Pipeline_Introduction.html

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

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

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

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

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

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

    </style>


<style type="text/css">
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<h1 id="Analysis-of-simulation-with-no-error-rate">Analysis of simulation with no error rate<a class="anchor-link" href="#Analysis-of-simulation-with-no-error-rate">&#182;</a></h1>
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<h3 id="One-by-one-query-genome">One by one query genome<a class="anchor-link" href="#One-by-one-query-genome">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># import packages</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">mpl</span>
<span class="kn">import</span> <span class="nn">os</span>

<span class="n">os</span><span class="o">.</span><span class="n">getcwd</span><span class="p">()</span>
<span class="n">os</span><span class="o">.</span><span class="n">chdir</span><span class="p">(</span><span class="s1">&#39;/Users/user/Documents/OUCRU/Graph_Genome&#39;</span><span class="p">)</span>

<span class="n">report</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;summarise.csv&quot;</span><span class="p">,</span><span class="n">sep</span><span class="o">=</span><span class="s2">&quot;</span><span class="se">\t</span><span class="s2">&quot;</span><span class="p">,</span><span class="n">names</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;gene&#39;</span><span class="p">,</span><span class="s2">&quot;read_count&quot;</span><span class="p">,</span><span class="s2">&quot;length&quot;</span><span class="p">,</span><span class="s2">&quot;coverage&quot;</span><span class="p">])</span>

<span class="c1"># dropping null value columns to avoid errors</span>
<span class="n">report</span><span class="o">.</span><span class="n">dropna</span><span class="p">(</span><span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># new data frame with split value columns</span>
<span class="n">new</span> <span class="o">=</span> <span class="n">report</span><span class="p">[</span><span class="s2">&quot;gene&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;_&quot;</span><span class="p">,</span> <span class="n">n</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="n">expand</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># making seperate first name column from new data frame</span>
<span class="n">report</span><span class="p">[</span><span class="s2">&quot;accession_id&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>

