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<title>No-show Brazil - Audrey Dogbeh</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">
    pre { line-height: 125%; }
td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
.highlight .hll { background-color: #ffffcc }
.highlight { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>


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

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

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

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

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
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<h1 id="Investigate-a-dataset:-No-show-appointments-in-Brazil">Investigate a dataset: No-show appointments in Brazil<a class="anchor-link" href="#Investigate-a-dataset:-No-show-appointments-in-Brazil">&#182;</a></h1>
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<h2 id="Table-of-Contents">Table of Contents<a class="anchor-link" href="#Table-of-Contents">&#182;</a></h2><ul>
<li><a href="#Our-data">Our data</a></li>
<li><a href="#Cleaning-the-data">Cleaning the data</a></li>
<li><a href="#Exploring-data-and-visualising">Exploring data and visualising</a></li>
<li><a href="#Observations">Observations</a></li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span><span class="o">,</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span><span class="o">,</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="o">%</span><span class="k">matplotlib</span> inline

<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">&quot;data.csv&quot;</span><span class="p">)</span>
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<h3 id="Our-data">Our data<a class="anchor-link" href="#Our-data">&#182;</a></h3><p>Below are a few lines of code to explore the dataset. The dataset contains more than 110.000 rows of data describing hospital appointments in Brazil. Each row of data is characterised by a patient ID and an appointment ID (which form a composite key), as well as information on the patient (gender, age, health) and the appointment itself (attended or not, location, sheduling date and appointment date).</p>
<p>From there, we can try to answer some questions about the dataset:</p>
<ul>
<li>How many appointments (in percentage) are missed in average each year?</li>
<li>How are missed appointments distributed by neighbourhood?</li>
<li>Are men or women more likely to miss an appointment?</li>
<li>How do health-related issues impact the incidence of no-show appointments?</li>
<li>Are people with lower social welfare more likely to miss appointments?</li>
<li>Does getting a SMS increase attendance to appointments?</li>
<li>Is the amount of time between planning the appointment and the appointment itself impact the risk of no-show?</li>
</ul>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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      <th></th>
      <th>PatientId</th>
      <th>AppointmentID</th>
      <th>Gender</th>
      <th>ScheduledDay</th>
      <th>AppointmentDay</th>
      <th>Age</th>
      <th>Neighbourhood</th>
      <th>Scholarship</th>
      <th>Hipertension</th>
      <th>Diabetes</th>
      <th>Alcoholism</th>
      <th>Handcap</th>
      <th>SMS_received</th>
      <th>No-show</th>
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      <th>0</th>
      <td>2.987250e+13</td>
      <td>5642903</td>
      <td>F</td>
      <td>2016-04-29T18:38:08Z</td>
      <td>2016-04-29T00:00:00Z</td>
      <td>62</td>
      <td>JARDIM DA PENHA</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>No</td>
    </tr>
    <tr>
      <th>1</th>
      <td>5.589978e+14</td>
      <td>5642503</td>
      <td>M</td>
      <td>2016-04-29T16:08:27Z</td>
      <td>2016-04-29T00:00:00Z</td>
      <td>56</td>
      <td>JARDIM DA PENHA</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>No</td>
    </tr>
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      <th>2</th>
      <td>4.262962e+12</td>
      <td>5642549</td>
      <td>F</td>
      <td>2016-04-29T16:19:04Z</td>
      <td>2016-04-29T00:00:00Z</td>
      <td>62</td>
      <td>MATA DA PRAIA</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>No</td>
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      <th>3</th>
      <td>8.679512e+11</td>
      <td>5642828</td>
      <td>F</td>
      <td>2016-04-29T17:29:31Z</td>
      <td>2016-04-29T00:00:00Z</td>
      <td>8</td>
      <td>PONTAL DE CAMBURI</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>No</td>
    </tr>
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      <th>4</th>
      <td>8.841186e+12</td>
      <td>5642494</td>
      <td>F</td>
      <td>2016-04-29T16:07:23Z</td>
      <td>2016-04-29T00:00:00Z</td>
      <td>56</td>
      <td>JARDIM DA PENHA</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>No</td>
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<pre>(110527, 14)</pre>
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<pre>PatientId         float64
AppointmentID       int64
Gender             object
ScheduledDay       object
AppointmentDay     object
Age                 int64
Neighbourhood      object
Scholarship         int64
Hipertension        int64
Diabetes            int64
Alcoholism          int64
Handcap             int64
SMS_received        int64
No-show            object
dtype: object</pre>
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      <th></th>
      <th>PatientId</th>
      <th>AppointmentID</th>
      <th>Age</th>
      <th>Scholarship</th>
      <th>Hipertension</th>
      <th>Diabetes</th>
      <th>Alcoholism</th>
      <th>Handcap</th>
      <th>SMS_received</th>
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      <th>count</th>
      <td>1.105270e+05</td>
      <td>1.105270e+05</td>
      <td>110527.000000</td>
      <td>110527.000000</td>
      <td>110527.000000</td>
      <td>110527.000000</td>
      <td>110527.000000</td>
      <td>110527.000000</td>
      <td>110527.000000</td>
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      <th>mean</th>
      <td>1.474963e+14</td>
      <td>5.675305e+06</td>
      <td>37.088874</td>
      <td>0.098266</td>
      <td>0.197246</td>
      <td>0.071865</td>
      <td>0.030400</td>
      <td>0.022248</td>
      <td>0.321026</td>
    </tr>
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      <th>std</th>
      <td>2.560949e+14</td>
      <td>7.129575e+04</td>
      <td>23.110205</td>
      <td>0.297675</td>
      <td>0.397921</td>
      <td>0.258265</td>
      <td>0.171686</td>
      <td>0.161543</td>
      <td>0.466873</td>
    </tr>
    <tr>
      <th>min</th>
      <td>3.921784e+04</td>
      <td>5.030230e+06</td>
      <td>-1.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>25%</th>
      <td>4.172614e+12</td>
      <td>5.640286e+06</td>
      <td>18.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>50%</th>
      <td>3.173184e+13</td>
      <td>5.680573e+06</td>
      <td>37.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>75%</th>
      <td>9.439172e+13</td>
      <td>5.725524e+06</td>
      <td>55.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>1.000000</td>
    </tr>
    <tr>
      <th>max</th>
      <td>9.999816e+14</td>
      <td>5.790484e+06</td>
      <td>115.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>4.000000</td>
      <td>1.000000</td>
    </tr>
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<h3 id="Cleaning-the-data">Cleaning the data<a class="anchor-link" href="#Cleaning-the-data">&#182;</a></h3><p>Before we can dive deeper, the dataset needs some cleaning:</p>
<ul>
<li>Some datatypes are not adequate</li>
<li>A few column names have typos</li>
<li>Some values are out of range (age below 0, handicap different than 0 or 1*)</li>
<li>Evt. remove duplicates</li>
</ul>
<p>* it is unclear whether other handicap values have a significance so the data points will be dropped altogether</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># column names as lowercase</span>
<span class="n">df</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="o">.</span><span class="n">lower</span><span class="p">(),</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># changing patient ID to int</span>
<span class="n">df</span><span class="o">.</span><span class="n">patientid</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">patientid</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s2">&quot;int64&quot;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># changing scheduledday and appointmentday to datatime and only keeping the date part</span>
<span class="n">df</span><span class="o">.</span><span class="n">scheduledday</span><span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">scheduledday</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="p">[:</span><span class="mi">10</span><span class="p">])</span>
<span class="n">df</span><span class="o">.</span><span class="n">scheduledday</span><span class="o">=</span><span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">scheduledday</span><span class="p">)</span>

