Part_II_slide_deck_template.slides.html


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<title>Part_II_slide_deck_template slides</title>

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  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
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<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
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.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 */
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.highlight .nv { color: #19177C } /* Name.Variable */
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.highlight .sx { color: #008000 } /* Literal.String.Other */
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<h1 id="Prosper-loan-Data-Analysis">Prosper loan Data Analysis<a class="anchor-link" href="#Prosper-loan-Data-Analysis">&#182;</a></h1><h2 id="by-Joseph-Stanley">by Joseph Stanley<a class="anchor-link" href="#by-Joseph-Stanley">&#182;</a></h2>
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<h2 id="Investigation-Overview">Investigation Overview<a class="anchor-link" href="#Investigation-Overview">&#182;</a></h2><blockquote><p>In this investigation I  wanted to focus mainly on the apparent lending patterns of the company and how these may be related to peculiarities discovered in borrower profiles especially how the company's Lending Amount is particularly varied across various borrower profiles.</p>
</blockquote>
<h2 id="Dataset-Overview">Dataset Overview<a class="anchor-link" href="#Dataset-Overview">&#182;</a></h2><blockquote><p>This data set contains 113,937 loan listings by a loan company Prosper with 81 variables on each loan which are uniquely identified by a listing Key and are stored on Udacity's server.<br>
These loan variables include:</p>
<ul>
<li>The loan amount.</li>
<li>The borrower's APR (Total annual percentsge rate).</li>
<li>The status of the loan.</li>
<li>The borrower's stated monthy income and many others available</li>
</ul>
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<h2 id="Basic-Loan-Characteristics">Basic Loan Characteristics<a class="anchor-link" href="#Basic-Loan-Characteristics">&#182;</a></h2><p>Majority of the loans were currently being serviced or completed and  were listed on 36 and 60 month Terms. A very significant portion of these loans were also taken for debt consolidation i.e to offset other loans.</p>

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<pre>
<span class="ansi-red-fg">---------------------------------------------------------------------------</span>
<span class="ansi-red-fg">NameError</span>                                 Traceback (most recent call last)
<span class="ansi-green-fg">&lt;ipython-input-1-81265c39cbe8&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span><span class="ansi-blue-fg">()</span>
<span class="ansi-green-intense-fg ansi-bold">      1</span> <span class="ansi-red-fg">#count plot</span>
<span class="ansi-green-fg">----&gt; 2</span><span class="ansi-red-fg"> </span>base_color <span class="ansi-blue-fg">=</span> sns<span class="ansi-blue-fg">.</span>color_palette<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">[</span><span class="ansi-cyan-fg">0</span><span class="ansi-blue-fg">]</span>
<span class="ansi-green-intense-fg ansi-bold">      3</span> freq <span class="ansi-blue-fg">=</span> loan_data<span class="ansi-blue-fg">[</span><span class="ansi-blue-fg">&#39;LoanStatus&#39;</span><span class="ansi-blue-fg">]</span><span class="ansi-blue-fg">.</span>value_counts<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">)</span>
<span class="ansi-green-intense-fg ansi-bold">      4</span> gen_order <span class="ansi-blue-fg">=</span> freq<span class="ansi-blue-fg">.</span>index
<span class="ansi-green-intense-fg ansi-bold">      5</span> chart<span class="ansi-blue-fg">=</span>sns<span class="ansi-blue-fg">.</span>countplot<span class="ansi-blue-fg">(</span>data<span class="ansi-blue-fg">=</span> loan_data<span class="ansi-blue-fg">,</span> y<span class="ansi-blue-fg">=</span><span class="ansi-blue-fg">&#39;LoanStatus&#39;</span><span class="ansi-blue-fg">,</span> color<span class="ansi-blue-fg">=</span>base_color<span class="ansi-blue-fg">,</span> order<span class="ansi-blue-fg">=</span>gen_order<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">;</span>

<span class="ansi-red-fg">NameError</span>: name &#39;sns&#39; is not defined</pre>
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<h2 id="Borrowers'-profiles">Borrowers' profiles<a class="anchor-link" href="#Borrowers'-profiles">&#182;</a></h2><p>The borrowers were mostly employed persons with only a tiny fraction of them being unemployed and retired. The borrowers APR which is a percentage representation of the sum total ionterest a borrower was made to pay per loan on a histogram  has a unimodal distribution that is skewed to the right with a very sharp spike at around 0.36%.</p>

