Food Security Atlas.slides.html


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<title>Food Security Atlas slides</title>

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
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<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
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.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
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.highlight .nv { color: #19177C } /* Name.Variable */
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.highlight .sx { color: #008000 } /* Literal.String.Other */
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<p><a id='Table_of_Contents'></a></p>
<h3 id="Table-of-Contents">Table of Contents<a class="anchor-link" href="#Table-of-Contents">&#182;</a></h3><p><a href="#Load_Data">Load Data</a></p>
<p><a href="#Explore_Data">Explore Data</a></p>
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<li><a href="#Non_Zero_Categoricals">Non-Zero Categoricals</a></li>
<li><a href="#Non_Zero_Numeric_Variables">Non-Zero Numeric Variables</a></li>
<li><a href="#Zero_Valued_Numeric_Variables">Zero-Valued Numeric Variables</a></li>
<li><a href="#Scaled_Numeric_Variables">Scaled Numeric Variables</a></li>
<li><a href="#Correlations_In_Numeric_Variables">Correlations In Numeric Variables</a></li>
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<h2 id="Load-Data">Load Data<a class="anchor-link" href="#Load-Data">&#182;</a></h2><p><a id='Load_Data'></a></p>
<p><a href="#Table_of_Contents">Table of Contents</a></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># load data</span>
<span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">isfile</span><span class="p">(</span><span class="s1">&#39;Food_Access_Research_Atlas_Data_TN.csv&#39;</span><span class="p">):</span>
    <span class="n">fara_tn_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;Food_Access_Research_Atlas_Data_TN.csv&#39;</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
    <span class="n">fara_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;Food_Access_Research_Atlas_Data.csv&#39;</span><span class="p">)</span>
    <span class="n">fara_tn_df</span> <span class="o">=</span> <span class="n">fara_df</span><span class="p">[</span><span class="n">fara_df</span><span class="o">.</span><span class="n">State</span> <span class="o">==</span> <span class="s1">&#39;TN&#39;</span><span class="p">]</span>
    <span class="n">fara_tn_df</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="s1">&#39;Food_Access_Research_Atlas_Data_TN.csv&#39;</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>    
    <span class="k">try</span><span class="p">:</span>
        <span class="k">del</span> <span class="n">fara_df</span>
    <span class="k">except</span><span class="p">:</span>
        <span class="k">pass</span>
</pre></div>

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<pre>1,497 rows for Tennessee
</pre>
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<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>CensusTract</th>
      <th>State</th>
      <th>County</th>
      <th>LILATracts_1And10</th>
      <th>LILATracts_halfAnd10</th>
      <th>LILATracts_1And20</th>
      <th>LILATracts_Vehicle</th>
      <th>Urban</th>
      <th>Rural</th>
      <th>LA1and10</th>
      <th>...</th>
      <th>lapop20</th>
      <th>lapop20share</th>
      <th>lalowi20</th>
      <th>lalowi20share</th>
      <th>lakids20</th>
      <th>lakids20share</th>
      <th>laseniors20</th>
      <th>laseniors20share</th>
      <th>lahunv20</th>
      <th>lahunv20share</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>47001020100</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>47001020201</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>47001020202</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>47001020300</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>47001020400</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 65 columns</p>
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</div></section></section><section><section>
<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In&nbsp;[44]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># results of loading file</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;loaded Food_Access_Research_Atlas_Data_TN&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="si">{:,d}</span><span class="s1"> rows for Tennessee&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">fara_tn_df</span><span class="p">)))</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;First 5 rows&#39;</span><span class="p">)</span>
<span class="n">fara_tn_df</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
</pre></div>

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<pre>loaded Food_Access_Research_Atlas_Data_TN
1,497 rows for Tennessee
First 5 rows
</pre>
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    <div class="prompt output_prompt">Out[44]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>CensusTract</th>
      <th>State</th>
      <th>County</th>
      <th>LILATracts_1And10</th>
      <th>LILATracts_halfAnd10</th>
      <th>LILATracts_1And20</th>
      <th>LILATracts_Vehicle</th>
      <th>Urban</th>
      <th>Rural</th>
      <th>LA1and10</th>
      <th>...</th>
      <th>lapop20</th>
      <th>lapop20share</th>
      <th>lalowi20</th>
      <th>lalowi20share</th>
      <th>lakids20</th>
      <th>lakids20share</th>
      <th>laseniors20</th>
      <th>laseniors20share</th>
      <th>lahunv20</th>
      <th>lahunv20share</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>47001020100</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>47001020201</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>47001020202</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>47001020300</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>47001020400</td>
      <td>TN</td>
      <td>Anderson</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>...</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 65 columns</p>
</div>
</div>

</div>

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<h2 id="Explore-Data">Explore Data<a class="anchor-link" href="#Explore-Data">&#182;</a></h2><p><a id='Explore_Data'></a></p>
<p><a href="#Table_of_Contents">Table of Contents</a></p>

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<h2 id="Non-Zero-Categoricals">Non-Zero Categoricals<a class="anchor-link" href="#Non-Zero-Categoricals">&#182;</a></h2><p><a id='Non_Zero_Categoricals'></a></p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># printing unique values of categorical variables</span>
<span class="n">print_categorical_uniques</span><span class="p">(</span><span class="n">fara_tn_df</span><span class="p">)</span>
</pre></div>

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<pre>
UATYP10 has these unique values:
	U
	R
	C

State has these unique values:
	TN

County has these unique values:
	Anderson
	Bedford
	Benton
	Bledsoe
	Blount
	Bradley
	Campbell
	Cannon
	Carroll
	Carter
	Cheatham
	Chester
	Claiborne
	Clay
	Cocke
	Coffee
	Crockett
	Cumberland
	Davidson
	Decatur
	DeKalb
	Dickson
	Dyer
	Fayette
	Fentress
	Franklin
	Gibson
	Giles
	Grainger
	Greene
	Grundy
	Hamblen
	Hamilton
	Hancock
	Hardeman
	Hardin
	Hawkins
	Haywood
	Henderson
	Henry
	Hickman
	Houston
	Humphreys
	Jackson
	Jefferson
	Johnson
	Knox
	Lake
	Lauderdale
	Lawrence
	Lewis
	Lincoln
	Loudon
	McMinn
	McNairy
	Macon
	Madison
	Marion
	Marshall
	Maury
	Meigs
	Monroe
	Montgomery
	Moore
	Morgan
	Obion
	Overton
	Perry
	Pickett
	Polk
	Putnam
	Rhea
	Roane
	Robertson
	Rutherford
	Scott
	Sequatchie
	Sevier
	Shelby
	Smith
	Stewart
	Sullivan
	Sumner
	Tipton
	Trousdale
	Unicoi
	Union
	Van Buren
	Warren
	Washington
	Wayne
	Weakley
	White
	Williamson
	Wilson
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<h2 id="Non-Zero-Numeric-Variables">Non-Zero Numeric Variables<a class="anchor-link" href="#Non-Zero-Numeric-Variables">&#182;</a></h2><p><a id='Non_Zero_Numeric_Variables'></a></p>
<p><a href="#Table_of_Contents">Table of Contents</a></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># list count, mean, std, min, max, and 25% quadrants of numeric variables</span>
<span class="n">vars_numeric</span><span class="p">,</span> <span class="n">vars_numeric_zero</span> <span class="o">=</span> <span class="n">print_describe</span><span class="p">(</span><span class="n">fara_tn_df</span><span class="p">[</span><span class="nb">list</span><span class="p">(</span><span class="n">vars_numeric</span><span class="p">)],</span> <span class="mi">4</span><span class="p">)</span>
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<pre>       lapop1share  laseniors10        lapop1  lapop10share
count  1497.000000  1497.000000   1497.000000   1497.000000
mean      0.581973     8.742061   2503.130933      0.017853
std       0.377191    41.533455   1995.351465      0.086594
min       0.000000     0.000000      0.000000      0.000000
25%       0.212562     0.000000    756.193056      0.000000
50%       0.663374     0.000000   2328.999990      0.000000
75%       0.984540     0.000000   3764.517259      0.000000
max       1.000000   571.393195  11564.790580      1.000000 

