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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">
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.highlight  { background: #f8f8f8; }
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.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
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.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
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.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
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.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
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<h1 id="Bay-wheels-System-Data-Analysis">Bay wheels System Data Analysis<a class="anchor-link" href="#Bay-wheels-System-Data-Analysis">&#182;</a></h1><h2 id="by-Victoria-Perez-Mola">by Victoria Perez Mola<a class="anchor-link" href="#by-Victoria-Perez-Mola">&#182;</a></h2>
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<h2 id="Investigation-Overview">Investigation Overview<a class="anchor-link" href="#Investigation-Overview">&#182;</a></h2><p>This investigation performs a visual exploration on a dattaset that includes information about individual rides made in a bike-sharing system covering the greater San Francisco Bay area.</p>
<p>The main question behind this investigations is <strong>When are the users using the bikes the most?</strong></p>
<p>We want to understand the following questions:</p>
<p>🚴‍♂️ <em>Is there any peak on the rides any particular time of the day?</em></p>
<p>🚴‍♂️ <em>Does this varies weekdays vs weekends?</em></p>
<p>🚴‍♂️ <em>Does the season of the year affects the frequency of the rides?</em></p>
<p>🚴‍♂️ <em>Does any of this variables affect the duration of the rides?</em></p>
<p>🚴‍♂️ <em>Does this has any relation with the user type?</em></p>

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<h2 id="Dataset-Overview">Dataset Overview<a class="anchor-link" href="#Dataset-Overview">&#182;</a></h2><p>The dataset chosen to perform an analysis is the <a href="https://www.lyft.com/bikes/bay-wheels/system-data">Bay wheels (ex Ford GoBike) System Data</a>.</p>
<h1 id="2,8-Million-rides-from-March-2019-to-February-2020">2,8 Million rides from March 2019 to February 2020<a class="anchor-link" href="#2,8-Million-rides-from-March-2019-to-February-2020">&#182;</a></h1><p>Each trip is anonymized and includes:</p>
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<li>Trip Duration (seconds)              </li>
<li>Start Time and Date                  </li>
<li>End Time and Date</li>
<li>Start Station ID                     </li>
<li>Start Station Name</li>
<li>Start Station Latitude               </li>
<li>Start Station Longitude</li>
<li>End Station ID                       </li>
<li>End Station Name</li>
<li>End Station Latitude                 </li>
<li>End Station Longitude</li>
<li>Bike ID                              </li>
<li>User Type (Subscriber or Customer)</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#set color palette for visualizations</span>
<span class="n">base_color</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">color_palette</span><span class="p">()[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">secondary_color</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">color_palette</span><span class="p">()[</span><span class="mi">4</span><span class="p">]</span>


<span class="c1"># set labels for graphs</span>
<span class="n">day_labels</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Monday&#39;</span><span class="p">,</span> <span class="s1">&#39;Tuesday&#39;</span><span class="p">,</span> <span class="s1">&#39;Wednesday&#39;</span><span class="p">,</span> <span class="s1">&#39;Thursday&#39;</span><span class="p">,</span> <span class="s1">&#39;Friday&#39;</span><span class="p">,</span> <span class="s1">&#39;Saturday&#39;</span><span class="p">,</span> <span class="s1">&#39;Sunday&#39;</span><span class="p">]</span>
<span class="n">month_labels</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Jan&#39;</span><span class="p">,</span> <span class="s1">&#39;Feb&#39;</span><span class="p">,</span><span class="s1">&#39;Mar&#39;</span><span class="p">,</span><span class="s1">&#39;Apr&#39;</span><span class="p">,</span> <span class="s1">&#39;May&#39;</span><span class="p">,</span> <span class="s1">&#39;Jun&#39;</span><span class="p">,</span> <span class="s1">&#39;Jul&#39;</span><span class="p">,</span><span class="s1">&#39;Aug&#39;</span><span class="p">,</span><span class="s1">&#39;Sep&#39;</span><span class="p">,</span><span class="s1">&#39;Oct&#39;</span><span class="p">,</span><span class="s1">&#39;Nov&#39;</span><span class="p">,</span><span class="s1">&#39;Dec&#39;</span><span class="p">]</span>
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<h1 id="When-are-the-rides-taking-place?">When are the rides taking place?<a class="anchor-link" href="#When-are-the-rides-taking-place?">&#182;</a></h1><p>🚴‍♂️ Is there any peak on the rides any particular time of the day?</p>
<p>🚴‍♂️ Does this varies weekdays vs weekends?</p>
<p>🚴‍♂️ Does the season of the year affects the frequency of the rides?</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">5</span><span class="p">))</span>

<span class="c1">#plot the number of rides per weekday</span>
<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">121</span><span class="p">)</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;start_day&#39;</span><span class="p">,</span>
             <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>

<span class="c1"># set days names as labels</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">xticks</span><span class="o">=</span><span class="nb">range</span><span class="p">(</span><span class="mi">7</span><span class="p">),</span> <span class="n">xticklabels</span><span class="o">=</span><span class="n">day_labels</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Time of the week (days)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Number of Rides&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Number of Rides per hour&quot;</span><span class="p">)</span>


<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">122</span><span class="p">)</span>
<span class="c1">#plot the number of rides per month</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;start_month&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>

<span class="c1"># set month names as labels</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">xticks</span><span class="o">=</span><span class="nb">range</span><span class="p">(</span><span class="mi">12</span><span class="p">),</span> <span class="n">xticklabels</span> <span class="o">=</span> <span class="n">month_labels</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Time of the year (month)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Number of Rides&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Number of Rides per month&quot;</span><span class="p">);</span>
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<div class="prompt input_prompt">In&nbsp;[5]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#create two dataframes to separete weekdays from weekends</span>
<span class="n">weekday</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">5</span><span class="p">]</span>
<span class="n">weekend</span> <span class="o">=</span> <span class="p">[</span><span class="mi">6</span><span class="p">,</span><span class="mi">7</span><span class="p">]</span>

<span class="n">df_weekday</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;start_day&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">weekday</span><span class="p">)]</span>
<span class="n">df_weekend</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;start_day&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">weekend</span><span class="p">)]</span>
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<div class="prompt input_prompt">In&nbsp;[24]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">6</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">121</span><span class="p">)</span>
<span class="c1">#plot the number of rides per month</span>
<span class="n">fig</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;start_hour&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>

<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Time of the day (hour)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Number of Rides&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Number of Rides per hour&quot;</span><span class="p">)</span>


<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">122</span><span class="p">)</span>
<span class="c1">#plot the number of rides during different hours in the week days </span>
<span class="n">fig</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df_weekday</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;start_hour&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>

<span class="c1">#plot the number of rides during different hours in the weekend </span>
<span class="n">fig</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df_weekend</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;start_hour&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">secondary_color</span><span class="p">);</span>

<span class="n">fig</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">labels</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;Weekday&quot;</span><span class="p">,</span><span class="s2">&quot;Weekend&quot;</span><span class="p">])</span>

<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Hours&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Number of Rides&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Number of Rides per hour (Weekends vs weekdays)&quot;</span><span class="p">);</span>
</pre></div>

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<h1 id="How-long-are-the-rides?">How long are the rides?<a class="anchor-link" href="#How-long-are-the-rides?">&#182;</a></h1><p>🚴‍♂️ Does any of this variables affect the duration of the rides?</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Add duration in minutes to make it easier to read</span>
<span class="n">df</span><span class="p">[</span><span class="s1">&#39;duration_min&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;duration_sec&#39;</span><span class="p">]</span><span class="o">/</span><span class="mi">60</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">f</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">25</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>

<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">131</span><span class="p">)</span>
<span class="c1">#plot trip time across different hours of the day</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;start_hour&#39;</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="s1">&#39;duration_min&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>

<span class="n">ax</span><span class="o">.</span><span class="n">set_yscale</span><span class="p">(</span><span class="s2">&quot;log&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Month&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Duration of the ride (minutes)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Duration of the ride per hour&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">132</span><span class="p">)</span>
<span class="c1">#plot trip time across different days of the week</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;start_day&#39;</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="s1">&#39;duration_min&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">xticks</span><span class="o">=</span><span class="nb">range</span><span class="p">(</span><span class="mi">7</span><span class="p">),</span> <span class="n">xticklabels</span><span class="o">=</span><span class="n">day_labels</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_yscale</span><span class="p">(</span><span class="s2">&quot;log&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Days of the week&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Duration of the ride (minutes)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Duration of the ride per day&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">);</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#plot trip time across different days of the week</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;start_month&#39;</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="s1">&#39;duration_min&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>