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wcAAKDucSmwpaena9OmTRowYIAkyTAMbd++XeHh4ZKkmJgYJSUlSZKSk5MVExMjSQoPD1dqaqoMw1BSUpIiIiLk6ekpf39/tWzZUnv37nVHnwAAAOoUlwLb888/r8mTJ6tBg8LVMzMz5ePjIw8PD0mS1WqV3W6XJNntdrVo0UKS5OHhIW9vb2VmZsput8tqtTr32bx5c+c2AAAAKJtHRSts3LhR11xzjdq1a6cdO3aUuZ7FYpFUOPpW2mtlLa9Is2beFa6DslG/yqF+l4/aVQ71qxzqVzlVUT/+DapWhYFt9+7dSk5O1pYtW5Sbm6szZ87oueeeU05OjhwOhzw8PJSeni4/Pz9JhaNtJ06ckNVqlcPh0OnTp+Xr6yur1ar09HTnfu12u3Ob8pw8eboS3avfmjXzpn6VQP0uH7WrHOpXOdSvcqqqfvXx38CdIbXCKdFJkyZpy5YtSk5O1pw5cxQUFKSXX35ZnTt31tq1ayVJ8fHxstlskiSbzab4+HhJ0tq1axUUFCSLxSKbzabExETl5eXp+PHjOnr0qO644w63dQwAAKCuuOz7sE2ePFmvv/66QkNDlZWVpYEDB0qSBgwYoKysLIWGhur111/Xn//8Z0lS69at1atXL/Xu3VujR4/WtGnT1LBhw6rpBQAAQB1mMUo7ucxE6uOQalVhWqByqN/lo3aVQ/0qh/pVjqv1e+iF5HJf//cUW1U1qdao0SlRAAAA1CwCGwAAgMkR2AAAAEyOwAYAAGByBDYAAACTI7ABAACYHIENAADA5AhsAAAAJkdgAwAAMDkCGwAAgMkR2AAAAEyOwAYAAGByBDYAAACTI7ABAACYHIENAADA5AhsAAAAJkdgAwAAMDkCGwAAgMkR2AAAAEyOwAYAAGByBDYAAACTI7ABAACYHIENAADA5AhsAAAAJkdgAwAAMDkCGwAAgMkR2AAAAEyOwAYAAGByBDYAAACTI7ABAACYHIENAADA5AhsAAAAJkdgAwAAMDkCGwAAgMkR2AAAAEyOwAYAAGByBDYAAACTI7ABAACYHIENAADA5DxqugEA6raHXkgu9/V/T7FVU0sAoPZihA0AAMDkCGwAAAAmR2ADAAAwOQIbAACAyRHYAAAATI7ABgAAYHIENgAAAJMjsAEAAJgcgQ0AAMDkCGwAAAAmV+GjqXJzc/Xggw8qLy9PBQUFCg8PV2xsrI4fP64nnnhC2dnZuvXWW/Xiiy/K09NTeXl5+stf/qJ9+/bJ19dXr7zyim644QZJ0pIlSxQXF6cGDRro6aef1j333OP2DgK1HY92AgBUOMLm6empN998Ux988IESEhK0detW7dmzR7Nnz9aIESO0bt06+fj4KC4uTpK0YsUK+fj4aP369RoxYoRmz54tSfruu++UmJioxMRELVu2TDNmzFBBQYF7ewcAAFAHVBjYLBaLrr76akmSw+GQw+GQxWLR9u3bFR4eLkmKiYlRUlKSJCk5OVkxMTGSpPDwcKWmpsowDCUlJSkiIkKenp7y9/dXy5YttXfvXnf1CwAAoM6ocEpUkgoKCtSvXz8dO3ZMDzzwgPz9/eXj4yMPj8LNrVar7Ha7JMlut6tFixaFO/fwkLe3tzIzM2W323XnnXc699m8eXPnNgAAXIzTAYDfuBTYGjZsqFWrViknJ0fjx4/X4cOHS6xjsVgkSYZhlPpaWcsr0qyZtytNRBmoX+XUhvqZtY2utsus7a9p1KVi5dWI+lVOVdSPf4Oq5VJgK+Lj46POnTtrz549ysnJkcPhkIeHh9LT0+Xn5yepcLTtxIkTslqtcjgcOn36tHx9fWW1WpWenu7cl91ud25TnpMnT19il1CkWTNv6lcJtaV+ZmzjpdTOjO2vabXl2KtpZdWI+lVOVdWvPv4buDOkVngO26lTp5STkyNJOnfunD755BO1atVKnTt31tq1ayVJ8fHxstkKh6ZtNpvi4+MlSWvXrlVQUJAsFotsNpsSExOVl5en48eP6+jRo7rjjjvc1S8AAIA6o8IRtoyMDE2ZMkUFBQUyDEN/+MMfdN999+mWW27R448/rrlz5+r3v/+9Bg4cKEkaMGCAJk+erNDQUDVp0kSvvPKKJKl169bq1auXevfurYYNG2ratGlq2LChe3sHAABQB1QY2Nq2bauEhIQSy/39/Z238rhQ48aNNW/evFL3NXbsWI0dO/YymgkAAFB/XdI5bAAAoH6o6CpdVC8eTQUAAGByBDYAAACTY0oUgKlx81QAYIQNAADA9AhsAAAAJseUKFBJTNkBANyNwAbUcQRKAKj9mBIFAAAwOUbYgBrGzSkBABVhhA0AAMDkCGwAAAAmR2ADAAAwOQIbAACAyRHYAAAATI7ABgAAYHIENgAAAJMjsAEAAJgcN86F2/FoJAAAKofABlSAJxEAAGoagQ31HoEMAGB2BDYA5WJKGwBqHhcdAAAAmByBDQAAwOSYEgVqOc7BgzuVd3wxHQ5UHwIbUM8R+ADA/JgSBQAAMDkCGwAAgMkR2AAAAEyOwAYAAGByBDYAAACT4ypRAJXCVaYA4H6MsAEAAJgcI2wA6jWelQqgNiCwAUANIjACcAVTogAAACZHYAMAADA5AhsAAIDJEdgAAABMjosOAAB1Ehd0oC4hsKHW45cyAKCuI7Chxrk7cHEnfgBAbUdgA1CjzB6oGcEFYAYENsDNzB5IAADmx1WiAAAAJkdgAwAAMDkCGwAAgMkR2AAAAEyOwAYAAGByXCUKoFbjKlwA9UGFge3EiRP6y1/+op9++kkNGjTQoEGDNHz4cGVlZenxxx/XDz/8oOuvv15z585VkyZNZBiGnnvuOW3evFlXXHGFXnjhBd12222SpPj4eC1evFiSNHbsWMXExLi3dwBQwwiUAKpChYGtYcOGmjJlim677TadOXNG/fv3V0hIiN5//30FBwfr4Ycf1tKlS7V06VJNnjxZW7Zs0dGjR7Vu3Tp98cUXmj59ulasWKGsrCwtWLBAK1eulMViUb9+/WSz2dSkSZPq6CdqMT7wAAD1XYXnsPn5+TlHyLy8vHTzzTfLbrcrKSlJ0dHRkqTo6Ght2LBBkpzLLRaLAgMDlZOTo4yMDKWkpCgkJES+vr5q0qSJQkJCtHXrVjd2DQAAoG64pIsO0tLStH//ft155536+eef5efnJ6kw1J06dUqSZLfbZbVandtYrVbZ7fYSy5s3by673V4VfQAAAKjTXL7o4JdfflFsbKyefPJJeXl5lbmeYRglllksljKXV6RZM29Xm4hSUD/Avdz9M2bmn+HKti1q0iq3vb8rbTNzbWtaVdSG+lYtlwJbfn6+YmNjFRUVpbCwMEnStddeq4yMDPn5+SkjI0PXXHONpMIRtfT0dOe26enp8vPzk9Vq1c6dO53L7Xa7OnXqVOF7nzx5+pI6hN80a+ZN/QA3c/fPmJl/hmu6bWW9v6u/+2q6/WZVVZ8d9bG+7gypFU6JGoahp556SjfffLNGjhzpXG6z2ZSQkCBJSkhIUI8ePYotNwxDe/bskbe3t/z8/NS1a1elpKQoOztb2dnZSklJUdeuXd3ULQAAgLqjwhG2Xbt2adWqVWrTpo369u0rSXriiSf08MMPa+LEiYqLi1OLFi306quvSpLuvfdebd68WaGhobryyiv1/PPPS5J8fX01btw4DRgwQJI0fvx4+fr6uqtfAAAAdUaFge3uu+/WwYMHS33tzTffLLHMYrHomWeeKXX9AQMGOAMbAAAAXMOjqQAAAEyOR1MBgIlVdOPof0+xVVNLANQkRtgAAABMjsAGAABgcgQ2AAAAkyOwAQAAmByBDQAAwOQIbAAAACbHbT0AoBIquu0GAFQFRtgAAABMjsAGAABgcgQ2AAAAkyOwAQAAmByBDQAAwOQIbAAAACZHYAMAADA5AhsAAIDJEdgAAABMjsAGAABgcgQ2AAAAk+NZogBQi1X0LNN/T7FVU0sAuBMjbAAAACbHCBsqraK/8AEAQOUwwgYAAGByBDYAAACTI7ABAACYHOewmURlzwNz55VgnKMGAEDNIrABAGqlyv4xyS1RUJsQ2ACgHmMEHagdOIcNAADA5BhhAwC4BaN3qAymrItjhA0AAMDkCGwAAAAmR2ADAAAwOc5hqyPKm+uvb/P8AADUNYywAQAAmBwjbAAAuAFXOaIqMcIGAABgcgQ2AAAAkyOwAQAAmByBDQAAwOQIbAAAACZHYAMAADA5busBAIAJcVsQXIgRNgAAAJMjsAEAAJgcU6LVpKKhbQAAgLIQ2ACgDuOPRaBuYEoUAADA5AhsAAAAJldhYJs6daqCg4MVGRnpXJaVlaWRI0cqLCxMI0eOVHZ2tiTJMAzNnDlToaGhioqK0r59+5zbxMfHKywsTGFhYYqPj3dDVwAAAOqmCgNbv379tGzZsmLLli5dquDgYK1bt07BwcFaunSpJGnLli06evSo1q1bp7///e+aPn26pMKAt2DBAv3vf//TihUrtGDBAmfIAwAAQPkqvOigY8eOSktLK7YsKSlJb731liQpOjpaQ4cO1eTJk5WUlKTo6GhZLBYFBgYqJydHGRkZ2rlzp0JCQuTr6ytJCgkJ0datW4uN2gEAYCbcuBZmclnnsP3888