<span class="n">df</span><span class="o">.</span><span class="n">appointmentday</span><span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">appointmentday</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="p">[:</span><span class="mi">10</span><span class="p">])</span>
<span class="n">df</span><span class="o">.</span><span class="n">appointmentday</span><span class="o">=</span><span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">appointmentday</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># renaming columns</span>
<span class="n">df</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;hipertension&quot;</span><span class="p">:</span> <span class="s2">&quot;hypertension&quot;</span><span class="p">,</span> <span class="s2">&quot;handcap&quot;</span><span class="p">:</span> <span class="s2">&quot;handicap&quot;</span><span class="p">},</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># invalid age values</span>
<span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">age</span><span class="o">&lt;</span><span class="mi">0</span><span class="p">]</span>
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      <th>patientid</th>
      <th>appointmentid</th>
      <th>gender</th>
      <th>scheduledday</th>
      <th>appointmentday</th>
      <th>age</th>
      <th>neighbourhood</th>
      <th>scholarship</th>
      <th>hypertension</th>
      <th>diabetes</th>
      <th>alcoholism</th>
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      <th>no-show</th>
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      <th>99832</th>
      <td>465943158731293</td>
      <td>5775010</td>
      <td>F</td>
      <td>2016-06-06</td>
      <td>2016-06-06</td>
      <td>-1</td>
      <td>ROMÃO</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>No</td>
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<p>-1 is an invalid age but instead of dropping the row altogether, we will replace it by the mean value of the rest of the age data.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">mean_age</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">age</span><span class="o">&gt;=</span><span class="mi">0</span><span class="p">][</span><span class="s2">&quot;age&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">df</span><span class="o">.</span><span class="n">age</span><span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">age</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="n">mean_age</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">age</span><span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">age</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s2">&quot;int64&quot;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#invalid handicap values</span>
<span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">handicap</span><span class="o">&gt;</span><span class="mi">1</span><span class="p">][</span><span class="s2">&quot;handicap&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">size</span>
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<pre>199</pre>
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<p>The invalid handicap values represent 199 data points, i.e. 0.2% of the total data. This should have minimal impact on the analysis.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">handicap</span><span class="o">&lt;=</span><span class="mi">1</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># search for duplicates and drop them</span>
<span class="nb">sum</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">duplicated</span><span class="p">())</span>
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<pre>0</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># resulting clean dataset</span>
<span class="n">df</span><span class="o">.</span><span class="n">dtypes</span>
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<pre>patientid                  int64
appointmentid              int64
gender                    object
scheduledday      datetime64[ns]
appointmentday    datetime64[ns]
age                        int64
neighbourhood             object
scholarship                int64
hypertension               int64
diabetes                   int64
alcoholism                 int64
handicap                   int64
sms_received               int64
no-show                   object
dtype: object</pre>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>patientid</th>
      <th>appointmentid</th>
      <th>age</th>
      <th>scholarship</th>
      <th>hypertension</th>
      <th>diabetes</th>
      <th>alcoholism</th>
      <th>handicap</th>
      <th>sms_received</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>count</th>
      <td>1.103280e+05</td>
      <td>1.103280e+05</td>
      <td>110328.000000</td>
      <td>110328.000000</td>
      <td>110328.000000</td>
      <td>110328.000000</td>
      <td>110328.000000</td>
      <td>110328.000000</td>
      <td>110328.000000</td>
    </tr>
    <tr>
      <th>mean</th>
      <td>1.475273e+14</td>
      <td>5.675299e+06</td>
      <td>37.070753</td>
      <td>0.098280</td>
      <td>0.196831</td>
      <td>0.071605</td>
      <td>0.030382</td>
      <td>0.018508</td>
      <td>0.321179</td>
    </tr>
    <tr>
      <th>std</th>
      <td>2.561394e+14</td>
      <td>7.129914e+04</td>
      <td>23.097947</td>
      <td>0.297694</td>
      <td>0.397606</td>
      <td>0.257833</td>
      <td>0.171637</td>
      <td>0.134781</td>
      <td>0.466931</td>
    </tr>
    <tr>
      <th>min</th>
      <td>3.921700e+04</td>
      <td>5.030230e+06</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>25%</th>
      <td>4.174654e+12</td>
      <td>5.640278e+06</td>
      <td>18.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>50%</th>
      <td>3.175389e+13</td>
      <td>5.680568e+06</td>
      <td>37.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>75%</th>
      <td>9.439381e+13</td>
      <td>5.725510e+06</td>
      <td>55.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>1.000000</td>
    </tr>
    <tr>
      <th>max</th>
      <td>9.999816e+14</td>
      <td>5.790484e+06</td>
      <td>115.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
    </tr>
  </tbody>
</table>
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<h3 id="Exploring-data-and-visualising">Exploring data and visualising<a class="anchor-link" href="#Exploring-data-and-visualising">&#182;</a></h3>
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<h4 id="How-many-appointments-were-missed-during-the-analysed-time-period?-(in-percentage)">How many appointments were missed during the analysed time period? (in percentage)<a class="anchor-link" href="#How-many-appointments-were-missed-during-the-analysed-time-period?-(in-percentage)">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">appointmentday</span><span class="o">.</span><span class="n">min</span><span class="p">()</span>
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<pre>Timestamp(&#39;2016-04-29 00:00:00&#39;)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">appointmentday</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
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<pre>Timestamp(&#39;2016-06-08 00:00:00&#39;)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">no_show</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="s2">&quot;no-show&quot;</span><span class="p">]</span><span class="o">==</span><span class="s2">&quot;Yes&quot;</span><span class="p">]</span>
<span class="n">no_show</span><span class="o">.</span><span class="n">shape</span>
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<pre>(22278, 14)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">no_show_rate</span><span class="o">=</span><span class="mi">100</span><span class="o">*</span><span class="nb">len</span><span class="p">(</span><span class="n">no_show</span><span class="o">.</span><span class="n">index</span><span class="p">)</span><span class="o">/</span><span class="nb">len</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
<span class="n">show_rate</span><span class="o">=</span><span class="mi">100</span><span class="o">-</span><span class="n">no_show_rate</span>
<span class="n">no_show_rate</span>
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<pre>20.19251685882097</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">pie</span><span class="p">([</span><span class="n">show_rate</span><span class="p">,</span><span class="n">no_show_rate</span><span class="p">],</span> <span class="n">explode</span><span class="o">=</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mf">0.1</span><span class="p">],</span> <span class="n">labels</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;Showed up to appointment&quot;</span><span class="p">,</span> <span class="s2">&quot;Did not show up to appointment&quot;</span><span class="p">],</span> <span class="n">autopct</span><span class="o">=</span><span class="s2">&quot;</span><span class="si">%.1f%%</span><span class="s2">&quot;</span><span class="p">,</span> <span class="n">colors</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;green&quot;</span><span class="p">,</span><span class="s2">&quot;red&quot;</span><span class="p">],</span> <span class="n">startangle</span><span class="o">=</span><span class="mi">35</span><span class="p">);</span>
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"
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<p>22278 appointments were missed between April 29 and June 8, 2016, i.e. approximately 20%. This is 1 out of 5 appointments, which is significant.</p>

