K Means Clustering.html

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

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

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

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

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

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

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<h2 id="K-Means-Clustering-Vs-Hierarchical-Clustering">K Means Clustering Vs Hierarchical Clustering<a class="anchor-link" href="#K-Means-Clustering-Vs-Hierarchical-Clustering">&#182;</a></h2><ol>
<li>Visual Stand Point - We have Elbow Plot to let us know how many clusters in K Means where as in Hierarchical Clustering, we have Dendrograms that tell us how many clusters can be formed from the data itself.</li>
</ol>
<ol>
<li>In K Means Clustering, we need to have K Value in Hand for creation of Clusters which means K Value drives the clusters however, in Hierarchical Clustering, there is no Need of K Value as the Hierarchical Clustering works on the theme of Hierarchy.</li>
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<li>The linkage between the data points in K Means Clustering is done by EUCLIDEAN DISTT however we have several Linkage Approaches in H. Clustering.</li>
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<li>The K Means is divided in Soft and Hard Clustering however, the H. Clustering is divided in Agglomerative Clustering and Divisive Clustering.</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Importing the Required Libraries</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">sklearn.cluster</span> <span class="k">import</span> <span class="n">KMeans</span> <span class="c1"># K Means Clustering Deployment Lib</span>
<span class="kn">from</span> <span class="nn">sklearn.datasets</span> <span class="k">import</span> <span class="n">load_iris</span> <span class="c1"># Here we will pull the IRIS</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Call the Load Iris</span>
<span class="n">i</span> <span class="o">=</span> <span class="n">load_iris</span><span class="p">()</span> <span class="c1"># This will enable the i variable with the data properties</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Creating the Data Frame of IRIS Data</span>
<span class="n">iris</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">i</span><span class="o">.</span><span class="n">data</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">i</span><span class="o">.</span><span class="n">feature_names</span><span class="p">)</span>
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      <th></th>
      <th>sepal length (cm)</th>
      <th>sepal width (cm)</th>
      <th>petal length (cm)</th>
      <th>petal width (cm)</th>
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      <th>0</th>
      <td>5.1</td>
      <td>3.5</td>
      <td>1.4</td>
      <td>0.2</td>
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      <th>1</th>
      <td>4.9</td>
      <td>3.0</td>
      <td>1.4</td>
      <td>0.2</td>
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      <th>2</th>
      <td>4.7</td>
      <td>3.2</td>
      <td>1.3</td>
      <td>0.2</td>
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      <th>3</th>
      <td>4.6</td>
      <td>3.1</td>
      <td>1.5</td>
      <td>0.2</td>
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      <th>4</th>
      <td>5.0</td>
      <td>3.6</td>
      <td>1.4</td>
      <td>0.2</td>
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<pre>array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
       0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
       0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
       1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
       1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
       2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
       2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2])</pre>
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<pre>array([&#39;setosa&#39;, &#39;versicolor&#39;, &#39;virginica&#39;], dtype=&#39;&lt;U10&#39;)</pre>
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<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
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<pre>/anaconda3/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.ufunc size changed, may indicate binary incompatibility. Expected 216, got 192
  return f(*args, **kwds)
/anaconda3/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.ufunc size changed, may indicate binary incompatibility. Expected 192 from C header, got 216 from PyObject