/y8/OTJPn5+enUqVOSJLvdLqvV6lzParXKbreXWN68eXPZ7fbKtBsAAKDeqNLbehiGUWKZxWIpc7krmjXzrnS76jtqCMAd6vvvlsr2v6a3d/e+3X181Lfj77IC27XXXquMjAz5+fkpIyND11xzjaTCEbX09HTneunp6fLz85PVatXOnTudy+12uzp16uTSe508efpymogLUEMA7lDff7dUtv81vX1ZmjXzrpJ9u/v4MOPx584QeVlTojabTQkJCZKkhIQE9ejRo9hywzC0Z88eeXt7y8/PT127dlVKSoqys7OVnZ2tlJQUde3atep6AQAAUIdVOML2xBNPaOfOncrMzFS3bt00YcIEPfzww5o4caLi4uLUokULvfrqq5Kke++9V5s3b1ZoaKiuvPJKPf/885IkX19fjRs3TgMGDJAkjR8/3nkBAgAAAMpXYWCbM2dOqcvffPPNEsssFoueeeaZUtcfMGCAM7ABAAD34irXuoUnHQAAAJgcD38HD4cGcFn43QFUH0bYAAAATI7ABgAAYHJMiQIAUA8xpV27MMIGAABgcgQ2AAAAk2NKFACAy8CUIqoTI2wAAAAmxwgbAAC1ECN89QsjbAAAACbHCFsV4S8dAADgLoywAQAAmByBDQAAwOSYEgUAoAZwKg0uBSNsAAAAJscIWz3AX3EAANRuBLb/r6JQ8+8ptmpqCQAAQHFMiQIAAJgcgQ0AAMDkCGwAAAAmR2ADAAAwOQIbAACAyRHYAAAATI7ABgAAYHIENgAAAJMjsAEAAJgcTzpwEY93AgAANYURNgAAAJMjsAEAAJgcgQ0AAMDkCGwAAAAmR2ADAAAwOQIbAACAyRHYAAAATI7ABgAAYHLcOBcAAFS5im44/+8ptmpqSd1AYAMAALVOfQuE9Saw8WgpAABQW3EOGwAAgMkR2AAAAEyu3kyJAgAAFKlt58AxwgYAAGByBDYAAACTI7ABAACYHOewAQCAasftti4NI2wAAAAmxwgbAADARcx2FSkjbAAAACZXZ0bYmAsHAABF6louqPYRti1btig8PFyhoaFaunRpdb89AABArVOtga2goEDPPvusli1bpsTERH300Uf67rvvqrMJAAAAtU61Bra9e/eqZcuW8vf3l6enpyIiIpSUlFSdTQAAAKh1qvUcNrvdLqvV6vy+efPm2rt3b5nrR01aVR3NAgAAuCSlnSP34ct93fZ+1RrYDMMoscxisZS5vjs7DgAAUFtU65So1WpVenq683u73S4/P7/qbAIAAECtU62B7fbbb9fRo0d1/Phx5eXlKTExUTZb9d54DgAAoLap1ilRDw8PTZs2TaNHj1ZBQYH69++v1q1bV2cTAAAAah2LUdqJZQAAADANHk0FAABgcgQ2AAAAk6uWwFbR46jy8vI0ceJEhYaGauDAgUpLS5MkpaWl6Y477lDfvn3Vt29fTZs2zbn+qFGjFBkZqXfeece5n7/97W/6+uuvq6NL1aqi+n366aeKiYnRrbfeqjVr1hR7LT4+XmFhYQoLC1N8fLy+jgpsAAANXUlEQVQk6nex8ur3+9//3nn8jRkzxrl80qRJioqK0pw5c5zLFi5cqA0bNrivIzWgotq9/vrr6t27t6KiojR8+HD98MMPztc49ipXv/p+7EkV1++9995TVFSU+vbtq/vvv7/Yk3OWLFmi0NBQhYeHa+vWrZKkU6dO6f7771dkZGSxeo0dO1Z2u939HapGl1s7PncLufoYzTVr1iggIEBffvmlc5nbjj3DzRwOh9GjRw/j2LFjRm5urhEVFWV8++23xdZ5++23jb/97W+GYRjGRx99ZDz22GOGYRjG8ePHjYiIiBL73LBhgzFnzhyjoKDA6NOnj2EYhrF//37jySefdHNvqp8r9Tt+/Lixf/9+Y/Lkycbq1audyzMzMw2bzWZkZmYaWVlZhs1mM7Kysqifi/UzDMMIDAwssc/9+/cbTzzxhGEYhnH//fcbOTk5ht1uNx555BH3daQGuFK71NRU49dffzUMwzDeeecd588ux17l6mcY9fvYMwzX6nf69Gnn1xs2bDAeeughwzAM49tvvzWioqKM3Nxc49ixY0aPHj0Mh8NhvPnmm8Z///tf4/Tp08bgwYMNwzCMpKQkY/78+dXXsWpQmdrxueta/QyjsIYPPPCAMXDgQGPv3r2GYbj32HP7CJsrj6NKTk5WTEyMJCk8PFypqaml3mS3iIeHh86dOyeHw+FcNnfuXMXGxrqnEzXIlfrdcMMNatu2rRo0KP7PmZKSopCQEPn6+qpJkyYKCQnR1q1bqZ+L9StLo0aNlJubq/Pnzys/P18NGjTQvHnz6lz9XKldUFCQrrzySklSYGCg8z6LHHuVq19Z6suxJ7lWPy8vL+fXZ8+edd6IPSkpSREREfL09JS/v79atmypvXv3Oo+/vLw8NWjQQA6HQ2+++aZGjRpVrX1zt8rUriz87JZ8jOarr76q0aNHq3Hjxs5l7jz23B7YSnsc1cXDf3a7XS1atJBUeFB4e3srMzNTUuHwbHR0tIYMGaLPPvtMkhQSEqKffvpJgwYN0ujRo5WUlKR27dqpefPm7u5OtXOlfpe6LfVzfeojNzdX/fr106BBg5zD2K1atVKLFi0UExOjXr166dixYzIMQ7feemuVt78mXWrt4uLi1K1bt3K35dhzrX5S/T72JNfr984776hnz5566aWX9PTTT5e7bVRUlFJSUjR69GhNmDBB7777rqKjo52hua6oTO0kPnddqd/XX3+t9PR03XfffS5tWxXHntvvw1baSNnFSb6sdfz8/LRx40Y1bdpUX331lcaPH6/ExER5eXnp5ZdfliTl5+dr1KhRWrx4sWbNmqUTJ06ob9++6tGjh3s6VM1cqd+lbuvh4UH9XLRx40Y1b95cx48f1/Dhw9WmTRvdeOONeuqpp5zrjBkzRjNmzNDixYt14MABhYSEaNCgQVXS/pp0KbVbtWqVvvrqK7399tvlbsux51r9pPp97Emu1+/BBx/Ugw8+qA8//FCLFy/WP/7xjzK39fb2dp6PlJ2drddee03z58/X008/rZycHI0cOVLt27ev+s5Us8rUjs/diut3/vx5zZo1S7NmzXJ526o49tw+wubK46isVqtOnDghSXI4HDp9+rR8fX3l6emppk2bSpLatWunG2+8UUeOHCm27bvvvquYmBjt2bNHjRo10iuvvKLFixe7uVfVpzKP83JlW+pXvqK/Hv39/dWpU6cSJ9du2LBB7dq109mzZ/Xtt9/q1Vdf1apVq3T27Nmq6UANcrV2n3zyif75z39q8eLF8vT0dHlbjr1CpdVPqt/HnnTpP7sRERHOkUhXtl24cKHGjBmjxMRE3XbbbXr++eeLXchRm1WmdnzuVly/X375Rd98842GDRsmm82mPXv2aOzYsfryyy/deuy5PbC58jgqm83mvIps7dq1CgoKksVi0alTp1RQUCBJOn78uI4ePSp/f3/ndtnZ2dq0aZOio6N19uxZNWjQQBaLRbm5ue7uVrWpzOO8unbtqpSUFGVnZys7O1spKSnq2rWr83XqV77s7Gzl5eVJKrzCZ/fu3brlllucr+fn52v58uUaNWqUzp075/wLrOj8otrOldp9/fXXmjZtmhYvXqxrr73WuZxjr3L1q+/HnuRa/Y4ePer8etOmTWrZsqWkws+UxMRE5eXlOT877rjjjmLbZWRkqFOnTs7jT5Kz5rVdZWrH527F9fP29taOHTuUnJys5ORkBQYGavHixbr99tvde+xd3jUUl2bTpk1GWFiY0aNHD2PRokWGYRjG3LlzjQ0bNhiGYRjnzp0zJkyYYPTs2dPo37+/cezYMcMwDGPNmjVG7969jaioKCM6OtpISkoqtt/nnnvO2LFjh3MfI0eONHr37m0sX768OrpVbSqq3xdffGHcc889xp133ml06tTJ6N27t3PbFStWGD179jR69uxpxMXFFdsv9Su/frt27TIiIyONqKgoIzIy0vjf//5XbL+vv/668f777xuGYRjnz583Hn/8cSMyMtJ48cUXq7F37lVR7YYPH24EBwcbffr0Mfr06VPsakWOvcuvH8deoYrq9/e//93o3bu30adPH2PIkCHGN99849x20aJFRo8ePYywsDBj06ZNxfYbGxtrHDlyxDAMw/jpp5+MwYMHG7179zbWrFlTPR2rBpdbOz53C1VUvwsNGTLEeZWoYbjv2OPRVAAAACbHkw4AAABMjsAGAABgcgQ2AAAAkyOwAQAAmByBDQAAwOTc/qQDAPWLzWaTp6enGjdurNzcXN1999165pln1KhRo5puWpWYP3++rr/+evXr16/U1w8dOqTevXtr6tSpGjFiRLHt3n33Xfn5+Sk3N1d33XWXpk+fLk9PT2fNPD09lZ+fr4ceekgDBw6sph4BqA0YYQNQ5ebNm6dVq1YpMTFR3333ndavX39J21/4gOnylrlLZd4rLi5OQUFBWrlyZYnXoqOjtWrVKn3wwQc6dOiQ/vOf/zhfmzdvnj744AO9+uqrmjFjxiU98xZA3UdgA+A2ubm5ys3NlY+Pj6TCR7pMnTpVkZGRioyMdD5bT5KGDh2qOXPmaPjw4Ro3bpzS0tLUuXNnzZ8/X/fff79WrFhR5vaHDx9WRESEpMKw1aFDBy1btkyS9PHHH2vSpEmSpIyMDMXGxmrAgAGKiorSP//5T+f722w2LVy4UEOHDtW0adN0+PBhDR48WH369FFkZKT+9a9/SZKuuuoqXXHFFaX21+Fw6MMPP9Szzz6r3Nxcffnll6Wu5+npqQ4dOpR45I8ktWnTRj4+PgQ2AMUwJQqgysXGxqpx48Y6duyYunbt6nws1aJFi3T+/Hl9+OGH+uWXXzR48GAFBATo3nvvlSR98803+te//iUPDw+lpaUpKytLrVq10oQJEyRJL730UpnbnzlzRhkZGfrhhx/UunVrpaamavTo0dq+fbuCgoIkSX/96181btw4dezYUXl5eRoxYoRuv/12hYSESJJOnjypt956S5I0c+ZMdevWTePHj5dU+EgeSRo1alSZ/S56xE/Lli0VExOjlStX6vbbby+x3unTp7Vt2zYNGTKkxGu7du1S06ZN1bZt28uqPYC6iRE2AFWuaEp0+/btys3N1RtvvCFJSk1N1cCBA2WxWOTl5aWIiAilpqY6t4uKipKHx29/RzZu3Fi9evVyfl/e9p07d1Zqaqo++eQTDR48WOnp6crLy9Mnn3yioKAg/frrr9q5c6dmzpypvn37auDAgcrIyNChQ4ec+4+OjnZ+3bFjR61cuVJz585Vamqqc5SwPHFxcYqJiXHua/Xq1cWesZiQkKC+fftq2LBh6t69u/r37+98LTY2VuHh4Ro6dKgmTZpU7EHwAMAIGwC3ady4sbp3765NmzZpxIgRMgzD+aDyIhd+f9VVVxV77corryz2ennbBwcHa/v27UpLS9NLL72kTz/9VImJiZIkf39/nTlzRhaLRXFxcWVeAHHh+4eHhyswMFDbtm3Ta6+9ppUrV2r27Nll9vWnn37Stm3bdODAAS1atEiSdPbsWa1bt05RUVGSCkPcX//611K3nzdvntq0aaPVq1dr8uTJWrt2ra677roy3w9A/cIIGwC3OX/+vD799FPddNNNkqQuXbooLi5OhmHozJkz+vjjjxUcHOzy/srbPjg4WFu3blV2drasVqu6dOmi+fPnO6dDvby81KFDh2LnzZ04cUInT54s9b2+//57NWvWTP369dP48ePLPB+tSHx8vMLDw7Vp0yYlJycrOTlZzz//fKkXH5SnV69eCgkJKdZOACCwAahysbGx6tu3ryIjI3X+/HnneWDjxo2TYRiKiorSH//4R/Xp00fdunVzeb/lbW+1WnX11VerQ4cOkqSgoCD9+OOPzsAmSbNnz9ahQ4cUFRWlqKgoPf7448rJySn1vVavXq2oqChFR0dr5syZevLJJ8ttW3x8vHMkrUiPHj305ZdfKi0tzeU+StKkSZO0cuXKMsMkgPrHYhiGUdONAAAAQNkYYQMAADA5AhsAAIDJEdgAAABMjsAGAABgcgQ2AAAAkyOwAQAAmByBDQAAwOQIbAAAACb3/wBrQfW3tFuk2wAAAABJRU5ErkJggg==
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<h2 id="Prosper-ratings-vs-positive-and-negative-Estimated-Return-Loans.">Prosper ratings vs positive and negative Estimated Return Loans.<a class="anchor-link" href="#Prosper-ratings-vs-positive-and-negative-Estimated-Return-Loans.">&#182;</a></h2><p>The company's risk grading of borrowers which is the Prosper rating when plotted against the company's estimated returns on the loans would first reveal that some loan have negative Estimated Returns of up to 0.2%. Representing these two different categories of Estimated returns would go further to reveal that loans with positive Estimaeed returns had prosper ratings spread from 1 - 7 representing bith high risk and low risk borrowers. Whereas, the loans with negative estimated returns were acquired by high risk borrowers with prosper rating of 1.</p>