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<h4 id="How-are-missed-appointments-distributed-by-neighbourhood?">How are missed appointments distributed by neighbourhood?<a class="anchor-link" href="#How-are-missed-appointments-distributed-by-neighbourhood?">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># how many neighbourhoods?</span>
<span class="n">df</span><span class="p">[</span><span class="s2">&quot;neighbourhood&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">nunique</span><span class="p">()</span>
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<pre>81</pre>
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<p>Given the large number of different neighbourhoods, we can concentrate on finding the top 10 neighbourhoods with highest number of no-shows per total scheduled appointments.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># no-shows by neighbourhood</span>
<span class="n">no_show_neigh</span> <span class="o">=</span> <span class="n">no_show</span><span class="p">[</span><span class="s2">&quot;neighbourhood&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># total number of appointments by neighbourhood</span>
<span class="n">appoint_neigh</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s2">&quot;neighbourhood&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># proportion of no-shows per neighbourhood</span>
<span class="n">no_show_prop_neigh</span><span class="o">=</span><span class="n">no_show_neigh</span><span class="o">.</span><span class="n">divide</span><span class="p">(</span><span class="n">appoint_neigh</span><span class="p">)</span>
<span class="n">no_show_prop_neigh</span>
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<pre>AEROPORTO              0.125000
ANDORINHAS             0.230599
ANTÔNIO HONÓRIO        0.184502
ARIOVALDO FAVALESSA    0.219858
BARRO VERMELHO         0.215130
                         ...   
SÃO JOSÉ               0.215915
SÃO PEDRO              0.210440
TABUAZEIRO             0.183243
UNIVERSITÁRIO          0.210526
VILA RUBIM             0.166470
Name: neighbourhood, Length: 81, dtype: float64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># finding empty values</span>
<span class="n">no_show_prop_neigh</span><span class="p">[</span><span class="n">no_show_prop_neigh</span><span class="o">.</span><span class="n">isna</span><span class="p">()]</span>
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<pre>PARQUE INDUSTRIAL   NaN
Name: neighbourhood, dtype: float64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">no_show_prop_neigh</span> <span class="o">=</span> <span class="n">no_show_prop_neigh</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">barh</span><span class="p">(</span><span class="n">no_show_prop_neigh</span><span class="o">.</span><span class="n">index</span><span class="p">[:</span><span class="mi">10</span><span class="p">],</span><span class="mi">100</span><span class="o">*</span><span class="n">no_show_prop_neigh</span><span class="p">[:</span><span class="mi">10</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Percentage of no-show appointments, %&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Top 10 neighbourhoods with highest no-show rate&quot;</span><span class="p">);</span>
</pre></div>