  return f(*args, **kwds)
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<pre>&lt;matplotlib.collections.PathCollection at 0x1a27f85f28&gt;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># from sklearn.cluster import KMeans</span>
<span class="n">k</span> <span class="o">=</span> <span class="n">KMeans</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Fitting the k means clustering algo on the IRIS Data</span>
<span class="n">k</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">iris</span><span class="p">)</span>

<span class="c1"># Tip: There is no train and test data as it is an UnSup Algo.</span>
<span class="c1"># By Default, the no of Clusters in Python is 8.</span>
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<pre>KMeans(algorithm=&#39;auto&#39;, copy_x=True, init=&#39;k-means++&#39;, max_iter=300,
    n_clusters=8, n_init=10, n_jobs=None, precompute_distances=&#39;auto&#39;,
    random_state=None, tol=0.0001, verbose=0)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Predicting here means we want to find the labels of the clusters</span>
<span class="n">pred</span> <span class="o">=</span> <span class="n">k</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">iris</span><span class="p">)</span>
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<pre>array([1, 6, 6, 6, 1, 1, 6, 1, 6, 6, 1, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1,
       6, 1, 6, 6, 1, 1, 1, 6, 6, 1, 1, 1, 6, 6, 1, 1, 6, 1, 1, 6, 6, 1,
       1, 6, 1, 6, 1, 6, 5, 5, 5, 3, 5, 7, 5, 3, 5, 3, 3, 7, 7, 5, 3, 5,
       7, 7, 7, 3, 0, 7, 0, 5, 5, 5, 5, 5, 7, 3, 3, 3, 7, 0, 7, 5, 5, 7,
       7, 7, 7, 5, 7, 3, 7, 7, 7, 7, 3, 7, 2, 0, 4, 2, 2, 4, 7, 4, 2, 4,
       2, 0, 2, 0, 0, 2, 2, 4, 4, 0, 2, 0, 4, 0, 2, 4, 0, 0, 2, 4, 4, 4,
       2, 0, 0, 4, 2, 2, 0, 2, 2, 2, 0, 2, 2, 2, 0, 2, 2, 0], dtype=int32)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Find the Cluster Centroids</span>
<span class="n">k</span><span class="o">.</span><span class="n">cluster_centers_</span>
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<pre>array([[6.02777778, 2.73333333, 5.02777778, 1.79444444],
       [5.24285714, 3.66785714, 1.5       , 0.28214286],
       [6.56818182, 3.08636364, 5.53636364, 2.16363636],
       [5.32727273, 2.45454545, 3.59090909, 1.11818182],
       [7.475     , 3.125     , 6.3       , 2.05      ],
       [6.49375   , 3.03125   , 4.63125   , 1.44375   ],
       [4.70454545, 3.12272727, 1.41363636, 0.2       ],
       [5.76190476, 2.71904762, 4.24285714, 1.31904762]])</pre>
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<h3 id="Role-of-Elbow">Role of Elbow<a class="anchor-link" href="#Role-of-Elbow">&#182;</a></h3><p>Since the K Value by default is 8 which means that it may not be the correct the cluster count and hence we would need the ELBOW Method Approach to find the Correct Cluster Count.</p>
<p>Steps</p>
<ol>
<li><p>We will create ELBOW Plot to find the Optimal Cluster Count.</p>
</li>
<li><p>We will take the Cluster Centres and plot in the Data to see the Centroids in the Plot</p>
</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Elbow Plot: Optimal Count Value 20</span>
<span class="n">clusters</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="mi">10</span><span class="p">)</span>
<span class="n">wcss</span> <span class="o">=</span> <span class="p">[]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">clusters</span><span class="p">:</span> <span class="c1"># Defined how many times the loop will run</span>
    <span class="n">k</span> <span class="o">=</span> <span class="n">KMeans</span><span class="p">(</span><span class="n">n_clusters</span><span class="o">=</span><span class="n">i</span><span class="p">)</span> <span class="c1"># Initiated the Machine</span>
    <span class="n">model</span> <span class="o">=</span> <span class="n">k</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">iris</span><span class="p">)</span>
    <span class="n">wcss</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">k</span><span class="o">.</span><span class="n">inertia_</span><span class="p">)</span> <span class="c1"># WCSS in real life is called inertia in python:: WCSS Value</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Plot the Elbow</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">clusters</span><span class="p">,</span> <span class="n">wcss</span><span class="p">,</span> <span class="s2">&quot;-o&quot;</span><span class="p">,</span> <span class="n">markerfacecolor</span> <span class="o">=</span> <span class="s2">&quot;r&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;No of Clusters&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;WCSS&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;Elbow Plot&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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>