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<h2 id="Loan-Amount-and-Loan-Term-by-Borrower-APR-and-Employment-Status.">Loan Amount and Loan Term by Borrower APR and Employment Status.<a class="anchor-link" href="#Loan-Amount-and-Loan-Term-by-Borrower-APR-and-Employment-Status.">&#182;</a></h2><p>A facet grid of these two Loan variables and two borrower characteristics would reveal a pattern that almost all the borrowers regardless of Employment status often times preferred taking longer term loans with most of the loans falling in the 36 month term category. There was also a maximum confinement on 36 months Term loans at around 25,000USD for almost all borrower employment status except borrowers in the Employed category who had dense points above that amount.</p>

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>
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<pre>[NbConvertApp] Converting notebook Part_II_slide_deck_template.ipynb to slides
[NbConvertApp] Writing 780771 bytes to Part_II_slide_deck_template.slides.html
[NbConvertApp] Redirecting reveal.js requests to https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0
Serving your slides at http://127.0.0.1:8000/Part_II_slide_deck_template.slides.html
Use Control-C to stop this server
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: x-www-browser: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: firefox: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: iceweasel: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: seamonkey: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: mozilla: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: epiphany: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: konqueror: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: chromium-browser: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: google-chrome: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: www-browser: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: links2: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: elinks: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: links: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: lynx: not found
/usr/bin/xdg-open: 778: /usr/bin/xdg-open: w3m: not found
xdg-open: no method available for opening &#39;http://127.0.0.1:8000/Part_II_slide_deck_template.slides.html&#39;
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">