           lahunv1  lapophalfshare     lahunv10  lahunvhalfshare
count  1497.000000     1497.000000  1497.000000      1497.000000
mean     41.794606        0.840268     1.074398         0.051671
std      57.345704        0.213020     6.626034         0.067186
min       0.000000        0.000000     0.000000         0.000000
25%       3.368749        0.754020     0.000000         0.014441
50%      25.211611        0.927829     0.000000         0.032189
75%      61.263275        1.000000     0.000000         0.061898
max     724.868954        1.000000   118.963768         0.733333 

       lakidshalfshare     PCTGQTRS  lahunv10share      lalowi1
count      1497.000000  1489.000000    1497.000000  1497.000000
mean          0.838284     0.028088       0.000893   848.177631
std           0.221121     0.104319       0.005628   757.843269
min           0.000000     0.000000       0.000000     0.000000
25%           0.754959     0.000000       0.000000   174.742692
50%           0.929051     0.000000       0.000000   703.725648
75%           1.000000     0.015398       0.000000  1334.849640
max           1.000000     1.000000       0.112019  3955.721507 

        lalowihalf  lahunv1share     lakids10  laseniorshalf
count  1497.000000   1497.000000  1497.000000    1497.000000
mean   1280.212179      0.027758    11.703027     482.389265
std     778.323123      0.044025    56.927474     302.851456
min       0.000000      0.000000     0.000000       0.000000
25%     700.190736      0.002058     0.000000     272.000004
50%    1173.632852      0.015313     0.000000     455.000001
75%    1769.552748      0.037116     0.000000     645.498414
max    5301.652008      0.733333   831.751177    4056.704719 

          NUMGQTRS   lahunvhalf  lakids1share  laseniorshalfshare
count  1489.000000  1497.000000   1497.000000         1497.000000
mean    103.070517    76.180707      0.579497            0.829082
std     361.660158    85.113400      0.378668            0.228072
min       0.000000     0.000000      0.000000            0.000000
25%       0.000000    24.298347      0.204719            0.743122
50%       0.000000    54.509686      0.653879            0.922743
75%      67.000000   100.058342      0.983294            1.000000
max    4523.000000  1058.377568      1.000000            1.000000 

          lapophalf   lakidshalf      lapop10  lalowihalfshare
count   1497.000000  1497.000000  1497.000000      1497.000000
mean    3588.657508   852.467144    55.610064         0.313335
std     1842.693608   525.485366   267.434291         0.169526
min        0.000000     0.000000     0.000000         0.000000
25%     2320.000009   497.000002     0.000000         0.188647
50%     3389.759020   774.000001     0.000000         0.306331
75%     4660.999977  1105.999996     0.000000         0.423026
max    19249.815950  7026.970814  3392.764132         1.000000 

       lalowi10share  lalowi1share  laseniors10share  lakids10share
count    1497.000000   1497.000000       1497.000000    1497.000000
mean        0.008177      0.204735          0.017036       0.017268
std         0.045122      0.173936          0.080037       0.084790
min         0.000000      0.000000          0.000000       0.000000
25%         0.000000      0.044974          0.000000       0.000000
50%         0.000000      0.176900          0.000000       0.000000
75%         0.000000      0.329657          0.000000       0.000000
max         1.000000      1.000000          0.814655       1.000000 

        laseniors1     lalowi10  laseniors1share      lakids1
count  1497.000000  1497.000000      1497.000000  1497.000000
mean    339.377396    23.894294         0.568488   597.377193
std     302.963775   114.370944         0.380345   522.572647
min       0.000000     0.000000         0.000000     0.000000
25%      83.084771     0.000000         0.193384   146.247285
50%     296.000001     0.000000         0.636733   528.630189
75%     522.739114     0.000000         0.982912   882.410269
max    3683.841741  1213.174016         1.000000  4229.691993 

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<h2 id="Zero-Valued-Numeric-Variables">Zero-Valued Numeric Variables<a class="anchor-link" href="#Zero-Valued-Numeric-Variables">&#182;</a></h2><p><a id='Zero_Valued_Numeric_Variables'></a></p>
<p><a href="#Table_of_Contents">Table of Contents</a></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># variables with all values equal to zero (to be dropped)</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;These variables are all zeros:&#39;</span><span class="p">)</span>
<span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">vars_numeric_zero</span><span class="p">:</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\t</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">k</span><span class="p">)</span>
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<pre>zero variables:
	 lakids20share
	 lalowi20share
	 lapop20
	 lakids20
	 laseniors20share
	 lahunv20share
	 laseniors20
	 lapop20share
	 lahunv20
	 lalowi20
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<h2 id="Scaled-Numeric-Variables">Scaled Numeric Variables<a class="anchor-link" href="#Scaled-Numeric-Variables">&#182;</a></h2><p><a id='Scaled_Numeric_Variables'></a></p>
<p><a href="#Table_of_Contents">Table of Contents</a></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># scaled numeric variabiles (count, mean, std, min, max, 25% quadrants)</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;after scaling non-zero variables&quot;</span><span class="p">)</span>
<span class="n">vars_numeric</span><span class="p">,</span> <span class="n">vars_numeric_zero</span> <span class="o">=</span> <span class="n">print_describe</span><span class="p">(</span><span class="n">vars_scaled_df</span><span class="p">,</span> <span class="n">stride</span><span class="p">)</span>
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<pre>       lapop1share  laseniors10       lapop1  lapop10share
count  1497.000000  1497.000000  1497.000000   1497.000000
mean     -0.105445     8.742061     0.057883      0.017853
std       0.488604    41.533455     0.663277      0.086594
min      -0.859317     0.000000    -0.774185      0.000000
25%      -0.583970     0.000000    -0.522818      0.000000
50%       0.000000     0.000000     0.000000      0.000000
75%       0.416030     0.000000     0.477182      0.000000
max       0.436057   571.393195     3.070078      1.000000 

           lahunv1  lapophalfshare     lahunv10  lahunvhalfshare
count  1497.000000     1497.000000  1497.000000      1497.000000
mean      0.286435       -0.355968     1.074398         0.410512
std       0.990520        0.866007     6.626034         1.415732
min      -0.435475       -3.771974     0.000000        -0.678275
25%      -0.377287       -0.706597     0.000000        -0.373986
50%       0.000000        0.000000     0.000000         0.000000
75%       0.622713        0.293403     0.000000         0.626014
max      12.085035        0.293404   118.963768        14.774321 

       lakidshalfshare     PCTGQTRS  lahunv10share      lalowi1
count      1497.000000  1489.000000    1497.000000  1497.000000
mean         -0.370417     1.824113       0.000893     0.124516
std           0.902385     6.774726       0.005628     0.653253
min          -3.791412     0.000000       0.000000    -0.606604
25%          -0.710462     0.000000       0.000000    -0.455978
50%           0.000000     0.000000       0.000000     0.000000
75%           0.289538     1.000000       0.000000     0.544022
max           0.289538    64.942234       0.112019     2.803186 

        lalowihalf  lahunv1share     lakids10  laseniorshalf
count  1497.000000   1497.000000  1497.000000    1497.000000
mean      0.099666      0.354980    11.703027       0.073332
std       0.727839      1.255769    56.927474       0.810851
min      -1.097508     -0.436788     0.000000      -1.218211
25%      -0.442733     -0.378074     0.000000      -0.489962
50%       0.000000      0.000000     0.000000       0.000000
75%       0.557267      0.621926     0.000000       0.510038
max       3.860264     20.481011   831.751177       9.643159 