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<div class="prompt input_prompt">In&nbsp;[33]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Since we know that the no of clusters = 3</span>
<span class="n">k</span> <span class="o">=</span> <span class="n">KMeans</span><span class="p">(</span><span class="n">n_clusters</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>
</pre></div>

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<div class="prompt input_prompt">In&nbsp;[34]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">k</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">iris</span><span class="p">)</span>
</pre></div>

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    <div class="prompt output_prompt">Out[34]:</div>


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<pre>KMeans(algorithm=&#39;auto&#39;, copy_x=True, init=&#39;k-means++&#39;, max_iter=300,
    n_clusters=3, n_init=10, n_jobs=None, precompute_distances=&#39;auto&#39;,
    random_state=None, tol=0.0001, verbose=0)</pre>
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<div class="prompt input_prompt">In&nbsp;[35]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pred</span> <span class="o">=</span> <span class="n">k</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">iris</span><span class="p">)</span>
</pre></div>

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<div class="prompt input_prompt">In&nbsp;[36]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pred</span>
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    <div class="prompt output_prompt">Out[36]:</div>


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<pre>array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
       1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
       1, 1, 1, 1, 1, 1, 2, 2, 0, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
       2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
       2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0, 2, 0, 0, 0, 0, 2, 0, 0, 0,
       0, 0, 0, 2, 2, 0, 0, 0, 0, 2, 0, 2, 0, 2, 0, 0, 2, 2, 0, 0, 0, 0,
       0, 2, 0, 0, 0, 0, 2, 0, 0, 0, 2, 0, 0, 0, 2, 0, 0, 2], dtype=int32)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">centroid</span> <span class="o">=</span> <span class="n">k</span><span class="o">.</span><span class="n">cluster_centers_</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">centroid</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">]</span>
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<pre>array([3.07368421, 3.428     , 2.7483871 ])</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">k</span><span class="o">.</span><span class="n">inertia_</span> <span class="c1"># this is when the K value is 3</span>
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<pre>78.85144142614601</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Plotting the Clusters Centroids and plot them on real values</span>
<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">iris</span><span class="p">[</span><span class="s2">&quot;sepal length (cm)&quot;</span><span class="p">],</span><span class="n">iris</span><span class="p">[</span><span class="s2">&quot;sepal width (cm)&quot;</span><span class="p">],</span> <span class="n">c</span> <span class="o">=</span> <span class="n">pred</span><span class="p">,</span> <span class="n">s</span> <span class="o">=</span> <span class="mi">50</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">centroid</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">],</span> <span class="n">centroid</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">marker</span> <span class="o">=</span> <span class="s2">&quot;d&quot;</span><span class="p">,</span> <span class="n">c</span> <span class="o">=</span> <span class="s2">&quot;red&quot;</span><span class="p">,</span> <span class="n">s</span> <span class="o">=</span> <span class="mi">140</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;Sepal Length&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;Sepal Width&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;Cluster Visualization - IRIS Dataset&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class="prompt input_prompt">In&nbsp;[53]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Plotting the Clusters Centroids and plot them on real values</span>
