Investigate a dataset.html

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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;
}
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<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
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.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 */
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.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 */
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.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
/* 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">
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        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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<h3 id="Analyzing-&quot;Medical-Appointment-No-Shows&quot;">Analyzing "Medical Appointment No Shows"<a class="anchor-link" href="#Analyzing-&quot;Medical-Appointment-No-Shows&quot;">&#182;</a></h3><h4 id="This-notebook-will-visualize-what-information-is-content-in-the-health-appointments-and-the-relation-with-no-show-events.">This notebook will visualize what information is content in the health appointments and the relation with no show events.<a class="anchor-link" href="#This-notebook-will-visualize-what-information-is-content-in-the-health-appointments-and-the-relation-with-no-show-events.">&#182;</a></h4><h4 id="There-is-some-variables-that-can-be-useful-to-understand-what-makes-(or-not)-to-people-from-attend-or-not-to-their-health-appointments.-In-this-notebook,-you-will-visualize-those-behaviour-along-with-some-conclusions-about-that.">There is some variables that can be useful to understand what makes (or not) to people from attend or not to their health appointments. In this notebook, you will visualize those behaviour along with some conclusions about that.<a class="anchor-link" href="#There-is-some-variables-that-can-be-useful-to-understand-what-makes-(or-not)-to-people-from-attend-or-not-to-their-health-appointments.-In-this-notebook,-you-will-visualize-those-behaviour-along-with-some-conclusions-about-that.">&#182;</a></h4><h4 id="There-is-some-problems-with-the-age-field,-so-this-code-handle-that-data-wranglid,-but-in-general-there-is-no-nan-values-or-similar">There is some problems with the age field, so this code handle that data wranglid, but in general there is no nan values or similar<a class="anchor-link" href="#There-is-some-problems-with-the-age-field,-so-this-code-handle-that-data-wranglid,-but-in-general-there-is-no-nan-values-or-similar">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span> <span class="p">(</span><span class="s2">&quot;-&quot;</span><span class="o">*</span><span class="mi">80</span><span class="p">)</span>
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<pre>--------------------------------------------------------------------------------
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<h2 id="There-is-some-questions-that-emerge-from-simple-data-inspecting-through-the-variables">There is some questions that emerge from simple data inspecting through the variables<a class="anchor-link" href="#There-is-some-questions-that-emerge-from-simple-data-inspecting-through-the-variables">&#182;</a></h2><h4 id="Research-questions:">Research questions:<a class="anchor-link" href="#Research-questions:">&#182;</a></h4><h4 id="--Is-Age-variable,-making-any-difference-on-no-show-data?">- Is Age variable, making any difference on no-show data?<a class="anchor-link" href="#--Is-Age-variable,-making-any-difference-on-no-show-data?">&#182;</a></h4><h4 id="--Maybe-women-are-more-conscient-of-their-health-issues?">- Maybe women are more conscient of their health issues?<a class="anchor-link" href="#--Maybe-women-are-more-conscient-of-their-health-issues?">&#182;</a></h4><h4 id="--Is-the-scholarship-making-to-people-take-care-of-their-health,-showing-more-often-in-the-appointments?">- Is the scholarship making to people take care of their health, showing more often in the appointments?<a class="anchor-link" href="#--Is-the-scholarship-making-to-people-take-care-of-their-health,-showing-more-often-in-the-appointments?">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">matplotlib.ticker</span> <span class="k">as</span> <span class="nn">ticker</span>
<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
<span class="kn">import</span> <span class="nn">time</span>

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

<span class="n">pd</span><span class="o">.</span><span class="n">options</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">max_rows</span> <span class="o">=</span> <span class="mi">200</span>

<span class="n">ns</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;KaggleV2-May-2016.csv&quot;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">display</span> <span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">head</span><span class="p">())</span>
<span class="n">display</span> <span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">shape</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>
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      <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>
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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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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">display</span><span class="p">(</span> <span class="n">ns</span><span class="o">.</span><span class="n">describe</span><span class="p">())</span>
<span class="n">display</span><span class="p">(</span> <span class="n">ns</span><span class="p">[</span><span class="s2">&quot;No-show&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">describe</span><span class="p">())</span>
<span class="n">display</span><span class="p">(</span> <span class="n">ns</span><span class="p">[</span><span class="s2">&quot;No-show&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">())</span>
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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>
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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>
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      <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>
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      <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>
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      <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>
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      <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>
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      <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>
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<pre>count     110527
unique         2
top           No
freq       88208
Name: No-show, dtype: object</pre>
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<pre>No     88208
Yes    22319
Name: No-show, dtype: int64</pre>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 110527 entries, 0 to 110526
Data columns (total 14 columns):
 #   Column          Non-Null Count   Dtype  
---  ------          --------------   -----  
 0   PatientId       110527 non-null  float64
 1   AppointmentID   110527 non-null  int64  
 2   Gender          110527 non-null  object 
 3   ScheduledDay    110527 non-null  object 
 4   AppointmentDay  110527 non-null  object 
 5   Age             110527 non-null  int64  
 6   Neighbourhood   110527 non-null  object 
 7   Scholarship     110527 non-null  int64  
 8   Hipertension    110527 non-null  int64  
 9   Diabetes        110527 non-null  int64  
 10  Alcoholism      110527 non-null  int64  
 11  Handcap         110527 non-null  int64  
 12  SMS_received    110527 non-null  int64  
 13  No-show         110527 non-null  object 
dtypes: float64(1), int64(8), object(5)
memory usage: 11.8+ MB
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<h3 id="Note:">Note:<a class="anchor-link" href="#Note:">&#182;</a></h3><p>Do not have null values in any of the columns, so we skip the fillna step</p>