          NUMGQTRS   lahunvhalf  lakids1share  laseniorshalfshare
count  1489.000000  1497.000000   1497.000000         1497.000000
mean      1.538366     0.286048     -0.095536           -0.364613
std       5.397913     1.123461      0.486361            0.887861
min       0.000000    -0.719505     -0.839841           -3.592146
25%       0.000000    -0.398777     -0.576900           -0.699245
50%       0.000000     0.000000      0.000000            0.000000
75%       1.000000     0.601223      0.423100            0.300755
max      67.507463    13.250633      0.444557            0.300755 

         lapophalf   lakidshalf      lapop10  lalowihalfshare
count  1497.000000  1497.000000  1497.000000      1497.000000
mean      0.084963     0.128846    55.610064         0.029882
std       0.787140     0.862866   267.434291         0.723298
min      -1.447996    -1.270936     0.000000        -1.306991
25%      -0.456967    -0.454844     0.000000        -0.502109
50%       0.000000     0.000000     0.000000         0.000000
75%       0.543033     0.545156     0.000000         0.497891
max       6.774907    10.267604  3392.764132         2.959609 

       lalowi10share  lalowi1share  laseniors10share  lakids10share
count    1497.000000   1497.000000       1497.000000    1497.000000
mean        0.008177      0.097774          0.017036       0.017268
std         0.045122      0.610983          0.080037       0.084790
min         0.000000     -0.621393          0.000000       0.000000
25%         0.000000     -0.463414          0.000000       0.000000
50%         0.000000      0.000000          0.000000       0.000000
75%         0.000000      0.536586          0.000000       0.000000
max         1.000000      2.891286          0.814655       1.000000 

        laseniors1     lalowi10  laseniors1share      lakids1
count  1497.000000  1497.000000      1497.000000  1497.000000
mean      0.098662    23.894294        -0.086437     0.093386
std       0.689095   114.370944         0.481737     0.709860
min      -0.673256     0.000000        -0.806472    -0.718089
25%      -0.484279     0.000000        -0.561537    -0.519427
50%       0.000000     0.000000         0.000000     0.000000
75%       0.515721     0.000000         0.438463     0.480573
max       7.705694  1213.174016         0.460107     5.027503 

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<h2 id="Correlations-In-Numeric-Variables">Correlations In Numeric Variables<a class="anchor-link" href="#Correlations-In-Numeric-Variables">&#182;</a></h2><p><a id='Correlations_In_Numeric_Variables'></a></p>
<p><a href="#Table_of_Contents">Table of Contents</a></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># look for correlations</span>

<span class="n">vars_corr</span> <span class="o">=</span> <span class="n">vars_scaled_df</span><span class="o">.</span><span class="n">corr</span><span class="p">(</span><span class="s1">&#39;pearson&#39;</span><span class="p">)</span>

<span class="n">limit</span> <span class="o">=</span> <span class="mf">0.5</span>
<span class="n">corr_count</span> <span class="o">=</span> <span class="mi">0</span>
<span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">vars_corr</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
    <span class="n">d</span> <span class="o">=</span> <span class="n">vars_corr</span><span class="p">[</span><span class="n">name</span><span class="p">][</span><span class="n">vars_corr</span><span class="o">.</span><span class="n">columns</span> <span class="o">!=</span> <span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
    <span class="k">if</span> <span class="n">d</span><span class="p">[</span><span class="s1">&#39;mean&#39;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="n">limit</span><span class="p">:</span>
        <span class="n">corr_count</span> <span class="o">+=</span> <span class="mi">1</span>
<span class="k">if</span> <span class="n">corr_count</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="si">{:,d}</span><span class="s1"> found&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">corr_count</span><span class="p">))</span>
<span class="k">else</span><span class="p">:</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;NO CORRELATIONS ABOVE </span><span class="si">{:.2%}</span><span class="s1"> FOUND!!!&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">limit</span><span class="p">))</span>
    
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<pre>NO CORRELATIONS ABOVE 50.00% FOUND!!!
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># correlation heatmap</span>
<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>

<span class="n">sns</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">style</span><span class="o">=</span><span class="s2">&quot;white&quot;</span><span class="p">)</span>

<span class="c1"># Generate a large random dataset</span>
<span class="n">d</span> <span class="o">=</span> <span class="n">vars_scaled_df</span>

<span class="c1"># Compute the correlation matrix</span>
<span class="n">corr</span> <span class="o">=</span> <span class="n">d</span><span class="o">.</span><span class="n">corr</span><span class="p">()</span>

<span class="c1"># Generate a mask for the upper triangle</span>
<span class="n">mask</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">corr</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">bool</span><span class="p">)</span>
<span class="n">mask</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">triu_indices_from</span><span class="p">(</span><span class="n">mask</span><span class="p">)]</span> <span class="o">=</span> <span class="kc">True</span>

<span class="c1"># Set up the matplotlib figure</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">16</span><span class="p">,</span><span class="mi">10</span><span class="p">))</span>

<span class="c1"># Generate a custom diverging colormap</span>
<span class="n">cmap</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">220</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="n">as_cmap</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="c1"># Draw the heatmap with the mask and correct aspect ratio</span>

<span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">corr</span><span class="p">,</span> <span class="n">mask</span><span class="o">=</span><span class="n">mask</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="n">cmap</span><span class="p">,</span> <span class="n">vmax</span><span class="o">=.</span><span class="mi">3</span><span class="p">,</span> <span class="n">center</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
            <span class="n">square</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">linewidths</span><span class="o">=.</span><span class="mi">5</span><span class="p">,</span> <span class="n">cbar_kws</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;shrink&quot;</span><span class="p">:</span> <span class="o">.</span><span class="mi">5</span><span class="p">},</span>
           <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">);</span>
</pre></div>

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<h2 id="Violin-Plot-of-Numeric-Variables">Violin Plot of Numeric Variables<a class="anchor-link" href="#Violin-Plot-of-Numeric-Variables">&#182;</a></h2><p><a id='Violin_Plot_of_Numeric_Variables'></a></p>
<p><a href="#Table_of_Contents">Table of Contents</a></p>

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<div class="prompt input_prompt">In&nbsp;[27]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># violin plot of all variables scaled</span>
<span class="n">sns</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">style</span><span class="o">=</span><span class="s2">&quot;whitegrid&quot;</span><span class="p">)</span>
<span class="n">stride</span> <span class="o">=</span> <span class="mi">10</span>

<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>

<span class="n">sns</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">style</span><span class="o">=</span><span class="s2">&quot;whitegrid&quot;</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">plot_violins</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">vars_names</span><span class="p">,</span> <span class="n">stride</span><span class="p">):</span>

