disease_spread.html

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<title>disease_spread</title>

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

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

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

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

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

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

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<style type="text/css">
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<h1 id="Disease-Spread-Simulation">Disease Spread Simulation<a class="anchor-link" href="#Disease-Spread-Simulation">&#182;</a></h1>
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<h2 id="Summary">Summary<a class="anchor-link" href="#Summary">&#182;</a></h2><p>This model simulates the process of epidemic disease spread. In particular, it raises the problem of <strong>herd immunity</strong>, which is a form of defence against epidemic diseases, which protects people that can't (or won't) be vaccinated, because when the majority of population is vaccinated (immune), then the disease can't spread.</p>
<p>The greater the proportion of immune ones (either in natural way or vaccinated), the lower the chance that those endangered will have contact with the disease. In case of, for example measles or smallpox, the <em>herd immunity threshold</em> is estimated to be 92-95% for the first one and 80-86% for the latter.<br>
The contact with infected person is necessary for these diseases to spread.</p>
<p>The model performs a simulation of a hypothetical disease, that can be spread by contact with infected ones.</p>
<p><strong>Sources</strong></p>
<ul>
<li>Fine P., Eames K., Heymann D. L.. "Herd immunity": A rough guide. „Clinical Infectious Diseases”. 52 (7), s. 911–6, April 2011. <a href="https://academic.oup.com/cid/article/52/7/911/299077">https://academic.oup.com/cid/article/52/7/911/299077</a></li>
<li><a href="https://ourworldindata.org/vaccination#how-vaccines-work-herd-immunity-and-reasons-for-caring-about-broad-vaccination-coverage">https://ourworldindata.org/vaccination#how-vaccines-work-herd-immunity-and-reasons-for-caring-about-broad-vaccination-coverage</a></li>
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<h2 id="Description">Description<a class="anchor-link" href="#Description">&#182;</a></h2><p>The model simulates how multiple heterogeneous agents move around a map. There are 3 types of agents:</p>
<ol>
<li>vaccinated [green]</li>
<li>unvaccinated [blue]</li>
<li>infected [red]</li>
</ol>
<p>Firstly, individuals' coordinates are generated, according to provided information about number of infected and vaccinated. During each iteration, individuals change their position on the map.<br>
At a new location, if infected one will be within a provided distance from not infected ones, it will have a chance (small in case of vaccinated, and high in case of unvaccinated ones) to spread the disease.<br>
In reality, even vaccinated people have very small chance to catch the disease.
After every iteration the map with current situation is generated, showing what percentage of the whole population is infected. All the maps are saved in the working directory.</p>

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<h2 id="Functions">Functions<a class="anchor-link" href="#Functions">&#182;</a></h2>
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<div class=" highlight hl-julia"><pre><span></span><span class="k">using</span> <span class="n">Random</span><span class="p">,</span> <span class="n">PyPlot</span><span class="p">,</span> <span class="n">DataFrames</span><span class="p">,</span> <span class="n">Distributions</span>
<span class="k">import</span> <span class="n">Distributions</span><span class="o">:</span> <span class="n">Uniform</span>
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<div class=" highlight hl-julia"><pre><span></span><span class="k">function</span> <span class="n">generate_data</span><span class="p">(</span><span class="n">population</span><span class="p">,</span> <span class="n">square_side</span><span class="p">,</span> <span class="n">perc_infected</span><span class="p">,</span> <span class="n">perc_vaccinated</span><span class="p">,</span> <span class="n">perc_unvaccinated</span><span class="p">)</span>
    <span class="s">&quot;&quot;&quot;</span>
<span class="s">    Generates each individual&#39;s coordinates on a map.</span>
<span class="s">    population - number of people</span>
<span class="s">    square_side - defines map size</span>
<span class="s">    perc_infected - % of population infected</span>
<span class="s">    perc_vaccinated - % of population vaccinated</span>
<span class="s">    perc_unvaccinated - % of population not vaccinated (or can&#39;t be)</span>
<span class="s">    &quot;&quot;&quot;</span>
    <span class="n">perc_list</span> <span class="o">=</span> <span class="p">[</span><span class="n">perc_infected</span><span class="p">,</span> <span class="n">perc_vaccinated</span><span class="p">,</span> <span class="n">perc_unvaccinated</span><span class="p">]</span>
    <span class="nd">@assert</span> <span class="n">sum</span><span class="p">(</span><span class="n">perc_list</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span>
    
    <span class="n">types</span> <span class="o">=</span> <span class="p">[</span><span class="s">&quot;infected&quot;</span><span class="p">,</span> <span class="s">&quot;vaccinated&quot;</span><span class="p">,</span> <span class="s">&quot;unvaccinated&quot;</span><span class="p">]</span>
    <span class="n">df</span> <span class="o">=</span> <span class="n">DataFrame</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="kt">Float64</span><span class="p">[],</span> <span class="n">y</span> <span class="o">=</span> <span class="kt">Float64</span><span class="p">[],</span> <span class="n">typ</span> <span class="o">=</span> <span class="n">String</span><span class="p">[])</span>
    
    <span class="k">for</span> <span class="p">(</span><span class="n">index</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span> <span class="kp">in</span> <span class="n">enumerate</span><span class="p">(</span><span class="n">perc_list</span><span class="p">)</span>
        <span class="n">n_people</span> <span class="o">=</span> <span class="kt">Int</span><span class="p">(</span><span class="n">round</span><span class="p">(</span><span class="n">population</span><span class="o">*</span><span class="n">value</span><span class="p">))</span>
        
        <span class="n">x</span> <span class="o">=</span> <span class="n">rand</span><span class="p">(</span><span class="n">Uniform</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">square_side</span><span class="p">),</span> <span class="n">n_people</span><span class="p">)</span>
        <span class="n">y</span> <span class="o">=</span> <span class="n">rand</span><span class="p">(</span><span class="n">Uniform</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">square_side</span><span class="p">),</span> <span class="n">n_people</span><span class="p">)</span>
        <span class="n">typ</span> <span class="o">=</span> <span class="n">types</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
        
        <span class="n">df_temp</span> <span class="o">=</span> <span class="n">DataFrame</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">y</span><span class="p">,</span> <span class="n">typ</span> <span class="o">=</span> <span class="n">typ</span><span class="p">)</span>
        <span class="n">df</span> <span class="o">=</span> <span class="n">join</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">df_temp</span><span class="p">,</span> <span class="n">kind</span> <span class="o">=</span> <span class="o">:</span><span class="n">outer</span><span class="p">,</span> <span class="n">on</span> <span class="o">=</span> <span class="n">intersect</span><span class="p">(</span><span class="n">names</span><span class="p">(</span><span class="n">df</span><span class="p">),</span> <span class="n">names</span><span class="p">(</span><span class="n">df_temp</span><span class="p">)))</span>
    <span class="k">end</span> 
    
    <span class="k">return</span> <span class="n">df</span>
<span class="k">end</span>
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<pre>generate_data (generic function with 1 method)</pre>
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<div class=" highlight hl-julia"><pre><span></span><span class="k">function</span> <span class="n">make_plot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">Title</span><span class="o">=</span><span class="s">&quot;&quot;</span><span class="p">)</span><span class="c">#, podtytul=&quot;&quot;)</span>
    <span class="s">&quot;&quot;&quot;</span>
<span class="s">    Makes map with data generated previously</span>
<span class="s">    data - df created previously</span>
<span class="s">    colors:</span>
<span class="s">    infected - red</span>
<span class="s">    vaccinated - green</span>
<span class="s">    unvaccinated - blue</span>
<span class="s">    &quot;&quot;&quot;</span>
    <span class="k">for</span> <span class="n">person</span> <span class="kp">in</span> <span class="n">unique</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="o">:</span><span class="n">typ</span><span class="p">])</span>
        
        <span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="p">[(</span><span class="n">df</span><span class="p">[</span><span class="o">:</span><span class="n">typ</span><span class="p">]</span> <span class="o">.==</span> <span class="n">person</span><span class="p">),</span> <span class="o">:</span><span class="p">]</span>
        
        <span class="k">if</span> <span class="n">person</span> <span class="o">==</span> <span class="s">&quot;infected&quot;</span>
            <span class="n">color</span> <span class="o">=</span> <span class="s">&quot;red&quot;</span>
        <span class="k">elseif</span> <span class="n">person</span> <span class="o">==</span> <span class="s">&quot;vaccinated&quot;</span>
            <span class="n">color</span> <span class="o">=</span> <span class="s">&quot;green&quot;</span>
        <span class="k">elseif</span> <span class="n">person</span> <span class="o">==</span> <span class="s">&quot;unvaccinated&quot;</span>
            <span class="n">color</span> <span class="o">=</span> <span class="s">&quot;blue&quot;</span>
        <span class="k">end</span>
        
        <span class="n">PyPlot</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">x</span><span class="p">,</span> <span class="n">data</span><span class="o">.</span><span class="n">y</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.4</span><span class="p">,</span> <span class="n">c</span><span class="o">=</span><span class="n">color</span><span class="p">)</span>
    <span class="k">end</span>
    <span class="n">title</span><span class="p">(</span><span class="n">Title</span><span class="p">)</span>
<span class="k">end</span>
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<pre>make_plot (generic function with 2 methods)</pre>
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<div class=" highlight hl-julia"><pre><span></span><span class="k">function</span> <span class="n">distance</span><span class="p">(</span><span class="n">x_axis_1</span><span class="p">,</span> <span class="n">y_axis_1</span><span class="p">,</span> <span class="n">x_axis_2</span><span class="p">,</span> <span class="n">y_axis_2</span><span class="p">)</span>
    <span class="s">&quot;&quot;&quot;</span>
<span class="s">    Calculates distance between 2 points (Pythagorean theorem)</span>
<span class="s">    x_axis_1, y_axis_1 - coordinates of the first point</span>
<span class="s">    x_axis_2, y_axis_2 - coordinates of the second point</span>
<span class="s">    &quot;&quot;&quot;</span>
    <span class="n">a</span><span class="o">=</span><span class="n">abs</span><span class="p">(</span><span class="n">x_axis_1</span><span class="o">-</span><span class="n">x_axis_2</span><span class="p">)</span>
    <span class="n">b</span><span class="o">=</span><span class="n">abs</span><span class="p">(</span><span class="n">y_axis_1</span><span class="o">-</span><span class="n">y_axis_2</span><span class="p">)</span>