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<h2 id="1.-First,-will-graph-numerical-variables-to-see-how-scattered-are-the-data">1. First, will graph numerical variables to see how scattered are the data<a class="anchor-link" href="#1.-First,-will-graph-numerical-variables-to-see-how-scattered-are-the-data">&#182;</a></h2>
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<h3 id="No-show-variable-is-categorical,-will-transform-to-numerical-through-a-function,-and-then-graph-this-variable-itself">No show variable is categorical, will transform to numerical through a function, and then graph this variable itself<a class="anchor-link" href="#No-show-variable-is-categorical,-will-transform-to-numerical-through-a-function,-and-then-graph-this-variable-itself">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[9]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Transform No Show variable (target) to numeric</span>
<span class="k">def</span> <span class="nf">noshow_num</span><span class="p">(</span><span class="n">var</span><span class="p">):</span>
    <span class="k">if</span> <span class="n">var</span> <span class="o">==</span> <span class="s2">&quot;Yes&quot;</span><span class="p">:</span>
        <span class="n">NS</span> <span class="o">=</span> <span class="mi">1</span>
    <span class="k">else</span><span class="p">:</span>
        <span class="n">NS</span> <span class="o">=</span> <span class="mi">0</span>
    <span class="k">return</span> <span class="n">NS</span>

<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;NS&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s2">&quot;No-show&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">noshow_num</span><span class="p">)</span>
<span class="n">ns</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="s2">&quot;No-show&quot;</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</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="n">ns</span><span class="p">[</span><span class="s2">&quot;NS&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">bins</span><span class="o">=</span> <span class="mi">10</span><span class="p">,</span> <span class="n">rwidth</span> <span class="o">=</span> <span class="mf">0.8</span><span class="p">)</span>
<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;NS&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">(</span><span class="n">normalize</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span><span class="o">*</span><span class="mi">100</span>
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<pre>0    79.806744
1    20.193256
Name: NS, dtype: float64</pre>
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<p>Around 20% of the data has a "no-show" value and the remaining 80% effectively attends to their health appointment</p>

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<h2 id="2.-Drop-some-columns-and-create-new-ones">2. Drop some columns and create new ones<a class="anchor-link" href="#2.-Drop-some-columns-and-create-new-ones">&#182;</a></h2><ul>
<li>Not using AppointmentID </li>
<li>Keep PatientID just to analyze some cases if necessary </li>
<li>From dates of appointment, will create new fields, like year, month, and day of the week</li>
<li>Create a new field called Distance (in days), from schedule and appointment, want to see if urgent or programmed health examination makes a difference</li>
<li>Inspect Age variable to validate that values are correct</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Dates come in string format, need to select partial text to create new variables</span>
<span class="c1"># Example: 2016-04-29T18:38:08Z</span>

<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;Date_Scheduled&quot;</span><span class="p">]</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">ns</span><span class="p">[</span><span class="s2">&quot;ScheduledDay&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">start</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">stop</span> <span class="o">=</span> <span class="mi">10</span><span class="p">),</span> <span class="nb">format</span> <span class="o">=</span> <span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;Date_Appointment&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s2">&quot;AppointmentDay&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;datetime64[ns]&#39;</span><span class="p">)</span>

<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;distance&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">ns</span><span class="p">[</span><span class="s2">&quot;Date_Appointment&quot;</span><span class="p">]</span> <span class="o">-</span> <span class="n">ns</span><span class="p">[</span><span class="s2">&quot;Date_Scheduled&quot;</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="n">ns</span><span class="p">[</span><span class="s2">&quot;year_scheduled&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s1">&#39;ScheduledDay&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">start</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> <span class="n">stop</span> <span class="o">=</span> <span class="mi">4</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>
<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;month_scheduled&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s1">&#39;ScheduledDay&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">start</span> <span class="o">=</span> <span class="mi">6</span><span class="p">,</span> <span class="n">stop</span> <span class="o">=</span> <span class="mi">7</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>
<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;day_scheduled&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s1">&#39;ScheduledDay&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">start</span> <span class="o">=</span> <span class="mi">9</span><span class="p">,</span> <span class="n">stop</span> <span class="o">=</span> <span class="mi">10</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>

<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;year_appointment&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s1">&#39;AppointmentDay&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">start</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> <span class="n">stop</span> <span class="o">=</span> <span class="mi">4</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>
<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;month_appointment&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s1">&#39;AppointmentDay&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">start</span> <span class="o">=</span> <span class="mi">6</span><span class="p">,</span> <span class="n">stop</span> <span class="o">=</span> <span class="mi">7</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>
<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;day_appointment&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s1">&#39;AppointmentDay&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">start</span> <span class="o">=</span> <span class="mi">9</span><span class="p">,</span> <span class="n">stop</span> <span class="o">=</span> <span class="mi">10</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">int</span><span class="p">)</span>
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<div class="prompt input_prompt">In&nbsp;[28]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Inspect Age variable</span>
<span class="n">ns</span><span class="p">[</span><span class="s2">&quot;Age&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">hist</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Age Histogram&#39;</span><span class="p">);</span>
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<div class="prompt input_prompt">In&nbsp;[30]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">age_data</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s2">&quot;Age&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">sort_index</span><span class="p">(</span><span class="n">ascending</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
<span class="c1">#display(age_data)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">age_data</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Age Count Value&#39;</span><span class="p">);</span>
</pre></div>