<span class="c1"># making seperate last name column from new data frame</span>
<span class="n">report</span><span class="p">[</span><span class="s2">&quot;prot&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
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<p>Short gun DNA sequence data for each reference genome is simulated from fasta file with 10000 reads. Then each of query genome is aligned to genome graph built up to check whether</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">report</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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    .dataframe tbody tr th:only-of-type {
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        text-align: right;
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>gene</th>
      <th>read_count</th>
      <th>length</th>
      <th>coverage</th>
      <th>accession_id</th>
      <th>prot</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>AF3267542_1C</td>
      <td>1269</td>
      <td>726</td>
      <td>726M</td>
      <td>AF3267542</td>
      <td>1C</td>
    </tr>
    <tr>
      <th>1</th>
      <td>AF3267542_2A</td>
      <td>769</td>
      <td>450</td>
      <td>1D449M</td>
      <td>AF3267542</td>
      <td>2A</td>
    </tr>
    <tr>
      <th>2</th>
      <td>AF3267542_1B</td>
      <td>1344</td>
      <td>765</td>
      <td>765M</td>
      <td>AF3267542</td>
      <td>1B</td>
    </tr>
    <tr>
      <th>3</th>
      <td>AF3267542_1A</td>
      <td>217</td>
      <td>207</td>
      <td>207M</td>
      <td>AF3267542</td>
      <td>1A</td>
    </tr>
    <tr>
      <th>4</th>
      <td>AF3267542_3A</td>
      <td>336</td>
      <td>255</td>
      <td>255M</td>
      <td>AF3267542</td>
      <td>3A</td>
    </tr>
  </tbody>
</table>
</div>
</div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># </span>
<span class="n">pd</span><span class="o">.</span><span class="n">crosstab</span><span class="p">(</span><span class="n">report</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">report</span><span class="p">[</span><span class="s1">&#39;prot&#39;</span><span class="p">],</span><span class="n">margins</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th>prot</th>
      <th>1A</th>
      <th>1B</th>
      <th>1C</th>
      <th>1D</th>
      <th>2A</th>
      <th>2B</th>
      <th>2C</th>
      <th>3A</th>
      <th>3C</th>
      <th>3D</th>
      <th>3Dpol</th>
      <th>VP1</th>
      <th>VP2</th>
      <th>VP3</th>
      <th>VP4</th>
      <th>capsid</th>
      <th>protease</th>
      <th>All</th>
    </tr>
    <tr>
      <th>accession_id</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>AF3267542</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AF3267612</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AF3267642</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217601</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217611</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217621</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217641</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217651</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217661</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217681</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217691</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY6974581</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY6974591</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY6974601</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
    </tr>
    <tr>
      <th>AY6974611</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>EF6673441</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>KU3558761</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>7</td>
    </tr>
    <tr>
      <th>KU3558771</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>7</td>
    </tr>
    <tr>
      <th>U058761</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>U225211</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>All</th>
      <td>8</td>
      <td>8</td>
      <td>8</td>
      <td>8</td>
      <td>18</td>
      <td>20</td>
      <td>20</td>
      <td>20</td>
      <td>20</td>
      <td>17</td>
      <td>2</td>
      <td>10</td>
      <td>10</td>
      <td>10</td>
      <td>10</td>
      <td>2</td>
      <td>2</td>
      <td>193</td>
    </tr>
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</table>
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<div class="prompt input_prompt">In&nbsp;[60]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">table</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">crosstab</span><span class="p">(</span><span class="n">report</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">report</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">margins</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;prot&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;read_count&#39;</span><span class="p">])</span><span class="c1">#,report.groupby([&#39;accession_id&#39;]).sum()[&#39;read_count&#39;])</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report3</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;prot&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;read_count&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;red&quot;</span><span class="p">)</span><span class="c1">#,report.groupby([&#39;accession_id&#39;]).sum()[&#39;read_count&#39;])</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report4</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;prot&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;read_count&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;blue&quot;</span><span class="p">)</span>
<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report5</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;prot&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;read_count&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;green&quot;</span><span class="p">)</span>
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<pre>[&lt;matplotlib.lines.Line2D at 0x125da87b8&gt;]</pre>
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<h3 id="Mixture-of-4-query-genomes">Mixture of 4 query genomes<a class="anchor-link" href="#Mixture-of-4-query-genomes">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">mix1</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;mixture1.csv&quot;</span><span class="p">,</span><span class="n">sep</span><span class="o">=</span><span class="s2">&quot;</span><span class="se">\t</span><span class="s2">&quot;</span><span class="p">,</span><span class="n">names</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;gene&#39;</span><span class="p">,</span><span class="s2">&quot;read_count&quot;</span><span class="p">,</span><span class="s2">&quot;length&quot;</span><span class="p">,</span><span class="s2">&quot;coverage&quot;</span><span class="p">])</span>
<span class="c1"># dropping null value columns to avoid errors</span>
<span class="n">mix1</span><span class="o">.</span><span class="n">dropna</span><span class="p">(</span><span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># new data frame with split value columns</span>
<span class="n">new</span> <span class="o">=</span> <span class="n">mix1</span><span class="p">[</span><span class="s2">&quot;gene&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;_&quot;</span><span class="p">,</span> <span class="n">n</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="n">expand</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># making seperate first name column from new data frame</span>
<span class="n">mix1</span><span class="p">[</span><span class="s2">&quot;accession_id&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>