<span class="n">ax</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">xticks</span><span class="o">=</span><span class="nb">range</span><span class="p">(</span><span class="mi">12</span><span class="p">),</span> <span class="n">xticklabels</span><span class="o">=</span><span class="n">month_labels</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_yscale</span><span class="p">(</span><span class="s2">&quot;log&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Month&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Duration of the ride (minutes)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Duration of the ride per month&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">);</span>
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<h1 id="Do-Suscribers-and-customers-behave-diferently?">Do Suscribers and customers behave diferently?<a class="anchor-link" href="#Do-Suscribers-and-customers-behave-diferently?">&#182;</a></h1><p>🚴‍♂️ Does any of the trends seen before have a relation with the user type?</p>

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<div class="prompt input_prompt">In&nbsp;[10]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">f</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">25</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>

<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">141</span><span class="p">)</span>
<span class="c1"># plot the number of rides by user type</span>
<span class="c1">#sb.set(rc={&#39;figure.figsize&#39;:(8,6)})</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;user_type&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>

<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Type of user&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Number of Rides&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Number of Rides per user type&quot;</span><span class="p">,</span><span class="n">fontsize</span> <span class="o">=</span> <span class="mi">22</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">142</span><span class="p">)</span>
<span class="c1">#plot duration vs user_type with a log scale</span>
<span class="c1">#f, ax = plt.subplots(figsize=(7, 6))</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;user_type&#39;</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="s1">&#39;duration_sec&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_yscale</span><span class="p">(</span><span class="s2">&quot;log&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;User Type&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Duartion of the ride (seconds)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Duartion of the ride by user types&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">22</span><span class="p">);</span>
</pre></div>