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<div class="output">


<div class="output_area">

    <div class="prompt"></div>


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<img 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
"
>
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<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[15]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">avg_age</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nanmean</span><span class="p">(</span><span class="n">ns</span><span class="p">[</span><span class="s2">&quot;Age&quot;</span><span class="p">])</span>
<span class="c1">#print(&quot;Average age is &quot;  + str(avg_age))</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Average age is &quot;</span><span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">avg_age</span><span class="p">))</span>
</pre></div>

    </div>
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    <div class="prompt"></div>


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<pre>Average age is 37.08887421173107
</pre>
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<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[16]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Average age is &quot;</span><span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">ns</span><span class="p">[</span><span class="s2">&quot;Age&quot;</span><span class="p">])))</span>
<span class="n">age_data_fixed</span> <span class="o">=</span> <span class="n">ns</span><span class="p">[</span><span class="s2">&quot;Age&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">sort_index</span><span class="p">(</span><span class="n">ascending</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
<span class="n">display</span><span class="p">(</span><span class="n">age_data_fixed</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">age_data_fixed</span><span class="p">)</span>
</pre></div>

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    <div class="prompt"></div>


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<pre>Average age is 37.08887421173107
</pre>
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    <div class="prompt"></div>


<div class="output_text output_subarea ">
<pre>-1         1
 0      3539
 1      2273
 2      1618
 3      1513
 4      1299
 5      1489
 6      1521
 7      1427
 8      1424
 9      1372
 10     1274
 11     1195
 12     1092
 13     1103
 14     1118
 15     1211
 16     1402
 17     1509
 18     1487
 19     1545
 20     1437
 21     1452
 22     1376
 23     1349
 24     1242
 25     1332
 26     1283
 27     1377
 28     1448
 29     1403
 30     1521
 31     1439
 32     1505
 33     1524
 34     1526
 35     1378
 36     1580
 37     1533
 38     1629
 39     1536
 40     1402
 41     1346
 42     1272
 43     1344
 44     1487
 45     1453
 46     1460
 47     1394
 48     1399
 49     1652
 50     1613
 51     1567
 52     1746
 53     1651
 54     1530
 55     1425
 56     1635
 57     1603
 58     1469
 59     1624
 60     1411
 61     1343
 62     1312
 63     1374
 64     1331
 65     1101
 66     1187
 67      973
 68     1012
 69      832
 70      724
 71      695
 72      615
 73      725
 74      602
 75      544
 76      571
 77      527
 78      541
 79      390
 80      511
 81      434
 82      392
 83      280
 84      311
 85      275
 86      260
 87      184
 88      126
 89      173
 90      109
 91       66
 92       86
 93       53
 94       33
 95       24
 96       17
 97       11
 98        6
 99        1
 100       4
 102       2
 115       5
Name: Age, dtype: int64</pre>
</div>

</div>

<div class="output_area">

    <div class="prompt output_prompt">Out[16]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>[&lt;matplotlib.lines.Line2D at 0x11a20812508&gt;]</pre>
</div>

</div>

<div class="output_area">

    <div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="data:image/png;base64,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<h3 id="Create-2-variables-(show,-no-show),-to-make-it-easier-to-graph-how-the-independent-variables-moves-along-the-attendance">Create 2 variables (show, no-show), to make it easier to graph how the independent variables moves along the attendance<a class="anchor-link" href="#Create-2-variables-(show,-no-show),-to-make-it-easier-to-graph-how-the-independent-variables-moves-along-the-attendance">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[17]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">show</span> <span class="o">=</span> <span class="n">ns</span><span class="o">.</span><span class="n">NS</span> <span class="o">==</span> <span class="kc">False</span>
<span class="n">no_show</span> <span class="o">=</span> <span class="n">ns</span><span class="o">.</span><span class="n">NS</span> <span class="o">==</span> <span class="kc">True</span>