    <span class="c1"># Set up the matplotlib figure</span>
    <span class="n">num_vars</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">vars_names</span><span class="p">)</span>
    <span class="n">num_plots</span> <span class="o">=</span> <span class="n">num_vars</span> <span class="o">//</span> <span class="n">stride</span>
    <span class="k">if</span>  <span class="n">num_vars</span> <span class="o">%</span> <span class="n">stride</span><span class="p">:</span>
        <span class="n">num_plots</span> <span class="o">+=</span> <span class="mi">1</span>
    <span class="n">f</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">num_plots</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">18</span><span class="p">,</span> <span class="mi">5</span> <span class="o">*</span> <span class="n">num_plots</span><span class="p">))</span>

    <span class="c1"># Draw a violinplot with a narrower bandwidth than the default</span>
    <span class="k">for</span> <span class="n">ax_indx</span><span class="p">,</span> <span class="n">start</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">num_vars</span><span class="p">,</span> <span class="n">stride</span><span class="p">)):</span>
        <span class="n">end</span> <span class="o">=</span> <span class="n">start</span> <span class="o">+</span> <span class="n">stride</span>
        <span class="k">if</span> <span class="n">end</span> <span class="o">&gt;=</span> <span class="n">num_vars</span><span class="p">:</span>
            <span class="n">df_plot</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">vars_names</span><span class="p">[</span><span class="n">start</span><span class="p">:]]</span>
        <span class="k">else</span><span class="p">:</span>
            <span class="n">df_plot</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">vars_names</span><span class="p">[</span><span class="n">start</span><span class="p">:</span><span class="n">end</span><span class="p">]]</span>
        <span class="k">if</span> <span class="n">num_plots</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
            <span class="n">ax_plot</span> <span class="o">=</span> <span class="n">ax</span><span class="p">[</span><span class="n">ax_indx</span><span class="p">]</span>
        <span class="k">else</span><span class="p">:</span>
            <span class="n">ax_plot</span> <span class="o">=</span> <span class="n">ax</span>
        <span class="n">sns</span><span class="o">.</span><span class="n">violinplot</span><span class="p">(</span><span class="n">ax</span><span class="o">=</span><span class="n">ax_plot</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">df_plot</span><span class="p">,</span> <span class="n">palette</span><span class="o">=</span><span class="s2">&quot;Set3&quot;</span><span class="p">,</span>
                       <span class="n">bw</span><span class="o">=.</span><span class="mi">2</span><span class="p">,</span> <span class="n">cut</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">scale</span><span class="o">=</span><span class="s1">&#39;count&#39;</span><span class="p">)</span>
        
    <span class="c1"># Finalize the figure</span>
    <span class="c1">#ax.set(ylim=(-.7, 1.05))</span>
    <span class="n">sns</span><span class="o">.</span><span class="n">despine</span><span class="p">(</span><span class="n">left</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">bottom</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="kn">from</span> <span class="nn">collections</span> <span class="k">import</span> <span class="n">defaultdict</span>
<span class="n">vars_to_plot</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="nb">list</span><span class="p">)</span>
<span class="n">vars_so_far</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>

<span class="k">for</span> <span class="n">scale</span> <span class="ow">in</span> <span class="p">(</span><span class="mf">1000.</span><span class="p">,</span> <span class="mf">100.</span><span class="p">,</span> <span class="mf">10.</span><span class="p">,</span> <span class="mf">0.</span><span class="p">):</span>
    <span class="n">new_cols</span> <span class="o">=</span> <span class="nb">set</span><span class="p">([</span><span class="n">col</span> <span class="k">for</span> <span class="n">col</span> <span class="ow">in</span> <span class="n">vars_scaled_df</span><span class="o">.</span><span class="n">columns</span><span class="p">[</span><span class="n">vars_scaled_df</span><span class="o">.</span><span class="n">max</span><span class="p">()</span> <span class="o">&gt;</span> <span class="n">scale</span><span class="p">]</span> <span class="k">if</span> <span class="n">col</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">vars_so_far</span><span class="p">])</span>
    <span class="n">vars_to_plot</span><span class="p">[</span><span class="n">scale</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_cols</span>
    <span class="n">vars_so_far</span> <span class="o">=</span> <span class="n">vars_so_far</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">new_cols</span><span class="p">)</span>

    <span class="n">plot_violins</span><span class="p">(</span><span class="n">vars_scaled_df</span><span class="p">,</span> <span class="nb">list</span><span class="p">(</span><span class="n">new_cols</span><span class="p">),</span> <span class="n">stride</span><span class="p">)</span>
</pre></div>