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"
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<p>The graph shows the 10 hospitals with highest proportion of no-shows per appointment. ILHAS OCEANICAS DE TRINIDADE has a 100% no-show rate, but this is to consider with a grain of salt since there are only two appointments in that neighbourhood in the dataset. Note: generally these proportions do not tell the whole story since the number of samples per neighbourhood vary greatly.</p>

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<h4 id="Are-men-or-women-more-likely-to-miss-an-appointment?">Are men or women more likely to miss an appointment?<a class="anchor-link" href="#Are-men-or-women-more-likely-to-miss-an-appointment?">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">no_show_gender</span><span class="o">=</span><span class="n">no_show</span><span class="o">.</span><span class="n">gender</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_gender</span><span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">gender</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">no_show_gender</span><span class="o">/</span><span class="n">df_gender</span>
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<pre>F    0.203092
M    0.199756
Name: gender, dtype: float64</pre>
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<p>There seems to be no significant difference between men and women for missed appointments.</p>

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<h4 id="How-do-health-related-issues-impact-the-incidence-of-no-show-appointments?">How do health-related issues impact the incidence of no-show appointments?<a class="anchor-link" href="#How-do-health-related-issues-impact-the-incidence-of-no-show-appointments?">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">propVarDataframe</span><span class="p">(</span><span class="n">df</span><span class="p">,</span><span class="n">col</span><span class="p">):</span>
    <span class="k">return</span> <span class="mi">100</span><span class="o">*</span><span class="nb">len</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="n">col</span><span class="p">]</span><span class="o">==</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">index</span><span class="p">)</span><span class="o">/</span><span class="nb">len</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># proportion of health issues in no-show population</span>
<span class="n">no_health_issue_noshow</span> <span class="o">=</span> <span class="mi">100</span><span class="o">*</span><span class="nb">len</span><span class="p">(</span><span class="n">no_show</span><span class="p">[(</span><span class="n">no_show</span><span class="o">.</span><span class="n">handicap</span><span class="o">==</span><span class="mi">0</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">no_show</span><span class="o">.</span><span class="n">diabetes</span><span class="o">==</span><span class="mi">0</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">no_show</span><span class="o">.</span><span class="n">hypertension</span><span class="o">==</span><span class="mi">0</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">no_show</span><span class="o">.</span><span class="n">alcoholism</span><span class="o">==</span><span class="mi">0</span><span class="p">)])</span><span class="o">/</span><span class="nb">len</span><span class="p">(</span><span class="n">no_show</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
<span class="n">handicap_noshow</span> <span class="o">=</span> <span class="n">propVarDataframe</span><span class="p">(</span><span class="n">no_show</span><span class="p">,</span><span class="s2">&quot;handicap&quot;</span><span class="p">)</span>
<span class="n">diabetes_noshow</span> <span class="o">=</span> <span class="n">propVarDataframe</span><span class="p">(</span><span class="n">no_show</span><span class="p">,</span><span class="s2">&quot;diabetes&quot;</span><span class="p">)</span>
<span class="n">hypertension_noshow</span> <span class="o">=</span> <span class="n">propVarDataframe</span><span class="p">(</span><span class="n">no_show</span><span class="p">,</span><span class="s2">&quot;hypertension&quot;</span><span class="p">)</span>
<span class="n">alcoholism_noshow</span> <span class="o">=</span> <span class="n">propVarDataframe</span><span class="p">(</span><span class="n">no_show</span><span class="p">,</span><span class="s2">&quot;alcoholism&quot;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># proportion of health issues in general population</span>
<span class="n">no_health_issue_general</span> <span class="o">=</span> <span class="mi">100</span><span class="o">*</span><span class="nb">len</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">handicap</span><span class="o">==</span><span class="mi">0</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">diabetes</span><span class="o">==</span><span class="mi">0</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">hypertension</span><span class="o">==</span><span class="mi">0</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">alcoholism</span><span class="o">==</span><span class="mi">0</span><span class="p">)])</span><span class="o">/</span><span class="nb">len</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
<span class="n">handicap_general</span> <span class="o">=</span> <span class="n">propVarDataframe</span><span class="p">(</span><span class="n">df</span><span class="p">,</span><span class="s2">&quot;handicap&quot;</span><span class="p">)</span>
<span class="n">diabetes_general</span> <span class="o">=</span> <span class="n">propVarDataframe</span><span class="p">(</span><span class="n">df</span><span class="p">,</span><span class="s2">&quot;diabetes&quot;</span><span class="p">)</span>
<span class="n">hypertension_general</span> <span class="o">=</span> <span class="n">propVarDataframe</span><span class="p">(</span><span class="n">no_show</span><span class="p">,</span><span class="s2">&quot;hypertension&quot;</span><span class="p">)</span>
<span class="n">alcoholism_general</span> <span class="o">=</span> <span class="n">propVarDataframe</span><span class="p">(</span><span class="n">no_show</span><span class="p">,</span><span class="s2">&quot;alcoholism&quot;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">labels</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;no health issues&quot;</span><span class="p">,</span><span class="s2">&quot;hypertension&quot;</span><span class="p">,</span><span class="s2">&quot;diabetes&quot;</span><span class="p">,</span><span class="s2">&quot;alcoholism&quot;</span><span class="p">,</span><span class="s2">&quot;handicap&quot;</span><span class="p">]</span>
<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">labels</span><span class="p">))</span>
<span class="n">width</span> <span class="o">=</span> <span class="mf">0.2</span>
<span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">x</span><span class="o">-</span><span class="n">width</span><span class="o">/</span><span class="mi">2</span><span class="p">,[</span><span class="n">no_health_issue_general</span><span class="p">,</span><span class="n">hypertension_general</span><span class="p">,</span><span class="n">diabetes_general</span><span class="p">,</span><span class="n">alcoholism_general</span><span class="p">,</span><span class="n">handicap_general</span><span class="p">],</span><span class="n">width</span><span class="o">=</span><span class="n">width</span><span class="p">,</span><span class="n">tick_label</span><span class="o">=</span><span class="n">labels</span><span class="p">,</span><span class="n">label</span><span class="o">=</span><span class="s2">&quot;</span><span class="si">% o</span><span class="s2">f general dataset&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">x</span><span class="p">,[</span><span class="n">no_health_issue_noshow</span><span class="p">,</span><span class="n">hypertension_noshow</span><span class="p">,</span><span class="n">diabetes_noshow</span><span class="p">,</span><span class="n">alcoholism_noshow</span><span class="p">,</span><span class="n">handicap_noshow</span><span class="p">],</span><span class="n">width</span><span class="o">=</span><span class="n">width</span><span class="p">,</span><span class="n">tick_label</span><span class="o">=</span><span class="n">labels</span><span class="p">,</span><span class="n">align</span><span class="o">=</span><span class="s2">&quot;edge&quot;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;</span><span class="si">% o</span><span class="s2">f no-show subset&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">90</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Health issues&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Proportion, %&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Impact of health issues on the incidence of no-show&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">();</span>
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"
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<p>It looks like people with no health-related issues are in fact slightly over-represented in the no-show subset compared to the general dataset. Note that the proportions add up to more than 1 (100%) because some people have more than one health issue.</p>