    <span class="n">c</span> <span class="o">=</span> <span class="n">sqrt</span><span class="p">(</span><span class="n">a</span><span class="o">^</span><span class="mi">2</span> <span class="o">+</span> <span class="n">b</span><span class="o">^</span><span class="mi">2</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">c</span>
<span class="k">end</span>
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<pre>distance (generic function with 1 method)</pre>
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<div class=" highlight hl-julia"><pre><span></span><span class="k">function</span> <span class="n">new_positions</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">square_side</span><span class="p">)</span>
    <span class="s">&quot;&quot;&quot;</span>
<span class="s">    Gets new random positons for individuals</span>
<span class="s">    &quot;&quot;&quot;</span>
    <span class="n">df</span><span class="o">.</span><span class="n">x</span> <span class="o">=</span> <span class="n">rand</span><span class="p">(</span><span class="n">Uniform</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">square_side</span><span class="p">),</span> <span class="n">nrow</span><span class="p">(</span><span class="n">df</span><span class="p">))</span>
    <span class="n">df</span><span class="o">.</span><span class="n">y</span> <span class="o">=</span> <span class="n">rand</span><span class="p">(</span><span class="n">Uniform</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">square_side</span><span class="p">),</span> <span class="n">nrow</span><span class="p">(</span><span class="n">df</span><span class="p">))</span>
    <span class="k">return</span> <span class="n">df</span>
<span class="k">end</span>
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<pre>new_positions (generic function with 1 method)</pre>
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<div class=" highlight hl-julia"><pre><span></span><span class="k">function</span> <span class="n">simulation</span><span class="p">(</span>
        <span class="n">population</span><span class="p">,</span> <span class="n">square_side</span><span class="p">,</span> <span class="n">perc_infected</span><span class="p">,</span> <span class="n">perc_vaccinated</span><span class="p">,</span> <span class="n">perc_unvaccinated</span><span class="p">,</span>
        <span class="n">infection_distance</span><span class="p">,</span> <span class="n">infection_prob_vaccinated</span><span class="p">,</span> <span class="n">infection_prob_perc_unvaccinated</span><span class="p">,</span> 
        <span class="n">simulation_time</span><span class="p">,</span> <span class="n">when_stop</span><span class="p">)</span>
    
    <span class="n">data</span> <span class="o">=</span> <span class="n">generate_data</span><span class="p">(</span>
        <span class="n">population</span><span class="p">,</span> 
        <span class="n">square_side</span><span class="p">,</span> 
        <span class="n">perc_infected</span><span class="p">,</span> 
        <span class="n">perc_vaccinated</span><span class="p">,</span> 
        <span class="n">perc_unvaccinated</span><span class="p">)</span>

    <span class="c"># loop over time</span>
    <span class="k">for</span> <span class="n">time</span> <span class="kp">in</span> <span class="mi">1</span><span class="o">:</span><span class="n">simulation_time</span>

        <span class="c"># number of infected / the whole population</span>
        <span class="n">n_people</span> <span class="o">=</span> <span class="n">by</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="o">:</span><span class="n">typ</span><span class="p">,</span> <span class="n">Sum</span> <span class="o">=</span> <span class="o">:</span><span class="n">typ</span> <span class="o">=&gt;</span> <span class="n">length</span><span class="p">)</span>
        <span class="n">n_all</span> <span class="o">=</span> <span class="n">sum</span><span class="p">(</span><span class="n">n_people</span><span class="o">.</span><span class="n">Sum</span><span class="p">)</span>
        <span class="n">n_infected</span> <span class="o">=</span> <span class="n">n_people</span><span class="p">[(</span><span class="n">n_people</span><span class="p">[</span><span class="o">:</span><span class="n">typ</span><span class="p">]</span> <span class="o">.==</span> <span class="s">&quot;infected&quot;</span><span class="p">),</span> <span class="o">:</span><span class="n">Sum</span><span class="p">]</span>
        
        <span class="n">info_beginning</span> <span class="o">=</span> <span class="n">string</span><span class="p">(</span><span class="n">n_infected</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span><span class="o">*</span><span class="s">&quot; / &quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">n_all</span><span class="p">)</span>

        <span class="n">title</span> <span class="o">=</span> <span class="s">&quot;Start - time: &quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">time</span><span class="p">)</span><span class="o">*</span><span class="s">&quot; | infected: &quot;</span><span class="o">*</span><span class="n">info_beginning</span>
        <span class="n">make_plot</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">title</span><span class="p">)</span>

        <span class="n">plot_name</span><span class="o">=</span><span class="s">&quot;plot&quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">time</span><span class="p">)</span><span class="o">*</span><span class="s">&quot;-beginning.png&quot;</span>
        <span class="n">savefig</span><span class="p">(</span><span class="n">plot_name</span><span class="p">)</span>
        <span class="n">clf</span><span class="p">()</span>

        <span class="c"># 2 sets: infected i not_infected</span>
        <span class="n">not_infected</span> <span class="o">=</span> <span class="n">data</span><span class="p">[(</span><span class="n">data</span><span class="p">[</span><span class="o">:</span><span class="n">typ</span><span class="p">]</span> <span class="o">.!=</span> <span class="s">&quot;infected&quot;</span><span class="p">),</span> <span class="o">:</span><span class="p">]</span>
        <span class="n">infected</span> <span class="o">=</span> <span class="n">data</span><span class="p">[(</span><span class="n">data</span><span class="p">[</span><span class="o">:</span><span class="n">typ</span><span class="p">]</span> <span class="o">.==</span> <span class="s">&quot;infected&quot;</span><span class="p">),</span> <span class="o">:</span><span class="p">]</span>

        <span class="c"># loop over infected - because they may infect others</span>
        <span class="k">for</span> <span class="n">ch</span> <span class="kp">in</span> <span class="mi">1</span><span class="o">:</span><span class="n">nrow</span><span class="p">(</span><span class="n">infected</span><span class="p">)</span>
            <span class="c"># loop over not infected - because they may become infected</span>
            <span class="k">for</span> <span class="n">nch</span> <span class="kp">in</span> <span class="mi">1</span><span class="o">:</span><span class="n">nrow</span><span class="p">(</span><span class="n">not_infected</span><span class="p">)</span>

                <span class="c"># calculate distance between infected and others</span>
                <span class="n">dist_between</span> <span class="o">=</span> <span class="n">distance</span><span class="p">(</span>
                    <span class="n">infected</span><span class="o">.</span><span class="n">x</span><span class="p">[</span><span class="n">ch</span><span class="p">],</span>
                    <span class="n">infected</span><span class="o">.</span><span class="n">y</span><span class="p">[</span><span class="n">ch</span><span class="p">],</span>
                    <span class="n">not_infected</span><span class="o">.</span><span class="n">x</span><span class="p">[</span><span class="n">nch</span><span class="p">],</span>
                    <span class="n">not_infected</span><span class="o">.</span><span class="n">y</span><span class="p">[</span><span class="n">nch</span><span class="p">])</span>

                <span class="c"># if it&#39;s smaller than arbitrary set value (by us) - there is a chance for catching infection</span>
                <span class="k">if</span> <span class="p">(</span><span class="n">dist_between</span> <span class="o">&lt;=</span> <span class="n">infection_distance</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">not_infected</span><span class="o">.</span><span class="n">typ</span><span class="p">[</span><span class="n">nch</span><span class="p">]</span> <span class="o">!=</span> <span class="s">&quot;infected&quot;</span><span class="p">)</span>

                    <span class="c"># vaccinated have very small chance to catch infection</span>
                    <span class="k">if</span> <span class="n">not_infected</span><span class="o">.</span><span class="n">typ</span><span class="p">[</span><span class="n">nch</span><span class="p">]</span> <span class="o">==</span> <span class="s">&quot;vaccinated&quot;</span>
                        <span class="n">not_infected</span><span class="o">.</span><span class="n">typ</span><span class="p">[</span><span class="n">nch</span><span class="p">]</span> <span class="o">=</span> <span class="n">rand</span><span class="p">()</span> <span class="o">&lt;</span> <span class="n">infection_prob_vaccinated</span> <span class="o">?</span> <span class="s">&quot;infected&quot;</span> <span class="o">:</span> <span class="s">&quot;vaccinated&quot;</span>
                    <span class="c"># not vaccinated have great chance to catch infection</span>
                    <span class="k">elseif</span> <span class="n">not_infected</span><span class="o">.</span><span class="n">typ</span><span class="p">[</span><span class="n">nch</span><span class="p">]</span> <span class="o">==</span> <span class="s">&quot;unvaccinated&quot;</span>
                        <span class="n">not_infected</span><span class="o">.</span><span class="n">typ</span><span class="p">[</span><span class="n">nch</span><span class="p">]</span> <span class="o">=</span> <span class="n">rand</span><span class="p">()</span> <span class="o">&lt;</span> <span class="n">infection_prob_perc_unvaccinated</span> <span class="o">?</span> <span class="s">&quot;infected&quot;</span> <span class="o">:</span> <span class="s">&quot;unvaccinated&quot;</span>
                    <span class="k">end</span>
                <span class="k">end</span>
            <span class="k">end</span>
        <span class="k">end</span>

        <span class="c"># merging two tables</span>
        <span class="n">data_after</span> <span class="o">=</span> <span class="n">join</span><span class="p">(</span><span class="n">not_infected</span><span class="p">,</span> <span class="n">infected</span><span class="p">,</span> <span class="n">kind</span> <span class="o">=</span> <span class="o">:</span><span class="n">outer</span><span class="p">,</span> <span class="n">on</span> <span class="o">=</span> <span class="n">intersect</span><span class="p">(</span><span class="n">names</span><span class="p">(</span><span class="n">not_infected</span><span class="p">),</span> <span class="n">names</span><span class="p">(</span><span class="n">infected</span><span class="p">)))</span>

        <span class="c"># number of infected compared to the whole population</span>
        <span class="n">n_people</span> <span class="o">=</span> <span class="n">by</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="o">:</span><span class="n">typ</span><span class="p">,</span> <span class="n">Sum</span> <span class="o">=</span> <span class="o">:</span><span class="n">typ</span> <span class="o">=&gt;</span> <span class="n">length</span><span class="p">)</span>
        <span class="n">n_all</span> <span class="o">=</span> <span class="n">sum</span><span class="p">(</span><span class="n">n_people</span><span class="o">.</span><span class="n">Sum</span><span class="p">)</span>
        <span class="n">n_infected</span> <span class="o">=</span> <span class="n">n_people</span><span class="p">[(</span><span class="n">n_people</span><span class="p">[</span><span class="o">:</span><span class="n">typ</span><span class="p">]</span> <span class="o">.==</span> <span class="s">&quot;infected&quot;</span><span class="p">),</span> <span class="o">:</span><span class="n">Sum</span><span class="p">]</span>
        
        <span class="n">info_end</span> <span class="o">=</span> <span class="n">string</span><span class="p">(</span><span class="n">n_infected</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span><span class="o">*</span><span class="s">&quot; / &quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">n_all</span><span class="p">)</span>

        <span class="n">title</span> <span class="o">=</span> <span class="s">&quot;End - time: &quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">time</span><span class="p">)</span><span class="o">*</span><span class="s">&quot; | infected: &quot;</span><span class="o">*</span><span class="n">info_end</span>
        <span class="n">make_plot</span><span class="p">(</span><span class="n">data_after</span><span class="p">,</span> <span class="n">title</span><span class="p">)</span>

        <span class="n">plot_name</span><span class="o">=</span><span class="s">&quot;plot&quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">time</span><span class="p">)</span><span class="o">*</span><span class="s">&quot;-end.png&quot;</span>
        <span class="n">savefig</span><span class="p">(</span><span class="n">plot_name</span><span class="p">)</span>
        <span class="n">clf</span><span class="p">()</span>
        
        <span class="c"># current situation</span>
        <span class="n">infected_perc</span> <span class="o">=</span> <span class="n">n_infected</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="n">n_all</span>
        
        <span class="c"># returns map after last iteration</span>
        <span class="k">if</span> <span class="n">time</span> <span class="o">==</span> <span class="n">simulation_time</span>
            <span class="n">end_state</span> <span class="o">=</span> <span class="n">make_plot</span><span class="p">(</span><span class="n">data_after</span><span class="p">,</span> <span class="n">title</span><span class="p">)</span>
            <span class="n">println</span><span class="p">(</span><span class="s">&quot;Percentage infected: &quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">infected_perc</span><span class="o">*</span><span class="mi">100</span><span class="p">))</span>
            <span class="k">return</span> <span class="p">(</span><span class="n">end_state</span><span class="p">,</span> <span class="n">infected_perc</span><span class="p">)</span>
        <span class="k">end</span>
        
        <span class="c"># if `when_stop` is set to some value, function stops when % of infected reaches this value</span>
        <span class="k">if</span> <span class="n">infected_perc</span> <span class="o">&gt;=</span> <span class="n">when_stop</span>
            <span class="n">println</span><span class="p">(</span><span class="s">&quot;Percentage infected (&quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">round</span><span class="p">(</span><span class="n">infected_perc</span><span class="o">*</span><span class="mi">100</span><span class="p">),</span> <span class="mi">1</span><span class="p">)</span><span class="o">*</span><span class="s">&quot;) is over threshold: &quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">when_stop</span><span class="o">*</span><span class="mi">100</span><span class="p">)</span><span class="o">*</span><span class="s">&quot;%.&quot;</span><span class="o">*</span><span class="s">&quot; Iteration: &quot;</span><span class="o">*</span><span class="n">string</span><span class="p">(</span><span class="n">time</span><span class="p">))</span>
            <span class="n">end_state</span> <span class="o">=</span> <span class="n">make_plot</span><span class="p">(</span><span class="n">data_after</span><span class="p">,</span> <span class="n">title</span><span class="p">)</span>
            <span class="k">return</span> <span class="p">(</span><span class="n">end_state</span><span class="p">,</span> <span class="n">infected_perc</span><span class="p">)</span>
        <span class="k">end</span>
        
        <span class="n">data</span> <span class="o">=</span> <span class="n">new_positions</span><span class="p">(</span><span class="n">data_after</span><span class="p">,</span> <span class="n">square_side</span><span class="p">)</span>
        
    <span class="k">end</span>
<span class="k">end</span>
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<pre>simulation (generic function with 1 method)</pre>
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<h2 id="Results">Results<a class="anchor-link" href="#Results">&#182;</a></h2>
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<h3 id="Example">Example<a class="anchor-link" href="#Example">&#182;</a></h3>
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<div class=" highlight hl-julia"><pre><span></span><span class="n">res_1</span> <span class="o">=</span> <span class="kt">Float64</span><span class="p">[]</span>

<span class="k">for</span> <span class="n">i</span> <span class="kp">in</span> <span class="mi">1</span><span class="o">:</span><span class="mi">20</span>
    
    <span class="n">result</span> <span class="o">=</span> <span class="n">simulation</span><span class="p">(</span>
                    <span class="mi">500</span><span class="p">,</span>  <span class="c"># population</span>
                    <span class="mi">50</span><span class="p">,</span>   <span class="c"># square_side</span>
                    <span class="mf">0.01</span><span class="p">,</span> <span class="c"># perc_infected</span>
                    <span class="mf">0.92</span><span class="p">,</span> <span class="c"># perc_vaccinated</span>
                    <span class="mf">0.07</span><span class="p">,</span> <span class="c"># perc_unvaccinated</span>
                    <span class="mi">1</span><span class="p">,</span>    <span class="c"># infection_distance</span>
                    <span class="mf">0.01</span><span class="p">,</span> <span class="c"># infection_prob_vaccinated</span>
                    <span class="mf">0.8</span><span class="p">,</span>  <span class="c"># infection_prob_unvaccinated</span>
                    <span class="mi">50</span><span class="p">,</span>   <span class="c"># simulation_time</span>
                    <span class="mf">0.4</span><span class="p">)</span>  <span class="c"># when_stop</span>
    
    <span class="n">append!</span><span class="p">(</span><span class="n">res_1</span><span class="p">,</span> <span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span>
<span class="k">end</span>

<span class="n">println</span><span class="p">(</span><span class="n">mean</span><span class="p">(</span><span class="n">res_1</span><span class="p">))</span>
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<pre>Percentage infected: 5.800000000000001
Percentage infected: 6.4
Percentage infected: 5.6000000000000005
Percentage infected: 6.2
Percentage infected: 3.5999999999999996
Percentage infected: 6.2
Percentage infected: 4.8
Percentage infected: 2.6
Percentage infected: 6.2
Percentage infected: 3.4000000000000004
Percentage infected: 5.0
Percentage infected: 5.0
Percentage infected: 4.3999999999999995
Percentage infected: 4.8
Percentage infected: 5.4
Percentage infected: 4.2
Percentage infected: 4.6
Percentage infected: 4.8
Percentage infected: 5.800000000000001
Percentage infected: 2.6
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"
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<pre>0.04870000000000001
</pre>
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<div class="prompt input_prompt">In&nbsp;[11]:</div>
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<div class=" highlight hl-julia"><pre><span></span><span class="n">res_2</span> <span class="o">=</span> <span class="kt">Float64</span><span class="p">[]</span>

<span class="k">for</span> <span class="n">i</span> <span class="kp">in</span> <span class="mi">1</span><span class="o">:</span><span class="mi">20</span>
    
    <span class="n">result</span> <span class="o">=</span> <span class="n">simulation</span><span class="p">(</span>
                    <span class="mi">500</span><span class="p">,</span>  <span class="c"># population</span>
                    <span class="mi">50</span><span class="p">,</span>   <span class="c"># square_side</span>
                    <span class="mf">0.01</span><span class="p">,</span> <span class="c"># perc_infected</span>
                    <span class="mf">0.5</span><span class="p">,</span>  <span class="c"># perc_vaccinated</span>
                    <span class="mf">0.49</span><span class="p">,</span> <span class="c"># perc_unvaccinated</span>
                    <span class="mi">1</span><span class="p">,</span>    <span class="c"># infection_distance</span>
                    <span class="mf">0.01</span><span class="p">,</span> <span class="c"># infection_prob_vaccinated</span>
                    <span class="mf">0.8</span><span class="p">,</span>  <span class="c"># infection_prob_unvaccinated</span>
                    <span class="mi">50</span><span class="p">,</span>   <span class="c"># simulation_time</span>
                    <span class="mi">1</span><span class="p">)</span>  <span class="c"># when_stop</span>
    
    <span class="n">append!</span><span class="p">(</span><span class="n">res_2</span><span class="p">,</span> <span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span>
<span class="k">end</span>