<span class="c1">#print ( ns.Age[show].mean() )</span>
<span class="c1">#print ( ns.Age[no_show].mean() )</span>
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<h3 id="Research-question:-Is-Age-variable,-making-any-difference-on-no-show-data?">Research question: Is Age variable, making any difference on no-show data?<a class="anchor-link" href="#Research-question:-Is-Age-variable,-making-any-difference-on-no-show-data?">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Attendance histogram along age</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Age</span><span class="p">[</span><span class="n">show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">20</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Age</span><span class="p">[</span><span class="n">no_show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">20</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;no-show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Histogram&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Age&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Percentage&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_major_formatter</span><span class="p">(</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">ns</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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8MiYmZEVEZEZXl5eRGKY2ZmdRW1RhIRq9N/10i6B/g0MD8nSSXwS0kAZcDnJW2JiHtz0kwHLgPOB+aQ9JtMA04uZt7N2qO2Wu/GrDFFCySSdgS2i4h/ptuHA1flpomIQTnpbwceyA0iksYCr0bEynS01jZgK0nfiVmn01br3Zg1ppg1kl2Be9LaRlfgFxHxoKRzACJiRmMXK7nwMuDE9NBMkhpJV5IRXGZm1g4ULZBExIvAvvUcrzeARMQZdfYDOCxnfzkwsrC5NDOzrNrD8F8zMythDiRmZpaJA4mZmWXiQGJmZpk4kJiZWSYOJGZmlokDiZmZZeJAYmZmmeQdSCT1kDSkmJkxM7PSk1cgkTQBqAIeTPdHSLqvmBkzM7PSkG+N5AqSmXs3AEREFTCwOFkyM7NSkm8g2RIRbxc1J2ZmVpLynbRxqaR/B7pI2oNkbZA/Fy9bnVOWtSaqlixl6IQCZ8jMLA/5BpKvA98F/gXcCTwEXF2sTHVWWdaa+PNT5xQ4N2Zm+ckrkETERpJA8t3iZsfMzEpNXoFE0v1A1Dn8NrAQ+ElEvF/ojJmZWWnIt7P9ReBd4Jb05x3gDWDPdL9BkrpIekbSA/WcO0PSWklV6c9Z6fEhkhZJelbS6PRYV0kPp0vumplZO5FvH8l+ETEmZ/9+SfMjYoykZU1cewGwHOjdwPm5EfG1OsfOBi4BVgHfA04gWV53dtrMZmZm7US+NZJySQNqd9LtsnR3c0MXSaoAjgJubWa+aoAeQE+gRlIfYAIwq5n3MTOzIsu3RvJt4HFJLwACBgFflbQjcEcj1/0QuAjYqZE0J0gaA/wd+GZEvALcRBI0diCpnUwFpqfruDdI0mRgMsCAAQMaS2pmZgWSV40kIn4L7AF8I/0ZEhH/ExHvRcQP67tG0tHAmohY1Mit7wcGRsRw4GHSoBQRL0fEuIgYDWwE+gErJM2WNFfSng3kc2ZEVEZEZXl5eT5FMzOzjPKtkUASSIYA3YHhkoiIxpqaDgKOkfT59Jrekn4eEafUJoiI9TnpbwGurec+04HLSF6CnEPSbzINOLkZebcm+GVIM2upfIf/TgPGAfsAvwWOBB6nkT6LiJgCTEmvHwdcmBtE0uMfi4jX0t1jSDrlc8+PBV6NiJXpaK1twFaSvhMrIL8MaWYtlW+NZCKwL/BMRHxJ0q40vwMdAElXAQsj4j7gfEnHAFuAN4EzctKJpCZyYnpoJkmNpCvJCC4zM2sH8g0kmyJim6QtknoDa4DB+X5IRDwKPJpuT805/kGtpZ5rAjgsZ385MDLfzzQzs9aRbyBZmA7BvQVYRPJy4lNFy5WZmZWMfOfa+mq6OUPSg0DviFhcvGyZmVmpyHeFxEdqtyNiVUQszj1mZmadV6M1EkndSUZIlUn6CMnLiJBMd9KvyHkzM7MS0FTT1tkkLyD2I+kbqQ0k75C8fW5mZp1co4EkIq4Hrpf09Yi4oZXyZGZmJSTfzvYbJB0IDMy9pok3283MrBPI98322cAngCqSN8shWejKgcTMrJPL9z2SSmCfpmbfNTOzziff9UiWArsVMyNmZlaa8q2RlAHPSXoK+FftwYg4pii5MjOzkpFvILmimJkwM7PSle+orcckfRzYIyIeTqd071LcrJmZWSnId4qUrwDzgJ+kh3YH7i1WpszMrHTk29l+HsmKh+8ARMRK4KPFypSZmZWOfAPJvyJic+2OpK4k75GYmVknl28geUzSpUAPSYcBdwH3N3aBpO6SnpL0rKRlkq5sIN2Jkp5L0/wiPTZE0qL02tHpsa6SavtnzMysnch31NYlwJnAEpKJHH9L00vt/gs4NCLeldQNeFzS7yLiidoEkvYgWSHxoIh4S1Jtc9nZ6WeuAr4HnECyvO7siNiYZ57NzKwV5BtIegC3RcQtAJK6pMca/FJP34J/N93tlv7UbQ77CnBTRLyVXrMmPV6T3r8nUJOuzjgBOCLP/JqZWSvJt2nrEZIv9lo9gIebukhSF0lVJGu8/yEinqyTZE9gT0l/kvSEpPHp8ZuAbwEzgGuAqcD0pqZokTRZ0kJJC9euXZtXwczMLJt8A0n3iKitXZBuN9lXERFbI2IEUAF8WtLQOkm6AnsA44BJwK2S+kTEyxExLiJGk9R6+gErJM2WNFfSng183syIqIyIyvLy8jyLZmZmWeQbSN6TNLJ2R9L+wKZ8PyQiNgCPAuPrnKoGfhMRNRHxEvA3ksCSazpwOXA+MAeYlv6YmVk7kG8guQC4S9ICSQuAucDXGrtAUnnat4GkHsDngBV1kt0LfCZNU0bS1PVizj3GAq+m7630BLaRTGPvkVtmZu1Ek53tkrYDtgf2AoaQLLe7IiJqmrj0Y8Adacf8dsCvIuIBSVcBCyPiPuAh4HBJz5EEiO9ExPr0cwVcBpyY3m8mSY2kK8kILjMzaweaDCQRsU3Sf6f9FUvzvXFELAb2q+f41JztIOlU/1Y96QI4LGd/OTCybjozM2tb+TZt/V7SCWktwczM7AP5vkfyLWBHYKukTSTNWxERvYuWMzMzKwn5TiO/U7EzYmZmpSnfaeQl6RRJl6f7/SV9urhZMzOzUpBv09aPSYbeHgpcTTL1yU3AvxUpX2ZWYM9UVXHm+Re1+PqK3cq48tKWX28dV76B5ICIGCnpGYB0gsXti5gvMyuwTZu3MHTCWS2+fun9Tc3Tap1VvqO2atL3QQKSlw1JaihmZtbJ5RtIfgTcA3xU0nTgcZLJFM3MrJPLd9TWHEmLgM+SDP09Ln1B0MzMOrlGA4mk7sA5wCdJFrX6SURsaY2MmZlZaWiqaesOoJIkiBwJXFf0HJmZWUlpqmlrn4gYBiDpp8BTxc+SmZmVkqZqJB/M8OsmLTMzq09TNZJ9Jb2Tbgvoke57ri0zMwOaCCQR0aW1MmJmZqUp3/dImi2dj+uPkpZLWibpgnrSfEdSVfqzVNJWSbukqys+nh47Lif9byT1K1aezcys+YoWSIAtwLcjYm9gFHCepH1yE0TEf0XEiIgYAUwBHouIN4FJJCPGRgPfAZA0AXg6IlYXMc9mZtZM+c611WwR8RrwWrr9T0nLgd2B5xq4ZBJwZ7pdA/QAdgC2SeoKfAOYUKz8mplZyxSzRvIBSQNJlt19soHzPYHxwN3poV8ARwAPAlcAXwVmRcTGImfVzMyaqeiBRFIvkgDxjYh4p4FkE4A/pc1aRMTbEXFURFQCTwNHA3dLukXSPEmjG/isyZIWSlq4du3aIpTGzMzqKmogkdSNJIjMiYhfN5L0JP63WauuqcB0kqavRcCXaWDCyIiYGRGVEVFZXl7e8oybmVneijlqS8BPgeUR8f1G0u0MjAV+U8+5PYB+EfEY0JNk6voAuhcl02Zm1mxF62wHDgJOBZZIqkqPXQoMAIiIGemx44HfR8R79dxjOvDddPtO4F7gApJaipmZtQPFHLX1OMkb8E2lux24vYFzJ+ZsrwEOLFD2zMysQFpl1JaZmXVcDiRmZpaJA4mZmWXiQGJmZpkUc9SWmXUgz1RVceb5F7Xo2ordyrjy0pZda+2fA4mZ5WXT5i0MnXBWi65dev+tBc6NtSdu2jIzs0wcSMzMLBMHEjMzy8SBxMzMMnEgMTOzTBxIzMwsEwcSMzPLxIHEzMwycSAxM7NM/GZ7I56c+yO2vvNas67Zfv0K/nzLFAC69P4YB3zx/GJkzcys3ShaIJF0G3A0sCYihtZzfmfg5yQrJnYFrouIn0kaAvwiPXZORPxFUlfgQeCYiNhYrDzXtfWd1/jWEYOadc2i7Zex/2eSa77/0EvFyJaZWbtSzKat24HxjZw/D3guIvYFxgH/LWl74GzgEmAicGGa9lxgdmsGETMzy08xl9qdL2lgY0mAnSQJ6AW8CWwBaoAeQE+gRlIfYAJwRLHyamZmLdeWfSQ3AvcBq4GdgC9GxDZJNwGzgB1IaidTgekREU3dUNJkYDLAgAEDipVva0CWPiX3J5mVrrYMJEcAVcChwCeAP0haEBEvkzR1IemTQD9ghaTZwPbA5RHx9/puGBEzgZkAlZWVTQae9qy5X8qF6uTPEgzWvbSca875fLOure1Tcn+SWelqy0DyJeB7aU3jeUkvAXsBT+WkmQ5cBpwPzAFWAdOAk1s3q62vuR39herkzzLA4JIbFrX4c82sdLVlIHkZ+CywQNKuwBDgxdqTksYCr0bESkk9gW3AVpK+E+tgVr/w3Ac1qny5WcysfSjm8N87SZqoyiRVk9QkugFExAzgauB2SUsAARdHxLr0WpHURE5MbzeTpEbSlWQEV0lo7pdjbvPUupeWA82rGZSyrls3tbgm5GYxs7ZVzFFbk5o4vxo4vIFzARyWs78cGFnQDLaC5n455jZPZWkmyvLXfWcLYGaWnd9s74Cy/HXvfg4zay7PtWVmZpm4RmKdWkuGO0PSFPjraaewW0X/Fl375NwfeYCAdRgOJNaptWS4MyRNgXctXcO3jhjTomsfa0HwMmuv3LRlZmaZOJCYmVkmDiRmZpaJA4mZmWXiznYreS15AROS0VPrtvbBL2CaZeNAYiWvJS9gQu3IK6+V1hqeqarizPMvatG1FbuVceWlLbvWWocDiZkV3abNWxg64awWXbv0/lsLnBsrNAcSszaQpTnOLzNae+NAYtYGsjTH+WVGa288asvMzDJxIDEzs0wcSMzMLJOiBhJJ4yX9TdLzki6p5/zHJT0iabGkRyVVpMeHSFok6VlJo9NjXSU9nC67a2Zm7UTRAomkLsBNwJHAPsAkSfvUSXYdMCsihgNXAf+RHj8buASYCFyYHjsXmB0RHvhvZtaOFLNG8mng+Yh4MSI2A78Ejq2TZh/gkXT7jznna4AeQE+gRlIfYAIwq4j5NTOzFihmINkdeCVnvzo9lutZ4IR0+3hgJ0l9SWoy3wJmANcAU4Hp6VruDZI0WdJCSQvXrl1bgCKYmVlTihlIVM+xuoHgQmCspGeAscCrwJaIeDkixkXEaGAj0A9YIWm2pLmS9qzvAyNiZkRURkRleXl5AYtiZmYNKeYLidVA7jqkFcDq3AQRsRr4AoCkXsAJEfF2nftMBy4DzgfmAKuAacDJRcm1mZk1SzFrJH8F9pA0SNL2wEnAfbkJJJVJqs3DFOC2OufHAq9GxEqS/pJtwNZ028zM2oGi1UgiYoukrwEPAV2A2yJimaSrgIURcR8wDvgPSQHMB86rvV6SSGoiJ6aHZpLUSLqSjOAy65Q8T5e1N0Wdaysifgv8ts6xqTnb84B5DVwbwGE5+8uBkcXJqVnp8Dxd1t540kYza9e8lkn750BiZu2a1zJp/zzXlpmZZeIaiVkn0tKOenBnvTXMgcSsE2lpRz24s94a5qYtMzPLxIHEzMwycdOWmeXNL0NafRxIzCxvfhnS6uOmLTMzy8SBxMzMMnHTlpm1CvevdFwOJGbWKty/0nG5acvMzDJxjcTMOqwsMweDZw/OlwOJmXVYWWYOBs8enK+iBhJJ44HrSVZIvDUivlfn/A7ALGB/YD3wxYhYJekg4GbgX8CkiHheUh9gLjA+XfTKzDoJd9S3b0ULJJK6ADeRrHJYDfxV0n0R8VxOsjOBtyLik5JOAq4Fvgh8GzgBGEiyrO63gcuBaxxEzDofd9S3b8WskXwaeD4iXgSQ9EvgWCA3kBwLXJFuzwNuTNdqrwF6AD2BGkmfAHaPiMeKmF8z64CyTJ2//o3XC5ybjknF+gNf0kSSZqiz0v1TgQMi4ms5aZamaarT/ReAA4AKYAawCTgVuA64PCJWNvGZk4HJ6e4Q4G8Zi1EGrMt4j/amo5Wpo5UHOl6ZOlp5oOOVqbY8H4+I8uZeXMwaieo5Vjdq1ZsmIqqAUQCSxgCrk03NJamtfDsi3qjnwpnAzEy5zs2ctDAiKgt1v/ago5Wpo5UHOl6ZOlp5oOOVKWt5ivkeSTXQP2e/giQg1JtGUldgZ+DN2pNpM9dlwNXAtPTn54B7zszM2oliBpK/AntIGiRpe+Ak4L46ae4DTk+3JwL/r05n+unA/0TEWyT9JdvSn55FzLeZmTVD0Zq2ImKLpK8BD5EM/70tIpZJugpYGBH3AT8FZkt6nqQmclLt9ZJ6kgSSw9ND3wfuBjYDk4qV7zoK1kzWjnS0MnW08kDHK1NHKw90vDJlKl6nRAkAAAV0SURBVE/ROtvNzKxz8FxbZmaWiQOJmZll4kDSAEnjJf1N0vOSLmnr/DSXpP6S/ihpuaRlki5Ij+8i6Q+SVqb/fqSt89pckrpIekbSA+n+IElPpmWamw7uKAmS+kiaJ2lF+qxGl/ozkvTN9HduqaQ7JXUvpWck6TZJa9L33GqP1ftMlPhR+j2xWNLItst5wxoo03+lv3eLJd2TTkNVe25KWqa/STqiqfs7kNQjZ3qXI4F9gEmS9mnbXDXbFpL3bfYmeSfnvLQMlwCPRMQewCPpfqm5AFies38t8IO0TG+RTL1TKq4HHoyIvYB9ScpVss9I0u4kw/MrI2IoyUCb2umPSuUZ3Q6Mr3OsoWdyJLBH+jOZZI7A9uh2PlymPwBDI2I48HdgCkD6PXES8Kn0mh+n34kNciCp3wfTu0TEZqB2epeSERGvRcTT6fY/Sb6gdicpxx1psjuA49omhy0jqQI4Crg13RdwKMkUO1BCZZLUGxhDMnqRiNgcERso8WdEMhq0R/puWE/gNUroGUXEfHLeZ0s19EyOBWZF4gmgj6SPtU5O81dfmSLi9xGxJd19guRdP0jK9MuI+FdEvAQ8T/Kd2CAHkvrtDrySs1+dHitJkgYC+wFPArtGxGuQBBvgo22Xsxb5IXARyftEAH2BDTn/Q5TSsxoMrAV+ljbV3SppR0r4GUXEqyRTGr1MEkDeBhZRus+oVkPPpKN8V3wZ+F263ewyOZDUL5/pXUqCpF4k7998IyLeaev8ZCHpaGBNRCzKPVxP0lJ5Vl2BkcDNEbEf8B4l1IxVn7Tv4FhgENAP2JGk+aeuUnlGTSnl3z8AJH2XpCl8Tu2hepI1WiYHkvrlM71LuyepG0kQmRMRv04Pv1Fb9U7/XdNW+WuBg4BjJK0iaW48lKSG0idtRoHSelbVQHVEPJnuzyMJLKX8jD4HvBQRayOiBvg1cCCl+4xqNfRMSvq7QtLpwNHAyTmzijS7TA4k9ctnepd2Le07+CmwPCK+n3Mqd1qa04HftHbeWioipkRERUQMJHkm/y8iTgb+SDLFDpRQmSLideAVSUPSQ58lWWahZJ8RSZPWKEk909/B2jKV5DPK0dAzuQ84LR29NQp4u7YJrL1TsvDgxcAxEbEx59R9wEmSdpA0iGQgwVON3iwi/FPPD/B5kpEMLwDfbev8tCD/B5NURxcDVenP50n6FB4BVqb/7tLWeW1h+cYBD6Tbg9Nf9OeBu4Ad2jp/zSjHCGBh+pzuBT5S6s8IuBJYASwFZgM7lNIzAu4k6d+pIfnr/MyGnglJM9BN6ffEEpLRam1ehjzL9DxJX0jt98OMnPTfTcv0N+DIpu7vKVLMzCwTN22ZmVkmDiRmZpaJA4mZmWXiQGJmZpk4kJiZWSYOJGYFJul4SSFpr7bOi1lrcCAxK7xJwOPkLB1t1pE5kJgVUDq32UEkL3ydlB7bTtKP0zU6HpD0W0kT03P7S3pM0iJJD7XHmWPNmuJAYlZYx5GsL/J34M10oaMvAAOBYcBZwGj4YC60G4CJEbE/cBswvS0ybZZF16aTmFkzTCKZSBKSiSUnAd2AuyJiG/C6pD+m54cAQ4E/JNNS0YVkGguzkuJAYlYgkvqSzEg8VFKQBIYA7mnoEmBZRIxupSyaFYWbtswKZyLJankfj4iBEdEfeAlYB5yQ9pXsSjLhJCQT4pVL+qCpS9Kn2iLjZlk4kJgVziQ+XPu4m2SBp2qS2XB/QrJS5duRLOM8EbhW0rMkM7Ae2HrZNSsMz/5r1gok9YqId9Pmr6eAgyJZj8Ss5LmPxKx1PCCpD7A9cLWDiHUkrpGYmVkm7iMxM7NMHEjMzCwTBxIzM8vEgcTMzDJxIDEzs0z+P9ZcH1kFPfJTAAAAAElFTkSuQmCC
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<h4 id="Conclusion:-Younger-people-has-more-no-show-events-compared-with-older-ones">Conclusion: Younger people has more no-show events compared with older ones<a class="anchor-link" href="#Conclusion:-Younger-people-has-more-no-show-events-compared-with-older-ones">&#182;</a></h4>
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<h3 id="Research-question:-Is-Gender-variable,-making-any-difference-on-no-show-data?">Research question: Is Gender variable, making any difference on no-show data?<a class="anchor-link" href="#Research-question:-Is-Gender-variable,-making-any-difference-on-no-show-data?">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Attendance histogram along gender</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Gender</span><span class="p">[</span><span class="n">show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">3</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Gender</span><span class="p">[</span><span class="n">no_show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">3</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;no-show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Histogram&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Gender&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Percentage&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_major_formatter</span><span class="p">(</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">ns</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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<h4 id="Conclusion-about-gender:-Female-people-has-more-no-show-events-compared-to-men,-maybe-them-has-more-problems-attending-to-their-appointments">Conclusion about gender: Female people has more no-show events compared to men, maybe them has more problems attending to their appointments<a class="anchor-link" href="#Conclusion-about-gender:-Female-people-has-more-no-show-events-compared-to-men,-maybe-them-has-more-problems-attending-to-their-appointments">&#182;</a></h4>
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<h3 id="Research-question:-Is-distance-variable,-making-any-difference-on-no-show-data?">Research question: Is distance variable, making any difference on no-show data?<a class="anchor-link" href="#Research-question:-Is-distance-variable,-making-any-difference-on-no-show-data?">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[21]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Attendance histogram along distance from scheduling and appointment</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">distance</span><span class="p">[</span><span class="n">show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">10</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">distance</span><span class="p">[</span><span class="n">no_show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">10</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;no-show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Histogram&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Distance in days, from Schedule and Appointment&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Percentage&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_major_formatter</span><span class="p">(</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">ns</span><span class="p">)))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">();</span>
</pre></div>