<span class="c1"># making seperate last name column from new data frame</span>
<span class="n">mix1</span><span class="p">[</span><span class="s2">&quot;prot&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
<span class="n">mix1</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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  <thead>
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      <th></th>
      <th>gene</th>
      <th>read_count</th>
      <th>length</th>
      <th>coverage</th>
      <th>accession_id</th>
      <th>prot</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>KU3558771_protease</td>
      <td>711</td>
      <td>450</td>
      <td>450M</td>
      <td>KU3558771</td>
      <td>protease</td>
    </tr>
    <tr>
      <th>1</th>
      <td>AF3267642_1D</td>
      <td>1578</td>
      <td>873</td>
      <td>873M</td>
      <td>AF3267642</td>
      <td>1D</td>
    </tr>
    <tr>
      <th>2</th>
      <td>KU3558771_2C</td>
      <td>1897</td>
      <td>987</td>
      <td>1D986M</td>
      <td>KU3558771</td>
      <td>2C</td>
    </tr>
    <tr>
      <th>3</th>
      <td>AF3267612_2C</td>
      <td>1898</td>
      <td>987</td>
      <td>987M</td>
      <td>AF3267612</td>
      <td>2C</td>
    </tr>
    <tr>
      <th>4</th>
      <td>KU3558761_capsid</td>
      <td>1301</td>
      <td>765</td>
      <td>1D764M</td>
      <td>KU3558761</td>
      <td>capsid</td>
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<h3 id="Mixture-of-17-contamination-genomes-and-4-query-genomes">Mixture of 17 contamination genomes and 4 query genomes<a class="anchor-link" href="#Mixture-of-17-contamination-genomes-and-4-query-genomes">&#182;</a></h3>
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<p>Under this simulation case, 17 common contamination genomes are simulated with 10000 reads, no error and mutation rate and each read has length 100 bp. First, sample with 17 contamination genomes only are aligned by running this pipeline, result is as expected, no detection.</p>
<p>Then create new sample include these 17 contamination genomes and 4 query genomes above and run pipeline again. Result is displayed in table below. All 4 query genomes are subtyped correctly and same as sample contains only these 4 query genomes above.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">mix2</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;mixture2.csv&quot;</span><span class="p">,</span><span class="n">sep</span><span class="o">=</span><span class="s2">&quot;</span><span class="se">\t</span><span class="s2">&quot;</span><span class="p">,</span><span class="n">names</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;gene&#39;</span><span class="p">,</span><span class="s2">&quot;read_count&quot;</span><span class="p">,</span><span class="s2">&quot;length&quot;</span><span class="p">,</span><span class="s2">&quot;coverage&quot;</span><span class="p">])</span>
<span class="c1"># dropping null value columns to avoid errors</span>
<span class="n">mix2</span><span class="o">.</span><span class="n">dropna</span><span class="p">(</span><span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># new data frame with split value columns</span>
<span class="n">new</span> <span class="o">=</span> <span class="n">mix2</span><span class="p">[</span><span class="s2">&quot;gene&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;_&quot;</span><span class="p">,</span> <span class="n">n</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="n">expand</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># making seperate first name column from new data frame</span>
<span class="n">mix2</span><span class="p">[</span><span class="s2">&quot;accession_id&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>

<span class="c1"># making seperate last name column from new data frame</span>
<span class="n">mix2</span><span class="p">[</span><span class="s2">&quot;prot&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
<span class="n">mix2</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
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      <th></th>
      <th>gene</th>
      <th>read_count</th>
      <th>length</th>
      <th>coverage</th>
      <th>accession_id</th>
      <th>prot</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>KU3558761_3A</td>
      <td>320</td>
      <td>258</td>
      <td>258M</td>
      <td>KU3558761</td>
      <td>3A</td>
    </tr>
    <tr>
      <th>1</th>
      <td>AF3267612_1A</td>
      <td>212</td>
      <td>207</td>
      <td>207M</td>
      <td>AF3267612</td>
      <td>1A</td>
    </tr>
    <tr>
      <th>2</th>
      <td>KU3558771_2C</td>
      <td>1897</td>
      <td>987</td>
      <td>1D986M</td>
      <td>KU3558771</td>
      <td>2C</td>
    </tr>
    <tr>
      <th>3</th>
      <td>AF3267642_3D</td>
      <td>2413</td>
      <td>1386</td>
      <td>1386M</td>
      <td>AF3267642</td>
      <td>3D</td>
    </tr>
    <tr>
      <th>4</th>
      <td>AF3267612_3D</td>
      <td>2329</td>
      <td>1386</td>
      <td>1386M</td>
      <td>AF3267612</td>
      <td>3D</td>
    </tr>
  </tbody>
</table>
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<h4 id="False-detection">False detection<a class="anchor-link" href="#False-detection">&#182;</a></h4><p>The number of mature peptides detected for each species is shown below. There is no false dicovery between subtypes.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">table1</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">crosstab</span><span class="p">(</span><span class="n">mix1</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">mix2</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">margins</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="n">table1</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th>accession_id</th>
      <th>AF3267612</th>
      <th>AF3267642</th>
      <th>KU3558761</th>
      <th>KU3558771</th>
    </tr>
    <tr>
      <th>accession_id</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>AF3267612</th>
      <td>10</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AF3267642</th>
      <td>0</td>
      <td>10</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>KU3558761</th>
      <td>0</td>
      <td>0</td>
      <td>7</td>
      <td>0</td>
    </tr>
    <tr>
      <th>KU3558771</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>7</td>
    </tr>
  </tbody>
</table>
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<h1 id="Analysis-of-simulation-with-error-and-mutation-rate">Analysis of simulation with error and mutation rate<a class="anchor-link" href="#Analysis-of-simulation-with-error-and-mutation-rate">&#182;</a></h1>
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<h3 id="One-by-one-query-genome">One by one query genome<a class="anchor-link" href="#One-by-one-query-genome">&#182;</a></h3>
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<p>Error rate due to sequencing technology as well as mutation rate of viruses are taken into account when simulating the NGS data. Under this situation, three values of error rate and mutation rate at 0.1\%, 0.5\% and 1\%, respectively are used for simulated results. Results from these cases are compared to see how pipeline's performance in subtyping</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">report4</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;summarise3.csv&quot;</span><span class="p">,</span><span class="n">sep</span><span class="o">=</span><span class="s2">&quot;</span><span class="se">\t</span><span class="s2">&quot;</span><span class="p">,</span><span class="n">names</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;gene&#39;</span><span class="p">,</span><span class="s2">&quot;read_count&quot;</span><span class="p">,</span><span class="s2">&quot;length&quot;</span><span class="p">,</span><span class="s2">&quot;coverage&quot;</span><span class="p">])</span>