</div></section></section>
</div>
</div>

<script>

require(
    {
      // it makes sense to wait a little bit when you are loading
      // reveal from a cdn in a slow connection environment
      waitSeconds: 15
    },
    [
      "https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/lib/js/head.min.js",
      "https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/js/reveal.js"
    ],

    function(head, Reveal){

        // Full list of configuration options available here: https://github.com/hakimel/reveal.js#configuration
        Reveal.initialize({
            controls: true,
            progress: true,
            history: true,

            transition: "slide",

            // Optional libraries used to extend on reveal.js
            dependencies: [
                { src: "https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/lib/js/classList.js",
                  condition: function() { return !document.body.classList; } },
                { src: "https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/plugin/notes/notes.js",
                  async: true,
                  condition: function() { return !!document.body.classList; } }
            ]
        });

        var update = function(event){
          if(MathJax.Hub.getAllJax(Reveal.getCurrentSlide())){
            MathJax.Hub.Rerender(Reveal.getCurrentSlide());
          }
        };

        Reveal.addEventListener('slidechanged', update);

        function setScrollingSlide() {
            var scroll = false
            if (scroll === true) {
              var h = $('.reveal').height() * 0.95;
              $('section.present').find('section')
                .filter(function() {
                  return $(this).height() > h;
                })
                .css('height', 'calc(95vh)')
                .css('overflow-y', 'scroll')
                .css('margin-top', '20px');
            }
        }

        // check and set the scrolling slide every time the slide change
        Reveal.addEventListener('slidechanged', setScrollingSlide);

    }

);
</script>

</body>


</html>