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eTGpCfQADeQrokOUao/Vbdfq0aGXcYh+xLpwPxRSS/r8LLm10n/Z4PhxbB6B757GyyvGFau7FRciFxfU6GnuLh+jnSSWw2oqlz9twbLq2fT/H5Pg3Huqhl3oPyLVD54BqnYTVGB9TXAj5tcXNYqtmPlekTEo6TH1LWKbX5o1TbP2704kJQrGx9IukPwGeB2pYqCF0g6VNLINuIuq/cb3Jvfq/aVduMu9GdfWRkfJ63fB0kHxcVKFQGPUKnibVas2zsarNv/5HG6um6RWq05hfQfLDfeMIV0EjotIh6vM3m9ffMZUhEE6PuNx5IeSa8HLK2zDYqTeGXl/QGycX4fkAsSSV8lbYcfkipff4hUlGUyfb/7enUm78TvurLHvwejoiWjiHgsf1yhVbiViOUe0jlgLaqP/51UrwnbYj1rz4Erey5rpN39YGPS7/Bcg2nvrUjbiLQvCni4znoUNwL68x9s53gPKYN6J6kS/Lbw/MX5R/LwH/QjhnadTiprvw2pzsoSpUYBTpD0hppxB2L7dfI8VdSV+XDOXKLUqMkepBvGZ9WZ7tF8PVHl3vxeda4+p8H5bNs8ziiAiLgL+DSpCNTJwD8k3SXpdEnvbfXGwXDqx+F5ETFP0o9JJ+hj6Ksp3x/NMl/N7qh1qjO6KH0udoazSI8eG3m6Im2FO88tKC7Oo4VxBlpVPw77knLm7yZdbDbK9Q+EYpvPJT3paOTW4kNE/FaptYl3ku4uvCF/ngQcLWn3iLhxgGOt2lfairukP/tKKyr/ZxFxu6SXkw7Ku5LuAO4CvJ20vd4TEcWd22Ld7iA9mWvkDxVpnVq3wlRSsZIPSfoK+eSTh63sybv4jYttsIRUAbGRjjQ9mTPur8lfq+4211O5D0h6D6mM9OOkDPcVpAvvJ/PwnwMHUP9404nfdWWPfwN5Xmglll5pdz1X9lzWSKf/34ViHZZR/+lAJy23H0RESDoJOJ50bjyMdDd7LHB9RFw/wMtf4X+cn2T/h6Rvks53b8yvTwCfkDQtIg7Jow/E9uvYbx0R90m6gFTkfF/SU5GPkf6H0yKi2X7bcPalz8V2+DXNj9XP95cTESdKOifH9qb8+kB+3STpraUbFJWGZcYhO4Z0d/cDkr7dYLyit+IX1hne6ScWVca0MOyBUtr9pPoPx0ZE1cVeJxRPUsY2GKcY9vcOx0JEnJcPSl8m9eXx0zpFj2oVsY2pGpifAlQ9Cbg/v18ZEUe0GesTpOJ0Z+dljCa1lPHvpAxP7R2YZsbQ1xRtbTqsuK9AP+JeSf3+n0XEs6RHuRcBSNqA1GfH4cCp9N1xLdbt5tqM5WAQEQsknUU6Lr2PdGE0mlTG/LYGk46pSlTqr2Z0/lr8xsU2eLaH2+AdpHpeS0nlywv93QeKDiO/EBE/rhg+rt0AB8BgOv7NB15OukN5ecXwMaSLuacYoCdAHdSLc1k9j5AyJ2uS6tHdVTHOmDrTPUkqNnlYRPyzYpyVMYbWj/eF6cDXgQ8qNQvdSrGaep4F1pD0wtp1U2oedHT1ZBARt5BvWOWnHnuRnkR8SNJZEfEbOr/9BsKJpIzDxyVdRKpv9hzpiWg960saWee6ZEx+rz1Xv5xUT+zX7QQXEf/IsfwQQNL2pKc+O5Dqg36h0fTDtagSEfEgKYe9GvCNBqMWB/UVypvn8mErtBPfBeurok3lXDa6aD7t6tKgi/P7frXTdFBR1nRTSbvVDlTqb2JS/jq7SzEdR27mlvS4rhVFWclJkqqKOnygznTFNt9XTfp6aCbvq0V9nO37MYv/aJI+u5Q2YHG3qe7/LGupDXF4vg7REaQD9UvV1+/EZaST2tskrd/fQPvpWXi+XHQj5fLGrZ68d1d1nyAHkI5vd0XEfICI+DvpLv/GqtM3TSflTN3389cZNXUzin1gK1W0P079faDoD+H+2gFKfTi8pja9DUVmpt3/wmA6/hXHsAPrDD84v19TVTyqn/q73ZrpxbmsUt5WRZ2nFY6xOeP+3jrTXZa/rjB8ALRzvC9ieoxUtHc90tO7ZsVqGml0LN+dFveJSJ1GXgScn5O2z+md3n6NtLRfR8SVpAzQLsBXSceoiyPi7ibzr9qPRpKewkD1uXql/wsR8SfS9TC0cI0xbDMO2bdId1gmUf/OUHGH5tB85xcApc47ZlD/7linfbcmnheSykiPILUtXy47+m1SmdEv5LLyK+z0knaWNGAH41xMoMhdH18T61o51hcC10XE7wZquU1ieoL0Jwb4VIsXj78l1ZEYSVqP5y9o8kXJl+ss6wZSUZBxwNmq6GBH0miljqaKcpAvk/SfdTIoxUVGf8pmvicX5ygvewqpKNQ/SXfl+x33ALmeVNTklZIOqFnex6k4QSh1xvaZOhfN7yAd3x4jtUhBRDxEughfH7hAFZXPJW2Qf4N+VRproDiZVnZGVoiIOaRiVDuRKrU+QPMiResAJ6nUG3ouU3ts/np8zfjFPvtTSbvXzkzSCyTtLWnAKkdLWk2pU6brSfvWX0iZu+dFxN9Id23XJ7XsVJ5+X+CTdWZfVKT9cL5YK6bZhHSMXpn9tKXfrdYgO/79iPTfepOk5bahpLeQioPAwPbk3a/t1oKun8uaOCG/f0bS+FIMq5GuL+rV3zuGdDPheKXOKJcrtpb/L7tJmtiPmFo+3tc4iXTT8QjSsbO/xWqKa6av1PwfX0nfjZHlSDpQ1Z11bkRfBefyua+T26+Rdvbrk/L7f+f3VoqbfkWlDivz9cbx5CaKI+Ka0rhTSTdLJkv6qqR1amcmaTtJB5e+7yppr9r/jVLdhuLGTPNrjJVpkmlVeFHTHGvF8CPoawprhebjSJVIbsjDFpFawpiVP99CqsizQvNcNG+2q4hrTMWwMVQ0O8jyHcD9gXQyOJ9Udr/oT2AeFR14kHK+RacgD5Da+D2T9GSiaDLuzJppZldtkza2fbkDpKKzurPy8iPvoCt0ZNTf5Za2z70NxlmdVMY9qOkgptgHKqbZrrTt/pa32yWkx9Tn1vstSXdvinV5knRBWHTQdQt9nS+tlccvOgJ7Ov++Z5KKKxVNBT9DRRONLez7RYdA15Ie+xb78zIqOpRrN+48zUFUNDvY5u9XNANatNz0i/xbPUN1vxfr57SlpPbbz87b7PritwQ+WrOMNehrym8pfZ2fFZ3GFZ0HvaJiv5q9Euv2vTyPh3OMPwZ+XGfcA0rxH9VgnkfncU7L++f8vG6/zr9bkP5zVf0TfCavf+RtXHQk+Qf6mv77aJvrWOxv5U6/ziRdSCwurdOvqN8c7n759w/SXftz6OvM72tUHxe3LMV8X57mItLx8Tb6eYzO46xJX8dUc0gZkR8DBzc7XtGP4x8tNDlbbMc2f5t96OsA7s+k48BsKjqAG4j9ntQSWORlXlDs7+ROrJrNu9F2oB/nsiaxVv5+df5rR1cM+7887FnSnfCfk87DrXQA90SxnqRmUc8iNR9cdDh6XD/+f20d72vmMas0bludDJbmsRV9/YbcQzquXEM6tp5OdXOs5+W0+aT/7k9J55uiyeKrqelnoj/br2rZba7bDvR1kjmLlAn7MdX9CK1Duk4MGnSgV9rX/0a6nng6r/uZOS3y+mxbMe2rSuMsJB1vziDV87onp19XGv9TOe3RPM7PSMfH4pj0IPCyptuhPxtvVXrRPOOwFn2981UePEiPmX5AOig9k3+o75MusKbT/YzDbGBdUs+m9+QdbT4ph7txg23xElI5xptIJ9WnchyzSeXatqoZf3a9bdLG9l+DdEfrj6Vl/oV0IbhRnWn6tVxayDjk8Yq2jJewfAdndU/IpCdSp5Mu/Ip1+AIpI9LotxxBavFnFunP/2yex02ku9+7l8Z9EemPfR6plYt/ku6u3U46Oa1w4Ghx3x9Dqh9xXWmel1LTqU5/487jH8RKZhzyfD6Ul/EU6WJzJqnt+uf3/dK4q5MaODgz/x5LSCeSO0kHxJ0aLGfvvJ0fIP2nF5IyRT8hVRpbozTuCsvux3qtTbqje3deXqN9rejP41lgdIN5Hp3HO5p08Xxm/o2ezvvMEVR06lSafnvSSa+4yHmc1PP8+aRe3Ftuu71mfytez+V53k+6oPoGsF0L89mbdNHzRN5XZ5OKToyh/sXklqQT5v309QL9XdKduun0M+NQ2k4X5X2kuNCeXho+m/rnjraOf43WsTRO2xmHPN12pGNYcR5bSLpA2avO+Cu135MqhN5E38Xd89uo2bybbQfaPJc1ibPu71f1X6sYJlIjBjfSV0/kQtJF5kG1+0vNtFuR7ijfRmoN8F95351FesL20jbW4176ebwvzaO4eXNRf37zmn3tfNIx/ElS8chP5m31fJyl8d9M6sX6j6Sew5/O++nV5GZhB2L7VS27H+v23rxti35aGl3nFf0C1e1Ar7yvk85pXyLdzHmKdDw/vVG8pGPc53NMS+i7HryW9GTm1aVxt8r78hWkmyxPkeqM3EAqojaqlW1QdAphZkOMpHtJFUrHRnf7VrCVIOlw0kn07Ij49wbjHU2qBP7ViDi6O9GZ2VAl6UZShmeviLi42fhWXy4qeT/pZsNmUacvDKVWFO8B/hYRY7oV38oY7nUczMwGjVy/pSjf/71exmJmw4ekd5EyDbdT3fmgteeLpKLuM+plGlZVw7k5VjOzQUHSEaTH+28hdfJzTkRU9SVhZjYgcuXjb5GKYxeVY48IF0XpF6XO6j5EKhI0gVR06NhG06yKnHEwM+u9d5BaUVpAagXns70Nx8yGgReR6hAsJdV1+ma02SeALWcb0vZ8glQh/IiIqOo3Y5XmOg5mZmZmZtaU6ziYmZmZmVlTLqrUxMYbbxxjxozpdRhmZm2bO3fuIxFR1UHekOTjtZmtilalY7UzDk2MGTOGOXPm9DoMM7O2SepPT+OrLB+vzWxVtCodq11UyczMzMzMmnLGwczMzMzMmnLGwczMzMzMmnLGwczMzMzMmnLGwczMzMzMmnLGwczMzMzMmnJzrGZmNuhIWg04