<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">iris</span><span class="p">[</span><span class="s2">&quot;petal length (cm)&quot;</span><span class="p">],</span><span class="n">iris</span><span class="p">[</span><span class="s2">&quot;petal width (cm)&quot;</span><span class="p">],</span> <span class="n">c</span> <span class="o">=</span> <span class="n">pred</span><span class="p">,</span> <span class="n">s</span> <span class="o">=</span> <span class="mi">50</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">centroid</span><span class="p">[:,</span> <span class="mi">2</span><span class="p">],</span> <span class="n">centroid</span><span class="p">[:,</span> <span class="mi">3</span><span class="p">],</span> <span class="n">marker</span> <span class="o">=</span> <span class="s2">&quot;d&quot;</span><span class="p">,</span> <span class="n">c</span> <span class="o">=</span> <span class="s2">&quot;red&quot;</span><span class="p">,</span> <span class="n">s</span> <span class="o">=</span> <span class="mi">140</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;Petal Length&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;Petal Width&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;Cluster Visualization - IRIS Dataset&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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f0Mc2VJwRiTVzePvZt3Hvsw52GocxEsCnLydcdkPRCrKueMupQfJ88iFomllnt9XtYZ0JMHpv8Ln98Z9O7JG5/n4aueJtJo6OtgUZA7v7iegZusB8CPU37m3NGXNfkuwaIgY//veA48Y698fcXVtmjOYk4dfh41FTUNlgeLgux/2p6cftMfWrQ/67xmjMmb5QtX8NYjH+Q1IQBEqiM8fMVTxGPxjGWmf/4jP389u0FCAOfKZcXilXz8/JcARCMxHrv22SYJAZw+Do9dVzcm54OXP5l2OO5IdYQH//4kiURidb9S3jzzr5eJ1caaLI9UR3jxrtebnVxodVlSMMY0a8YXM/EHCjOlezwW57dZizKu/+aD6cQi6ZNGTUUtX739PwDmfT8fzdBsNplIMvWdb1Ofv/1oBplukkRroyyavSTH6Atn0utTMyZLf9DPzK9mpV3XWpYUjDHNCpes3sPNXCTiydQIppnq9vnTD1Ln8XpSw1yHS0JNhseoL1QcTL0PFmWegzkRTzQo217CpeGM65LJZMF+J5YUjDHN2mznoamHsfk2YNi6WUc7HXXYdiQznNb7gz52P240AH0H96b3oPTzrQTCAfY5dY/U59//YZeMk+8M3nxQg4fX7WX/sXtmTE7hkhBDth5ckHotKRhjmuXz+/jrhDMbzD8A4A/58Xg9eH2epsvqnd37/F48XsFfrwmq1+chXBLi/Pv/lLXubr27cuJVRxMsaniADBUH2efk3Ri8+cDUsgv+M45QSahBAguEA/Qb3JuDztw7tezoCw+mV/+eDSbf8fq8hEvD/OXe03P5kRTc7seNYvDmAxtc1Xg8QrAowIUPntXi1ke5stZHxpic/TjlZx6//lmmf/YjpT1KOPCMvdl89DCevvlFJr3xNcFwgL1O2o3fHbE9L979Jh88/SkAuxy1I/v+cU8++O8nvPafd4nWRtlm7y05+sJD6Ds4/XSasWiM6vIaSroV4/V6mfLW/3j8hueYO2M+6wzoyRHnHcDOh26HqlK5vIpQcZBAKMC8HxfwxA3PMeXN/xEsDrLPKbtxwBl7NWnfX1VezcQ7X+ONCe8SrY2x3b4jOPKvB9F3/czTe+Zb1coqxOOhKMOtomgkxiv3vsVLd79B1cpqho8exjEXHcL6wwemLZ+NNUk1xnRK1RU13HXuBN557ENUnVtEh5y9L8dfdkSDCXBUledue4XHrn2G6ooaVGGHA0dy1u2ndIjbP9l89c43/Puc/zD3+/kAbLjlIMbddgrDthtSsDotKRhjOp1EPMG4bS9izvR5DVocBYsC7HTwtlz8yNmpZQ9c8hjP3vpKgyaoXr+XHn27cd+3NxMuyfygtj1NffdbLt3/eiI1TftI3PLBVQwZUZhnBdZPwRjT6Xz+8hTmz/ytSRPUSHWUj579nHk/LgCgYnklz9zyUpM+CYlYgpVLKnjjwffaKuQW+/e5/2mSEMDpf3D/xY+2Q0QNWVIwxnQYHz//BTWVtelXCkx+42vA6bvgy9BvIlId4f3/flqoEFulprKGOdN+zbh+6nvtP1+EJQVjTIdRvxVTYyKe1DOF5prHejP0a2hv4vGQbV6KQrUoaon2j8AYY1y7HL1zxrb5yWSS7fYbAcAWu25KIpZgmC6lcdfkUHGQPY//XcFjXR2hoiBDt03/MFk8wvb7j2jjiJqypGCM6TC22m0zNt1pKMFwwx7HoeIgB43bm179ewAQLg5x6ZgNuI132YEFqXL+oJ9+G/Zhl6N3atO4W2LcbScTKg5Sf2BY8QhFpWFOuT4/kxW1hiUFY0yHISJc8+JFHHvpYXTv0xWv30u/Dftw5u2nMPbG4+sKVlez/cTxAJzv/YqwTyntXsIhf96Xf314dcZ5GjqCISMGc9sn17LtflvjD/oJhgOMPnx77vzyBtbdsG97h0dhRrgyxphGli5YzoOXP8n7T35CPBZn052Gcuwlh/Llq1N57YF3qKmsYf3hAzj+8iPx+byIRxARPF4PHq+H1//zLo/f8ByL5izh9MAM9qtdiQ8oCwovnL0RXHcdANM+/Z4HLnmcaZ/+QCDkZ9djduKEK46i2zpd2uV7f/vRdB645HFmfDGTQMjP7mNGccIVR3LNCxe1SzzNsX4KxpiCW75wBadteT7lSytJxOuGpRYRPD4PiVi9ZR7B6/MSj9Y1S3UeMCuJeJJ+Wsl43iREveGtw2H45hu+nFnBlYf9X4Mhvn1+L13W6cI9U/9JWY/Sgn7Pxj5/eTJXH3lzgyaoPr+Xbn26Mn7qPyntVtJmsVg/BWNMh/HEP56nYlnDhABOr+T6CQFAk9ogIYDTqS0RT4Iqf2ESPhqNhhqNoqecwr/G3t1kzod4LEH5knKeueWl/H2hHCSTSW4ZO75Jn4R4LMGKReU8d9srbRpPriwpGGMK7r0nPiYea/3ENTuwgI1Yjq9xs85EAv3iC4YumpF2u1gkzluPfNDq+ltizvRfqSqvzhBPrM3jyZUlBWNMwTW+QlgdQY1zLpMJk35fnpoazop8RkDTr89HDC0Rj8UbjCjbWOMrpI7CkoIxpuC23XdEq+djGMN0wmSethMgpAnGMK3Jcq/Py44HbdOq+ltq0Kbr4fWm70Tn8/vaPJ5cWVIwxhTccZcd3mQ+hJRGJ9OrWhzV5/EIB/FTw4fLaYSIczA/Ndqf08/hqL8e3OK4W8Pn93HqP8Y0meVNRAgWBzjygoPaNJ5cWVIwxhRcvw36cOvH17DZzkPx+b34gz76DOrF2Xf9ke33H4kv4MMf8tOlVxmn3jCG3ceMIhDyEwj5KSoNc+RfD+L7bfeilmaGrygqYtFBR9NrvR74g358fi+b/25Tbvv0OnoPTD8rWyHt98c9OWf8afTs3x1/0IfP72WLXTbhjs+uT3XE62isSaoxazlVhcibaNUDkFgAvg2R4rEgglaOh/hM8PZFik/i5+834vHrn2f6Zz9Q2r2Eg8/ch+GjhvHUTS8y6Y2pBEIB9j55Nw444/dNJrVZpaq8mlgkRpeeZYjbrbemqpbaylq69CpLjf8TrY1StbKa0u4l+Pw+qK5GBw1CFi/O/GV694ZZs9BQiJVLygmEAhknsGmtKW9/w5P/eI6538+nz/rrcMR5B7LDAelbfKoqKxaXEww78Sz7bTlP3/wSHz7zGV6vh93GjOLgs/ahrHvhmsy2+3wKIrIe8BDQB0gC96jqrY3KCHArsC9QDZyoqlOy7deSgjH5lVx5FdQ+A1pTb6kfZ+C2unv4iUSQ1x4r4/aL10WTznEjEPITjyUQkdSD3EA4QN/Bvbn902vzP6fBxIkwZgxUVTVdV1wMjz0GBx6Y3zrTePLG53n4qqcbDN0dKg5ywBl7Nex5ncaCWQsZt+1F1FTUppre+oN+uvQs5d+TbyxYJ7uO0E8hDpynqsOA7YFxIrJJozL7AEPc11jgrgLGY4xpRGPToObpRgkBIAaNHup6vRF2P2wJgzepOyBHa2MkE8kGLXuiNVEW/PQbz976cv4DPvBAGDkSGj/A9Xphm23ggAPyX2cjS+Yv48HL/9tkLofaqggT73iV2dPnZd3+jrMeoGp5VYO+GLFIjOWLVvLAJY8VJOaWKFhSUNUFq876VbUCmA6s26jYQcBD6vgM6Coi7T/4hzFrCa15Hmg64Usm/oCyx+HLmy0XrY3x6v3vtCKyDETg/vsh0PDhLYEA3HcfDUaZK5APn/4sYzWJeIJ3H/8o47bR2ihT3vyaZLLpHZpELMF7T3ycrzBXW5s8aBaRQcBWwOeNVq0LzK33eR5NEwciMlZEJonIpMXZ7icaY1pGK6Bx7+AsvD4o6ZJb+/raqkjzhVbHBhvA2WdDUZHzuagIzjnHWd4Gaiprm/S4XiURT1K5Is2tLVcsEssym4KTTNtbwZOCiJQAzwDnqGp549VpNmnyM1PVe1R1pKqO7NWr7VsQGLOmksBOIMU5l6+u9DDlg+YfhopH2Hz0sNaElt1ll0GJO25QaanzuY1sutPGBDI0rw2XhNhy180ybltUVkTPft0zri/U/MwtUdCkICJ+nITwqKo+m6bIPGC9ep/7A/MLGZMxpp7Q70G6QJOmnkLjc7ZEQqhc6eOjl5t/EBoI+Rlz6eF5C7OJoiK45x7n/T33OAPitZHNR2/Cehv1bTIdqNfnpVvvLhlbIIHTR+HUG8ak7bMRLApw8rXH5D3elipYUnBbFt0PTFfVmzMUewE4QRzbAytVdUGGssaYPBMJID2eBP8IIAhSCgQgsJvzIuAuC+IJbs0rz5yCeIIUdykiGA4wcNP1OPisfQiVhCgqCxMqDrLOgJ5c/cJFbLDFoMIGf+CB8MknbfJwuT4R4ca3LmfkXlsSCPkp7lKEP+Rn+Ohh/Ouja1JThmayy1E7Me7WkyjpWky4NEy4JETXdbrw1wlnMmKPzdvoW2RWyCapOwMfAt9Qd9Pyb8AAAFW9200cdwB74zRJPUlVs7Y3tSapxhSGJhZAYhF4+yPeHmj8F7TyXoh/C96BSMlYVD1EF19JrOZHxFNE0TonQdFJxCIxfvl2LoFwgEGbrke0Nsq7j3/Mu084D113O3YUux69E4FQoJko2k4inuDj57/g9QnvEamOsNPB2/D7E3eluKwo530sX7iCBbMWsc56Pei5bss6o8VjcX7+32w8Xg/rDx+QcUiMfGn3fgqFYknBmMLT2jfRFefhNEuN49xU8OI0VW3EOxh6vJLqdFa5ooqzdvgbS+YtTT1sdq4genHbJ9dQ3CX3ZxiFEo3EuOj3V/PjlFnUVtUCzu2b4i7F3PF5x+1t3BodoZ+CMaYT0mSlmxBqqeurkCRtQgBI/AzV41Mf773wEX6btahB66Paqgjzf/qN+//W/u3wAZ6//VV+mPRTKiEARKqjrFi0kptO+Xc7Rtb+LCkYYxqKvEmLDw1VDwHOcA5vPfJB2iab8WicNx58n45wd+KFO19rMvkNQDKR5H/vT6N8WUU7RNUxWFIwxjSUXE7Gq4JM1JlMJh6LE4tk3jZaEyGZyL1fRKFULK/MuM4b8FG5PHNfgzWdJQVjTEO+YSD+Fm4zEAB/wE/PdTO3w19nQK9mW+e0hfWHD8y4ToCea+AzhVxZUjDGNBTYHjy9adp3IYvSv6XeHv/3I9K2ww8VBTnhiiPzEGDrnXDFkU3mOQAIFgU55Jz9CARbmBTXIJYUjDENiAjS/SHwbQyEnR7PUuQmisa9mQVKLsQT3D61ZO+Td+PICw7E786FUFQWJhDyc9SFB7HnCb9ry6+S0YjdhzPu1pMJFgUpKgsTLg3jD/rZ8/jRnHD5Ee0dXruyJqnGrGWS1c9B5b8gWQn+odD1Jkgsg4p/QvJX8G4EZRfh8a3rjKIanwXePm4HtwhacStEPgBPDyi9FE9go7T1VCyvZOq73wGw1W6bUdI1fVPUSW9+zSNXPUXF0kqGjx7GqTeMobY6yhsT3uO3XxaxwZaD2GPMqLRNWSM1Ed578hOmffoD3ft04fd/2JW+g3s3KaeqfPXOt3wy8QtEhFGHbc/wUcOorY4w9Z1vidbGGD5qKN37dEsb45Jfl/L6hPdYOHsxQ7Zan93GjGpRf4aOwPopGGOaSC7aG5I/51a49Eo8xXXDLmh8NrrsGOehslYDPsALJWfhKRm7WvFctNfVTH7zfw0XCvh8PjxeIVobI1QcxOP1cMPrlzFsuyGpYvN+mM+5oy4jUhOlprIWn9+Lx+vhpGuP5fBz90+Vi9ZGuWiva5j51SxqKmsRcW4TDR81jKsmXuhM4JPFW49+wC1/vBtVJRaJEyoO4vV5+cebf2fjkW0zCF8+WD8FY0wDyfJbck8IABWXk0w6rXRUFV1+OiSXpVoaOX0YIlB5Bxqd2uJ4Xrjr9aYJAUCdVkyrRgytrYpQXV7DJfteSywaS8Vz6QHXs3JJBTWVTl+DeCxBtDbGhMse5/tJdfM0P3Dp43z/5cxUOVVnn/97fxqP3/Bc1hgXzFrILWPHE62NEYvEU/FUrazmb/teSzyWfrTUzsySgjFri+r/tHybCneyxPh0SM4n/TDbEbR6Qot3/dh16cbIzCwRT/LZS87EjD9M+oml85en7fMQq43x3G2vAJBMJnnlnrfSDkkdqYny/G2vZq3zlXvfIplIP1R4LBLny9dangw7OksKxqw1VmN+g+TxYkwAAAAgAElEQVQvzr+J+WRujaQQn9PiXVcsy9xXIJ1YNMbiOUsAWDh7MR5v+sNXMqnMn+mMqxmpjmSdo6B8aUXWznS//vgb8Wj6pJCIxVnkxrMmsaRgzFpjNR6M+tw5EXyDQDPdKvGCP/3D5my69+naslACPtbdyJmYsf9G/UjE03eC8/o8qX4IoeIQ4dJQxn326NcNyTJb2+DNBxAIpW+e6vV76b/RmjdRpCUFY9YWJWe3cAOB4j8573wbgm8j0l8t+JGiE1sczsnXHZt7JAJFpWFG7rUFAIM3H8iAof3w+poewnx+H4eeva+7nXDYuftn7JNw1F8PylrvPqfugXia1iEilHYrYavdh+f8HToLSwrGrCU8JSeCb/tmyzkEut6Fx1N3li3d7gLvQKfPAl6QMBCEsqsR/9AWx7PrUTux9ym7NVnu9XsJhgOES0J4vB7CpWG69e7KjW9d3mB46ateuIi+g3sTLgnh9XkIFQcJhAP85f4zGLhJ3dxdx1x8CDscMJJgOIAv4MMf9BEI+dn16J046Mx9ssbYo283rnj2AkLFwXrxhOjerxv/ePPvqZFh1yTWJNWYTkhjMyD6GUgQgnsg3tynqU1Gp0H55aArwL8tlF4OUgkVt0FijnPLqGQcqkEmvTaVOTPms856PdjhwJH4g36Ifgqxb8DTFUJ7I57mZ2LL5tefFvDwFU+xckk5I/bYnMPO3Z9ITZSPnv2cpb8uY8Cw/my334i0w2Mkk0m+evsbfpz8M2U9yxh9+PYZ+0PMnj6PL175ChHY/oCR9B+S+62fmqpaPnrmc5bOX8aATfqz3b7p4+nIrJ+CMWsg1Qi6fBxEv8BpCeRx/i35E56SP+Wtnnk/zOf83a+kuryaWCSGP+jH4/FwzYsXsdnOBZx72RSM9VMwZg2k5ddC9HOcuQ6idf9WjUdr385LHYlEgvN3v5Jl85dRU1FLPJqgpqLWbZt/3Vo9rPTawJKCMZ2EJquh5jnSNi3VGrTqrrzUM+m1qVSXV5PuJkIykeSNCe/lpR7TMVlSMKazSP4GkmVIhvgvealmzoz5GedEiNRE+enr/NRjOiZLCsZ0Fp6eoFkmv/Hk/rA5m179uzsPlNPwB31pB5wzaw5LCsZ0EuIpg+BonIHoGgsjxafkpZ4dD9omY1NL8XjY55Td81KP6ZgsKRjTiUiXa8G7nttXAJz/wmEI7Q7hQ/NSRyAU4OoXLiJUEiIYdjp9+YM+pw/AvafTay2elWxtYE1SjelkVGNozUSoeRE8YSg6GQlsk3a4BtWo03xVa8G/JeLtmXM95UsreH3Cu/z8v9n0HdybfU7ZnV79e6DxeRCf5vRT8G+NSPu2118wayE/Tf2Fsh6lbLbz0DWyQ1k+5NokNftA4saYDkU1iZZfBzVPgQQAhejnaOkVSFHDIRuSNa9A+SU4sw4DGkXDhyJll+d0IC/rUcoR5x1YV3eymuTy0yHysTuHs4KEoOttSGCb/H3JHNVU1nDN0bcw9Z1v8QV8qCqh4hB/f+o8Ntup5T2sjcNSqjGdiFbeBjXPAlHQStAq51V+GRr9sq5c9CtYeZG7vtJ5EYWa59GKm1av7pXnOQmBSF3dyaXo8j86Vw9t7Jqjb+Grt51Z06rLa6ipqGX5byu4eJ9rWTR3zRu9tK00mxREpJeI/E1E7hGRB1a92iI4Y0wd1ShUTwBq0qytRStvrytbeSdOx7am5ah+FNV0+8hSd+JXiHxI+j4SMbT6oRbtr7UW/LyQqe98m7bpbCIaZ+Idr7VpPGuSXG4fTQQ+BN4C0g8sbowpvMSv2dfHptV7/23mcuKB+NyWDXcdm+HcrtJoupUQnZz7vvJg5lez8AV8aedKiEXjfPvR9DaNZ02SS1IoUtULCx6JMSY7T5cscxoAnrKG7xPL0pfTmLOvFtXdFcjSKMXTti2SynqUpu1xvUq33q0bpG9tlsszhZdEZN+CR2KMyUo83cG/Ben/24YgPKbuY9FxzrImPODfFPG2sAOafyuQ9KOPOn0kxmRYVxibjRqaai7bWKg4yAFn7NWm8axJMiYFEakQkXLgbJzEUCMi5fWWG2PamHS5AaQLEKy3tAj8myDFx9eVKzoa/Ju7cx6sEgIpQ7rc2PJ6xYN0vc3tH1H/YByG8N4QGN3ifbaG1+vl8qfPI1Qcwheou+ERKg6y6zE7M2KPzds0njWJ9VMwpp1oYgkkF4K3H+Lplvt2yRVoxb1Q+7Qzn0LReUjxvoAX4j8BCr4NAEVrXoeah52WQsHfI8XHZaxr+W8zKV/8E936bUpZj/6pukj8Cp5eiHcdNLEArfoPRD92lhWfDIFRWae0LKRFcxbz3O2v8u1HM+jepysHnLEXW++5ebvF05HlbT4FEXlbVXdvbllbsaRgOjtNLkNXnO90KpOAc48/uBvS5VrEU5JmA4XPPoPttycZj8PSbYGqhmW864NWgFY7nyUM4WOhdiIkFjsPlxEoGYcUndzgoLnit59Y+M1JDByykFjMgz+QZOb0wWy89QZ4E+/VPWD2bw2+gVDzvDMwn8bAtwHS9SbEt0GhflwmT1qdFEQkBBQD7wC7kOoBQxnwqqpmnWnDbba6P7BIVTdLs34XnJZNs9xFz6rqVc0FbEnBdGaqcXTJPm5LovoPjQPOvf7uTzQ9y504EQ4+GCZOJLntlUBr5jMIQ+k5eIpPAiAWqWLptzvSfZ0afPXGwEsmAIGGnYNXxaUNl0kp0vN1xGvDX3Rk+Zhk5zRgEjAUmAJMdl8TgTtziGECsHczZT5U1S3dV7MJwZhOL/I2JBfTMCEARJ1mn7GpDRdXV8PYsQDoqadAzcpWBlADlXeg7mirP3w8ntIukQYJAcDjbZwQwEkGjU8iFTSCVj/WyrhMR5ExKajqraq6PnC+qq5f77WFqt7R3I5V9QMgQ5s4Y9ZOGvmk7hZPEzGo1ysZgKuvhspK533lSuSWfPyXSqbmXkhUf0C4JNnK/UUg8n6rozIdQ8Z+CiKyasjFX+u9T1HVZ/NQ/w4i8jUwHyf5fJchlrHAWIABAwbkoVpj2omnhNS8yk14G7YWmjkTbr0Vapzex1ITQ+9dAceWwaD0zTFzonHwOKOsJrWYRBy8rR0FzZOpuarpbLLdPjrAfZ0C3A+McV/3Acfloe4pwEBV3QK4HXg+U0FVvUdVR6rqyF698jORiDHtQUIH0LBJZ30Kod+7bxVOOQWijXoQxxT5yyKy9txqjnc9xLsuAN0GnUAs2soh0CSMhI9o3T5Mh5Ht9tFJqnoSzk3ETVT1MFU9DNg0HxWrarmqVrrvXwH8IpL7uL7GdELiHwrhwxr1HwAIQ8lZdZ3KXngBJk+GRMORZSQBTK2FNxq1PmrCh/Pfu34C8oAUIV1vSC0ZOHwvfpy2KTXVDQ8FsSgkE41HUg0AXuoeOAOEwLcFhJp7fGg6i1wuGgep6oJ6nxcCLRg0JT0R6QMsVFUVkW1x/oKXtna/xrQlTVYBmr4paQZS9ncIbodW3QeJBeBdHyk5DQmOcgqserhclf7ALzUK5y9CRxdB2D3wd7kJ4l9D9UuAQng/CB8Nkdeg+r9ArdOfoOQMxDfIGVxPa0DKGL7vU0x/7zaKfI9T1q2KpYu6QtFYhozYAK0a7/R98PRGik9BvQOg6m7ngbinK4THIEVHINnmjl5N8Vic6ooairsU4fW275wNa5NcfpPvicjrwOM4Vw1HA+82t5GIPI7TlLWniMwDLgf8AKp6N3A4cIaIxHGGfTxaO1tPOrPW0ujXaMXVEHMeg6lvI6Ts0pzmFRARCO2NZDq7rv9wOdM+qoPIvUfCdde58XyFVn0GutgpEP0MvOtA1f2gboul2hdRilBd6rSCAmeMpOIz2WTXsxE5B4D6DUsluFPDegECuTQ+XH01lTWMP/8h3nr4A5KJJIGiAIedsz/HXnKoJYc2kFOPZvdBs3sawweq+lxBo8rC+imY9qaxb9GlY2g6hHUI6X5/6yecKSuDihz6IpSWQnk5GvsfuvQ40g+VnY7QsGlpGEpOxVNyVstjzbNEIsGZ213M7O/mEovUNdsNFgXY+dDtueih9o+xs8pHP4UUVX1WVc91X+2WEIzpCLTiRjLOaVB+XesrGDcOLWr8zKFRDGEfnHmm8778BnJPCNC0r0ENVN6DJlvTKS4/Pn95Cr/+sKBBQgCIVEf58OlP+XXmggxbmnzJNiDeR+6/Fe5AeKteNiCeWWupatO+BPXFZ6DakgN0GpddBsXN3NktdsqpJiE2pXX1gTO9ZrT9r8A/fu4Laioz//wmvf51G0azdsrW+mhn999SVS2r9ypV1bJM2xmz5mtusLVWDsZWVITedgIaTr8fLRL0n/0hvOpqIk+Dv0n7z87r8WWOQUTweNs/xjVdtiuFf4nIESLSry0DMqYjExEIjibjgdi/FSLB9Ota4ohrYcsQ2ui5qnqBLUNwwIFuPB4I7JQ5npwlILBtK/fRersetROh4nTzQEAyqWy//9ZtHNHaJ1vanQkcAnwiIr+IyGMiMk5EthLpAKcUxrQTKf2rO+FM/QOxOH0Ayi7NSx0ebxf0zmPB3+hg7xf0pn7Q9fK6mssucuc5aBRPRo1b8ISh5AKkSd+JtrflbpsxbIchBBpNoBMqDnLgn/aiV38bdK/Qst0+ukNVj1XVQcAOwLPABsBTwIq2Cc+Yjkd8g5Eez0BwT5wOXX4IjEa6P4n4N8lbPZ6t7oMzdkvdRtKwwGkbwMgP8Hi614tnQ6TH0xDcrS6e4C5Qdit46w0LI8VQciEUnQBSCnjBNwTpehOe4nwMUtB6Ho+Ha1+6mGMuPoSu65Th8Xros/46jLv1ZE775wntHd5aIWuTVHHG8B0O7AjsBGwCLAY+VdUr2yTCRqxJqskXrXkFrboT4nOcjlhFxyPFJyHib37jNJLRybDsdGDVSKZeZ4rM+DSITcZp9ROC8EmQ+AmibwMJwAeBg8ATgtr/AjHA48xmpgchQw9DlkTQnj70u6uh6+5QeZfzYFj8ENoPwodA9UMQec+pJzAaKT0X8a3f6p+TWTPkYz6FN3HmTpgKfAZ8pqrT8xrlarCkYPIhWXkHVN5Lw6alIQiMQLo9QEvvkCaj38Cyw/IaY8prlXhOWkByQl/YqytOIqn//9aLM8CeUDfQnscZk6jHU4hvw8LEZTqVfPRT+BnnL2+I+9rQxiYyawJNLIXK8TTta1DrDN8Q/aTlO13+p3yElt5exSRf7A+/L8aZh6HxidyqJFF/5NUkaHV++k2YtUrGxtCqehqAiJQB2+PcQhonIr2Ab1X1D20TojF5FnkPxNv02ArOgbTmRSS4c8v2qQvzEVl6IjBydR4CK0Q/RTVekLGJzJopl7+UCFCNc1oVAfqTeexfYzqBGGi2iWUibRZJ4TW+gjAmu2z9FG4Rkc+BBcBVQCkwHthYVYe3UXzG5F9gR9JfJgAUIcE9V2Onpa0IqIB8myBi53Amd9muFGYBjwJfqWoiSzljOhXxDUBDe0HtGzQcM8gP3j4QWo2k0OVaWPnnfIWYRaZZ29IJIWUXFzIYswbK1k/hNlWdZAnBrImkyw1QfJLbCS0EBCC0F9LjydU6s/aE94bSv9Pkv5RnOHgatc/wbQfSaFpZz1DwNroA9/SH4nEgXYEgTn+InaH0cvD0JdUnwb8VlF0LviHOZ/zg3QDpNr71I7aatY49fTJrJREfUnouWnImJJeDpwyR9MMrpKPJFWjVw1D7EpB0Zh4LHw0koPoR0GoI7IaU/BHxDSCZWAqJheDb0OkHEXkPrRwPiblOB7LSPyGBbUkmqyH+C/j64fF0RWM/ook5Tp8ETxdnDobwwVB0LCSXggQQjzsUWdERaHI5zqQ/3VGtIVk1AWqeAnUn2Sk+FfH1z/8P1KwxcppPoSOxfgqmvWliCbr0EEiuoO6htB/nto6v3jKfc9Du/gji3yy1fbL8Bqh+nCZ9JErPxVN8Ul09kY/R5WcAUepuGYXdvhT3Zm1RpMlqdNlREJ9N3S0yH0gQ6f5oXntem86h1f0URKR7tld+wzWm89DKm5yz9AatlGI4/QXqL4s7TVxXXFC3bexHqH6UtH0kKm5CE0uccppAV5znLG/wDKEGYl9B7WvZY6x+yLniaPDMJA5aha68MJevadZS2W4freqXn25kLQUGFyQiYzq6mpdxOpHlKPErGp/jPOCufSHLth6IvA5FY5wDf6amsVqNVj+BhPfPEuN/M28f/wVNzEe8NgCyaSpb5zUbNMWYRpzbrS3sxyBe0CrnfbIc54oinRgk3XJaRdYBB7SZWdI03cxwq+LxOfXYdMcmjZwGeBGRbiKyrYiMXvUqdGDGdEQiAr6hLdxKwedcWEtgO6Aow86DEBjhvPcPB82UfALQXI9r/0gy//cW8A1sJmaztmo2KYjIqcAHwOvAle6/VxQ2LGM6Lik9D6cZay6Fw1B8at3EO6E9wNudpqfpfvAOBr8ziYx4ukP4oPT1SAApOj57tSXjcJqxNhaG4tOtQ5vJKJcrhbOBbYDZqrorsBXO8NnGrJUkOBq6XOf0H5BikBKQMig6BTz9nAlvpMRJCEUnI8Xj6raVANL9CfCPAILuvAYBCI5Cuk9wrkRWlS27EsKH1SsXAu9gpzWTt0/2GP1DkW53g6dPw3