<span class="c1"># dropping null value columns to avoid errors</span>
<span class="n">report4</span><span class="o">.</span><span class="n">dropna</span><span class="p">(</span><span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># new data frame with split value columns</span>
<span class="n">new</span> <span class="o">=</span> <span class="n">report4</span><span class="p">[</span><span class="s2">&quot;gene&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;_&quot;</span><span class="p">,</span> <span class="n">n</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="n">expand</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># making seperate first name column from new data frame</span>
<span class="n">report4</span><span class="p">[</span><span class="s2">&quot;accession_id&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>

<span class="c1"># making seperate last name column from new data frame</span>
<span class="n">report4</span><span class="p">[</span><span class="s2">&quot;prot&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>

<span class="n">report4</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>gene</th>
      <th>read_count</th>
      <th>length</th>
      <th>coverage</th>
      <th>accession_id</th>
      <th>prot</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>AF3267542_3C</td>
      <td>1302</td>
      <td>549</td>
      <td>549M</td>
      <td>AF3267542</td>
      <td>3C</td>
    </tr>
    <tr>
      <th>1</th>
      <td>AF3267542_1A</td>
      <td>366</td>
      <td>207</td>
      <td>207M</td>
      <td>AF3267542</td>
      <td>1A</td>
    </tr>
    <tr>
      <th>2</th>
      <td>AF3267542_2A</td>
      <td>1286</td>
      <td>450</td>
      <td>450M</td>
      <td>AF3267542</td>
      <td>2A</td>
    </tr>
    <tr>
      <th>3</th>
      <td>AF3267542_1C</td>
      <td>1923</td>
      <td>726</td>
      <td>726M</td>
      <td>AF3267542</td>
      <td>1C</td>
    </tr>
    <tr>
      <th>4</th>
      <td>AF3267542_3A</td>
      <td>570</td>
      <td>255</td>
      <td>255M</td>
      <td>AF3267542</td>
      <td>3A</td>
    </tr>
  </tbody>
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<p>The result with mutation rate at 0.1\% and error rate are shown below. Number of mature peptides detected by this pipeline, compared to first case with 0\% mutation and error rate, is decreased from 193 to 176.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pd</span><span class="o">.</span><span class="n">crosstab</span><span class="p">(</span><span class="n">report2</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">report2</span><span class="p">[</span><span class="s1">&#39;prot&#39;</span><span class="p">],</span><span class="n">margins</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th>prot</th>
      <th>1A</th>
      <th>1B</th>
      <th>1C</th>
      <th>1D</th>
      <th>2A</th>
      <th>2B</th>
      <th>2C</th>
      <th>3A</th>
      <th>3C</th>
      <th>3D</th>
      <th>3Dpol</th>
      <th>VP1</th>
      <th>VP2</th>
      <th>VP3</th>
      <th>VP4</th>
      <th>capsid</th>
      <th>protease</th>
      <th>All</th>
    </tr>
    <tr>
      <th>accession_id</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>AF3267542</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
    </tr>
    <tr>
      <th>AF3267612</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AF3267642</th>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
    </tr>
    <tr>
      <th>AY4217601</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
    </tr>
    <tr>
      <th>AY4217611</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217621</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>8</td>
    </tr>
    <tr>
      <th>AY4217641</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY4217651</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
    </tr>
    <tr>
      <th>AY4217661</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
    </tr>
    <tr>
      <th>AY4217681</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>8</td>
    </tr>
    <tr>
      <th>AY4217691</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY6974581</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>AY6974591</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>8</td>
    </tr>
    <tr>
      <th>AY6974601</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>7</td>
    </tr>
    <tr>
      <th>AY6974611</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
    </tr>
    <tr>
      <th>EF6673441</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
    </tr>
    <tr>
      <th>KU3558761</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>6</td>
    </tr>
    <tr>
      <th>KU3558771</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>7</td>
    </tr>
    <tr>
      <th>U058761</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
    </tr>
    <tr>
      <th>U225211</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
    </tr>
    <tr>
      <th>All</th>
      <td>7</td>
      <td>8</td>
      <td>8</td>
      <td>6</td>
      <td>16</td>
      <td>19</td>
      <td>18</td>
      <td>17</td>
      <td>18</td>
      <td>17</td>
      <td>2</td>
      <td>9</td>
      <td>10</td>
      <td>10</td>
      <td>8</td>
      <td>2</td>
      <td>1</td>
      <td>176</td>
    </tr>
  </tbody>
</table>
</div>
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<p>Figure below shows the number of mature peptides detected by the pipeline for each query genome. As we can see, if there is 0.1\% mutation rate happen in whole genome, all species are still subtyped but there is decreas number of genes are subtyped.</p>
<p>All cases with different values of mutation rate and error rate are shown is figure below. The higher mutation rate or error rate, the lower the number of mature peptide of each query genome are detected. Especially, when the mutation rate is 1\% and error rate at 3\%, there are some species are not detected</p>
<p>Under this situation, there is no false detection also.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;accession_id&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()[</span><span class="s1">&#39;prot&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;blue&quot;</span><span class="p">)</span>

