<h3 id="step5.-&#51088;&#51452;-&#45208;&#50724;&#45716;-500&#44060;&#51032;-&#45800;&#50612;&#47196;-&#50892;&#46300;-&#53364;&#46972;&#50864;&#46300;-&#49373;&#49457;">step5. &#51088;&#51452; &#45208;&#50724;&#45716; 500&#44060;&#51032; &#45800;&#50612;&#47196; &#50892;&#46300; &#53364;&#46972;&#50864;&#46300; &#49373;&#49457;<a class="anchor-link" href="#step5.-&#51088;&#51452;-&#45208;&#50724;&#45716;-500&#44060;&#51032;-&#45800;&#50612;&#47196;-&#50892;&#46300;-&#53364;&#46972;&#50864;&#46300;-&#49373;&#49457;">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[20]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">mask</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">Image</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="s1">&#39;popcorn.png&#39;</span><span class="p">))</span>
<span class="kn">from</span> <span class="nn">wordcloud</span> <span class="k">import</span> <span class="n">ImageColorGenerator</span>
<span class="n">image_colors</span> <span class="o">=</span> <span class="n">ImageColorGenerator</span><span class="p">(</span><span class="n">mask</span><span class="p">)</span>

<span class="n">image_colors</span>
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<pre>&lt;wordcloud.color_from_image.ImageColorGenerator at 0x1e3ade3c048&gt;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pos_data</span> <span class="o">=</span> <span class="n">pos</span><span class="o">.</span><span class="n">vocab</span><span class="p">()</span><span class="o">.</span><span class="n">most_common</span><span class="p">(</span><span class="mi">500</span><span class="p">)</span>
<span class="c1"># for win : font_path=&#39;c:/Windows/Fonts/malgun.ttf&#39;</span>
<span class="n">wordcloud</span> <span class="o">=</span> <span class="n">WordCloud</span><span class="p">(</span><span class="n">font_path</span><span class="o">=</span><span class="s1">&#39;c:/Windows/Fonts/jalnan.ttf&#39;</span><span class="p">,</span>
               <span class="n">relative_scaling</span> <span class="o">=</span> <span class="mf">0.1</span><span class="p">,</span> <span class="n">mask</span><span class="o">=</span><span class="n">mask</span><span class="p">,</span>
               <span class="n">background_color</span> <span class="o">=</span> <span class="s1">&#39;white&#39;</span><span class="p">,</span>
               <span class="n">min_font_size</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
               <span class="n">max_font_size</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span><span class="o">.</span><span class="n">generate_from_frequencies</span><span class="p">(</span><span class="nb">dict</span><span class="p">(</span><span class="n">pos_data</span><span class="p">))</span>

<span class="n">default_colors</span> <span class="o">=</span> <span class="n">wordcloud</span><span class="o">.</span><span class="n">to_array</span><span class="p">()</span>
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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">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">wordcloud</span><span class="o">.</span><span class="n">recolor</span><span class="p">(</span><span class="n">color_func</span><span class="o">=</span><span class="n">image_colors</span><span class="p">),</span> <span class="n">interpolation</span><span class="o">=</span><span class="s1">&#39;bilinear&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s1">&#39;off&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1">#긍정 워드클라우드</span>
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<div class="prompt input_prompt">In&nbsp;[23]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">neg_data</span> <span class="o">=</span> <span class="n">neg</span><span class="o">.</span><span class="n">vocab</span><span class="p">()</span><span class="o">.</span><span class="n">most_common</span><span class="p">(</span><span class="mi">500</span><span class="p">)</span>
<span class="c1"># for win : font_path=&#39;c:/Windows/Fonts/malgun.ttf&#39;</span>
<span class="n">wordcloud</span> <span class="o">=</span> <span class="n">WordCloud</span><span class="p">(</span><span class="n">font_path</span><span class="o">=</span><span class="s1">&#39;c:/Windows/Fonts/jalnan.ttf&#39;</span><span class="p">,</span>
               <span class="n">relative_scaling</span> <span class="o">=</span> <span class="mf">0.1</span><span class="p">,</span> <span class="n">mask</span><span class="o">=</span><span class="n">mask</span><span class="p">,</span>
               <span class="n">background_color</span> <span class="o">=</span> <span class="s1">&#39;black&#39;</span><span class="p">,</span>
               <span class="n">min_font_size</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
               <span class="n">max_font_size</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span><span class="o">.</span><span class="n">generate_from_frequencies</span><span class="p">(</span><span class="nb">dict</span><span class="p">(</span><span class="n">neg_data</span><span class="p">))</span>

<span class="n">default_colors</span> <span class="o">=</span> <span class="n">wordcloud</span><span class="o">.</span><span class="n">to_array</span><span class="p">()</span>
</pre></div>

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<div class="prompt input_prompt">In&nbsp;[24]:</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">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">wordcloud</span><span class="o">.</span><span class="n">recolor</span><span class="p">(</span><span class="n">color_func</span><span class="o">=</span><span class="n">image_colors</span><span class="p">),</span> <span class="n">interpolation</span><span class="o">=</span><span class="s1">&#39;bilinear&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s1">&#39;off&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> <span class="c1">#부정 워드클라우드</span>
</pre></div>

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