FlgPmBMRM3ockpnZsOcnDmZm1hWSpkl6WNItNekTJd0haZ6kI3PyPsCmwLPA/G7HamZmK3LGwczMumU6MLGcIGkEcDKwJ7AtcICkbYGXA9dGxGeAj3U5TjNbCQsXLuSTn/wkCxcu7HUoNsCccTAzs66IiKuBRTXJOwLzIuLuiHgGOJP0tGE+sDiPs6x7UZrZypoxYwY333wzp512Wq9DsQHmjIOZmfXSpsD9pe/zc9q5wB6STgSurjexpCmS5kias2DBgs5GamZNLVy4kEsuuYSI4JJLLvFThyHGGQczM+slVaRFRDwREYdExCci4uR6E0fE1IgYHxHjR40a1cEwzawVM2bM4LnnngNg2bJlfuowxDjjYGZmvTQf2Lz0fTPggR7FMmy4DLp1ymWXXcbSpUsBWLp0KZdeemmPI7KB5OZYO+h1RziXPRzM/faBvQ7BbFV2PbC1pLHA34H9gfe3MwNJk4BJ48aN60B4Q1O5DPqnP/3pXodjQ8jb3vY2Zs6cydKlS1l99dV5+9vf3uuQbAD5iYOZmXWFpDOAa4GXS5ov6ZCIWAocBswCbgfOjohb25lvRFwYEVNGjhw58EEPQS6Dbp00efJkVlstXV6OGDGCAw/0zbWhxBkHMzPriog4ICJGR8QaEbFZRJya02dGxDYRsVVEfL3XcQ51LoNunbTRRhsxceJEJDFx4kQ22mijXodkA8gZBzMzs2HEZdCt0yZPnsyrXvUqP20YgpxxMDOzVZqkSZKmLlmypNehrBLe9ra3sfrqqYqjy6BbJ2y00UaccMIJftowBDnjYGZmqzTXcWiPy6CbWX8542BmZjaMuAy6mfWXm2M1MzMbZiZPnsy9997rpw1m1hZnHMzMbJXmfhzaV5RBNzNrh4sqmZnZKs11HMzMusMZBzMzMzMza8oZBzMzMzMza8oZBzMzW6W5Hwczs+5wxsHMzFZpruNgZtYdzjiYmZmZmVlTzjiYmZmZmVlTzjiYmZmZmVlTHcs4SNpc0pWSbpd0q6TDc/qGki6VdGd+3yCnS9IJkuZJ+rOk15bmNTmPf6ekyaX010m6OU9zgiT1dxlmZmZmZlZfJ584LAU+GxH/BuwMHCppW+BI4PKI2Bq4PH8H2BPYOr+mAKdAygQARwE7ATliHcQAACAASURBVDsCRxUZgTzOlNJ0E3N6W8swM7NVl1tVMjPrjo5lHCLiwYi4IX9+HLgd2BTYB5iRR5sB7Js/7wOcFsl1wPqSRgN7AJdGxKKIWAxcCkzMw9aLiGsjIoDTaubVzjLMzGwV5VaVzMy6oyt1HCSNAV4D/AF4cUQ8CClzAWySR9sUuL802fyc1ih9fkU6/VhGbbxTJM2RNGfBggXtrKqZmZmZ2ZDU8YyDpBcCvwQ+FRGPNRq1Ii36kd4wnFamiYipETE+IsaPGjWqySzNzMzMzIa+jmYcJK1ByjT8LCLOzckPFcWD8vvDOX0+sHlp8s2AB5qkb1aR3p9lmJmZmZlZA51sVUnAqcDtEfG90qALgKJlpMnA+aX0A3PLRzsDS3Ixo1nA7pI2yJWidwdm5WGPS9o5L+vAmnm1swwzMzMzM2tg9Q7O+43AB4GbJd2U074AHAecLekQ4D5gvzxsJrAXMA94AjgYICIWSToWuD6Pd0xELMqfPwZMB9YGLs4v2l2GmZmZmZk11rGMQ0RcQ3WdAoDdKsYP4NA685oGTKtInwNsV5G+sN1lmJnZqknSJGDSuHHjeh2KmdmQ5p6jzcxslebmWM3MusMZBzMzMzMza8oZBzMzMzMza8oZBzMzMzMza8oZBzMzMzMza8oZBzMzMzMza8oZBzMzMzMza8oZBzMzMzMza8oZBzMzW6VJmiRp6pIlS3odipnZkOaMg5mZrdLcAZyZWXc442BmZmZmZk0542BmZmZmZk0542BmZmZmZk0542BmZmZmZk0542BmZmZmZk0542BmZmZmZk0542BmZmZmZk0542BmZmZmZk0542BmZmZmZk0542BmZmZmZk0542BmZqs0SZMkTV2yZEmvQzEzG9KccTAzs1VaRFwYEVNGjhzZ61DMzIY0ZxzMzMzMzKwpZxzMzMzMzKwpZxzMzMzMzKwpZxzMzMzMzKwpZxzMzMzMzKypjmUcJE2T9LCkW0ppZ0m6Kb/ulXRTTh8j6cnSsB+WpnmdpJslzZN0giTl9A0lXSrpzvy+QU5XHm+epD9Lem1pXpPz+HdKmtypdTczMzMzG2o6+cRhOjCxnBAR/x4RO0TEDsAvgXNLg+8qhkXER0vppwBTgK3zq5jnkcDlEbE1cHn+DrBnadwpeXokbQgcBewE7AgcVWQ2zMzMzMyssY5lHCLiamBR1bD81OB9wBmN5iFpNLBeRFwbEQGcBuybB+8DzMifZ9SknxbJdcD6eT57AJdGxKKIWAxcSk3GxszMzMzMqvWqjsObgYci4s5S2lhJN0q6StKbc9qmwPzSOPNzGsCLI+JBgPy+SWma+yumqZe+AklTJM2RNGfBggXtr52ZmZmZ2RDTq4zDASz/tOFBYIuIeA3wGeDnktYDVDFtNJl3vWlanldETI2I8RExftSoUU0WZ2ZmZmY29HU94yBpdeDdwFlFWkQ8HREL8+e5wF3ANqSnApuVJt8MeCB/figXQSqKND2c0+cDm1dMUy/dzMzMzMya6MUTh7cBf4mI54sgSRolaUT+vCWpYvPduQjS45J2zvUiDgTOz5NdABQtI02uST8wt660M7Akz2cWsLukDXKl6N1zmpmZmZmZNbF6p2Ys6QxgArCxpPnAURFxKrA/K1aKfgtwjKSlwDLgoxFRVKz+GKmFprWBi/ML4DjgbEmHAPcB++X0mcBewDzgCeBggIhYJOlY4Po83jGlZZiZmZmZWQMdyzhExAF10g+qSPslqXnWqvHnANtVpC8EdqtID+DQOvOaBkxrFLeZmZmZma3IPUebmZmZmVlTzjiYmZmZmVlTzjiYmdmgJGmCpN9K+qGkCb2Ox8xsuHPGwczMukbSNEkPS7qlJn2ipDskzZN0ZE4O4J/AWizfGaiZmfWAMw5mZtZN04GJ5YTcHPfJwJ7AtsABkrYFfhsRewKfA77a5TjNzKyGMw5mZtY1EXE1UNsU9o7AvIi4OyKeAc4E9omI5/LwxcCaXQzTzMwqOONgZma9tilwf+n7fGBTSe+W9H/A6cBJVRNKmiJpjqQ5CxYs6EKoQ8MVV1zBhAkTuPLKK3sdig1B73rXu5gwYQLvec97eh2KDTBnHMzMrNdUkRYRcW5EfCQi/j0iZldNGBFTI2J8RIwfNWpUZ6McQo455hgAvvpVlwCzgbd48WIAFi5c2ONIbKA542BmZr02H9i89H0z4IEexTLkXXHFFct991MHG0jvete7lvvupw5DizMOZmbWa9cDW0saK+kFwP7ABa1OLGmSpKlLlizpWIBDSfG0oeCnDjaQiqcNBT91GFqccTAzs66RdAZwLfBySfMlHRIRS4HDgFnA7cDZEXFrq/OMiAsjYsrIkSM7E7SZmQGweq8DMDOz4SMiDqiTPhOY2eVwzMysDc44mJlZWyStBmwPvBR4Erg1Ih7qYTyTgEnjxo3rVQhmZsOCiyqZmVlLJG0laSowDzgOOAD4OHCppOskHZwzFV3lokpmZt3hJw5mZtaqrwGnAB+JiCgPkLQJ8H7gg8CMHsRmZmYd5oyDmZm1pF79hDzsYeB/uxiOmZl1mYsqmZlZWyTtJ+lF+fOXJJ0r6bW9jsvMzDrLGQczM2vXlyPicUlvAvYgFU06pVfBuB8HM7PucMbBzMzatSy/vwM4JSLOB17Qq2BcOdrMrDuccTAzs3b9XdL/Ae8DZkpaE59PzMyGPB/ozcysXe8j9fI8MSIeBTYEjuhtSGZm1mluVcnMzFoiacPS19mltKeBOb2IKcfgDuDMzLrATxzMzKxVc0kZhLnAAuCvwJ3589xeBeU6DmZm3eGMg5mZtSQixkbElqRiSpMiYuOI2Ah4J3Bub6MzM7NOc8bBzMza9fqImFl8iYiLgbf2MB4zM+sC13EwM7N2PSLpS8BPgQA+ACzsbUhmZtZpfuJgZmbtOgAYBfwKOA/YJKeZmdkQ1rGMg6Rpkh6WdEsp7WhJf5d0U37tVRr2eUnzJN0haY9S+sScNk/SkaX0sZL+IOlOSWdJekFOXzN/n5eHj2m2DDMza11ELIqIwyPiNfl1eEQs6lU87jnazKw7OvnEYTowsSL9+xGxQ37NBJC0LbA/8Mo8zQ8kjZA0AjgZ2BPYFjggjwvwrTyvrYHFwCE5/RBgcUSMA76fx6u7jAFeZzOzIU/SNpKmSvqNpCuKV6/icatKZmbd0bE6DhFxdflufxP7AGdGxNPAPZLmATvmYfMi4m4ASWcC+0i6HdgVeH8eZwZwNHBKntfROf0XwEmS1GAZ1/Z3Hc3MhqlzgB8CPwaW9TgWMzPrkl5Ujj5M0oGktsA/GxGLgU2B60rjzM9pAPfXpO8EbAQ8GhFLK8bftJgmIpZKWpLHb7QMMzNr3dKIOKXXQZiZWXd1u3L0KcBWwA7Ag8B3c7oqxo1+pPdnXiuQNEXSHElzFixYUDWKmdlwdqGkj0saLWnD4tXroMzMrLO6+sQhIh4qPkv6EXBR/jof2Lw06mbAA/lzVfojwPqSVs9PHcrjF/OaL2l1YCSwqMkyauOcCkwFGD9+fGXmwsxsGJuc348opQWwZQ9iMTOzLunqEwdJo0tf3wUULS5dAOyfW0QaC2wN/BG4Htg6t6D0AlLl5gsiIoArgffm6ScD55fmVZzU3gtckcevtwwzM2tD7kG69uVMg5nZENexJw6SzgAmABtLmg8cBUyQtAPpztS9wEcAIuJWSWcDtwFLgUMjYlmez2HALGAEMC0ibs2L+BxwpqSvATcCp+b0U4HTc+XnRaTMRsNlmJlZ6yStAXwMeEtOmg38X0Q826N4JgGTxo0b14vFm5kNG51sVamqM6BTK9KK8b8OfL0ifSYwsyL9bvpaXiqnPwXs184yzMysLacAawA/yN8/mNP+sxfBRMSFwIXjx4//cC+Wb2Y2XPSiVSUzM1u1vT4iti99v0LSn3oWjZmZdUW3W1UyM7NV3zJJWxVfJG2J+3MwMxvy/MTBzMzadQRwpaS7SU1dvww4uLchmZlZpznjYGZmbYmIyyVtDbyclHH4S0Q83eOwzMysw1xUyczM2iLpUGDtiPhzRPwJWEfSx3sdl5mZdZYzDmZm1q4PR8SjxZeIWAy4RSMzsyHOGQczM2vXapJUfJE0AnhBD+MxM7MucMbBzMzaNQs4W9JuknYFzgAu6VUwkiZJmrpkyZJehWBmNiw442BmZu36HHAFqffoQ4HLgf/uVTARcWFETBk5cmSvQjAzGxbcqpKZmbUlIp6TNB24IiLu6HU8ZmbWHU2fOEg6XNJ6Sk6VdIOk3bsRnJmZDT6S9gZuIhdPkrSDpAt6G5WZmXVaK0WVPhQRjwG7A6NInfwc19GozMxsMDsK2BF4FCAibgLG9DIgMzPrvFYyDkXLGXsBP8ltdqvB+GZmNrQtjQjXRDYzG2ZayTjMlfQbUsZhlqQXAc91NiwzMxvEbpH0fmCEpK0lnQj8vtdBmZlZZ7WScTgEOBJ4fUQ8QWqr++CORmVmZoPZJ4BXAk+TmmJ9DPhUTyMyM7OOa6VVpQC2Bd4JHAOsC6zVyaDMzGzwyjeRvgh8MXf+tm5EPNXjsMzMrMNaeeLwA+D/AQfk748DJ3csIjMzG9Qk/Ty3trcucCtwh6Qjeh2XmZl1VisZh50i4lDgKYCIWEwqrmRmZsPTtrm1vX2BmcAWwAd7G5KZmXVaKxmHZ/Oj6ACQNApXjjYzG87WkLQGKeNwfkQ8Sz5HmJnZ0NVKxuEE4FfAJpK+DlwDfKOjUZmZ2WD2f8C9pDpvV0t6GamCdE9ImiRp6pIlbiHWzKyTmmYcIuJnwH8D3wQeBPaNiHM6HZiZmQ1OEXFCRGwaEXtFRAD3Abv0MJ4LI2LKyJEjexWCmdmwULdVJUkblr4+TGpy7/lhEbGok4GZmdngIukDwM8jYrniqjnzsFTSVsDoiLimJwGamVlHNWqOdS6pzKpIFd8W58/rk+4uje14dGZmNphsBNwoaS7pHLGA1Dz3OOCtwCOkfn/MzGwIqptxiIixAJJ+CFwQETPz9z2Bt3UnPDMzGywi4nhJJwG7Am8EXg08CdwOfDAi7utlfGZm1lmtdAD3+oj4aPElIi6WdGwHYzIzs0EqIpYBl+aXmZkNI61kHB6R9CXgp6SiSx8AFnY0KjMzMzMzG1RaaY71AGAUqUnW84BN6OtF2szMzMzMhoGmTxxy60mHdyEWMzMzMzMbpOo+cZD0v/n9QkkX1L6azVjSNEkPS7qllPZtSX+R9GdJv5K0fk4fI+lJSTfl1w9L07xO0s2S5kk6QZJy+oaSLpV0Z37fIKcrjzcvL+e1pXlNzuPfKWlyfzaYmdlwJ+nFkk6VdHH+vq2kQ3odl5mZdVajokqn5/fvAN+teDUzHZhYk3YpsF1EvBr4K/D50rC7ImKH/PpoKf0UYAqwdX4V8zwSuDwitgYup68JwD1L407J0xf9UhwF7ATsCBxVZDbMzKwt04FZwEvz978Cn+pZNGZm1hV1Mw4RMTe/X1X7ApY2m3FEXA0sqkn7TUQU014HbNZoHpJGA+tFxLW5g6HTgH3z4H2AGfnzjJr00yK5Dlg/z2cP4NKIWBQRi0mZmNqMjZmZNbdxRJwNPAeQj+vLehuSmZl1WqOiSiMkHSDpvyRtl9PeKen3wEkDsOwPAReXvo+VdKOkqyS9OadtCswvjTM/pwG8OCIeBMjvm5Smub9imnrpK5A0RdIcSXMWLFjQ/pqZmQ1t/5K0EamlPSTtDCzpbUhmZtZpjSpHnwpsDvwROEHS34D/BxwZEeetzEIlfZH01OJnOelBYIuIWCjpdcB5kl5J6qm6VjSbfZ1pWp5XREwFpgKMHz++2fLMzIabzwAXAFtJ+h2p5b339jYkMzPrtEYZh/HAqyPiOUlrAY8A4yLiHyuzwFwp+Z3Abrn4ERHxNPB0/jxX0l3ANqSnAuXiTJsBD+TPD0kaHREP5qJID+f0+aQMT+0084EJNemzV2ZdzMyGo4i4QdJbgZeTbsrcERHP9jgsMzPrsEaVo5+JiKL86lPAXwcg0zAR+Bywd0Q8UUofJWlE/rwlqWLz3bkI0uOSds6tKR0InJ8nuwAoWkaaXJN+YG5daWdgSZ7PLGB3SRvkStG75zQzM2uBpHcXL2BvUsZhG2BSTjMzsyGs0ROHV0j6c/4s0iPpP+fPkVtGqkvSGaQ7/BtLmk9q0ejzwJrApblV1etyC0pvAY6RVFSw+2juPwLgY6QWPNYm1Yko6kUcB5ydmwC8D9gvp88E9gLmAU8AB5MCXiTpWOD6PN4xpWWYmVlzk/L7JsAbgCvy911IT3DP7UFMZmbWJY0yDv+2MjOOiKrepU+tM+4vgV/WGTYH2K4ifSGwW0V6AIfWmdc0YFr9qM3MrJ6IOBhA0kXAtkUDFbm46Mm9jM3MzDqvbsYhIv7WzUDMzGyVMabINGQPkYosDShJ6wJXA0dFxEUDPX8zM2tPozoOZmZmVWZLmiXpoNzgxa+BK5tNJGmapIcl3VKTPlHSHZLmSTqyNOhzwNkDG7qZmfVXo6JKZmZmK4iIw3Jl6KLPnakR8asWJp1O6gfotCIhN4xxMvB2Uut310u6gNQr9W3AWgMYupmZrYS6GQdJl0fEbpK+FRGf62ZQZmY2uEXEubRZGToirpY0piZ5R2BeRNwNIOlMYB/ghcC6wLbAk5JmFi39lUmaAkwB2GKLLdpcCzMza0ejJw6jczvde+cD+XIdqEXEDR2NzMzMBhVJ10TEmyQ9zvIdaBat7a3Xj9luCtxf+j4f2CkiDsvLPAh4pCrTAO6w08ysmxplHL4CHEnqKO17NcMC2LVTQZmZ2eATEW/K7y8awNmqIu35DEBETB/AZZmZ2Upo1KrSL4BfSPpyRBzbxZjMzGyQkrQa8OeIWKGZ7H6aD2xe+r4Z8MAAzdvMzAZQ08rREXGspL1JnbQBzHazeGZmw1NEPCfpT5K2iIj7BmCW1wNbSxoL/B3YH3h/OzOQNAmYNG7cuAEIx8zM6mnaHKukbwKHk1q3uA04PKeZmdnwNBq4VdLlki4oXs0mknQGcC3wcknzJR0SEUuBw4BZwO3A2RFxazvBRMSFETFl5MiR/VgVMzNrVSvNsb4D2KGomCZpBnAj8PlOBmZmZoPWV/szUUQcUCd9JjBzpSIyM7OOa7Ufh/WBRfmzb+mYmQ1jEXFVr2Moc1ElM7PuaKXn6G8CN0qanp82zAW+0dmwzMzMWuOiSmZm3dFK5egzJM0GXk9qNu9zEfGPTgdmZmZmZmaDR0tFlSLiQaBpxTczMxseJK0NbBERd/Q6FjMz645WiiqZmZk9L9cpuAm4JH/foZVWlToZj6SpS5Ys6VUIZmbDgjMOZmbWrqOBHYFHASLiJmBMr4JxHQczs+5omHGQtJqkW7oVjJmZrRKWRoRv75uZDTMNMw6574Y/SdqiS/GYmdngd4uk9wMjJG0t6UTg970OyszMOquVytFFD6F/BP5VJEbE3h2LyszMBrNPAF8EngbOIPX6fGxPIzIzs45rJePQrx5CzcxsaIqIJ0gZhy/2OhZwB3BmZt3SSj8OV0l6GbB1RFwmaR1gROdDMzOzwUjSNsB/kSpEP38eiYhdexFPRFwIXDh+/PgP92L5ZmbDRdOMg6QPA1OADYGtgE2BHwK7dTY0MzMbpM4hnQd+DCzrcSxmZtYlrRRVOpTU7N4fACLiTkmbdDQqMzMbzJZGxCm9DsLMzLqrlX4cno6IZ4ovklYHonMhmZnZYCRpQ0kbAhdK+rik0UVaTjczsyGslScOV0n6ArC2pLcDHwcu7GxYZmY2CM0l3ThS/n5EaVgAW3Y9IjMz65pWMg5HAocANwMfAWaSyrWamdkwEhFjASStFRFPlYdJWqs3UblVJTOzbmlaVCl3AjeD1Eb3V4EZEeGiSmZmw1dVZ2896wAuIi6MiCkjR47sVQhmZsNC04yDpHcAdwEnACcB8yTt2crMJU2T9LCkW0ppG0q6VNKd+X2DnC5JJ0iaJ+nPkl5bmmZyHv9OSZNL6a+TdHOe5gRJ6u8yzMysMUkvkfQ6UtHV10h6bX5NANbpcXhmZtZhrVSO/i6wS0RMiIi3ArsA329x/tOBiTVpRwKXR8TWwOX5O8CewNb5NQU4BVImADgK2InUutNRRUYgjzOlNN3E/izDzMxasgfwHWAz0rmheH0a+EIP4zIzsy5oJePwcETMK32/G3i4lZlHxNXAoprkfUhFn8jv+5bST4vkOmB9SaNJJ6pLI2JRRCwGLgUm5mHrRcS1uejUaTXzamcZZmbWRETMiIhdgIMiYteI2CW/9omIc3sdn5mZdVbdytGS3p0/3ippJnA2qdWM/YDrV2KZL46IBwEi4sFSnxCbAveXxpuf0xqlz69I788yHiwHKGkK6YkEW2yxRT9W0cxs6IqIX/Y6BjMz675GrSpNKn1+CHhr/rwA2GDF0VeaKtKiH+n9WcbyCRFTgakA48ePd0VwMzMzMxv26mYcIuLgDi3zIUmj85OA0fQVe5oPbF4abzPggZw+oSZ9dk7frGL8/izDzMyakLRfRJwjaWxE3NPreApujtXMrDtaaVVprKTvSTpX0gXFayWWeQFQtIw0GTi/lH5gbvloZ2BJLm40C9hd0ga5UvTuwKw87HFJO+fWlA6smVc7yzAzs+Y+n98HVVElN8dqZtYdrXQAdx5wKqm36OfambmkM0hPCzaWNJ/UOtJxwNmSDgHuI9WZgNSx3F7APOAJ4GCAiFgk6Vj66lUcExFFheuPkVpuWhu4OL9odxlmZtaShZKuBMZW3UCKiL17EJOZmXVJKxmHpyLihP7MPCIOqDNot4pxAzi0znymAdMq0ucA21WkL2x3GWZm1tQ7gNcCp5OaYTUzs2GklYzD8ZKOAn4DPF0kRsQNHYvKzMwGnYh4BrhO0hsiYoGkF6Xk+GevYzMzs85rJePwKuCDwK70FVWK/N3MzIafF0v6DbAhIEkLgMkRcUuP4zIzsw5qJePwLmDLfKfJzMxsKvCZiLgSQNKEnPaGXgZlZmad1UrP0X8C1u90IGZmtspYt8g0AETEbGDd3oVjZmbd0MoThxcDf5F0PcvXcXDrGWZmw9Pdkr5MqiQN8AFg0PTrYGZmndFKxuGojkdhZmarkg8BXwXOzd+vpofNW7sDODOz7miacYiIq7oRiJmZrRoiYjHwyV7HUYiIC4ELx48f/+Fex2JmNpQ1zThIepzUihLAC4A1gH9FxHqdDMzMzMzMzAaPVp44vKj8XdK+wI4di8jMzMzMzAadVlpVWk5EnIf7cDAzMzMzG1ZaKar07tLX1YDx9BVdMjOzYUbSKODDwBhK55GI+FCvYjIzs85rpVWlSaXPS4F7gX06Eo2Zma0Kzgd+C1wGLOtxLGZm1iWt1HHoWRN7ZmY2KK0TEZ/rdRBmVt+JJ57IvHnzeh0GAIcffnjXljVu3Dg+8YlPdG15w03djIOkrzSYLiLi2A7EY2Zmg99FkvaKiJm9DsTMzLqn0ROHf1WkrQscAmwEOONgZjY8HQ58QdIzwLM5LdxMt9ng0au77hMmTFgh7fjjj+9+INYRdTMOEfHd4rOkF5FOFAcDZwLfrTedmZkNbbXNdJuZ2fDQsDlWSRtK+hrwZ1Im47UR8bmIeLgr0ZmZ2aAkaW9J38mvd/Y6HjMbHGbPnt3wu63a6mYcJH0buB54HHhVRBwdEYu7FpmZmQ1Kko4jPYW+Lb8Oz2m9imeSpKlLlizpVQhmZsNCoycOnwVeCnwJeEDSY/n1uKTHuhOemZkNQnsBb4+IaRExDZiY03oiIi6MiCkjR47sVQhmVrL99tuz/fbb+2nDENSojkPbvUqbmdmwsT6wKH/2FbuZ2TDQSgdwZmZmZd8EbpR0JSDgLcDnexuSmZl1mjMOZmbWlog4Q9Js4PWkjMPnIuIfvY3KzMw6zcWRzMysJZJekd9fC4wG5gP3Ay/NaWZmNoT5iYOZmbXqM8AUqvvyCWDX7oaz6jvxxBOZN29er8Pg8MMP79qyxo0b17POycxs5TjjYGZmLYmIKfnjnhHxVHmYpLV6EJKZmXWRMw5mZtau3wO1RZOq0qyJXtx5nzBhwgppxx9/fNfjMLNVjzMOZmbWEkkvATYF1pb0GlLFaID1gHV6FpiZmXVF1ytHS3q5pJtKr8ckfUrS0ZL+XkrfqzTN5yXNk3SHpD1K6RNz2jxJR5bSx0r6g6Q7JZ0l6QU5fc38fV4ePqab625mtorbA/gOsBmpnkPx+jTwhR7GZW2o7ZTLnXSZWau6/sQhIu4AdgCQNAL4O/Ar4GDg+xHxnfL4krYF9gdeSerJ+jJJ2+TBJwNvJ7Xscb2kCyLiNuBbeV5nSvohcAhwSn5fHBHjJO2fx/v3jq6wmdkQEREzJJ0OHBARP+t1PGZm1l29bo51N+CuiPhbg3H2Ac6MiKcj4h5gHrBjfs2LiLsj4hngTGAfSSK17PGLPP0MYN/SvGbkz78Adsvjm5lZCyLiOeAjvY7DVs7222/P9ttv76cNZtaWXmcc9gfOKH0/TNKfJU2TtEFO25TUTnhhfk6rl74R8GhELK1JX25eefiSPL6ZmbXuUkn/JWlzSRsWr14HZWZmndWzjEOud7A3cE5OOgXYilSM6UH62gmveiIQ/UhvNK/a2KZImiNpzoIFC+qug5nZMPUh4FDgamBufs3paURmZtZxvWxVaU/ghoh4CKB4B5D0I+Ci/HU+sHlpus2AB/LnqvRHgPUlrZ6fKpTHL+Y1X9LqwEhgUW1gETEVmAowfvz4FTIWZmbDWUSM7XUMZmbWfb3MOBxAqZiSpNER8WD++i7glvz5AuDnkr5Hqhy9NfBH0tODrSWNJVWw3h94f0SEpCuB95LqPUwGzi/NazJwbR5+RUQ4Y2Bm1iZJ2wHbAs93/BYRp/UuIrPBabD0Dt5Nxfp2s0fyXhsuPaL3JOMgaR1Sa0jlCnb/I2kHUtGhe4thEXGr4DwdmgAAFdhJREFUpLOB24ClwKERsSzP5zBgFjACmBYRt+Z5fQ44U9LXgBuBU3P6qcDpkuaRnjTs37GVNDMboiQdBUwgZRxmkp4gXwM442BWY968edx0y+0sW2f4VANa7Zl0T3bu3Q81GXNoGPHECoVXhqyeZBwi4glqKiVHxAcbjP914OsV6TNJJ63a9LtJrS7Vpj8F7NePkM0Gndcd4Wu0oW7utw/sdQj1vBfYHrgxIg6W9GLgxwO5AEn/BhwObAxcHhGnDOT8zbpp2Tob8uQr9mo+oq2S1v7LCpeiQ1avW1UyM7NVz5O5WdalktYDHga2bDZRbjHvYUm31KSv0JlnRNweER8F3geM78A6mJlZm5xxMDOzds2RtD7wI1KLSjeQ6p41Mx2YWE7IHYGeTCrutC1wQO74E0l7k4pAXT5gkf//9u49SrKqvPv49+cMt0gygCJxjSiYmdeIqIjDRTFEAQkmGYEEE1gRB15eZvlyyWASIyZeiMY3GjVEiVFBWBlyEbzCQFBQBFlGLgOII5egIyJySQCBEYKAyPP+UXukGLq7upvuqu6u72etXn1q19777Jo5fU495+yLJGnSDBwkSRNSVUdV1X1V9Qk649WWVdXh4yh3CU+eyW7ExTxb/lVV9Urgj0ar0+mzJal/BjmrkiRpFkqy50hpLTCYqJEW89wtyauB3wM2YYSxbOs5fbYk9Y+BgyRpot7atb0pnacGVwF7TaKuERfmrKqLgYsnUZ8kaZoYOEiSJqSqlna/TrIt8LeTrG6sRT4lSTOIYxwkSU/VrcCOkyy7mraYZ5KN6ayvs2oiFSRZmuTkdevWTbIJkqTx8ImDJGlCkpxEZ7FO6NyA2gn49jjKfZrOwnHPTHIr8O6qOnWMxTzHparOAc5ZsmTJkRMpt54r+w6PYVndV5ouBg6SpIm6smv7UeDTVfUfvQpV1SGjpI+4mGe/uLLvcBim1X2l6WLgIEmakKpamWTrtj3wOVCTLAWWLlq0aNJ1uLLv3DdMq/tK08UxDpKkcUnHCUnuBv4T+G6Su5K8a5Dtqqpzqmr5ggULBtkMSZrzDBwkSeN1HLAHsEtVPaOqtgR2A/ZI8pbBNk2SNN3sqiRJGq83Aa+tqrvXJ1TVTUneCFwAnDiwlkkz1G233ca8B9fZVWoOm/fgj7nttkcH3Yy+8ImDJGm8NuoOGtZr4xw2GkB7AKdjlaR+8YmDJGm8Hpnke9PqqU7HKk2nhQsX8l8Pz3fw/Ry22X+ex8KF2wy6GX1h4CBJGq+XJvnJCOkBNu13YyRJ/WXgIEkal6qaN+g2SJIGxzEOkiRJknoycJAkzWoOjpak/jBwkCTNai4AJ0n94RgHSdJQc5794TBMc+1L08UnDpIkSZJ68omDJGmoOc/+cBimufal6eITB0mSJEk9GThIkmY1Z1WSpP4wcJAkzWrOqiRJ/WHgIEmSJKknB0dLkiRNo3kP3jNU0/0+7aGfAPDYpr8y4Jb0x7wH7wGGY+D9wAKHJDcD9wM/Bx6tqiVJtgLOBLYDbgb+oKruTRLgI8BvAw8Ch1XV1a2eZcA7WrV/XVUrW/rLgX8CNgPOA1ZUVY22j2n+uJIkaQgtWrRo0E3ou7Vr7wdg0fOH48s0bDM0/8+DfuLwmqq6u+v18cCFVfX+JMe3128DXgcsbj+7AR8HdmtBwLuBJUABVyVZ1QKBjwPLgcvoBA77AV8aYx+SJElT6thjjx10E/puxYoVAHzkIx8ZcEs01WbaGIf9gZVteyVwQFf66dVxGbBFkmcDvwV8paruacHCV4D92nu/UlWXVlUBp29Q10j7kCRJkjSKQQYOBVyQ5Koky1vaNlV1B0D7/ayWvhD4UVfZW1vaWOm3jpA+1j5+IcnyJFcmufKuu+56Ch9RkjTdnI5VkvpjkIHDHlW1M51uSEcn2XOMvBkhrSaRPi5VdXJVLamqJVtvvfV4i0mSBsDpWCWpPwYWOFTV7e33ncAXgV2B/27djGi/72zZbwW27Sr+HOD2HunPGSGdMfYhSZIkaRQDGRyd5OnA06rq/ra9L/AeYBWwDHh/+312K7IKOCbJGXQGR6+rqjuSnA/8vyRbtnz7Am+vqnuS3J9kd+By4E3ASV11jbQPSdKQcrrMuW+YpsyUpsugZlXaBvhiZ5ZV5gP/VlVfTrIa+EySI4BbgDe0/OfRmYp1LZ3pWA8HaAHCe4HVLd97quqetv1/eXw61i+1H+gEDCPtQ5I0hIZlGsVuwzddJgzTlJnSdBlI4FBVNwEvHSH9x8DeI6QXcPQodZ0GnDZC+pXAjuPdhyRpODldpiSNz0ybjlWSJEnSDGTgIEmSJKknAwdJ0qzmOg6S1B8GDpKkWc11HCSpPwwcJEmSJPVk4CBJkiSpJwMHSZIkST0ZOEiSJEnqycBBkiRJUk8GDpIkSZJ6MnCQJEmS1JOBgyRJkqSeDBwkSZIk9WTgIEmSJKknAwdJkiRJPRk4SJJmtSRLk5y8bt26QTdFkuY0AwdJ0qxWVedU1fIFCxYMuimSNKcZOEiSJEnqycBBkiRJUk8GDpIkSZJ6MnCQJEmS1JOBgyRJkqSeDBwkSZIk9WTgIEmSJKknAwdJkiRJPRk4SJIkSerJwEGSJElST30PHJJsm+SiJDckuS7JipZ+QpLbklzTfn67q8zbk6xNcmOS3+pK36+lrU1yfFf69kkuT/K9JGcm2bilb9Jer23vb9e/Ty5JkiTNXoN44vAo8KdV9UJgd+DoJDu0906sqp3az3kA7b2DgRcB+wH/mGReknnAx4DXATsAh3TV84FW12LgXuCIln4EcG9VLQJObPkkSZIk9dD3wKGq7qiqq9v2/cANwMIxiuwPnFFVD1fVD4C1wK7tZ21V3VRVjwBnAPsnCbAX8LlWfiVwQFddK9v254C9W35JkiRJYxjoGIfWVehlwOUt6Zgka5KclmTLlrYQ+FFXsVtb2mjpzwDuq6pHN0h/Ql3t/XUt/4btWp7kyiRX3nXXXU/pM0qSJElzwcAChySbA58HjquqnwAfB34N2Am4A/jw+qwjFK9JpI9V1xMTqk6uqiVVtWTrrbce