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<h4 id="Are-people-with-lower-social-welfare-more-likely-to-miss-appointments?">Are people with lower social welfare more likely to miss appointments?<a class="anchor-link" href="#Are-people-with-lower-social-welfare-more-likely-to-miss-appointments?">&#182;</a></h4>
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<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">comparePropDataframes</span><span class="p">(</span><span class="n">no_show</span><span class="p">,</span><span class="n">df</span><span class="p">,</span><span class="n">col</span><span class="p">):</span>
    <span class="n">no_var</span><span class="o">=</span><span class="mi">100</span><span class="o">*</span><span class="nb">len</span><span class="p">(</span><span class="n">no_show</span><span class="p">[</span><span class="n">no_show</span><span class="p">[</span><span class="n">col</span><span class="p">]</span><span class="o">==</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">index</span><span class="p">)</span><span class="o">/</span><span class="nb">len</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="n">col</span><span class="p">]</span><span class="o">==</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
    <span class="n">yes_var</span><span class="o">=</span><span class="mi">100</span><span class="o">*</span><span class="nb">len</span><span class="p">(</span><span class="n">no_show</span><span class="p">[</span><span class="n">no_show</span><span class="p">[</span><span class="n">col</span><span class="p">]</span><span class="o">==</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">index</span><span class="p">)</span><span class="o">/</span><span class="nb">len</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="n">col</span><span class="p">]</span><span class="o">==</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
    <span class="k">return</span> <span class="p">(</span><span class="n">no_var</span><span class="p">,</span> <span class="n">yes_var</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># calculating proportion of no-shows in the population receiving financial aid and the population not receiving it</span>
<span class="n">no_scholarship_noshow</span><span class="p">,</span> <span class="n">scholarship_noshow</span> <span class="o">=</span> <span class="n">comparePropDataframes</span><span class="p">(</span><span class="n">no_show</span><span class="p">,</span><span class="n">df</span><span class="p">,</span><span class="s2">&quot;scholarship&quot;</span><span class="p">)</span>
<span class="n">scholarship_noshow</span>
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<pre>23.76648529004888</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">no_scholarship_noshow</span>
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<pre>19.8029853746796</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">([</span><span class="s2">&quot;All&quot;</span><span class="p">,</span> <span class="s2">&quot;No scolarship&quot;</span><span class="p">,</span> <span class="s2">&quot;Scholarship&quot;</span><span class="p">],[</span><span class="n">no_show_rate</span><span class="p">,</span><span class="n">no_scholarship_noshow</span><span class="p">,</span><span class="n">scholarship_noshow</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Proportion of no-shows depending on enrollment in Bolsa Familia&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Proportion, %&quot;</span><span class="p">);</span>
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sU52ZiZWXFONmZmVpyTjZmZFedkY2ZmxTnZmJlZcU42ZmZWnJONmZkVN6hkI2lHSXtKWqlUQGZm1nvG1C0o6Vjgb8BzwMeA3UoFZWZmvaVtspH0HeAbEfHn3GtDYN/cfUvpwMzMrHf014x2HnC2pE9JWhE4DbgeWADM6EBsZmbWI9omm4i4NiJ2AR4DLs/9to2IN0TEf3YoPjMz6wFtk42kMZJ2Bx4E3gO8UdKFkrbsWHRmZtYT+ntA4HxSk9lqwP4RcaCk9YCvS4qIOKQD8ZmZWQ/oL9lMiog9JK1MuldDRDwAfFTSVgNVLOkUYA/goYjYIvebBhwCLM7FvhQRlw49fDMzGw36e0BghqQFwDzguOqAiFhQo+6ZwC4t+v//iNgqf5xozMxeAtpe2UTE8cDxQ604Iq6W1DfU8c3MrHd043U1n5T0G0mnSFqrXSFJh0qaL2n+4sWL2xUzM7NRoNPJ5r+AjYCtgEXAse0KRsSMiJgcEZMnTpzYofDMzKyEjiabiHgwIpZGxHPAScCbOzl9MzPrjkEnG0l7Sdp2KBOTtG7l63uAW4dSj5mZjS61X8RZsS3wekljImLXdoUknQVMASZIuh/4GjAlPzYdwELgsCFM38zMRplBJ5uI+FLNcvu16H3yYKdnZmajX61kI+mtQF+1fEScVigmMzPrMQMmG0mnk54gWwAszb2D9BZoMzOzAdW5spkMbBYRUToYMzPrTXWeRrsVeGXpQMzMrHfVubKZANwu6QbgmUbPiPjHYlGZmVlPqZNsppUOwszMetuAySYi5kpaB9gm97ohIh4qG5aZmfWSAe/ZSNoXuAHYB9gXmCfp/aUDMzOz3lGnGe3LwDaNqxlJE4GfAj8uGZiZmfWOOk+jrdDUbPZwzfHMzMyAelc2l0u6Ajgrf/8A4P+waWZmtdV5QODzkt4HbA8ImBER5xWPzMzMekatd6NFxLnAuYVjMTOzHtU22Ui6JiJ2kPQE6V1ozw8CIiLWKB6dmZn1hLbJJiJ2yH9X71w4ZmbWi+r8zub0Ov3MzMzaqfMI8+bVL5LGAG8qE46ZmfWitslG0hfz/ZotJT2eP08ADwIXdCxCMzMb9domm4j4JrAmcFpErJE/q0fE2hHxxc6FaGZmo12/zWgR8Rzwhg7FYmZmParOPZvrJW0zcDEzM7PW6vyo853AYZLuBf7Cst/ZbFk0MjMz6xl1ks2uxaMwM7OeNmAzWkTcC4wD9syfcbmfmZlZLXV+1HkkcCbwivw5Q9KnSgdmZma9o04z2sHAthHxFwBJxwC/BI4vGZiZmfWOOk+jCVha+b409zMzM6ulzpXNqcA8SeeRksxewMlFozIzs55S55+nHSdpDrBD7vWRiPh10ajMzKyn1GlGaxDp/9q4Cc3MzAalztNoXwVmAWsBE4BTJX2ldGBmZtY76tyz2Q94Y0T8FUDSdOBXwNElAzMzs95RpxltIbBK5fvLgN8XicbMzHpSnSubZ4DbJF1FumfzbuAaSf8JEBFHFIzPzMx6QJ1kc17+NMwpE4qZmfWqOo8+z5K0MvCa3OvOiPj7QONJOgXYA3goIrbI/cYDZwN9pOa5fSPi0aGFbmZmo0Wdp9GmAHcB3wdOAH4n6e016p4J7NLU7yhgdkRsAszO383MrMfVaUY7Ftg5Iu4EkPQa4CzgTf2NFBFXS+pr6r0XMCV3zyI1yf1L/XDNzGw0qvM02kqNRAMQEb8DVhri9NaJiEW5nkWkt0i3JOlQSfMlzV+8ePEQJ2dmZiNBnWRzk6STJU3Jn5OAm0oHFhEzImJyREyeOHFi6cmZmVlBdZLN4cBtwBHAkcDtud9QPChpXYD896Eh1mNmZqNIv/dsJK0A3JSfJjtuGKZ3IXAgMD3/vWAY6jQzsxGu3yubiHgOuFnShoOtWNJZpH+ytqmk+yUdTEoy75Z0F+nHodOHELOZmY0ydZ5GW5f0BoEbgL80ekbEP/Y3UkTs12bQjvXDMzOzXlAn2fxr8SjMzKyntU02klYhPQiwMXALcHJEPNupwMzMrHf0d89mFjCZlGh2Jf2408zMbND6a0bbLCJeDyDpZOCGzoRkZma9pr8rm+dftunmMzMzWx79Xdm8QdLjuVvAqvm7gIiINYpHZ2ZmPaFtsomIFTsZiJmZ9a46r6sxMzNbLk42ZmZWnJONmZkV52RjZmbFOdmYmVlxTjZmZlack42ZmRXnZGNmZsU52ZiZWXFONmZmVpyTjZmZFedkY2ZmxTnZmJlZcU42ZmZWnJONmZkV52RjZmbFOdmYmVlxTjZmZlack42ZmRXnZGNmZsU52ZiZWXFONmZmVpyTjZmZFedkY2ZmxTnZmJlZcU42ZmZWnJONmZkVN6YbE5W0EHgCWAo8GxGTuxGHmZl1RleSTfbOiFjSxembmVmHuBnNzMyK61ayCeBKSTdJOrRVAUmHSpovaf7ixYs7HJ6ZmQ2nbiWb7SNia2BX4BOS3t5cICJmRMTkiJg8ceLEzkdoZmbDpivJJiIeyH8fAs4D3tyNOMzMrDM6nmwkvVzS6o1uYGfg1k7HYWZmndONp9HWAc6T1Jj+DyPi8i7EYWZmHdLxZBMR9wBv6PR0zcyse/zos5mZFedkY2ZmxTnZmJlZcU42ZmZWnJONmZkV52RjZmbFOdmYmVlxTjZmZlack42ZmRXnZGNmZsU52ZiZWXFONmZmVpyTjZmZFedkY2ZmxTnZmJlZcU42ZmZWnJONmZkV52RjZmbFOdmYmVlxTjZmZlack42ZmRXnZGNmZsU52ZiZWXFONmZmVpyTjZmZFedkY2ZmxTnZmJlZcU42ZmZWnJONmZkV52RjZmbFOdmYmVlxTjZmZlack42ZmRXnZGNmZsU52ZiZWXFdSTaSdpF0p6S7JR3VjRjMzKxzOp5sJK0IfB/YFdgM2E/SZp2Ow8zMOqcbVzZvBu6OiHsi4m/Aj4C9uhCHmZl1yJguTPNVwH2V7/cD2zYXknQocGj++qSkOzsQ20gwAVjS7SDq0DHdjmBEGDXrC7zOspfSOps0TGEst24kG7XoFy/qETEDmFE+nJFF0vyImNztOKwer6/Rx+usO7rRjHY/sEHl+/rAA12Iw8zMOqQbyeZGYBNJ/yBpZeCDwIVdiMPMzDqk481oEfGspE8CVwArAqdExG2djmMEe8k1HY5yXl+jj9dZFyjiRbdLzMzMhpXfIGBmZsU52ZiZWXFONl0k6T2SQtJr8/c+Sbfm7imSLu5uhCNfXn7HVr5/TtK0DscwU9L7h6GeqZK+12bYpZLGLe80RipJX5Z0m6TfSFog6UW/vcvl2i6jfupeKGnCMMTYcj1LWk/Sj5e3/l7nZNNd+wHXkJ7Is6F5BnjvcBxMOkXSoB/MiYjdIuKxAuF0naTtgD2ArSNiS2AnXvjD707Hs+JgykfEAxGx3Ccbvc7JpkskjQW2Bw7GyWZ5PEt6uugzzQMkTZI0O58tz5a0YYsy78hn0gsk/VrS6rn/FyTdIulmSdNzv60kXZ/rO0/SWi3q+6qkGyXdKmmGJOX+cyT9u6S5wJGS9sllbpZ0daWK9SRdLukuSd+q1LtQ0oR89ftbSbNyHD+WtNryLsQuWxdYEhHPAETEkoh4QNI2kq7Ly+iGxrqh/TLaL6+zW6XWv7uXdL6km/JV1KGV/k9K+rqkecB2kqZLuj0v4+9Uqnh7jumexlVOU4vEVEkX5PjulPS14V1Uo1hE+NOFD/Ah4OTcfR2wNdAH3Jr7TQEu7nacI/0DPAmsASwE1gQ+B0zLwy4CDszdBwHntxj/ImD73D2W9HOAXfM6WS33H5///gZ4R+7+OvDd3D0TeH+1bO4+Hdgzd88BTqgMuwV4Ve4el/9OBe7J87EKcC+wQR62kPSalT7SGzcaMZ8CfK7b62E51+FYYAHwO+AE4B3AynlZbJPLrJHXTctlBKwH/BGYmMv9DNi7uuya1uWqwK3A2vl7APs2ygB3suxp3cb6mQn8D+kkfTPSOx5p2m+nAouAtSvTmNztZTwSPr6y6Z79SC8hJf/dr4uxjGoR8ThwGnBE06DtgB/m7tOBHVqMfi1wnKQjSAeVZ0nNOKdGxFO5/kckrZmHz83jzQLe3qK+d0qaJ+kW4F3A5pVhZzdNd6akQ0i/N2uYHRF/joi/ArfT+t1W90XEtbn7jDbzNWpExJPAm0jvQlxMWk6HAYsi4sZc5vG8bqD1MtoGmBMRi3O5M2m9fo6QdDNwPSlJbZL7LwXOzd2PA38F/lvSe4GnKuOfHxHPRcTtwDptZumqiHg4Ip4GfsIoXz/DpRvvRnvJk7Q26UC0haQgHWyCdFZnQ/Nd4FfAqf2UafUOvumSLgF2A66XtBPp/X2D/gGapFVI63ByRNyXH1RYpVLkL5XpHp5vgu8OLJC0VR70TKX8Ulrvo82xjfofy0XEUtLV35ycqD9B+/lqtYxavXPxBSRNIZ1IbBcRT0maw7L189ccA5F+eP5mYEdSE/cnSftr87TbTbPn1s9w8JVNd7wfOC0iJkVEX0RsAPyB9J44G4KIeAQ4h3QPrOE6lt0P25/0MMYLSNooIm6JiGOA+cBrgSuBgxr3QiSNj4g/A49Kelse9QBgblN1jQPXknxPru1N4zzdeRHxVdIbiDdoV7aFDfNNdVj2kMmoJWlTSZtUem0F3EG6N7NNLrP6AA9WzAPeke9rrUhaLs3rZ03g0ZxoXgu8pU08Y4E1I+JS4NM5nsF4t6TxklYF9iZdxb7k+cqmO/YDpjf1Oxf4Uhdi6SXHks5CG44ATpH0eVLzzEdajPNpSe8knSHfDlwWEc/kK435kv4GXEpaNwcCJ+YkdE9zfRHxmKSTSPdjFpLeA9jOt/MBVsBs4GbqH9TuAA6U9APgLuC/ao43Uo0Fjld6tPtZ4G5Sk9qpuf+qwNOkq5KWImKRpC8CPyct00sj4oKmYpcDh0v6DemezPVtqlsduCBfqYoWD58M4BpSs+3GwA8jYv4gx+9Jfl2N2SgiqY/04MgW3Y7FXkzSVFIz6icHKvtS42Y0MzMrzlc2ZmZWnK9szMysOCcbMzMrzsnGzMyKc7IxM7PinGzMzKy4/wN4xTVokrr2sgAAAABJRU5ErkJggg=="
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<p>It would appear that people with lower social welfare, enrolled in Bolsa Familia, have a higher tendency (23,8 %) to miss appointments compared to the entire dataset (20,2 %) and compared to people not enrolled (19.8 %).</p>