<span class="n">println</span><span class="p">(</span><span class="n">mean</span><span class="p">(</span><span class="n">res_2</span><span class="p">))</span>
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<pre>Percentage infected: 56.00000000000001
Percentage infected: 56.00000000000001
Percentage infected: 57.8
Percentage infected: 57.4
Percentage infected: 54.400000000000006
Percentage infected: 54.800000000000004
Percentage infected: 56.2
Percentage infected: 54.800000000000004
Percentage infected: 54.6
Percentage infected: 55.60000000000001
Percentage infected: 54.800000000000004
Percentage infected: 55.00000000000001
Percentage infected: 54.2
Percentage infected: 55.2
Percentage infected: 54.800000000000004
Percentage infected: 55.800000000000004
Percentage infected: 55.00000000000001
Percentage infected: 53.6
Percentage infected: 55.400000000000006</pre>
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"
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<pre>
Percentage infected: 54.6
0.553
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<h3 id="Analysis">Analysis<a class="anchor-link" href="#Analysis">&#182;</a></h3><p>Let's take a look how does a model perform with the whole range of <code>perc_vaccinated</code>.</p>

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<div class=" highlight hl-julia"><pre><span></span><span class="n">x</span> <span class="o">=</span> <span class="p">[</span><span class="mf">0.05</span><span class="o">:</span><span class="mf">0.1</span><span class="o">:</span><span class="mi">1</span><span class="p">;]</span>
<span class="n">percentages</span> <span class="o">=</span> <span class="n">DataFrame</span><span class="p">(</span>
    <span class="n">perc_vaccinated</span> <span class="o">=</span> <span class="n">x</span><span class="p">,</span>
    <span class="n">perc_unvaccinated</span> <span class="o">=</span> <span class="mf">0.98</span> <span class="o">.-</span> <span class="n">x</span><span class="p">,</span>
    <span class="n">perc_infected</span> <span class="o">=</span> <span class="mi">1</span> <span class="o">.-</span> <span class="p">(</span><span class="n">x</span> <span class="o">+</span> <span class="n">y</span><span class="p">))</span>

<span class="n">percentages</span>
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<table class="data-frame"><thead><tr><th></th><th>perc_vaccinated</th><th>perc_unvaccinated</th><th>perc_infected</th></tr><tr><th></th><th>Float64</th><th>Float64</th><th>Float64</th></tr></thead><tbody><p>10 rows × 3 columns</p><tr><th>1</th><td>0.05</td><td>0.93</td><td>0.02</td></tr><tr><th>2</th><td>0.15</td><td>0.83</td><td>0.02</td></tr><tr><th>3</th><td>0.25</td><td>0.73</td><td>0.02</td></tr><tr><th>4</th><td>0.35</td><td>0.63</td><td>0.02</td></tr><tr><th>5</th><td>0.45</td><td>0.53</td><td>0.02</td></tr><tr><th>6</th><td>0.55</td><td>0.43</td><td>0.02</td></tr><tr><th>7</th><td>0.65</td><td>0.33</td><td>0.02</td></tr><tr><th>8</th><td>0.75</td><td>0.23</td><td>0.02</td></tr><tr><th>9</th><td>0.85</td><td>0.13</td><td>0.02</td></tr><tr><th>10</th><td>0.95</td><td>0.03</td><td>0.02</td></tr></tbody></table>
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<div class=" highlight hl-julia"><pre><span></span><span class="n">final_result</span> <span class="o">=</span> <span class="kt">Float64</span><span class="p">[]</span>
<span class="n">res_tmp</span> <span class="o">=</span> <span class="kt">Float64</span><span class="p">[]</span>

<span class="k">for</span> <span class="n">j</span> <span class="kp">in</span> <span class="mi">1</span><span class="o">:</span><span class="n">nrow</span><span class="p">(</span><span class="n">percentages</span><span class="p">)</span>
    
    <span class="k">for</span> <span class="n">i</span> <span class="kp">in</span> <span class="mi">1</span><span class="o">:</span><span class="mi">10</span>    
        <span class="n">result</span> <span class="o">=</span> <span class="n">simulation</span><span class="p">(</span>
                        <span class="mi">500</span><span class="p">,</span>  <span class="c"># population</span>
                        <span class="mi">50</span><span class="p">,</span>   <span class="c"># square_side</span>
                        <span class="n">percentages</span><span class="o">.</span><span class="n">perc_infected</span><span class="p">[</span><span class="n">j</span><span class="p">],</span> <span class="c"># perc_infected</span>
                        <span class="n">percentages</span><span class="o">.</span><span class="n">perc_vaccinated</span><span class="p">[</span><span class="n">j</span><span class="p">],</span> <span class="c"># perc_vaccinated</span>
                        <span class="n">percentages</span><span class="o">.</span><span class="n">perc_unvaccinated</span><span class="p">[</span><span class="n">j</span><span class="p">],</span> <span class="c"># perc_unvaccinated</span>
                        <span class="mi">1</span><span class="p">,</span>    <span class="c"># infection_distance</span>
                        <span class="mf">0.01</span><span class="p">,</span> <span class="c"># infection_prob_vaccinated</span>
                        <span class="mf">0.8</span><span class="p">,</span>  <span class="c"># infection_prob_unvaccinated</span>
                        <span class="mi">50</span><span class="p">,</span>   <span class="c"># simulation_time</span>
                        <span class="mi">1</span><span class="p">)</span>  <span class="c"># when_stop</span>

        <span class="n">append!</span><span class="p">(</span><span class="n">res_tmp</span><span class="p">,</span> <span class="n">result</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span>
    <span class="k">end</span>
    <span class="n">append!</span><span class="p">(</span><span class="n">final_result</span><span class="p">,</span> <span class="n">mean</span><span class="p">(</span><span class="n">res_tmp</span><span class="p">))</span>
<span class="k">end</span>

<span class="n">println</span><span class="p">(</span><span class="n">mean</span><span class="p">(</span><span class="n">res_tmp</span><span class="p">))</span>
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<pre>Percentage infected: 95.6
Percentage infected: 96.0
Percentage infected: 96.6
Percentage infected: 96.2
Percentage infected: 95.39999999999999
Percentage infected: 95.19999999999999
Percentage infected: 95.39999999999999
Percentage infected: 96.0
Percentage infected: 96.39999999999999
Percentage infected: 96.39999999999999
Percentage infected: 86.8
Percentage infected: 87.6
Percentage infected: 87.0
Percentage infected: 88.0
Percentage infected: 87.6
Percentage infected: 87.8
Percentage infected: 87.6
Percentage infected: 86.6
Percentage infected: 88.4
Percentage infected: 87.8
Percentage infected: 79.80000000000001
Percentage infected: 79.0
Percentage infected: 79.4
Percentage infected: 80.0
Percentage infected: 79.60000000000001
Percentage infected: 78.4
Percentage infected: 78.2
Percentage infected: 78.4
Percentage infected: 79.80000000000001
Percentage infected: 78.60000000000001
Percentage infected: 69.19999999999999
Percentage infected: 69.39999999999999
Percentage infected: 70.6
Percentage infected: 69.6
Percentage infected: 72.0
Percentage infected: 70.0
Percentage infected: 72.6
Percentage infected: 70.39999999999999
Percentage infected: 70.6
Percentage infected: 70.0
Percentage infected: 60.6
Percentage infected: 60.6
Percentage infected: 59.8
Percentage infected: 62.0
Percentage infected: 61.6
Percentage infected: 61.8
Percentage infected: 59.599999999999994
Percentage infected: 60.6
Percentage infected: 60.6
Percentage infected: 60.8
Percentage infected: 52.400000000000006
Percentage infected: 50.0
Percentage infected: 51.800000000000004
Percentage infected: 48.6
Percentage infected: 50.6
Percentage infected: 49.8
Percentage infected: 48.6
Percentage infected: 48.4
Percentage infected: 51.4
Percentage infected: 50.4
Percentage infected: 40.6
Percentage infected: 40.400000000000006
Percentage infected: 39.0
Percentage infected: 39.0
Percentage infected: 38.800000000000004
Percentage infected: 41.0
Percentage infected: 39.800000000000004
Percentage infected: 40.400000000000006
Percentage infected: 39.0
Percentage infected: 39.4
Percentage infected: 27.200000000000003
Percentage infected: 28.4
Percentage infected: 28.000000000000004
Percentage infected: 26.400000000000002
Percentage infected: 28.599999999999998
Percentage infected: 27.0
Percentage infected: 29.599999999999998
Percentage infected: 26.8
Percentage infected: 26.6
Percentage infected: 24.4
Percentage infected: 14.2
Percentage infected: 15.0
Percentage infected: 15.4
Percentage infected: 17.0
Percentage infected: 17.4
Percentage infected: 15.4
Percentage infected: 17.4
Percentage infected: 16.400000000000002
Percentage infected: 15.2
Percentage infected: 16.400000000000002
Percentage infected: 3.2
Percentage infected: 3.4000000000000004
Percentage infected: 3.4000000000000004
Percentage infected: 4.3999999999999995
Percentage infected: 5.4
Percentage infected: 5.6000000000000005
Percentage infected: 4.3999999999999995
Percentage infected: 3.4000000000000004
Percentage infected: 5.0</pre>
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"
>
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    <div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>
Percentage infected: 4.3999999999999995
0.53128
</pre>
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<div class="prompt input_prompt">In&nbsp;[101]:</div>
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    <div class="input_area">
<div class=" highlight hl-julia"><pre><span></span><span class="n">percentages</span><span class="o">.</span><span class="n">result</span> <span class="o">=</span> <span class="n">final_result</span>
<span class="n">percentages</span>
</pre></div>