<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report2</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;accession_id&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()[</span><span class="s1">&#39;prot&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;red&quot;</span><span class="p">)</span>

<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report3</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;accession_id&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()[</span><span class="s1">&#39;prot&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;green&quot;</span><span class="p">)</span>

<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report4</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;accession_id&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()[</span><span class="s1">&#39;prot&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;yellow&quot;</span><span class="p">)</span>

<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report5</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;accession_id&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()[</span><span class="s1">&#39;prot&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</span><span class="p">)</span>

<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report6</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;accession_id&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()[</span><span class="s1">&#39;prot&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;.8&quot;</span><span class="p">)</span>

<span class="n">mpl</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">report7</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;accession_id&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()[</span><span class="s1">&#39;prot&#39;</span><span class="p">],</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;cyan&quot;</span><span class="p">)</span>
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
"
>
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<div class="prompt input_prompt">In&nbsp;[29]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">table2</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">crosstab</span><span class="p">(</span><span class="n">report2</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">report2</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">margins</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="n">table2</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
</pre></div>

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    <div class="prompt output_prompt">Out[29]:</div>


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    .dataframe thead th {
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th>accession_id</th>
      <th>AF3267542</th>
      <th>AF3267612</th>
      <th>AF3267642</th>
      <th>AY4217601</th>
      <th>AY4217611</th>
      <th>AY4217621</th>
      <th>AY4217641</th>
      <th>AY4217651</th>
      <th>AY4217661</th>
      <th>AY4217681</th>
      <th>AY4217691</th>
      <th>AY6974581</th>
      <th>AY6974591</th>
      <th>AY6974601</th>
      <th>AY6974611</th>
      <th>EF6673441</th>
      <th>KU3558761</th>
      <th>KU3558771</th>
      <th>U058761</th>
      <th>U225211</th>
    </tr>
    <tr>
      <th>accession_id</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>AF3267542</th>
      <td>9</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AF3267612</th>
      <td>0</td>
      <td>10</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AF3267642</th>
      <td>0</td>
      <td>0</td>
      <td>9</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217601</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217611</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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<p>Below result is from simulated with 1\% error rate and 1\% mutation rate for each of query genome, then each sample will run under the pipeline.</p>

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<div class="prompt input_prompt">In&nbsp;[67]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">report4</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;summarise4.csv&quot;</span><span class="p">,</span><span class="n">sep</span><span class="o">=</span><span class="s2">&quot;</span><span class="se">\t</span><span class="s2">&quot;</span><span class="p">,</span><span class="n">names</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;gene&#39;</span><span class="p">,</span><span class="s2">&quot;read_count&quot;</span><span class="p">,</span><span class="s2">&quot;length&quot;</span><span class="p">,</span><span class="s2">&quot;coverage&quot;</span><span class="p">])</span>