83NIkiRJw2AggUOSjegEDf9aVV8AqKr/rqqfV9VjwCl0uiJB54nBtl3FnwPcPkb63cAWSeZvkP6Eutr7C4B7pvbTSZIkSXPPIGZVCnAqcENV/V1X+rO7sh0IXNu2VwEHtxmRtgcWA1cAq4HFbQaljekMoF5VVQVcBBzUyi8Dzu6qa1nbPgj4WssvSZphkhyQ5JQkZyfZd9DtkaRhN4gnDnsAhwJ7bTD16t8m+U6SNcBrgLcAVNV1wGeA64EvA0e3JxOPAscA59MZYP2ZlhfgbcCfJFlLZwzDqS39VOAZLf1PgF9M4SpJmn5tDNudSa7dIP1J02tX1VlVdSRwGPCHA2iuJKnL/N5ZplZVfYORxxqcN0aZ9wHvGyH9vJHKVdVNPN7VqTv9IeANE2mvJGlK/RPwD8Dp6xO6ptd+LZ0upauTrKqq61uWd7T3JUkD5MrRkqS+qapLePLYslGn107yAeBL66fx3pCz4ElS/xg4SJIGbbTptY8F9gEOSvLmkQo6C54k9U/fuypJkrSBEafKrqqPAh/td2MkSSPziYMkadBGm157XJIsTXLyunXrprxhkqTHGThIkgZtxOm1x1u4qs6pquULFiyYtgZKkgwcJEl9lOTTwKXAC5LcmuSIHtNrS5JmCMc4SJL6pqoOGSV9xOm1JUkzh08cJEmzmmMcJKk/DBwkSbOaYxwkqT8MHCRJkiT1ZOAgSZIkqScDB0nSrOYYB0nqDwMHSdKs5hgHSeoPAwdJkiRJPRk4SJIkSerJBeAkSRqQk046ibVr1/Z9v+v3uWLFir7ve9GiRRx77LF93++wGdSxBR5fc5mBgyRpVkuyFFi6aNGiQTdl1thss80G3QTNYR5fc5eBgyRpVquqc4BzlixZcuSg2zJR3hnVdPHY0nRwjIMkSZKkngwcJEmSJPVk4CBJkiSpJwMHSZIkST0ZOEiSZrUkS5OcvG7dukE3RZLmNAMHSdKsVlXnVNXyBQsWDLopkjSnGThIkiRJ6snAQZIkSVJPBg6SJEmSehrKwCHJfkluTLI2yfGDbo8kSZI00w1d4JBkHvAx4HXADsAhSXYYbKskSZPlrEqS1B9DFzgAuwJrq+qmqnoEOAPYf8BtkiRNkrMqSVJ/DGPgsBD4UdfrW1uaJEmSpFHMH3QDBiAjpNUTMiTLgeXt5QNJbpz2Vs0dzwTuHnQj+ikfWjboJgyToTq+puDYet5UtGO2uOqqq+5O8sNBt2MWGaq/J/Wdx9f4zZpz9TAGDrcC23a9fg5we3eGqjoZOLmfjZorklxZVUsG3Q7NTR5fGktVbT3oNswm/j1pOnl8zU3D2FVpNbA4yfZJNgYOBlYNuE2SJEnSjDZ0Txyq6tEkxwDnA/OA06rqugE3S5IkSZrRhi5wAKiq84DzBt2OOcouXppOHl/S1PHvSdPJ42sOSlX1ziVJkiRpqA3jGAdJkiRJE2TgMESS/GWS65KsSXJNkt3GyHtCkj+b4v0vSfLR6apfM0OSX01yRpLvJ7k+yXlJ/tcE6zjAFd01zDxfqx88X2uihnKMwzBK8grgd4Gdq+rhJM8ENu7j/udX1ZXAlVNQV+h0s3vsqbdMU6n933wRWFlVB7e0nYBtgO9OoKoDgHOB66e8kaNIMq+qft6v/Umj8XytfvB8rcnwicPweDZwd1U9DFBVd1fV7Ulubhel9XeYLu4q89IkX0vyvSRHtjzPTnJJuwN2bZLfaOn7Jbk6ybeTXNjSTkhycpILgNOTvDrJuWPV38q9Ncnqdqftr1radkluSPKPwNU8cS0OzRyvAX5WVZ9Yn1BV1wDzuv/vk/xDksPa9vvbna41ST6U5JXA64EPtuPs15LslOSylueLSbZsZS9OcmI7Jm9IskuSL7Rj6q+79vfGJFe0+j6ZZF5LfyDJe5JcDryiH/9A0jh4vlY/eL7WhPnEYXhcALwryXeBrwJnVtXXe5R5CbA78HTgW0n+HTgEOL+q3tf+mH8pydbAKcCeVfWDJFt11fFy4FVV9dMkrx5H/TsCi4Fd6azyvSrJnsAtwAuAw6vqqEn+G2j67QhcNd7M7Vg5EPj1qqokW1TVfUlWAedW1edavjXAsVX19STvAd4NHNeqeaSq9kyyAjibzjF3D/D9JCcCzwL+ENijqn7Wvsz8EXA6nWPv2qp61xR8dmmqeL5WP3i+1oQZOAyJqnogycuB36Bzl+HMJMf3KHZ2Vf0U+GmSi+hcHFYDpyXZCDirqq5pF5hLquoHbV/3dNWxqtUx3vpfBewLfKvl2ZzOhekW4IdVddnEPrlmuJ8ADwGfal9Ezt0wQ5IFwBZdX5xWAp/tyrJ+AcfvANdV1R2t3E107nS+is7FaXUSgM2AO1uZnwOfn8oPJD1Vnq81Q3m+loHDMGn9AS8GLk7yHWAZ8CiPd1nbdMMiT66iLml3lH4H+OckHwTuGyHvev8zVpNGeB3gb6rqk91vJNmuR12aGa4DDhohvfs4g3astQUZdwX2prOK+zHAXhPc58Pt92Nd2+tfz6dzTK2sqrePUPYh+8lqJvJ8rT7wfK0Jc4zDkEjygiSLu5J2An4I3Ewnugf4/Q2K7Z9k0yTPAF5N5w7A84A7q+oU4FRgZ+BS4DeTbN/2tRXj86T66azo/b+TbN7qWpjkWRP6sBqkrwGbbNAHehc6q7TvkGSTdkdq7/be5sCCtijjcXSOS4D7gV8GqKp1wL1p/bOBQ4Fe3Ta6XQgctP44SrJVO46lGcnztfrE87UmzCcOw2Nz4KQkW9C5m7AWWA68EDg1yV8Al29Q5grg34HnAu9tg/OWAW9N8jPgAeBNVXVXkuXAF5I8jc5jxdeOo01Pqh+4PckLgUvbY8oHgDfSeUSpGa71ez0Q+PvWteIhOl92jgM+A6wBvsfjXRt+GTg7yaZ07jS9paWfAZyS5I/p3BFbBnwiyS8BNwGHT6BN1yd5B3BBOz5/BhxN54uYNBN5vta083ytyXDlaEmSJEk92VVJkiRJUk8GDpIkSZJ6MnCQJEmS1JOBgyRJkqSeDBwkSZIk9eR0rBp6bV7yC9vLX6UzleBd7fWuVfVIn9qxA/BpOgvhHFhVN/djv5I027VF586tqh270k4AHqiqD03RPmbEtUIaJAMHDb2q+jFtIZupvtBM0O8Bn6uq9073jpLMr6pHp3s/kjSbdZ8rZ9C1QhoYuypJo0jyN0mO7nr9gSRHJdknyUVJzkpyfZKPpa1+lOR1SS5NcnWSM5M8fYR6d05yeZI1ST6fZEGS1wPHAG9O8tUN8s9Pcl/X64OTfKpr+9ok305yUVf+v0tyRdvH/2np+yT5apIzeHxBH0ma85L8cTtfr2nnQJI8PclpSVYn+VaS/Vv6YUk+m+Qc4IJx1j8t1wtppjFwkEb3KeAwgCTzgDfQ6UoEsBud1TVfTGc11/2TPAs4Hti7qnams+rmihHq/RfgT6vqJcCNwDuralXb3werap8JtPHdbX8vBQ5sacuBO6tqV2AX4Ogkz23v7Q78eVW9eAL7kKTZ7njgZe28++aW9pfA16pqF+A1wAe7vry/AlhWVXuNs/7pul5IM4pdlaRRVNX3k9yf5MXA84ArquredrPosvVjENrdq1e1YjsA32x5Nga+0V1n6yO7aVWtT18J/PNTaOZ/AKcn+SzwhZa2L/DCJAe31wuAxW370qq65SnsT5JmouqRvgb41yRnAWe1tH2B1yf5s/Z6U2D9TZavVNU94975NFwvpJnIwEEa26l07iJtB3yyK33Di1QBAb5cVYeOUV8m0YbHNii3adf2kXTuZv0u8O0kL2l5j6qqC7vykWQf4H8msX9Jmul+DGy5QdpWwA/a9u8AewKvB96Z5EV0zpW/X1U3dhdKshuTO1dO9fVCmnHsqiSN7fPAUjoD4rrHHuye5LntkfQf0LlT9E3gN5M8H37Rf3Zxd2VVdTfw0ySvbEmHAl8fqwFV9Rhwb5LFSZ7G412SAJ5fVZcB7wTuBRYC5wNHJZnf2vGCJJtN4rNL0qxQVQ8AdyTZGyDJVsB+wDfaeXPbqroI+HNgC2BzOufKY7vGHLzsKTZjSq8X0kzkEwdpDFX1UJJLgP9qX+DX+ybwYeBFwMXAqqqqJEcAZybZuOX7C+B7G1R7KPDx9mV+LXD4OJryNuDLwC3A9cAmLf3EJNvTuXt1QVVdm+QGOo/br2nXwzuB/SfwsSVpNnoT8LEkH26v/6p1IdoI+JckC+icK0+sqvuSvBf4e2BNCx5upvP0dlKm6XohzSipGq1boKR2p+oa4ICquqml7QMcU1UHDLRxkqQZw+uFhoFdlaRRtEFu36fTD/WmQbdHkjQzeb3QsPCJgyRJkqSefOIgSZIkqScDB0mSJEk9GThIkiRJ6snAQZIkSVJPBg6SJEmSejJwkCRJktTT/weiA1ovNdqfsAAAAABJRU5ErkJggg==
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#plot the number of rides per day of week per user_type</span>
<span class="n">ax</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">catplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;start_day&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;user_type&#39;</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s1">&#39;count&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span><span class="n">height</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="n">aspect</span><span class="o">=</span><span class="mi">2</span><span class="p">);</span>