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<h4 id="Conclusion:-I'm-considering-that-when-are-a-few-days-from-schedule-to-appointment-date,-we're-talking-about-an-emergency-or-complex-health-issue.-From-day-25-and-more,-those-cases-are-programmed-revision-or-check-of-health-status.-There-is-a-lot-of-show-status-in-the-urgency-appointments-(about-63%),-but-there-is-a-considering-no-show-events,-and-similar-to-the-&quot;show&quot;-ones,-between-8%-and-9%.">Conclusion: I'm considering that when are a few days from schedule to appointment date, we're talking about an emergency or complex health issue. From day 25 and more, those cases are programmed revision or check of health status. There is a lot of show status in the urgency appointments (about 63%), but there is a considering no-show events, and similar to the "show" ones, between 8% and 9%.<a class="anchor-link" href="#Conclusion:-I'm-considering-that-when-are-a-few-days-from-schedule-to-appointment-date,-we're-talking-about-an-emergency-or-complex-health-issue.-From-day-25-and-more,-those-cases-are-programmed-revision-or-check-of-health-status.-There-is-a-lot-of-show-status-in-the-urgency-appointments-(about-63%),-but-there-is-a-considering-no-show-events,-and-similar-to-the-&quot;show&quot;-ones,-between-8%-and-9%.">&#182;</a></h4>
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<h3 id="Research-question:-Is-scholarship-variable,-making-any-difference-on-no-show-data?">Research question: Is scholarship variable, making any difference on no-show data?<a class="anchor-link" href="#Research-question:-Is-scholarship-variable,-making-any-difference-on-no-show-data?">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">## Attendance histogram along Scholarship</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Scholarship</span><span class="p">[</span><span class="n">show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Scholarship</span><span class="p">[</span><span class="n">no_show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;no-show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Histogram&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Scholarship&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Percentage&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_major_formatter</span><span class="p">(</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">ns</span><span class="p">)))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">();</span>
</pre></div>