hK/ogU/7EgPxezZsiln0KtqtaKCCISVNUZIrJxwSMzawVNLkOrn4TIJ+DphhQdBYEdGxwc25smq9Ca5yHyBkgICR/qTGhTGofqx4AkhI9Eig6E0r9C/Aenn4J/aNrZzMS7DtLjUTQxHxILwDsA8fZqWk58SJfL0dK/QPxHp5+Cb4Oc45bgDtDrfYh/7/RT8G/cIWZXMx1bLklhnoh0BZ4H3hSR5cD8woZl1gYa+wFddixolFVNJzXyvnOLpcs/O0Ri0MRv6NLDIVnBqmakGvmsXgn3gW7lj2j1fc78Bf7czpnE2w9yaAEkntK6Zw0tJCLgb+kzELM2a/b2kaoeoqorVPUK4DLgfuCgQgdm1myqiq74M2g5DdvS10DtW07TzA5AV17i9kmo35qnpt5rVcEap+lphc1fYDq3XB40P7zqvaq+r6ovAA8UNCqz5ov/6Nw6SasGrXqoTcNJR5PlEP2czE1IG4tBzSuotqAPgzEdTC4Pmjet/0FEvMDWhQnHrDWSy5z28hnXL227WDLGsIKWDw+WyNKU1JiOL9swFxeLSAWwuYiUi0iF+3kRMLHNIjRrJt+GWQ6eHvBv3qbhpOXt48x61hKerk5rH2M6qWxDZ1+vqqXA/6lqmaqWuq8eqmqDtJtWEW9Pd96CdG3pA0jxqW0dUhMiASg6Aci1xU4Yiv/UIR6QG7O6crl9dImIHCcilwGIyHoism2B4zJrAelyvdszN1ivvX8J0vVfObfgKTQp+TOEDwACbozFOCOV7kGDuAlC0fFI0Zj2DdiYVmp26GwRuQtnmMbdVHWYiHQD3lDVdpm9w4bOXvNofA7E/geeErePQu69bZM1b0HVvc5YQcFRUHI2Hk/TXsDJ+M9QfiMk5oB3Ayj7Kx7fek1j0SjUvoFGJzn9JsIHIb5BaGIRRL9wh6LYEfEUuw+iP3Hmew5u78xhEPserX0JkpVIcEcI7gqJ35x+DsklSGALCO3TorkbjMmHXIfOziUpTFHVESLylapu5S77WlW3aGa7B4D9gUWqulma9QLcCuwLVAMnquqU5gK2pGAAkskkLDsU4tMarfFBj4l4/EPqylbeDpW3N91J6aV4ik9IfdTEfHTp0c5gc1rl7AsvlJyOp2Rc0+3rUVW0/GqoeZrUMNpSDARBK3EGFo65zxtCSI/HEZ+NOWnaTqvnU6gn5rY4UnfHvchtktgJwN5Z1u8DDHFfY4G7ctinMY6qW9IkBIA4LDs29SkZ/yV9QgCouMaZEc2ly8dBclHdiKbEgQhU3oNGv8geT+R1qH0Gp8+F24RVq0CX4UySE3OXVYMuR5ePpbNNcGXWDrkkhduA54B1RORa4COg2R46qvoBsCxLkYOAh9TxGdBVRPrmEI8xzpSXmehKktHvnPflN2bfT+UtzibxnyD+E+nPd2rQquxdc7TqvuzDVTcsDcnFzi0zYzqYZhthq+qjIjIZ2B1nwp2DVXV6HupeF5hb7/M8d1mTHk0iMhbnaoIBAwY0Xm3WRs0dgOPTIbCp8wwhm8Rs998FIH5njKC0+5vdzH4ydcTLRCA5H8h6F9aYNpcxKYjzJOx0YEPgG2C85rerZqYZ3ZouVL0HuAecZwp5jMF0VlLiDpGRgd892PqGQOKHzOW8G7n/DnDHYEpbmbOfbLwDnbP/XGnS2caYDibb7aMHgZE4CWEf4J95rnseUL/5R39soD2Tq+Kxmdd5etU9aC69IHM5BErPdd75Brgd5vxpygWR4lOyhiMlY8m9P4MXfAMR/yY5ljem7WRLCpuo6nGqOh44HMj3bGsvACeIY3tgpaq29BrcrKU8JWMhkO5PMgzdn6or5+sHpVekKSfQ5SY8npK6Jd1uB98gt4WQB2eCmyCUXuw0Jc1CgrtAyWlAwNkGrzN/gWeA81nCzj6lGLz9kG73tOTrGtNmsj1TiK16o6rxlvbSFJHHgV2AniIyD7gc9zRMVe8GXsFpjjoTp0nqSS2qwKz1PN3vcx4oV93t9lPYDcLH4vE0PNfxFB9LMrwvVPwLEr+AdwiUnt0gIYA721mPlyD6KcS+Bk8XCO3tLM8lnpI/oeFDofYNp5VRYBtnMh1dCbWvQXI5+DeBwChEcpoJ15g2l7GfgogkgFVt8wTn2rjafa+qWtYmETZi/RSMMablcu2nkPFKQVUbTyJrjDFmDWfXsMYYY1IsKRhjjEmxpGCMMSbFkoIxxpgUSwrGGGNSLCkYY4xJsaRgjDEmxZKCMcaYFEsKxhhjUiwpGGOMSbGkYIwxJsWSgjHGmBRLCsYYY1IsKRhjjEmxpGCMMSbFkoIxxpgUSwrGGGNSLCkYY4xJsaRgjDEmxZKCMcaYFEsKxhhjUiwptAFVpTIaJRKPt3coxhiTla+9A1jTvfTDDG785EN+q6wEYPSAQVyxy270L+vSzpEZY0xTdqVQQE9++w1/fet15pWXE08miSeTvDd7Fgc+8QiLq6raOzxjjGnCkkKBxBIJrv/ofWob3TJKqlIVjXL/V5PbKTJjjMnMkkKBzFi6hIQm066LJZO8NvOHNo7IGGOaZ0mhQDyAZlvvkbYKxRhjcmZJoUCG9uxFyJv+OX7Q6+XAjYa1cUTGGNM8SwoF4vV4uGrX3Qn5GiYGn8dD11CYE7fcqp0iM8aYzKxJagHtO2RjSoNB/vnJR3y3eBFBr5f9NxrK+TvuTNdQuL3DM8aYJiwpFNioAYMYNWBQg2Uzly3l8nff5sM5v+ARYa8NhnDO9jvSr7SsfYI0xhhXQW8ficjeIvK9iMwUkYvSrD9RRBaLyFT3dWoh4+kIpi1exMFPPsobP8+kKhajIhrluRnT2O+xh/m1vLy9wzPGrOUKlhRExAvcCewDbAIcIyKbpCn6pKpu6b7uK1Q8HcXl771NdSxGUuvaJiVUqYhGuOnTj9oxMmOMKeyVwrbATFX9WVWjwBPAQQWsr8Orikb5euFvadclVXn9px/bOCJjjGmokElhXWBuvc/z3GWNHSYi/xORp0VkvXQ7EpGxIjJJRCYtXry4ELG2iUyd2erWZ+vZYIwxhVfIpJCud1bjo96LwCBV3Rx4C3gw3Y5U9R5VHamqI3v16pXnMNtOWTDEgCwD4W23bv82jMYYY5oqZFKYB9Q/8+8PzK9fQFWXqmrE/XgvsHUB4+kQLh29a5O+CwBhn4/zdxzVDhEZY0ydQiaFL4EhIrK+iASAo4EX6hcQkb71Ph4ITC9gPB3CLoPW5459DmBAWRcCXi9+j5dhPXvx0CGHM3yd3u0dnjFmLVewfgqqGheRM4HXAS/wgKp+JyJXAZNU9QXgzyJyIBAHlgEnFiqe1aWqvP7TTB6YOplFlZUM69WL00duxxa9+zQp++8vP+OOLz6jNpHAI8LO6w3k0tG78J+pU/h47hxK/H6OGb4Fuwxan32HbMTLP/6Az+Nh/402Zkj3nk32F00keHb6dzz6zddURCPs0H8AY7fehvW7dmuLr26MWQuJdrKHmyNHjtRJkya1SV2qysVvv8FLP35PdSwGOA9Kgj4f1+62J4cMrWth+8eJz/L27Flp9+MFEu77oNdLPJnEgxBzHzwHvT56FhXxwtHH0S3s9HSOJhIc/9xTfLtoITXu8NteEQJeHxMOPpRt+tnzB2NM7kRksqqObK6cjX2UxeQF83nxhxmphADOk/LaeJxL3nmTqmgUgMWVlRkTAtQlBIBIIkFCNZUQnGVxFlVVcstnH6eWPTdjWoOEAE7rpJp4jHNff4XOlsyNMZ2DJYUsnpr2bZNJclbxivDOLz8DcNWH77a6rlgyycTv6x6pPPbN1w0SQn0ramuZsaTzNs01xnRclhSyWFlbm3FOhKQqle6Vwora2rzUVz8BVUQjGct5Rahw6zbGmHyypJDFqAEDCfv8adcpMKJvPwAOHbppXurbtNc6qfc79B+AT9JPxBNNJBnas/P21zDGdFyWFLI4eOgmFPl9eBodnANeL1v37cfGPZwWQ4cM24SAp3U/ypDPx3k77pz6PHbENgQy9Gc4dvjmlAWDrarPGGPSsaSQRXEgwNNHHMuwnr0I+XyUBgIEvF72WH8D7t6v4TBO7514KuE0B/Gd1xuQ2rbI76dfaSknbrEVxf4AJYEAxX4/XUMh/m+PvdlpvYGp7QZ27cpDBx9O/7Iyinx+SgMBgl4fx2y2OX/b+XcF/+7GmLWTNUnNwXMzpnHzpx+zoraG9bt158rf7cbM5Uu54aMPKI9EKAkEOG+Hndlz/Q146oH7eLwkTN+SMi4ZvQtb9e1HZTTKjCWLKQ4EGNqjJ5FEnGenT+OZ6d/h83g4bvgW7L3hRvi93j5ioXcAAA6NSURBVCZ1qyrfL11CZTTKxj16UmpXCMaY1ZBrk1RLCs04/rmn+HjunJzK7vnNt4y/bwJ/PPUk3t18M4JeLyduMYILdqobvmJZTTWH/vcxllRXp5q6Fvn9bNi9B08cdiShDM8wjDGmNayfQh68OvOHnBNCKBrl2ieeBuD6J57CH4lSE48z4espTP1tQarcle+/y4KKigZ9H6pjMb5fsph/f/l5fr+AMf/f3r1HR1nfeRx/f2YyuSJ3ahXCLSgrRUREEBBBAUuVFfeo9VLrqt1qd1eLa3ddL7va3V6OtedoXdzWKuhaF6WKYj22xTtKF5FbkZt3QQgKCVURSEgyk+/+MU+GGJJJMpM4ZOb7OieHmef5Pc98