<span class="n">ax</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">xticks</span><span class="o">=</span><span class="nb">range</span><span class="p">(</span><span class="mi">7</span><span class="p">),</span> <span class="n">xticklabels</span><span class="o">=</span><span class="n">day_labels</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Day of the week&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Number of Rides&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Number of Rides by day of the week by user type&quot;</span><span class="p">);</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#plot the number of rides per time of the dayper user_type</span>
<span class="n">sb</span><span class="o">.</span><span class="n">catplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;start_hour&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;user_type&#39;</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s1">&#39;count&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span><span class="n">height</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="n">aspect</span><span class="o">=</span><span class="mi">2</span><span class="p">);</span>

<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Time of the day (hour)&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Number of Rides&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Number of Rides by time of the day by user type&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">22</span><span class="p">);</span>
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<h2 id="Conclusions">Conclusions<a class="anchor-link" href="#Conclusions">&#182;</a></h2><ul>
<li>Most of the rides take place on <strong>weekdays</strong> and more specaifically <strong>during peak hours</strong> (exactly at 8am and 5pm)</li>
<li>The ride has an average duration of 13 minutes</li>
<li>Casual customers tend to have slightier longer rides and there's not much difference between working days and weekends.</li>
</ul>
<p>All of this leads me to think that the main target group are sucribers who use the bike sharing service to commute to work. But there is an opportunity to offer suscription deals for the casual customers, a group whose main purpose of the rides seems to be leisure.</p>

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