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<table class="data-frame"><thead><tr><th></th><th>perc_vaccinated</th><th>perc_unvaccinated</th><th>perc_infected</th><th>result</th></tr><tr><th></th><th>Float64</th><th>Float64</th><th>Float64</th><th>Float64</th></tr></thead><tbody><p>10 rows × 4 columns</p><tr><th>1</th><td>0.05</td><td>0.93</td><td>0.02</td><td>0.9592</td></tr><tr><th>2</th><td>0.15</td><td>0.83</td><td>0.02</td><td>0.9172</td></tr><tr><th>3</th><td>0.25</td><td>0.73</td><td>0.02</td><td>0.8752</td></tr><tr><th>4</th><td>0.35</td><td>0.63</td><td>0.02</td><td>0.8325</td></tr><tr><th>5</th><td>0.45</td><td>0.53</td><td>0.02</td><td>0.7876</td></tr><tr><th>6</th><td>0.55</td><td>0.43</td><td>0.02</td><td>0.74</td></tr><tr><th>7</th><td>0.65</td><td>0.33</td><td>0.02</td><td>0.691057</td></tr><tr><th>8</th><td>0.75</td><td>0.23</td><td>0.02</td><td>0.6388</td></tr><tr><th>9</th><td>0.85</td><td>0.13</td><td>0.02</td><td>0.585578</td></tr><tr><th>10</th><td>0.95</td><td>0.03</td><td>0.02</td><td>0.53128</td></tr></tbody></table>
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<div class="prompt input_prompt">In&nbsp;[102]:</div>
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<div class=" highlight hl-julia"><pre><span></span><span class="n">plot</span><span class="p">(</span><span class="n">percentages</span><span class="o">.</span><span class="n">perc_vaccinated</span><span class="p">,</span> <span class="n">percentages</span><span class="o">.</span><span class="n">result</span><span class="p">)</span>
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q07xCgKABRxlBO4rN/novz3Ez2vR+5W3/dZFwUAijLKCVxeldIl9PFTLfWPhxqrlLeH4o9eWRdlfjSjKABQFFFO4BYMw1D/ltW1Zmxbhd1xZRTltVW71X/ueh1JuWh2PABAPqKcwK1ULV1CnzzdUpN7Nb66umynd9dpYQzv6AGAooJyArdjGIYebXVlFCX0jnLKyLbrlW93qf+8n3X0LKMoAODuKCdwW9XKlNSnT7fSaz0bqaSXVRsPn1OnadG86RgA3BzlBG7NMH57R8+YtmpTu9zVNx0/Mu9nJZ69ZHY8AEAeUE5QJASWLalFg1rp1R53qqSXVRsOn1Ond9fp4/VHGEUBADdDOUGRYbEYGtCmplaPbqtWtcrqUlauXlz5ix6d/7OOnWMUBQDcBeUERU71ciW1eHBr/b37nSrhadXPh87pgWnr9MnPRxlFAQA3QDlBkWSxGHo8pKZWjwlXy5pXRlFeWLFTjy3YwCgKALg4ygmKtBrlfLRkSGu91K2hbJ4WxR08q07T1mnRhqNyOBhFAQBXRDlBkWexGHoytJZWj26rFjXL6GJWriZ+tVMDFmzU8V8ZRQEAV0M5QbFRs7yPlgxpoxcevDKKEnMgRZ2mRWvxxkRGUQDAhVBOUKxYLYaeDqulyFHhCq5RRhcyczRh+Q4NXLhRJ89fNjseAECUExRTtSuU0ufPtNGkrkHy9rAoen+KHpi6Tks3MYoCAGajnKDYsloMDQqvrcjR4bq7emmlZ+bo+S936IkPNikplVEUADAL5QTFXp0KpbRsaIj+1qWBvDws+mnfGXV8Z50+33yMURQAMAHlBNCVUZQhbesoclS47gq8Mory12Xb9dSHm5ScmmF2PAAoVignwH+5o2IpLRvaRuM7XxlF+WHvGXWY+pOWxR9nFAUACgnlBPgfHlaLhraro1Ujw9Q0sLTSM3L0f19s09MfbdapNEZRAKCgUU6Am6gb4Ksvh7bRXzvVl5fVon/vOa0O7/yk5VsYRQGAgkQ5Af6Ah9Wi4ffcoW9HhalJNX+lZeRo3OfbNPjjzTrNKAoAFAjKCXAL6gX4avmwED33QH15Wg19v/u0OkxdpxUJJxhFAYB8RjkBbpGH1aKI9nfo25HhalzVX6mXszVm6VYN+SRep9MZRQGA/EI5AZxUv5Kvlg8P0bMd6snTaihq1yl1nLpOK7cyigIA+YFyAuSBp9WikffV1dcjwnRnFT+dv5St0Uu2auin8TqTnml2PABwa5QT4DYEVfbTiohQjb2/njwshtb8ckodp/6kr7edZBQFAPKIcgLcJk+rRaPvvzKK0rCyn369lK1RixM0YnGCzl/KMjseALgdygmQTxpWuTKKMvq+uvKwGFq1PUmdpkUr9kCK2dEAwK1QToB85OVh0dgO9fTlsBDVLu+j5LQM/WX+Br2+apcyc3LNjgcAboFyAhSApoGl9e2oMD3aqrokaV70YfWYEas9yWkmJwMA10c5AQpISS8PTe7VWPMHNlc5Hy/tSU5X9xmxWhBzWHY7k2UB4GYoJ0ABu79hgFaPaat7G1RUVo5dr367SwMXblRyKgu3AcCNUE6AQlDB11sLHm+u13o2ks3TopgDKXpg2jpF7kgyOxoAuBzKCVBIDMPQY61r6NuR4WpU1U+pl7M1fNEW/d8X25SekW12PABwGZQToJDdUbGUlg8LVUT7OjIMaVn8cXWZHq3NR86ZHQ0AXALlBDCBl4dFzz3QQEuHtFHV0iV07Nxl9X1/vd5eu1fZuXaz4wGAqSgngIla1iqr78aE66FmVWV3SO/9+4B6z47ToTMXzI4GAKahnAAm87N56p2+d2nGo3fLv4Snth1PVdfpMfpsQyLv5wFQLFFOABfxYJMqWj0mXCF1yulydq7+9tUODf54s1Iu8JZjAMUL5QRwIZX9S+jTp1tpUtcgeVkt+n73aXWatk7/3nPK7GgAUGgoJ4CLsVgMDQqvrZUjQlU/wFcpF7L01IebNWnFDl3O4v08AIo+ygngooIq+2nliFA9HVZLkvTpz4nq+l60dhxPNTkZABQsygngwmyeVr3wYEN98nRLBfh569CZi+o1K1YzfzigXN7PA6CIopwAbiC8bgWtHt1WnRtVUo7doTfX7FX/uet17Nwls6MBQL6jnABuooyPl2b9pZne6tNUPl5WbTryqzq/G63lW47zyDGAIoVyArgRwzDUO7iavhvdVsE1yuhCZo7Gfb5NIxYn6PylLLPjAUC+oJwAbqh6uZJaOqS1nu1QT1aLoVXbk9RpWrTiDqSYHQ0AbhvlBHBTHlaLRt5XV18OC1Gt8j5KTsvQo/M36PVVu5SZwyPHANwX5QRwc3cFltaqUWF6tFV1SdK86MPqMSNWe5PTTU4GAHmTp3Iya9Ys1apVSzabTcHBwYqOjv7D46dNm6b69eurRIkSCgwM1NixY5WRkZGnwACuV9LLQ5N7Ndb8gc1VzsdLe5LT1W1GjBbEHJadR44BuBmny8nSpUs1ZswYTZw4UQkJCQoPD1fnzp2VmJh4w+MXLVqk8ePH66WXXtLu3bu1YMECLV26VBMmTLjt8ACudX/DAK0e01b3NqiorBy7Xv12lwYu3KjkVP4YAOA+DIeTzyC2atVKzZo10+zZs6/uCwoKUs+ePTVlypTrjh8xYoR2796tf/3rX1f3Pfvss9q4ceNNR1wyMzOVmfmfl52lpaUpMDBQqamp8vPzcyYuUCw5HA59uiFRr6/apYxsu0qX9NSUXo3VuXFls6MBKEbS0tLk7+/v9O9vp0ZOsrKyFB8fr44dO16zv2PHjoqLi7vhOWFhYYqPj9fGjRslSYcOHVJkZKS6du160+8zZcoU+fv7X90CAwOdiQkUe4ZhaEDrGvp2ZLgaVfXT+UvZGrZoi/7vi21Kz8g2Ox4A/CGnyklKSopyc3MVEBBwzf6AgAAlJyff8Jz+/fvr1VdfVVhYmDw9PVWnTh21b99e48ePv+n3mTBhglJTU69ux44dcyYmgN/cUbGUlg8LVUT7OjIMaVn8cXWZHq3NR86ZHQ0AbipPE2INw7jm3w6H47p9v/vxxx/1+uuva9asWdqyZYuWL1+ub7/9Vq+++upNv763t7f8/Pyu2QDkjZeHRc890EBLh7RR1dIldOzcZfV9f73eXrtX2bl2s+MBwHWcKifly5eX1Wq9bpTk9OnT142m/O6FF17QgAEDNGjQIDVu3Fi9evXS5MmTNWXKFNnt/McIFJaWtcrquzHheujuqrI7pPf+fUC9Z8fp0JkLZkcDgGs4VU68vLwUHBysqKioa/ZHRUUpJCTkhudcunRJFsu138ZqtcrhcPA+EKCQ+dk89U6/u/TeI3fLz+ahbcdT1XV6jD7bkMjPIwCX4fRtnXHjxmn+/PlauHChdu/erbFjxyoxMVFDhw6VJA0cOPCax4S7deum2bNna8mSJTp8+LCioqL0wgsvqHv37rJarfn3SQDcsm5Nq2jN2LYKqVNOl7Nz9bevdmjwx5uVciHzz08GgALm4ewJ/fr109mzZ/XKK68oKSlJjRo1UmRkpGrUqCFJSkxMvGakZNKkSTIMQ5MmTdKJEydUoUIFdevWTa+//nr+fQoATqvsX0KfPt1KC2MP643Ve/X97tPqNG2d3ujdRPc2uPFtWgAoDE6vc2KGvD4nDeDW7DqZpjFLE7Tv1JX5J4+1rq6JXRqqhBejmwDyrlDWOQFQNDWs4qevR4TpqdBakqRPf05U1/eiteN4qsnJABRHlBMAkiSbp1UvdmuoT55uqQA/bx06c1G9ZsVqzk8HeT8PgEJFOQFwjfC6FbR6dFt1blRJOXaH/vHdHj310SadZbIsgEJCOQFwnTI+Xpr1l2aa8lBjeXtY9OPeM+oyPVobD7OyLICCRzkBcEOGYeiRltW1IiJUtSv46FRapvrPXa8Z/97PbR4ABYpyAuAPBVX20zcjwq6uLPvW2n16/IONOpPObR4ABYNyAuBP+Xh76J1+d+nN3k1k87Qoen+KukyPVtzBFLOjASiCKCcAblmf5oH6ZkSY6lYspTPpmXps/gZN+36fcrnNAyAfUU4AOKVugK++HhGmvs2rye6Qpn2/XwMWbNDp9AyzowEoIignAJxWwsuqN3o31Tt9m6qkl1VxB8+qy7vRitnPbR4At49yAiDPHmpWTV+PCFODSr5KuZClAQs36K01e5WTazc7GgA3RjkBcFvuqFhKKyJC9UjL6nI4pBk/HNCj8zcoOZXbPADyhnIC4LbZPK2a8lBjTX/kbvl4WbXx8Dl1mR6tH/eeNjsaADdEOQGQb7o3raJvR4WrYWU/nbuYpSc+2KR/rt7DbR4ATqGcAMhXtcr7aPnwEA1oXUOSNPvHg+o/92edPH/Z5GQA3AXlBEC+s3la9WrPRpr1l2by9fbQ5qO/qsv0aP1r9ymzowFwA5QTAAWmS+PK+nZUmBpX9df5S9l6+qPNen3VLmVzmwfAH6CcAChQNcr5aNmwNnoipKYkaV70YfWZs17Hf71kbjAALotyAqDAeXtY9XL3OzXnsWD52Ty09dh5dXk3Wmt/STY7GgAXRDkBUGg6NaqkVaPC1TSwtNIycjTkk3j9/ZtflJXDbR4A/0E5AVCoAsuW1BfPtNHg8FqSpA9ij6j3nDglnuU2D4ArKCcACp2Xh0UTuzbU/IHNVbqkp7YfT1XX6dH6bkeS2dEAuADKCQDT3N8wQKtGhSu4RhmlZ+Zo2KItenHlTmVk55odDYCJKCcATFW1dAktGdJaz7SrLUn6eP1RPTw7TkdSLpqcDIBZKCcATOdptWhC5yB98GQLlfXx0i8n0/TgezH6ZttJs6MBMAHlBIDLaF+/oiJHhatlzbK6kJmjkYsT9LevdnCbByhmKCcAXEolf5s+G9xKI9rfIcOQPtuQqJ4zY3XwzAWzowEoJJQTAC7Hw2rR/z1QXx8/1VLlfLy0Jzld3d6L0YqEE2ZHA1AIKCcAXFZ43Qr6bnS4Wtcuq0tZuRqzdKueX7Zdl7O4zQMUZZQTAC6top9Niwa11uj76sowpKWbj6nHzBjtP5VudjQABYRyAsDlWS2Gxnaop0VPt1IFX2/tO3VB3WfE6ovNx8yOBqAAUE4AuI2QO8orclS4wu4or8vZuXpu2XaN+3yrLmXlmB0NQD6inABwKxV8vfXRUy31bId6shjS8i0n1O29GO1N5jYPUFRQTgC4HavF0Mj76uqzwa0V4Oetg2cuqvuMGC3dlCiHw2F2PAC3iXICwG21rl1OkaPC1a5eBWXm2PX8lzs0dulWXcjkNg/gzignANxauVLe+uCJFnq+UwNZLYZWbD2p7u/FaNfJNLOjAcgjygkAt2exGBp2Tx0tHdJalf1tOpRyUT1nxerTn49ymwdwQ5QTAEVG85plFTkqXPc2qKisHLsmrdipEYsTlJ6RbXY0AE6gnAAoUsr4eGn+wOaa2CVIHhZDq7Yn6cH3YrTzRKrZ0QDcIsoJgCLHYjE0uG1tfT60jaqWLqGjZy/podlx+mwDT/MA7oByAqDIala9jCJHhev+oCu3ef721Q49+/k23s0DuDjKCYAizb+kp+YOaK7xnRtcWbQt4YR6zozVoTMXzI4G4CYoJwCKPIvF0NB2dfTZ4NYqX8pbe0+lq/uMWK3anmR2NAA3QDkBUGxcWbQtTK1qldWFzBxFfLZFf//mF2Xl2M2OBuC/UE4AFCsV/WxaNKiVhrarI0n6IPaI+s9dr6TUyyYnA/A7ygmAYsfDatH4zg00b2Bz+do8tCXxvLpOj1H0/jNmRwMgygmAYqxDwwCtGhmuRlX9dO5ilgYu3Kh3v98vu53HjQEzUU4AFGvVy5XUsqEheqRldTkc0tTv9+mJDzfp3MUss6MBxRblBECxZ/O0aspDjfV2n6ayeVq0bt8ZPTg9WgmJv5odDSiWKCcA8JuHg6tpRUSoapX30cnUDPV9f70+jD3MqrJAIaOcAMB/aVDJT1+PCFWXxpWUnevQy9/s0sjFCbqQmWN2NKDYoJwAwP/wtXlq5qPN9OKDDeVhMfTt9iR1nxGjfafSzY4GFAuUEwC4AcMw9FRYLS19prUq+dl06MxF9ZgRqxUJJ8yOBhR5lBMA+APBNcpq1agwhdctr8vZuRqzdKsmfrVDGdm8PBAoKJQTAPgT5Up568MnW2pWGLzwAAAdVUlEQVT0fXVlGNKiDYnqM2e9jp27ZHY0oEiinADALbBaDI3tUE8fPNFCpUt6aseJVD34Xoz+veeU2dGAIodyAgBOuKd+Ra0aFa6mgaWVejlbT324WW+u2aOcXF4eCOQXygkAOKlq6RL64pk2eiKkpiRp5g8HNWDBRp1JzzQ3GFBEUE4AIA+8PCx6ufudmv7I3SrpZdX6Q2fVdXq0Nh4+Z3Y0wO1RTgDgNnRvWkVfjwhV3YqldDo9U4/M+1lz1x1kVVngNlBOAOA23VHRVytHhKrnXVWUa3docuQePfNJvFIvZ5sdDXBLlBMAyAclvTw0td9deq1nI3lZLVq765S6z4jRLydTzY4GuB3KCQDkE8Mw9FjrGlo2rI2qli6ho2cvqdesOC3dlGh2NMCtUE4AIJ81qVZaq0aF6d4GFZWVY9fzX+7Qc19s0+UsVpUFbgXlBAAKQOmSXpo/sLmee6C+LIb0Rfxx9ZoVq8MpF82OBrg8ygkAFBCLxVBE+zv06dOtVL6Ul/Ykp6v7ezFavTPJ7GiAS6OcAEABC7mjvFaNCleLmmWUnpmjoZ9u0eurdimbVWWBG8pTOZk1a5Zq1aolm82m4OBgRUdH3/TYe+65R4ZhXLd17do1z6EBwN0E+Nn02eDWGtK2tiRpXvRhPTL3ZyWnZpicDHA9TpeTpUuXasyYMZo4caISEhIUHh6uzp07KzHxxrPRly9frqSkpKvbzp07ZbVa1adPn9sODwDuxNNq0d+6BGnOY8Hy9fbQ5qO/6sH3ohV7IMXsaIBLMRxOLmPYqlUrNWvWTLNnz766LygoSD179tSUKVP+9Pxp06bpxRdfVFJSknx8fG7pe6alpcnf31+pqany8/NzJi4AuKQjKRc1bNEW7U5Kk8WQxnWop+H33CGLxTA7GpBv8vr726mRk6ysLMXHx6tjx47X7O/YsaPi4uJu6WssWLBA/fv3/8NikpmZqbS0tGs2AChKapb30VfDQ9S3eTXZHdJba/fp6Y826fylLLOjAaZzqpykpKQoNzdXAQEB1+wPCAhQcnLyn56/ceNG7dy5U4MGDfrD46ZMmSJ/f/+rW2BgoDMxAcAt2DyteqN3U73xcBN5e1j0w94z6jo9RtuOnTc7GmCqPE2INYxrhx0dDsd1+25kwYIFatSokVq2bPmHx02YMEGpqalXt2PHjuUlJgC4hb4tAvXV8FDVLFdSJ85fVp856/XJ+iO8PBDFllPlpHz58rJardeNkpw+ffq60ZT/denSJS1ZsuRPR00kydvbW35+ftdsAFCUNazip69HhumBOwOUlWvXCyt/0ZilW3UxM8fsaEChc6qceHl5KTg4WFFRUdfsj4qKUkhIyB+e+/nnnyszM1OPPfaY8ykBoBjws3lqzmPBmtglSFaLoZVbT6rnzFgdOJ1udjSgUDl9W2fcuHGaP3++Fi5cqN27d2vs2LFKTEzU0KFDJUkDBw7UhAkTrjtvwYIF6tmzp8qVK3f7qQGgiDIMQ4Pb1taSIa1V0ddb+09fUPcZsfp620mzowGFxsPZE/r166ezZ8/qlVdeUVJSkho1aqTIyEjVqFFDkpSYmCiL5drOs2/fPsXExGjt2rX5kxoAirgWNctq1ahwjV6SoLiDZzVqcYI2HzmniV2D5O1hNTseUKCcXufEDKxzAqC4yrU7NDVqn2b8cECSdFdgac0dEKyKfjaTkwF/rlDWOQEAFC6rxdD/PVBfC59oLv8Sntp67Ly6zeBxYxRtlBMAcAP3NgjQ1yNCVbdiKZ1Ky1Sf99drRcIJs2MBBYJyAgBuokY5Hy0fHqL7gyoqK8euMUu3asp3u5Vrd/m784BTKCcA4EZ8bZ6aO6C5ItrXkSS9/9MhDfpok9Iysk1OBuQfygkAuBmLxdBzDzTQu/3vurrsfa+ZsTqcctHsaEC+oJwAgJvqcVdVLRsaosr+Nh08c1E9ZsRo3b4zZscCbhvlBADcWONq/lo5IlTNqpdWWkaOnvhgo+ZHH+K9PHBrlBMAcHMVfW1aPKS1+gRXk90hvbZqt55btl2ZOblmRwPyhHICAEWAt4dVb/RuohcfbCiLIS2LP65H5v6s0+kZZkcDnEY5AYAiwjAMPRVWSx8+2VJ+Ng9tSTyv7u/FavtxFmyDe6GcAEAR07ZeBa0cEaY7KpZSclqG+sxZr5VbWbAN7oNyAgBFUK3yVxZsu7dBRWXm2DV6yVb9c/UeFmyDW6CcAEAR5Wfz1LyBzTW03ZUF22b/eFBDPt6sdBZsg4ujnABAEWa1GBrf+T8Ltv1rz2n1mhWnIyzYBhdGOQGAYqDHXVX1xdA2quRn04HTF9RjZqxi9qeYHQu4IcoJABQTTaqV1tcjQnV39dJKvZytxz/YqA9iD7NgG1wO5QQAipGKfjYtHtxaDzerply7Q3//Zpee/5IF2+BaKCcAUMzYPK16q08TTeoaJIshfb75uB6dt0Fn0jPNjgZIopwAQLFkGIYGhdfWB78t2BZ/9Fd1nxGjnSdSzY4GUE4AoDhrV6+CVkSEqnYFHyWlZqj3nDh9s+2k2bFQzFFOAKCYq12hlFZEhOqe+hWUkW3XyMUJemvNXtlZsA0moZwAAORn89SCx1vomXa1JUkzfjigIZ/Es2AbTEE5AQBIurJg24TOQZrar6m8PCz6fvcpPTw7TkfPsmAbChflBABwjV53V9Pnz7RRgJ+39p26smBb7AEWbEPhoZwAAK5zV2BpfT0iTE0DS+v8pWwNXLhRH8UdYcE2FArKCQDghgL8bFo6pLUeuruqcu0OvfT1L5qwfIeycuxmR0MRRzkBANyUzdOqt/s21cQuVxZsW7LpmP4y/2elXGDBNhQcygkA4A8ZhqHBbWtrwRMt5Gvz0KYjv6r7ezH65SQLtqFgUE4AALekff2KVxZsK++jk6kZenh2nFZtTzI7FoogygkA4JbVqVBKX0WEqm29Kwu2RXy2Re+sZcE25C/KCQDAKf4lPPXBEy00OLyWJGn6vw9o6KfxupCZY3IyFBWUEwCA06wWQxO7NtTbfa4s2LZ21yk9PCtOiWcvmR0NRQDlBACQZw8HV9PSIa1V0ddbe0+lq/vMGMUdZME23B7KCQDgttxdvcyVBduq+ev8pWwNWLBRn6xnwTbkHeUEAHDbKvnbtPSZNup5VxXl2h16YeUvmrhiJwu2IU8oJwCAfGHztGpqv7s0vnMDGYb02YZEPTZ/g86yYBucRDkBAOQbwzA0tF0dLXy8hXy9PbTxyDl1nxGrXSfTzI4GN0I5AQDku/YNKuqriFDVKu+jE+cv6+HZcfpuBwu24dZQTgAABeKOiqW0YniowuuW1+XsXA1btEVTo/axYBv+FOUEAFBg/EteWbBtUNiVBdve/dd+DV+0RRdZsA1/gHICAChQHlaLJj3YUG/2biIvq0Wrf0nWw7PjdPxXFmzDjVFOAACFok/zQC0e0loVfL21JzldPWfGKv7oObNjwQVRTgAAhSa4RhmtjAhVw8p+SrmQpUfmbtCX8cfNjgUXQzkBABSqKqVLaNmwNup0ZyVl5dr17Bfb9M/Ve5goi6soJwCAQlfSy0Oz/tJMI9rfIUma/eNBPfNpPBNlIYlyAgAwicVi6P8eqK93+98lLw+LonadUu8563Xi/GWzo8FklBMAgKl63FVVS4a0VvlS3tqdlKYeM2IUf/RXs2PBRJQTAIDpmlUvo5UjQhV0daLsz/oqgYmyxRXlBADgEqqWLqFlQ9uoY8MAZeXaNXbpNr3BRNliiXICAHAZPt4emvNYsCLa15EkzfrxoIYyUbbYoZwAAFyKxWLouQcaaGq/pvLysGgtE2WLHcoJAMAl9bq7mhYPbq3ypbx+mygby0TZYoJyAgBwWcE1ymjliLDfJspm6pF5P2tFwgmzY6GAUU4AAC7tmomyOXaNWbpVb65homxRRjkBALi83yfKDr/nykTZmT8c1LBF8bqUxUTZoohyAgBwCxaLob92aqB3+jaVl9WiNb+cUu/Z63WSibJFDuUEAOBWHmpWTYuHXJkouyspTd1nxCohkYmyRQnlBADgdoJrlNGKiFA1qOSrlAuZ6jf3Z63cykTZooJyAgBwS9XKlNSXw0J0f9CVibKjl2zVW2v2MlG2CKCcAADclo+3h+YOCNbQdlcmys744YCGL9rCRFk3RzkBALg1i8XQ+M4N9HafKxNlV/+SrD5zmCjrzignAIAi4eHgalo8pJXK+Xjpl5Np6jGTibLuinICACgygmuU1coRVybKnklnoqy7opwAAIqUamVKatn/TJR9ey0TZd0J5QQAUOSU8vbQ+wOC9Uy72pKk9/59QBGfMVHWXVBOAABFktViaELnIL3120TZ73ZemSiblMpEWVdHOQEAFGm9g6vps8H/mSjbfUasth47b3Ys/AHKCQCgyGtes6xWRISqfsBvE2XfX6+vt500OxZuIk/lZNasWapVq5ZsNpuCg4MVHR39h8efP39eERERqly5smw2m4KCghQZGZmnwAAA5EVg2ZL6cniI7mtQUZk5do1anKB3ovYxUdYFOV1Oli5dqjFjxmjixIlKSEhQeHi4OnfurMTExBsen5WVpQ4dOujIkSNatmyZ9u7dq3nz5qlq1aq3HR4AAGeU8vbQ3IHN9UzbKxNlp/9rv0Ys3qLLWbkmJ8N/MxwOh1OVsVWrVmrWrJlmz559dV9QUJB69uypKVOmXHf8nDlz9Oabb2rPnj3y9PTMU8i0tDT5+/srNTVVfn5+efoaAAD8ty82H9Pfvtqh7FyHGlf117yBzVXJ32Z2rCIlr7+/nRo5ycrKUnx8vDp27HjN/o4dOyouLu6G53z99ddq06aNIiIiFBAQoEaNGmny5MnKzb15S83MzFRaWto1GwAA+alP80B9Nri1yvp4aceJVHWfEaNtTJR1CU6Vk5SUFOXm5iogIOCa/QEBAUpOTr7hOYcOHdKyZcuUm5uryMhITZo0SW+//bZef/31m36fKVOmyN/f/+oWGBjoTEwAAG5Ji5pltfK3ibKn0zPV9/31+oaJsqbL04RYwzCu+bfD4bhu3+/sdrsqVqyouXPnKjg4WP3799fEiROvuS30vyZMmKDU1NSr27Fjx/ISEwCAPxVYtqSWDWuje3+bKDtycYKmMlHWVE6Vk/Lly8tqtV43SnL69OnrRlN+V7lyZdWrV09Wq/XqvqCgICUnJysrK+uG53h7e8vPz++aDQCAguJr89S8gc015LeJsu/+a79GLk5goqxJnConXl5eCg4OVlRU1DX7o6KiFBIScsNzQkNDdeDAAdnt9qv79u3bp8qVK8vLyysPkQEAyH9Wi6G/dQnSG72byNNqaNWOJPV9f72SUzPMjlbsOH1bZ9y4cZo/f74WLlyo3bt3a+zYsUpMTNTQoUMlSQMHDtSECROuHj9s2DCdPXtWo0eP1r59+7Rq1SpNnjxZERER+fcpAADIJ32bB2rRoNYqU9Lz6kTZ7ceZKFuYPJw9oV+/fjp79qxeeeUVJSUlqVGjRoqMjFSNGjUkSYmJibJY/tN5AgMDtXbtWo0dO1ZNmjRR1apVNXr0aD3//PP59ykAAMhHLWuV1cqIMD390SbtP31Bfeas19t9m+rBJlXMjlYsOL3OiRlY5wQAYIb0jGyNWpygH/aekSSNub+uRt9X96YPgeBahbLOCQAAxYmvzVPzH2+hQWG1JEnTvr8yUTYjm4myBYlyAgDAH7BaDE16sKH++XBjeVoNfbv9ykTZU2lMlC0olBMAAG5BvxbV9enTrVSmpKe2H78yUXbH8VSzYxVJlBMAAG5Rq9rltDIiTHUrltKptEz1eT9Oq3cmmR2ryKGcAADghOrlSmr58BDdU7+CMrLtGvrpFs356aDc4PkSt0E5AQDASb42T80f2FyPt7myjMY/vtuj8V/uUFaO/U/OxK2gnAAAkAceVov+3qORXu7WUBZDWrr5mB5fuFGpl7LNjub2KCcAANyGJ0JracHjLeTjZdX6Q2fVa3asjqRcNDuWW6OcAABwm9o3qKhlw0JUxd+mQ2cuqtesWG06cs7sWG6LcgIAQD4IquynFRGhalrNX79eytZf5m3QVwnHzY7llignAADkk4p+Ni0Z0kadG1VSVq5dY5du0ztR+3iSx0mUEwAA8lEJL6tmPtpMw+6pI0ma/q/9Gr1kK0veO4FyAgBAPrNYDD3fqYHeeLiJPCyGvt52Uo/O+1kpFzLNjuYWKCcAABSQvi0C9fHTLeVn89CWxPPqOTNW+0+lmx3L5VFOAAAoQCF1yuuriFDVKFdSx3+9rIdmxSl6/xmzY7k0ygkAAAWsToVS+mp4qFrWLKv0zBw98cEmfbYh0exYLotyAgBAISjr46VPBrXUQ3dXVa7dob99tUOvr9qlXDtP8vwvygkAAIXE28Oqt/s21bMd6kmS5kUf1tBP43UpK8fkZK6FcgIAQCEyDEMj76ur6Y/cLS8Pi6J2nVKfOeuVnJphdjSXQTkBAMAE3ZtW0eLBrVXOx0u/nExTj5kx2nki1exYLoFyAgCASYJrlNGKiFDVrVhKp9Iy1WfOekXtOmV2LNNRTgAAMFFg2ZL6cniIwuuW1+XsXA35ZLPmRx8q1kveU04AADCZn81TC59ooUdbVZfDIb22arcmrdip7Fy72dFMQTkBAMAFeFoter1nI03qGiTDkBZtSNRTH25SWka22dEKHeUEAAAXYRiGBoXX1twBzVXSy6ro/Sl6eFacjp27ZHa0QkU5AQDAxXRoGKDPn2mjAD9v7T99QT1nxir+6K9mxyo0lBMAAFxQo6r+WhkRpjur+OnsxSw9Mu9nfbPtpNmxCgXlBAAAF1XJ36bPn2mj+4MClJVj18jFCXrvX/uL/JM8lBMAAFyYj7eH3h8QrMHhtSRJb0ft07Ofb1NmTq7JyQoO5QQAABdntRia2LWhJvdqLKvF0PKEExowf6POXcwyO1qBoJwAAOAmHm1VXR8+2UK+Ng9tPHJOvWbF6uCZC2bHyneUEwAA3Eh43QpaPixE1cqU0NGzl9RrZqziDqaYHStfUU4AAHAzdQN8tSIiVM2ql1ZaRo4GLtiozzcdMztWvqGcAADghsqX8tZng1urW9MqyrE79Ncvt+sf3+2R3e7+T/JQTgAAcFM2T6um979Lo+6rK0ma89NBRXy2RZez3PtJHsoJAABuzDAMjetQT1P7NZWX1aLvdiar/9z1Op2WYXa0PKOcAABQBPS6u5oWDW6lMiU9te14qnrOjNXupDSzY+UJ5QQAgCKiRc2yWhERqtoVfHQyNUO9Z8fphz2nzY7lNMoJAABFSI1yPvpqWKja1C6ni1m5evqjTfow9rDZsZxCOQEAoIjxL+mpj55qqX7NA2V3SC9/s0svrdypnFy72dFuCeUEAIAiyMvDon883FjjOzeQJH20/qgGf7xZFzJzTE725ygnAAAUUYZhaGi7OprzWDPZPC36Ye8Z9Z4dpxPnL5sd7Q9RTgAAKOI6Naqsz59powq+3tqTnK4eM2K17dh5s2PdFOUEAIBioEm10loZEaoGlXyVciFT/eau13c7ksyOdUOUEwAAiokqpUto2bAQta9fQRnZdg1btEWzfjwgh8O1lrynnAAAUIyU8vbQvIHN9URITUnSG6v36vkvtysrx3We5KGcAABQzHhYLXq5+536e/c7ZTGkzzcf15dbjpsd6yoPswMAAABzPB5SU9XLlVTk9iT1ax5odpyrKCcAABRj7etXVPv6Fc2OcQ1u6wAAAJdCOQEAAC6FcgIAAFwK5QQAALgUygkAAHAplBMAAOBSKCcAAMClUE4AAIBLoZwAAACXQjkBAAAuhXICAABcCuUEAAC4FMoJAABwKW7xVmKHwyFJSktLMzkJAAC4Vb//3v799/itcotykp6eLkkKDAw0OQkAAHBWenq6/P39b/l4w+FsnTGB3W7XyZMn5evrK8MwzI5TLKWlpSkwMFDHjh2Tn5+f2XEgromr4Xq4Fq6Ha3A4HEpPT1eVKlVksdz6TBK3GDmxWCyqVq2a2TEgyc/Pjx90F8M1cS1cD9fC9TCfMyMmv2NCLAAAcCmUEwAA4FKsL7/88stmh4B7sFqtuueee+Th4RZ3A4sFrolr4Xq4Fq6H+3KLCbEAAKD44LYOAABwKZQTAADgUignAADApVBOAACAS6GcAAAAl0I5wVWzZs1SrVq1ZLPZFBwcrOjo6JseO2/ePIWHh6tMmTIqU6aM7r//fm3cuLEQ0xYPzlyT/7ZkyRIZhqGePXsWcMLixdnrcf78eUVERKhy5cqy2WwKCgpSZGRkIaUt+py9HtOmTVP9+vVVokQJBQYGauzYscrIyCiktHCKA3A4HEuWLHF4eno65s2b59i1a5dj9OjRDh8fH8fRo0dvePyjjz7qmDlzpiMhIcGxe/dux5NPPunw9/d3HD9+vJCTF13OXpPfHTlyxFG1alVHeHi4o0ePHoWUtuhz9npkZmY6mjdv7ujSpYsjJibGceTIEUd0dLRj69athZy8aHL2enz66acOb29vx6JFixyHDx92rFmzxlG5cmXHmDFjCjk5bgXlBA6Hw+Fo2bKlY+jQodfsa9CggWP8+PG3dH5OTo7D19fX8dFHHxVEvGIpL9ckJyfHERoa6pg/f77j8ccfp5zkI2evx+zZsx21a9d2ZGVlFUa8YsfZ6xEREeG49957r9k3btw4R1hYWIFlRN5xWwfKyspSfHy8OnbseM3+jh07Ki4u7pa+xqVLl5Sdna2yZcsWRMRiJ6/X5JVXXlGFChX09NNPF3TEYiUv1+Prr79WmzZtFBERoYCAADVq1EiTJ09Wbm5uYUQu0vJyPcLCwhQfH3/19vOhQ4cUGRmprl27FnheOI81faGUlBTl5uYqICDgmv0BAQFKTk6+pa8xfvx4Va1aVffff39BRCx28nJNYmNjtWDBAm3durUwIhYrebkehw4d0r///W/95S9/UWRkpPbv36+IiAjl5OToxRdfLIzYRVZerkf//v115swZhYWFyeFwKCcnR8OGDdP48eMLIzKcRDnBVYZhXPNvh8Nx3b4beeONN7R48WL9+OOPstlsBRWvWLrVa5Kenq7HHntM8+bNU/ny5QsrXrHjzM+I3W5XxYoVNXfuXFmtVgUHB+vkyZN68803KSf5xJnr8eOPP+r111/XrFmz1KpVKx04cECjR49W5cqV9cILLxRGXDiBcgKVL19eVqv1ur84Tp8+fd1fJv/rrbfe0uTJk/X999+rSZMmBRmzWHH2mhw8eFBHjhxRt27dru6z2+2SJA8PD+3du1d16tQp2NBFWF5+RipXrixPT09Zrdar+4KCgpScnKysrCx5eXkVaOaiLC/X44UXXtCAAQM0aNAgSVLjxo118eJFDRkyRBMnTpTFwiwHV8LVgLy8vBQcHKyoqKhr9kdFRSkkJOSm57355pt69dVXtXr1ajVv3rygYxYrzl6TBg0aaMeOHdq6devVrXv37mrfvr22bt2qwMDAwopeJOXlZyQ0NFQHDhy4WhIlad++fapcuTLF5Dbl5XpcunTpugJitVrluPJgSIFlRR6ZOBkXLuT3x/IWLFjg2LVrl2PMmDEOHx8fx5EjRxwOh8MxYMCAa2bB//Of/3R4eXk5li1b5khKSrq6paenm/URihxnr8n/4mmd/OXs9UhMTHSUKlXKMWLECMfevXsd3377raNixYqO1157zayPUKQ4ez1eeuklh6+vr2Px4sWOQ4cOOdauXeuoU6eOo2/fvmZ9BPwBbutAktSvXz+dPXtWr7zyipKSktSoUSNFRkaqRo0akqTExMRr/uqYNWuWsrKy1Lt372u+zksvvaSXX365MKMXWc5eExQsZ69HYGCg1q5dq7Fjx6pJkyaqWrWqRo8ereeff96sj1CkOHs9Jk2aJMMwNGnSJJ04cUIVKlRQt27d9Prrr5v1EfAHDIeD8SwAAOA6+LMLAAC4FMoJAABwKZQTAADgUignAADApVBOAACAS6GcAAAAl0I5AQAALoVyAgAAXArlBAAAuBTKCQAAcCmUEwAA4FL+H1HjhocuJQBTAAAAAElFTkSuQmCC"
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<pre>1-element Array{PyCall.PyObject,1}:
 PyObject &lt;matplotlib.lines.Line2D object at 0x000000001CA902B0&gt;</pre>
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<div class=" highlight hl-julia"><pre><span></span><span class="n">cor</span><span class="p">(</span><span class="n">percentages</span><span class="o">.</span><span class="n">perc_vaccinated</span><span class="p">,</span> <span class="n">percentages</span><span class="o">.</span><span class="n">result</span><span class="p">)</span>
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<pre>-0.998748264139077</pre>
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<p>Results weren't surprising - the lower the percentage of vaccinated people, the lower final percentage of infected.<br>
Correlation: -0.99<br>
That'll be it. I'd appreciate all feedback :)</p>

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