f3CYb57f8/y+P+fayZNCEne//lqb217z7PMU18QfIy2ureHaZ58H4pPVHl6/Lv46GuXZ99+lrv7QEto1sRgLNqzvgKidcy51nhSS+KS6qk3tBlXu5opX/kRxw3BQbR1XvLKMgbt3U2/Gzn37ANhfl3xuQbK5Cc4592XwpJDEiL5fab2RGbc/+hiRJrOPI7EYtz/yGPmhECcdFS8G27OwiOIk9wy80J1zLtM8KSRx65SprbaZvnETI7eXk9fkhn1efT2jtpczfeNmLjn+BABCElefdHKzj64W5eUxZ/zEDonbOedS5UkhiaG9+vCzaWcesoRcJJioVlhby08XLqKkhZITxbW13LVoMV8NH0wC3z3pZC782vEUhMOURCKURPIpCIf5/rgJnHXMsZ3VFeeca5NOW0/hcGJmrNxRzgtb3icsMXPYsZxw5FdRM2Uklm/fxtyVr7HnwAEmlg7k+lMmURCOcOOLS6iNxehVVMRvz7uQV7dsoerGGxI3l1sSrq5mwTfP47YZ0wiHQlwy8gRunXI6J/cfwOObNpAXCnP56BOZ2GjiWmNbPvuU3731JntqDjC+fynTh5aRl+bsaeeca0nWz1OoiUa5/HdPsKFiF9XBjeDCvAiTBw7inrP++gtfsJc++RjLy7e3+dzrb7iFbq0kBYC9BQWccMdPvrCtOBKhqq6OEPH1GaYOHsJ/zZxFuFE8d61Yzn1rVhGzeqL19ZREIvQqKuLx8y/myG7d2hync875PIXAz5cvY93Oj6mqq8OIF7Krjtbx6ratzF97MLnMW7u6XQkB4DeTJ1IVST7ZrCo/wsOTJx26PUhQ9UB1NMrSrVv4nzfWJvYv27aVeWtXUROLEg0eYd1fV8fHe/dy7ZJn2hWnc861VVYnhVh9PQs3baAmFjtk34FolPnr1iTe37tmZbvPf8/XZ1DVStmJ/fkFzP36jFbPVR2NMn/twXjuX7u62fUUYmZs2LWL7Xv2tDte55xrTVYnhf11tdQ1kxAa/KXq4DyEvW0YBmrqQH4+N190PlX5+c3ur8rP5+aLLqAmv22lK3Y3mhexLcmXfn44zEd7P29fsM451wZZnRRKIvkUNPP4Z4PG4/K9CotS+owXRn6N9aUDiDa5aR0NhXhjYCkvjhzRwpHNxFNyMJ5hvXq32K42FqW0R4/2B+ucc63I6qQQDoW4bNRoCsPNzwu4eszJifdzTklxjoDEjZd8k7omyacuHOamiy+AFhbKaS6e740dl3h/VQvzGSKhECcfPYCjj+ieWrzOOZdEVicFgDnjJzJ50GAK8/IIS0RCIQrz8ph17HC+fcKJiXYXjxzFWcOOSekztvXty4NTTk3cdK7Kj/DglMls69u32fYingQa4ikI5zF7+HFcMnJUos24/gP4wYRTKQiHKQiHCQElkQhDe/Xm7plnpxSnc861JusfSW3wZmUFL2/dQjgkpg8po6x3Hyqr9vPSlg+ojcWYVDqQob1689buSuauXMFnB6qZPHAwV40Zy7qdO/mn537PnpoahvTsxf2zZvNOZSWXPf0k9cS/5O+bOo2p02YQ3r2bym7dmHLbLfzg9GlcNmo031r8BBsqdxIJhbl+/EQuH3MSmyp28cqHW8kLhZg+tIyhLQwXVezfxx/fe4e9NbWMOepoJgwobXZ+hXPOJePrKbRi7srX+OWq1wlJ1JsB4vTBQ7h75tnNLnbT2HPvv8s//P5pGtc6FTBjwybunfcg3/27K3jx+Pi6zdefMpFrxk1IO17nnEuHz1NI4o/vvcO9q1dSE4tRHY1SE4tRE4uy9MMt3PF/y5Ieu7fmAH/fJCFAfP7DcyNHcN5113zh5vKdK5azakd5x3fCOec6QU4mhXtWrmh2DsCBaJRHNq6nppl9DX6x4jVavLaS+POQwYfcXP7JsqWphuqcc1+qnEwKH372WdL9u6taXkdhU2VFuz9v657kn+ecc4eLnEwKvYuLW9wXs3p6Fha2uL//EUe0+/P6pDgHwjnnvmw5mRSuHD2mxTkA04eUUdLCDGWA6yec2u7PS3kOhHPOfclyMilcOmo0E0sHUhyJJNZKKIlEKO3Rgx+fMT3psf27d2fO+LY/TTR10GDOGX5cGtE659yXJ2cfSTUzXt9RzlNvbaYmFmP6kDJmlA0jv5XHURtsrtzFj199hQ/3fEpp9x7866TT6FdSwo9efZmNFRX0KSriulMmcsaQsrRjdc65dPk8BeeccwmHxTwFSTMlvS3pPUk3NrO/QNJvg/2vSxrcmfE455xLrtOSgqQw8N/AN4ARwMWSmpYM/Q7wqZkNA+4CftZZ8TjnnGtdZ14pjAPeM7MPzKwWWAjMbtJmNvBQ8HoRME1e2Mc55zKmM5NCf6Dx+pblwbZm25hZFNgD9Gl6IklXSVotaXVlZWUnheucc64zk0Jzv/E3vavdljaY2X1mNtbMxvbr169DgnPOOXeozkwK5UBpo/cDgI9aaiMpD+gBfNKJMTnnnEui5bUq07cKOEbSEGAHcBFwSZM2TwN/C7wGnA+8ZK08I7tmzZrdkj5MI66+wO40jj+cZFNfILv6k019gezqT672ZVBbGnVaUjCzqKRrgGeBMPCAmW2S9J/AajN7GpgPPCzpPeJXCBe14bxpjR9JWt2WZ3W7gmzqC2RXf7KpL5Bd/fG+JNeZVwqY2R+APzTZdmuj1weACzozBuecc22Xk7WPnHPONS8Xk8J9mQ6gA2VTXyC7+pNNfYHs6o/3JYkuV/vIOedc58nFKwXnnHMt8KTgnHMuIWeSgqQHJFVI2pjpWNIlqVTSy5LelLRJ0pxMx5QqSYWSVkp6I+jLf2Q6pnRJCkv6s6RnMh1LuiRtlbRB0jpJXb5mvaSekhZJeiv4/9P2FbMOI5KGB/8mDT+fS7quQ86dK/cUJJ0G7AN+Y2YjMx1POiQdBRxlZmslHQGsAc41s80ZDq3dggKIJWa2T1IE+BMwx8xWZDi0lEm6HhgLdDezWZmOJx2StgJjzSwrJntJeghYZmbzJOUDxWb2WabjSkdQkXoHMN7M0pnYC+TQlYKZvUqWlNAws4/NbG3wei/wJocWG+wSLG5f8DYS/HTZ31QkDQDOBuZlOhb3RZK6A6cRnzSLmdV29YQQmAa83xEJAXIoKWSrYGGiE4HXMxtJ6oLhlnVABfC8mXXZvgC/AG4A6jMdSAcx4DlJayRdlelg0jQUqAQeDIb35kkqyXRQHeAi4NGOOpknhS5MUjfgCeA6M/s80/GkysxiZjaaeNHEcZK65PCepFlAhZmtyXQsHWiSmY0hvljWPwbDsF1VHjAG+JWZnQjsBw5ZEbIrCYbAzgEe76hzelLoooLx9yeABWb2ZKbj6QjBpfxSYGaGQ0nVJOCcYBx+IXCGpP/NbEjpMbOPgj8rgMXEF8/qqsqB8kZXoouIJ4mu7BvAWjPb1VEn9KTQBQU3Z+cDb5rZnZmOJx2S+knqGbwuAqYDb2U2qtSY2U1mNsDMBhO/pH/JzC7NcFgpk1QSPMhAMMxyJtBln94zs53AdknDg03TgC73cEYTF9OBQ0fQyQXxDieSHgWmAn0llQO3mdn8zEaVsknAt4ENwVg8wM1BAcKu5ijgoeAJihDwmJl1+Uc5s8SRwOJghdw84BEzW5LZkNJ2LbAgGHb5ALgiw/GkTFIxMAO4ukPPmyuPpDrnnGudDx8555xL8KTgnHMuwZOCc865BE8KzjnnEjwpOOecS/Ck4LKOpFhQOXKjpMeDR/eStb+5jefdKqlvW7d3FEnnShrR6P1SSVmx8Lw7/HhScNmo2sxGB9Vwa4HvtdK+TUkhg84FRrTayrkO4EnBZbtlwDAASZcGazesk/TroBDf7UBRsG1B0O6poADcplSLwAWzgR+QtCoovjY72H65pCclLZH0rqQ7Gh3zHUnvBFcC90u6R9JE4rVtfh7EWBY0vyDoyzuSJqfx9+PcF+TMjGaXeyTlEa8Ns0TSccCFxAu81Un6JfAtM7tR0jVBQb4GV5rZJ0HZjVWSnjCzv7Tz428hXubiyqCMx0pJLwT7RhOvbFsDvC1pLhAD/p14LZ69wEvAG2a2XNLTwDNmtijoF0CemY2TdBZwG/HyIM6lzZOCy0ZFjcp/LCNeJ+oq4CTiX/IARcRLdTfn+5L+JnhdChwDtDcpnEm8ON4/B+8LgYHB6xfNbA+ApM3AIKAv8IqZfRJsfxw4Nsn5G4ogrgEGtzM251rkScFlo+omv/k3FBF8yMxuSnagpKnEf+ueYGZVkpYS/0JvLwHnmdnbTc4/nvgVQoMY8f+Hauf5G87RcLxzHcLvKbhc8SJwvqSvAEjqLWlQsK8uKEUO0AP4NEgIfwWckuLnPQtcGyQjJJ3YSvuVwBRJvYJhr/Ma7dsLHJFiHM61iycFlxOC9av/jfgqYuuB54lXaAW4D1gf3GheAuQFbX4EtHWt6PWSyoOfO4NjI8H2jcH7ZPHtAH5KfAW9F4iXdN4T7F4I/Etww7qshVM41yG8SqpzhwlJ3cxsX3ClsBh4wMwWZzoul1v8SsG5w8cPgxvkG4EtwFMZjsflIL9ScM45l+BXCs455xI8KTjnnEvwpOCccy7Bk4JzzrkETwrOOecS/h/nnEJ+jiD6agAAAABJRU5ErkJggg==
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