<span class="c1"># dropping null value columns to avoid errors</span>
<span class="n">report4</span><span class="o">.</span><span class="n">dropna</span><span class="p">(</span><span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># new data frame with split value columns</span>
<span class="n">new</span> <span class="o">=</span> <span class="n">report4</span><span class="p">[</span><span class="s2">&quot;gene&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;_&quot;</span><span class="p">,</span> <span class="n">n</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="n">expand</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="c1"># making seperate first name column from new data frame</span>
<span class="n">report4</span><span class="p">[</span><span class="s2">&quot;accession_id&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>

<span class="c1"># making seperate last name column from new data frame</span>
<span class="n">report4</span><span class="p">[</span><span class="s2">&quot;prot&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>

<span class="n">report4</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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    <div class="prompt output_prompt">Out[67]:</div>


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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
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        vertical-align: top;
    }

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        text-align: right;
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>gene</th>
      <th>read_count</th>
      <th>length</th>
      <th>coverage</th>
      <th>accession_id</th>
      <th>prot</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>AF3267542_1C</td>
      <td>1692</td>
      <td>726</td>
      <td>726M</td>
      <td>AF3267542</td>
      <td>1C</td>
    </tr>
    <tr>
      <th>1</th>
      <td>AF3267542_3D</td>
      <td>2329</td>
      <td>1386</td>
      <td>435M1D950M</td>
      <td>AF3267542</td>
      <td>3D</td>
    </tr>
    <tr>
      <th>2</th>
      <td>AF3267612_1A</td>
      <td>325</td>
      <td>207</td>
      <td>207M</td>
      <td>AF3267612</td>
      <td>1A</td>
    </tr>
    <tr>
      <th>3</th>
      <td>AF3267612_2B</td>
      <td>629</td>
      <td>297</td>
      <td>297M</td>
      <td>AF3267612</td>
      <td>2B</td>
    </tr>
    <tr>
      <th>4</th>
      <td>AF3267612_2A</td>
      <td>283</td>
      <td>450</td>
      <td>300M1D149M</td>
      <td>AF3267612</td>
      <td>2A</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">table4</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">crosstab</span><span class="p">(</span><span class="n">report4</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">report4</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">margins</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="n">table4</span>
</pre></div>

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    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th>accession_id</th>
      <th>AF3267542</th>
      <th>AF3267612</th>
      <th>AF3267642</th>
      <th>AY4217601</th>
      <th>AY4217611</th>
      <th>AY4217621</th>
      <th>AY4217641</th>
      <th>AY4217651</th>
      <th>AY4217661</th>
      <th>AY4217681</th>
      <th>AY4217691</th>
      <th>AY6974581</th>
      <th>AY6974591</th>
      <th>AY6974601</th>
      <th>AY6974611</th>
      <th>EF6673441</th>
      <th>KU3558761</th>
      <th>KU3558771</th>
      <th>U058761</th>
      <th>U225211</th>
    </tr>
    <tr>
      <th>accession_id</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>AF3267542</th>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AF3267612</th>
      <td>0</td>
      <td>5</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AF3267642</th>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217601</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217611</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217621</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217641</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217651</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217661</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217681</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY4217691</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY6974581</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY6974591</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY6974601</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>AY6974611</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>EF6673441</th>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
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      <th>KU3558761</th>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
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      <th>U058761</th>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
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<p>Subtypes are still detected when error rate at 3\% based on mature peptides detected. However, this can't be confirmed that which virus is presented in the sample due to homogeneity. The graph is constructed by viruses of interest only, thus, all other species or strains which might be contain same mature peptides not covered in the graph library could be potential species.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">table7</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">crosstab</span><span class="p">(</span><span class="n">report7</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">report7</span><span class="p">[</span><span class="s1">&#39;accession_id&#39;</span><span class="p">],</span><span class="n">margins</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">table7</span>
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      <th>AY4217641</th>
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      <th>AY4217661</th>
      <th>AY4217681</th>
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      <th>AY6974591</th>
      <th>AY6974601</th>
      <th>AY6974611</th>
      <th>EF6673441</th>
      <th>KU3558761</th>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
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      <td>0</td>
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      <td>0</td>
      <td>0</td>
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      <td>0</td>
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      <td>0</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
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      <td>0</td>
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      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
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      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
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      <td>0</td>
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      <td>5</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
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      <td>0</td>
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      <td>0</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
      <td>0</td>
      <td>0</td>
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      <td>0</td>
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      <td>0</td>
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      <td>0</td>
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      <td>5</td>
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      <td>3</td>
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      <td>1</td>
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      <td>46</td>
    </tr>
  </tbody>
</table>
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