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<h4 id="Does-getting-a-SMS-increase-attendance-to-appointments?">Does getting a SMS increase attendance to appointments?<a class="anchor-link" href="#Does-getting-a-SMS-increase-attendance-to-appointments?">&#182;</a></h4>
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<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">no_sms_noshow</span><span class="p">,</span> <span class="n">sms_noshow</span> <span class="o">=</span> <span class="n">comparePropDataframes</span><span class="p">(</span><span class="n">no_show</span><span class="p">,</span><span class="n">df</span><span class="p">,</span><span class="s2">&quot;sms_received&quot;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sms_noshow</span>
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<pre>27.58572033300409</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">no_sms_noshow</span>
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<pre>16.694484130693123</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">([</span><span class="s2">&quot;All&quot;</span><span class="p">,</span> <span class="s2">&quot;Received SMS&quot;</span><span class="p">,</span> <span class="s2">&quot;Didn&#39;t receive SMS&quot;</span><span class="p">],[</span><span class="n">no_show_rate</span><span class="p">,</span><span class="n">sms_noshow</span><span class="p">,</span><span class="n">no_sms_noshow</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Proportion of no-shows depending on whether they received a SMS or not&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Proportion, %&quot;</span><span class="p">);</span>
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"
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<p>Surprisingly, the data would suggest that getting a SMS increases the chance for a person to not show up to their appointment. Of all people getting a SMS, nearly 28% do not show up to their appointment, 8 points above the rate in the entire data population, against 17% for all people not getting a SMS. It is odd that getting an SMS (reminder? confirmation of scheduling?) would negatively affect the attendance to appointments. I would expect neutral or positive effect. It is difficult to explain this result especially when little is know about the SMS system.</p>