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<h4 id="Conclusion:-People-without-scholarship-support-has-higher-amount-of-no-show-appointments.">Conclusion: People without scholarship support has higher amount of no-show appointments.<a class="anchor-link" href="#Conclusion:-People-without-scholarship-support-has-higher-amount-of-no-show-appointments.">&#182;</a></h4>
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<h4 id="Analyze-another-variables-from-the-dataset">Analyze another variables from the dataset<a class="anchor-link" href="#Analyze-another-variables-from-the-dataset">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Attendance histogram along alcoholism</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Alcoholism</span><span class="p">[</span><span class="n">show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Alcoholism</span><span class="p">[</span><span class="n">no_show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;no-show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Histogram&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Alcoholism&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Percentage&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_major_formatter</span><span class="p">(</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">ns</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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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Attendance histogram along Hipertension</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Hipertension</span><span class="p">[</span><span class="n">show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Hipertension</span><span class="p">[</span><span class="n">no_show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;no-show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Histogram&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Hipertension&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Percentage&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_major_formatter</span><span class="p">(</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">ns</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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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Attendance histogram along Diabetes</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Diabetes</span><span class="p">[</span><span class="n">show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Diabetes</span><span class="p">[</span><span class="n">no_show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;no-show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Histogram&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Diabetes&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Percentage&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_major_formatter</span><span class="p">(</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">ns</span><span class="p">)))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">();</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Attendance histogram along Handcap</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Diabetes</span><span class="p">[</span><span class="n">show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">Diabetes</span><span class="p">[</span><span class="n">no_show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;no-show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Histogram&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Handcap&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Percentage&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_major_formatter</span><span class="p">(</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">ns</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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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Attendance histogram along SMS_received</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">()</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">SMS_received</span><span class="p">[</span><span class="n">show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">ns</span><span class="o">.</span><span class="n">SMS_received</span><span class="p">[</span><span class="n">no_show</span><span class="p">],</span> <span class="n">bins</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;no-show&quot;</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;Histogram&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;SMS_received&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Percentage&quot;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">yaxis</span><span class="o">.</span><span class="n">set_major_formatter</span><span class="p">(</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">ns</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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<h4 id="We-can-see-that-people-with-alcoholism,-hipertension,-diabetes-and-handcap-is-not-making-that-a-person-make-a-no-show-appointment.">We can see that people with alcoholism, hipertension, diabetes and handcap is not making that a person make a no-show appointment.<a class="anchor-link" href="#We-can-see-that-people-with-alcoholism,-hipertension,-diabetes-and-handcap-is-not-making-that-a-person-make-a-no-show-appointment.">&#182;</a></h4><h4 id="People-recieving-a-SMS-notification-has-very-similar-percentage-(about-9%)-of-no-show-events.-It-can-say-that-the-notification-to-health-appointments-doesn't-make-any-difference-in-those-patients">People recieving a SMS notification has very similar percentage (about 9%) of no-show events. It can say that the notification to health appointments doesn't make any difference in those patients<a class="anchor-link" href="#People-recieving-a-SMS-notification-has-very-similar-percentage-(about-9%)-of-no-show-events.-It-can-say-that-the-notification-to-health-appointments-doesn't-make-any-difference-in-those-patients">&#182;</a></h4>
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<h4 id="Conclusions:">Conclusions:<a class="anchor-link" href="#Conclusions:">&#182;</a></h4><h4 id="--The-data-set-provided,-was-sufficient-to-find-some-insights,-but-I-expected-that-some-people-health-conditions-expressed-in-the-binary-variables-can-show-some-difference-on-no-show-appointments.">- The data set provided, was sufficient to find some insights, but I expected that some people health conditions expressed in the binary variables can show some difference on no-show appointments.<a class="anchor-link" href="#--The-data-set-provided,-was-sufficient-to-find-some-insights,-but-I-expected-that-some-people-health-conditions-expressed-in-the-binary-variables-can-show-some-difference-on-no-show-appointments.">&#182;</a></h4><h4 id="--The-&quot;distance&quot;-variable-created-from-the-provided-data,-help-to-understand-the-behaviour-and-differences-when-people-are-ill-and-need-an-urgency-attention-or-regular-health-checking.">- The "distance" variable created from the provided data, help to understand the behaviour and differences when people are ill and need an urgency attention or regular health checking.<a class="anchor-link" href="#--The-&quot;distance&quot;-variable-created-from-the-provided-data,-help-to-understand-the-behaviour-and-differences-when-people-are-ill-and-need-an-urgency-attention-or-regular-health-checking.">&#182;</a></h4>
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