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<h4 id="Is-the-amount-of-time-between-planning-the-appointment-and-the-appointment-itself-impact-the-risk-of-no-show?">Is the amount of time between planning the appointment and the appointment itself impact the risk of no-show?<a class="anchor-link" href="#Is-the-amount-of-time-between-planning-the-appointment-and-the-appointment-itself-impact-the-risk-of-no-show?">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># creating a new column, weeks_between, based on the dates in the dataframe</span>
<span class="n">df</span><span class="p">[</span><span class="s1">&#39;weeks_between&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;appointmentday&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;scheduledday&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">days</span><span class="o">//</span><span class="mi">7</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;weeks_between&#39;</span><span class="p">]</span>
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<pre>0         0
1         0
2         0
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110522    5
110523    5
110524    5
110525    5
110526    5
Name: weeks_between, Length: 110328, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># updating no_show dataframe</span>
<span class="n">no_show</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="s2">&quot;no-show&quot;</span><span class="p">]</span><span class="o">==</span><span class="s2">&quot;Yes&quot;</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">noshow_weeks_rate</span> <span class="o">=</span> <span class="n">no_show</span><span class="p">[</span><span class="s2">&quot;weeks_between&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">/</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;weeks_between&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">noshow_weeks_rate</span><span class="o">.</span><span class="n">index</span><span class="p">[</span><span class="mi">1</span><span class="p">:],</span><span class="mi">100</span><span class="o">*</span><span class="n">noshow_weeks_rate</span><span class="p">[</span><span class="mi">1</span><span class="p">:])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Full weeks between time of booking and appointment day&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Proportion of no-show, %&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Influence of time between booking and appointment on the incidence of no-show&quot;</span><span class="p">);</span>
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"
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<p>Though it is not possible to make a definite conclusion based solely on this graph, it does appear that the more days between the booting time and the appointment itself, the higher the chance for no-show.</p>
<p>Note: a data error was noticed, where some data points show the booking date after the appointment date. These were not shown on the graph.</p>

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<h3 id="Observations">Observations<a class="anchor-link" href="#Observations">&#182;</a></h3><p>Although this analysis does not make use of inferential statistics and is as such tentative, it draws our attention to several factors worth looking more into when trying to increase appointments attendance:</p>
<ul>
<li>Individuals enrolled in Bolsa Familia, i.e. with lower social welfare, are more likely by 5 points to miss a booked appointment.</li>
<li>The more time pass between the booking and the actual appointment date, the higher risk for no-show.</li>
<li>Surprisingly, the influence of sending SMS to the patients seems to negatively impact attendance to appointments. This seems very counterintuitive and calls for checking if the data is accurate in this respect. Other data analysts/scientists have questioned this on Kaggle.</li>
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