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

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Y7hKvbs3o3D4ZAwMkGQlsvlYsb06YxMGnRWfYZGY1OuZe6cOVRWVkoQnSBIKy8vj3Vr19HF0uWiy3W2dGb9uvXk5uZ6KTLpiESD0GRVV1fzyScf8be/9UKrVV3y+/R6NePH9+Djjz+ktrbWgxEKgm9oaGjgcHo6Mf7aP102VuPH/t27vBCVIPgeh8PByl9/pnfU2b1/QgxKzDoZ27ZtkygyQZDehg0bqKmoZlD3vud9PToskh7tEvnx+x+8HJkgSG/u7LnEGePQKM9Nwv2eRqkhLjCOObPmeCky6YhEg9AkOZ1OvvjiMxITQ+nSpdVlv79nz2ji4sx89dUXLar6q9Aybd++nUi9lgC/Px9e1ClAz5H0o6J6uNAirVjxKwF+NmKCz+39MyLejzmzfhAJaqFFqqioYPas2dw2dAwK+YWH4V3fbxiHDh4iNTXVi9EJgrSKi4s5cOAAsYGxl7R8rDGWQ4cOUVRU5OHIpCUSDUKTtHTpEsrK8rnppm5XvI7x43tQUJDN8uW/ujEyQfAtNpuNBXNmMzhQf0nLaxRykswG5s76ycORCYJvycjIYMnCBYztokb2u2ETjWJDVLQLgi8//xSn0ylBhIIgnblz5tK7fWdaWS8+w5dGpWb84Ov47tuZYqiR0GKsXrWaqIAo/BR/PkQVwE/hR5QhitWrVns4MmmJRIPQ5Bw8eJAVK37lnnv6obxIBf0/o1Ipuffe/ixZsoi0tDQ3RigIvmPWDz8QroA4g+6S33NNkJGD+/axZ88eD0YmCL7jxIkTvPv2NMZ10xLkf+GeP9cnaig6mcZ3334tkg1Ci5GTk8OunTsZmTT4kpbvHNsBvUrL+vXrPRyZIEjPZrOxdu1aYgJiLut9MQExrFu7DpvN5qHIpCcSDUKTUlxczKeffsRdd/XFZLq0K7QXY7H4c8cdffj44w/EHOlCs7N61Sr2btvKWKvpst6nUcj5W7iZLz/7lKysLA9FJwi+4cCBA0x941X+0smPjuHqiy7rp5Dxjz46jqXu4NOPP2gxU5QJLdvsn2YxovdA9NpLS1jLZDJuGnAtCxcsENuI0OytW7cOs9pMgDrgst5nUBswa8ysWbPGQ5FJTyQahCbDZrPx/vvvMmRIO9q3D3PbehMSIujXL4b//vc9Ghoa3LZeQZDSqpUrWTRnNndHBaO7gp4/0XotN4YE8taUKWIWCqFZcjgczJ83l88++i+39tDQtdXFkwyNtCo59yTrsZ1KY/LEF8nJyfFwpIIgnX379nHyxAkGdu1zWe9rHRpJXEQ0Cxcs8FBkgiC92tpaFi1YRHtj+yt6f/vA9ixeuJiamho3R+YbRKJBaBKcTieff/4pwcF+DBvW0e3rHzkyAYPBxfTpX4rikEKTZrfbmfn11/wyfx73tbYSpL70GVn+qHOgP2NDjLw9dQqbN292Y5SCIK3c3Fz+75WXOLRjNY8M9ic25PK2E5VSxl97aOkbXsdr//cKy5YuFUMphGanqqqK6V99xa3DbsRP+efFhP/o5oGj2LhhI+np6R6IThCkN+unWYRoQjBpL6/naCOTxoRVa2XWj7PcHJlvEIkGwee5XC5+/PEHSktzueOOPuct0nW15HIZd93Vl7y8TObMme329QuCN+Tk5DD55ZfI+203D0dbCVJfWlGii+lk1HNPVAjzv5vJZx99RHV1tRsiFQRpOJ1Ofvl5Ga9NfoWulgr+mazDqL2yWj8ymYzebTQ8MsjArg3LeHXyRAoLC90csSBIo76+nnfefode8V1oH3VplfT/KEBv4LZhN/LBfz8gPz/fzREKgrT27NnDjm07SLQkXtV6Ei2J7Nyxk927d7spMt8hEg2CT2tMMhw6tIf770/Bz+/Kiz/+GZVKyQMPDGDPnq3MnTtH9GwQmoz6+nrmzp7N65Mn0VNm5++RQVc0XOJCwrVqHm0TCseP8p9nnmbLli1i+/CAhoYGjh07JnUYzVZ1dTXvvDWVrWuW8PBAf5JjtW5JXJv1Cu7tp6NjQCmTJr7Izp073RCtcD4lJSXs3btX6jCavZqaGt59511C9IGM6T/8qtaVGNue6/tew9QpU8nNzXVThIIgraysLD7/9HOSrEmoFFfecxRApVCRZE3ii8++4Pjx4+4J0EeIRIPgs+x2OzNmfMWhQ3t49NEh6PWXNn72ahgMGh577Bp2797CzJnfiKmZBJ/mcrnYsmULzz39FNnbNvFomzD6WAI80utHrZBzY5iZW0MDWfz9d7w+aVKz2yFKbdeuXUyePFnqMJqlqqoqXn91EgZbDvf312Pxd2/SWi6TMSBOyz/66Ph2xuesW7fWresXTlu8eDHvvvuu1GE0a/n5+Ux+ZRLB2gBuHTbGLfuT5MSeXNd7MK+/+ppIFAlNXlZWFm9OeZOulq5YtBa3rNOitdAtqBvTpk5rVsdWItEg+KTKykrefPMNSkqO89hj3kkyNDIYNDz++DXk5qbz1ltvUlVV5bW2BeFSHTx4kIkvvMDSH75jfJCB2yKCCFRd/hjay9VGr+WRNlY6N1Tx9pQ3+Oj99ykoKPB4uy2BqM7uGU6nk48+eI8YQzVjOmtQyN2fiGvUyuzHff30zPnpB44cOeKxdloqsY14jsvlYv369bw6+f8Y3DmJv15zAwq5+xJyyYk9uO/6W5nx5XR++vHHZj2ln9B8HTp0iCmvT6GzqTORAZFuXXeEIYLOps5MfWMqBw8edOu6pSISDYLPOXjwIC+99ALR0Vruv38AWu3VdUm6Enq9moceGkhYmJyXX35RHDAKPiM9PZ03Jk/iqw8/oL/Czr+ircT6a70ag0ImI8li5OnYcEx52Ux66SW++vxziouLvRqHIFyKjRs3UFWcw3UJ7hkq8WeCDUrGdtXw1eefYrfbPd5eSyKGbHlGcXExb017ixXLfuFfN91JSpckj7QTG9Ga5257iILjObz4woukpaV5pB1B8IRNmzbx33f/S6+QXm5PMjSKDIikd0hvPnjvAzZs2OCRNrzJ85e/BOES2Ww25s6dw7Ztm7n99iQ6dgyXNB6FQs7NN/cgPv4kH374PikpA7nxxrEor6DysnC6l8oLL7zAe++9J3UoTdKxY8eYN+sn8k6c4BqzgR6xYSi8cNJ0MWqFnKEhgSSbDaw9dpgX//McSUl9+MuYMZjNZkljEwSAuro65s6exR291Mi9uL0khKvZllXDqlUrGTHiWq+129x5I1HUktTX17Ns2TJWrljBkO7JjBg+AYXCc7WwAAL0/twz+q/sTjvARx98SIeOHRg/YQIm05VV7RcET3O5XMydM5f1a9aTEpGCUW30aHsh+hBSIlKY9f0s8vPyuenmm5DLm2bfAHHGJPiEEydO8OmnHxEUpOb550fi76+ROqQzEhMjef55CzNnbmfSpH3cd98DRERESB1Wk1NZWUl5ebnUYTQ5GRkZzJs1i5zsLAab/LktNhylB7t+XwmdUsEoq4kBlgDWpqXywnNb6ds3mdE33CAOHgVJLV60gFiLjCjz1c/Acrmu66ji04ULSE7uh8Fg8Hr7gnAhLpeLbdu2MeunWbQJjeS5Wx/CYvTub3X3dgl0jI7j1+3reOH55xk+YgQjR45EpfJ+L1ZBuJD6+no+++QzThw7waCIQWiU3jk/MaqNDI4czNaNW8nLzeO+B+5DrfbeMHJ3EYkGQVIul4tVq1ayYMF8xo7tSp8+MT55xSIgQMsDDwxg06ajvP76q9x883gGDRokdVhNksvl8snP2NdkZ2cz96cfycrIYLDZwK0+mGD4I3+lgtFWEwPNBtYe2sfzWzbTv38Ko2+4gYCAAKnDE1qY/Px81q5ZzeNDpDnJDzUq6Rbpx6wfv+fue+6TJAZB+KPMzEy+mzmT+upa/j58LO1axUgWi0al5ob+w0lO6Mn8Db/w3Lp1jJ8wgd69e4vjBEFyhYWFvPfOe6htalLCUtxas+RSaJQaUsJS2HNiD6+8/AqPPfEYISEhXo3haolEgyAZm83GjBlfkZWVztNPDyc42Lev+MhkMvr3j6Nt2xA++2whmZnHuO22O/Dz8/6Vsqao8aBBHDxc3KlTp5jz4w8cSj3IYIuBCW3D8WtiXeYMfkr+EmpmoCWA1fv38NzGjQwdPpxRo0c3yYy80DR9/+3XDIpTY9R69+Dw94Z1UDNtxW6OHz9OdHS0ZHEIQm1tLbN++oldO3fzl+RrSE7o4TPdsYMDzdz7l7+Rlp3B7HkLWLN6Nf+4++4md1IlNB/bt29nxvQZxBvjaRvcVrJjV4VcQY/gHhwrO8bElyZyx5130KdPH0liuRK+8QsjtDhVVVVMmfI69fWFPPXUMJ9PMvxeaKiRp58eQXl5NtOmTaG6ulrqkIRmwGazMW/ObCa+8AIBudk83Tac/kHGJpdk+L0APyVjwsw8EhNK9paNPP3vJ9i6daso6CZ43IEDB8g5kUn/WGmH4Wn95Axrr+L7b2eI770gmQMHDvDC889TV1zJS3c+Sv/OvXwmyfB77aJieO7Wh+gYGsOkia/w66+/4nQ6pQ5LaEGqqqr46IOP+P7r70m2JhNnipP8AplMJqOtqS3Jocn8+O2PfPDfD5rMjHiiR4PgdYWFhbz99pt07mzlhhu6IvdAd/CVKw+euR86tKPb16/R+HHPPSnMmbOLV1+dzL///RQWi3vm0m2uGg+yxdCJc2VmZvLJB//FipPHY8Mw+jWvn2azyo+/RVg4Xl3LvO++ZcuG9dx93/1iOIXgEfX19Xwz40uuT1CjVFz5b826tJoz9wPb6a54Pb3baNi6tpANG9YzYMDAK16PIFwul8vFsmXLWPHrcm4fdiMd27Rz6/pX7thw5n5orxS3rFMulzOsVwqdYzvw9a9zSE9L59777m2ytRucTic1NTVUVFRQWVl51q2iooK6ujqpQ7wkKpWKgIAAAgIC8Pf3x2AwEBAQgMFgwN/f3ycTV5ejsW7JzG9mEq4LZ0jkEJRy3zoWM2vNDIkcQmp2Ks8+/Sy33n4rffr08eljat/6H/QSl8tFZWVlk8iSyuXyZrEBNzpw4ACffvoxo0Z1YtCgeI+1s2TJb2fuPZFoAJDLZYwb14PVqw8zadLLPPDAw7Rv394jbTUHjYkGp9Pp8arWTcnaNWuY89OPjLEG0iXQez171hWWnrkfGOKdImDRei2PRGtYfqqAl59/nn89/jgxMdKNDxaaH5fLxfQvP6eVoYGO4VeeHABYcbD6zP3VJBrkMhnju2n4/IfvadMmhlatWl1VXC1ZUzhu8xUul4tvZnxN+uEjPP3X+zEZ3F8pf8nmVWfu3ZVoaGQ1B/H4uLv5dvl83njtdZ58+il0uqvbpt2ttraWgoICiouLKS4uprS0lNLSUsrLy88kFqqqqlCr1eh0OvR6PVqtFp1Oh1arRavVYjAYfPpEsZHNZuPUqVNkZ2dTW1tLTU0NNTU1VFdXU1dXh06nO5N8MBqNmEwmAgMDsVgsWCwWrFYr/v7+Uv8zzqu4uJjpX04nJzuHpJAkLFr3XTg8UnzkzH285erPe5RyJV2CuhCpj2T2d7PZuH4j//jnP3z2YmezTjTU1dWRn59PXl4eeXl5nMjNJT8/n6LCQmQKeZM42XE6nDjsdizBQYSGhhEZHk54WBhh/7tptVqpQ7wkDQ0NLF68iLVrV/PPf/ajXTurR9urr7efde8pMpmMa67pQHi4kQ8/fJ+hQ4dz3XWjxRSY59E4n7zD4WgS256nOZ1OZv34I7s2beTBaCvBau9erVlRUHLm3luJBgClXMYoq4mo8irenjqFu+65lx49enitfaF5W7J4ISczDvJAf/1Vr6ve7jrr/mqEByq5PlHNu2+9yYsTJxEYGHjV62yJmsIJma9Yt24dR4+k8e8J96JReaY2Tn2D7ax7d/NT+nHXyHF8t2IB337zDffdf79H2rkcOTk5zJkzh4yMDGprazGbzRiNxjNX9oOCgmjdujX+/v7odDp0Op1Xj3m2bdvGmjVrGDx4MElJSV5ps7HXRmPioaqqiqqqKjIzM9m3bx/l5eWUlJSgUCiIjo5mzJgxxMXFeSW2i3G5XGzcsJEfvv+BmIAYhkQOQSFz72eVWpR65t4diYZGFq2FwZGDSStO48XnX+SWv95CyoAUn/uNbBZnQzabjZMnT5KdnU32iROcyMmhID+Pmupq9CYTmsAAlAEG1IEBmKO7EW4MQKlpOgXJ7DYb9WUVVJWVs7fgJLvSj1BXVk5VaSkajRZrqJXIiEiiIiOJioqiVatWaDS+Mz3k0aNH+fLLzwkJ0fDcc9cSGOhbGWl36NAhnGefvZYfftjBxInbufvue2jTpo3UYfmUxh1tc+mdczVsNhtffvopBUfTeCjail7p/cRLvdN11r23JRj9MfopmfHF55SWlDB02DBJ4vAlYgz/1dm7dy+rlv/MwwP9USl962ALoFuUhsKqWj58/x2eff4lkXAVPKa6uprZs2bxxPh7PJZk8BaZTMb4wdfx6swPSE1NpVOnTpLGk5aWxp49e7BarXTu3JmgoCDMZjOBgYE+Uex4w4YNOJ1ONmzY4LVEQ2Pv6z/2WGhoaKCsrIySkhKKi4vJyMggNTWV6OhoyRMNtbW1fPHZF2SmZ9I/rD+BGs8kf+1O+1n37qSQKehg6UCYPoyFsxeyd89e7rnvHp+6CN0kEw0VFRXs37+fvfv3cfz4cUqKijGYTWiCzKgCA9DGtqJNzwTUBn9kXjqpyduzn7y9BwjrmkBYt0S3rlupUqEMCUIfEnTW8y6XC1tVNbWlZRwvLSdt9w7qViynsrgYo8lE69at6dwpgS5dukgyl31FRQWzZ//Eb7/tZfz47nTv3trnMm3uZDbrefDBgezYkck770yjR4+e3HTTOJ/tKuZtjQmGlp5oKCsr4/2338K/upJ7o4KbdLHHq9VKp+HB1la+WjifnBMnuPWOO1p0b6CGhgapQ2iy6uvrmfHV5/y1h1bSWSb+zLAOGj7fVMTq1asYNmy41OEIzVR2djahlhDCgzzbe9RbVH4qurXtRFpamuSJhsGDB9O1a1fS09M5fvw4mZmZbN26leLiYpRKJYGBgWd6ODQOI2h8zhsXAW0221n3nm6rvLyc8vJyysrKzgwXafy7rq4Os9mM1WolLCyMESNGEBcXJ/lsIkVFRbw55U0MTgODIwZ7fdpKdwvUBDIoYhB7T+zl5Rdf5qlnniI4OFjqsIAmlmjIysriq69nkJebS2CrCHThoVgHJBFtNiGX+MrAyR17cDbYObljj9sTDRcik8lQG/xRG/whKvLM806Hk7rSMspOFfHzlo388NNPmM1m7rzjDuLjPVcXoZHD4WDVqpUsWrSQpKQ2TJw4Gq22aRbxuVwymYzevWPo1CmCJUv289xzzzBmzFgGDx7c4k+wi4qKgNNj4XzlB9DbDh8+zMcf/Jckg5ZrIizIm3Hi7VJZ1H48HG3lxwO/8frkyTz06KOYzWapw5KEmCr3ym3fvp3wADkxwb69r5HLZIzsoOKHn5cydOiwZp189wTR6+fSlJaWeqQmg5QsAYGcKC6ROgwATCYTvXv3pnfv3meec7lcVFRUUFxcTFFR0ZlbWlramRoOcrkcs9mMyWTCZDIRFBSE1WrFZDL57G9B47+roKCAU6dOnalDUVpaSn19PWazGYvFQnBwMBEREQQFBZ25GY1Gnzv2zcnJYcrrU4jxj6FdkHuLo0pJIVfQI6QH6aXpTH5lMk8/+zSRkZF//kYPazKJhrq6OiZNnkxknx50GT5A8sTCHzkb7GfdS0mukKMLMqMLMhPcoR0up5Pio5m88cYbTJs2zaMFQzIzM5kx40s0GidPPDGUsLDmtaO7VHq9mgkTetK/fyw//riCjRvXc+ed/6B169ZShya5lnig6HK5WLZkCb8sXcKEMDPxAVc/frw50SoU/D0yiDVF5Ux84QXuf/hhOnb0TBFXX9YStw132bd3FwmhUkdxaVqZldhtlRQUFBAa2kSC9hGemKWqOdLr9dTWN43ZDC5VTV0d/gbf7SEqk8kwGo0YjcbzFjluLERfWFhIQUEBubm5ZGRksHbtWurq6oiKiqJt27Z06NBB8hk2HA4HaWlppKWlkZ2dDXBmaHZsbCxWqxWr1YrRaPTZBMn55Obm8sZrb9DR2JHWxuZ5PB5nikMtVzPl9Sk8+59niYiIkDSeJpNo0Gg0DBs2jDXr1tFQVYO5XRt0QZYm9QX3NpfLRW1JGaVHMyk+fJS+/ZI9dqXQbrczb94cNm7cwI03diEpKUZ8NkBEhInHHx/Kli1HmTZtCoMHD2HMmLE+l+H1hsZq4S2tarjdbueLTz8l58ghHmkTSqBKXLU+H7lMxjXBgbTWqPj4/fe4cdx4hlxzjdRheVVjwVTh8mUdP86A7k1j25LJZLQyq8jKyhKJhsskknGXxmazNfnu4H+kVCiorK+XOowrJpPJzkwP2bZt27NeKysr4+DBg2zbto3169czZswYyWanKS4uZs6cOVgsFpKTk7nzzjsJCgpq8sf0VVVVTJs6jfYB7ZttkqFRlDEKp8vJW2++xSuTX8Fg8N6MZn/ktkRDZmYmzz77LGVlZQQGBjJlyhSio6PdtXoAbpkwgSGDB7Nm7Vq2r91CVVU1gZFhaMOsGMKsaM2BTX5DuBoul4u6sgoq8wqozSuk/GQOKpWKHt27c81z4zyW1SopKeGjjz5ArW7ghRdGYTD4TiFKXyCXy+jXL46EhEhmzNjC1KlHuP/+h1pc1fHGbuEtqXu40+nk4w8+oDY7kwdah7ToegyXqq1Bx4PRfnwxbw5Ai0o2tOT6FFejoaGBkrIKgg2+Ob3X+YToHeTm5EgdRpPjdLWsRPWVyszIJNwi7Th4dwsPDmX3jjVSh+ERgYGBJCcnk5yczM6dO5k9ezZ33323JLGsXbuWoUOHMnLkSEna95Svp39NsDKYNoEto1B7dGA05fZyvp7+NQ8/8rBkcbjtqObll1/mb3/7GzfccAMLFy7kpZde4ptvvnHX6s8ICQlhwvjxTBg/nuLiYg4ePMj+1FTSV6ynuroaY5gVdYgF/1Ar/tYgFM34pMZpt1NdWERlfiH1hcWU5xWgVqmIi2tLp959SPhHgscLrhQXF/Paa/9Hv37RjBjRSXRrvAijUcu//jWIZcsO8Oqrk3n++RdbVLKhsftddna2z873627r1q6lKPMY90eFoBTbxiULUvvxz1bBfDh7Fh07dWoxV30br9aKKWAvT2lpKQF6NYomtI2ZdXJyCvOkDqPJqamtBk5XjPelyuq+pLa2lg0b1vP4uH9KHYpbxUVGU7a8jKNHj57TI6A5ad++PRUVFZK1X1lZSfv27SVr3xNOnDjBwdSDjGg9QupQvKqTuRPLDy0nOzubqKgoSWJwS6Kh8YR/+vTpAIwePZrJkydTUlLi0aJeFouFlJQUUlJSgNNdj44ePcqRtDQO/3aQozm5GILM6MKs+IeHYgizovBQt2WlUunxg0On3U5lfiGVOXnU5p+iouAUIaFW2reLJ354L+Li4rxaRK22tpZp06YycGAMw4b51nhqb3weV0IulzN6dGfkchnTpk3lxRdf9vh0SA6HA7vdjtPpxOl04nA4zjz+/e2Pzzf+/fvn//hc473dbqehoQG73X7m1tDQQG1NLdU1Nf+bTzkDuVzO559/QUxMLHq9Hr1eh1arQalU4ufnh1KpPHPz8/NDLpejUCiQy+VnbgqF4sxzCoUCmUx21jLnW/58yyiVSo8PYdm0bi1Dzf4+mWTw1W2kUZBaRbcAHdu2beOGG26QNBaXy4XL5cLpdJ7z+Pf3v99WXC7XBbe1P95sNhsVFRUsWboUmUzGa6+9xtChQ/H39z/n+3y5N5lMds7j3983B5WVlejV7v8ee3Ib0avlVJVLdzJxORp/4xu/4403u91+zvf8ch7b7fYz67p+sC4AACAASURBVPn9/enHDdgabNTUVFNTW0NtbQ2lpaWUlZQjl8v595NPENkqDJ1Oj1arQ6/To1ZrUSpO7z8af+PPd3++fcUfH19ov/L79fxxP+QrNm3aRFxkG8K80KPBm/sRpULJsJ79+WXZzzz8yL883p5UtFotTqeTqqqqK5q17Go+E7vdfqZnenOydctWogxRKOXe7zUo5bGWUq4kyj+KLZu3NO1EQ15eHlar9cx/okKhICQkhLy8vEs68U1NTaWuzj1Fa2QyGe3j42kfH4/dbqegoIATJ0+SvfsAx06twWANJqBNFKY2Uadna3ATh8PB008/zdSpU922TgBbdQ1lx7Mpz8ymIrcAk9lMVGQkkT16ERoaelbBmMzMTDIzM93a/sUcPnwYk8nP55IM4LnPw11Gjkzg8OFVzJ8/321zCVdWVjJjxgy3rMtdFAolKj81KrWa+vp6nnrqKd58802ys7Kx2eqxNdT7XM2GBx980G07hAa7nVqFb/37Gvn6NgJQ7XDiLCxk165dbllfQUEBs2bNcsu6PEEmk535TD799FOpw7mgf/3Ltw7yT548iULm/u3Mk9uIn0JGaWmp277b7nLs2DGWLVsmdRgAyGSgVMlQquT4qWSo9Qrq6xvO7EcKSk5gz3Nit7losDlxOqSO+DSlUskDDzwgWfvr165jVM+BXmnL2/uRnvGdWfDFcrZt29ash5p16NCBn3/+mZtuuumyL4hc6WficrlYvXo1oaGhZGRkXNZ7fd2BfQeIUElTFFHqYy2T2kTq/lR2xV39vqZHjx6X/R6f2Eq9NSdufX09Bw4cYPuunfw2Zwn+wRZMHeIwxbS+6my0QqFg6tSpbjlBcblclGfnUHIojYqcfBISExgxcjSdO3dGp9Nd9frdZc+enSQkhEkdxnm58/PwBJlMRkJCGGVltVe04V5IZGQkdXV1Z11VbbzaerFeC42PPVloa//+/UybNo34+HgSEz03BeyFrkidr7eDTCY764qv0Wh0awEmrVbLJ++/T7hWjVXjW9Pu+fo2squ0kkybk0m33OK2QkYul4vY2FgcDseZv3//nb/Y37/fpjxl8+bNTJs2ja5du5KcnOyxdn7//QfObAeNLva3xWLBarV6LLYr4XK5SFO7/3DGk9uI1k8Gris7cPOkbt26kZSURHV1NXV1dchksrN6LZyvp9sfeyl4Uqo2lWnTphEXF+fRY8c/9mI43/0fezMolUr0ej1Wq/WKrkS7y4/f/4DVFOSVtry9H/HX6VGrVLRt27ZZD8Hs3Lkz77zzDosWLeL666+/rGTDlXwmLpeLtWvXkp+fz3PPPYde37xmxlq1fBXyamlqZEl9rCVDhk6vk2xf45Y9c1hYGAUFBWe6hjgcDgoLCwkL862TULVaTY8ePejRowc2m42dO3ey7NdfKdi1j4h+vQiIuPJ4G3euV7uTrSosInfTDvxcLkZfO5KkpCQ0Gt8srtimTVtSUzcyeLDUkZzLXZ+HJx09WkTv3t3cuk5fHrc4atQoqUPwuo4dOzLh9tv55NtvGBdqpqPRd3bevrqNOF0uVpwqY1e1jX8/84xbqyXLZDLi4+Pdtj5369Wrl9QhNEnH0tMI9Xd/jwZPbiMhAQoKi0t8rtaAXC736WmYr7/+eqlD8HlWq5XCsmJCvTB0wtv7kdr6Ourq6zCZTF5pTyp+fn489thjvPfee6xYsYIRIy69tsCVfCbbt2/nxIkTPPvss80uyQDQJrYNR7cfJdwQ7vW2pT7WKqovIibx3OlWvcUt6R2LxUKHDh1YsmQJAEuWLKFDhw5erRdwuVQqFcnJyUyeOJHbx0/gxOpN5O7YK+nUSYX7D5H58yrGjhzFG6++xsCBA302yQDQt29fjh49xeHDoqDV5TpwIIfs7FJ69+4tdSiCh/Xr14/HnnyKRaXVLMwvwe4U07NdSHmDnU+zC8nxN/HypMlERkZKHZLg40pKStiwYT09onyrx9CfUSvldArXsmjhfKlDEZqZuPh2HM4+JnUYHnEk+xhtY9u2iCnCVSoVDz/8MIcOHaKqqspj7TidTjZt2sSjjz4qaU8cTxo0eBAnqk5QWlcqdSheVVZXRnZlNoOHSHdF2G1b6sSJE5k5cyYjRoxg5syZvPLKK+5atUfJZDJ69erFq5MnY88tIG/nXkniKDxwmPKDabzy8kRSUlKaxI+oTqfjgQceYvr0LRQWNo2iVr4gL6+cb77ZysMPP+LxQpCCb2jbti2TXnudquBwPskupKrBt3oR+ILj1bW8n5FHl4FDeOq5/zS7YlSC+xUWFjL1jVcZFKci2OATI0Evy+gENds2rWfJ4sWSXuQQmpeEhATSc45LHYZHpJ3MpGOCd4Zb+wKVSoVcLj8z3M8TGodG+VLPKncLDg7mjjvvYEv+FiptlVKH4xWVtko252/mtjtuIzg4WLI43HY2Gxsby+zZs/n111+ZPXs2MTHSddO4EkajkWefepqyI8coP5nr1bari4rJ3/kbzz79jKRfhivRoUMHxo69mQ8/XEdFRa3U4fi88vIaPvxwLRMm/M1tRSCFpkGv1/Pov/9N5/4D+DirkGq7j1Qu8wGZ1bV8fbKIf9z/ADfceGOTSLQK0mloaOCXX5bxyssv0ifCxsA43+35dzEGjZz7U/RsX/czU19/lZycHKlDEpoBmUyGXNY8f0PlMnmL2j9s3rwZi8WC0Wj0WBsKhYKOHTuyfPlyj7XhC/r06cNN429iQ+4GahpqpA7Ho2obatmYu5Gx48Z6tN7TpWg5W+slMBqN3PX3O8nZsA2nwzuV4l0uFzkbtzN+3DhCQjw/ns4TBg0aTFJSfz7+eD0NDeLk6ULq6xv48MN1DBo0lP79+0sdjiABmUzGTePG0b1ff37ILRFXMYEqu4OZJ4u498GH6Nq1q9ThCD6spKSExYsW8uQTj/HbhmU8mKKnX2zTvgpn0il4cICeOG0Bb7z6Cu++/Sb79u3zudl4hKahvr6eObNnExMuzVR2nhYTHsWqlSspLCyUOhSv+Pnnn71yoti3b19WrVrlczWb3G3w4MEMv3Y4O0/tlDoUj9p5aidDRwxlyJAhUofiG7NO+JJu3bqx9JdfKDpylJCO7TzeXlnWCfycMHDAAI+35Uljx95EQUE+3323nb//vY9PzSntC1wuF998s42oqDhGj/6L1OEIErt5/Hgm7tvHvvJqugQ2zzGRl+qXU+X06defzp07Sx2K4IMKCwvZs2cPu3ds5cTJkyRGaPhHkorwQD+pQ3MbhVxGSpyWpDYadmVlM2fmp3xZ66J7j55079GL9u3b4+fXfP69gvs5nU6OHDnC/LnzCFTruXngSKlD8oju7RKorKnijdffYPyE8XTv3v2sad6bk4qKCkpKSoiOjvZ4W2azGYPBQHZ2dpPrkX65+vXvx+L/DVdrrucqRdVFJPeTtidDI5Fo+AOZTMb4m27i/Y8/Iii+LXKF5zp9uFwuCnft59abbm7yXcFkMhl3330Pr702meXLDzJiRMsZQ3cpli7dT1mZk/vvv6vZ/rAJl06pVHLLbbfx9ccfkWDUo2ih34nCOhupFTVMGTtW6lAEH1FbW8uhQ4fYv28vqfv3UVtbQ4cwNX2scv6eGIifovluKyqljL6xWvrGQmGlndTc3cybuZu80nraxkaT0KUHiYmJhIeHi/2IAEBxcTEbN25k4/oN+MmV9EvowaBufZv8MeXFDOzaB7MhkNW/rmLmN9/SOymJAQMH0Lr11U9V70uqqqrw9/f32r/J39+fysrmW7/A6XRy+PBhvvziS9qZ2zWr78oftTO3443X3uDue+6mffv2kv4eiETDecTHxxNmtXq8V0PZ8ROoZXKfm0f7SqnVah577N9MmjSRoCA9PXpESxiLkvp6O2oPzK1+ubZty2Dr1mxeemlis828C5evU6dOWFu1Yl1RMUOCW17hQ6fLxYKCMkZff32znE5LuHSVlZVs2bKZnds2k3Uih6ggLe0sLv7WzY8woxG5RAeEaqWMersLtdL77YcYlITEKxkcDzU2DUcLC0jfuZTlSxfgkinp3KULyf0H0K5d8z5gFs7mcrnIy8tjz5497N29h9zcXLrHJ/KPa8fTOjSixXwXEmPbkxjbnuLyUrYe3M1/330flVpF1+7d6NatG7GxsSgUCqnDFCTWuL1s3bKVDes3IHPKiDPE0drou1P4ukMnSyf8y/358uMvccqdpAxIoU/fPoSFhXn9N0L6szAfdcu48bz9/ntY4mJQ+Ln/v8nldJK/Yw9/v+VvzSrzbDKZePzxf/PWW1Ox2Rz07RsrSRyjR3dh7txdjB7dRZL2G23YkM6yZQd56qlnPFrMR2h6ZDIZd/7zHia99BLhaj/aB3j3ZFstl1HvdKGWe//A1OVysaygDEwWhl3G/OBC87N27Rp++uF7OoRp6Bcu5++JJlQSnNifz7COepbsq2JYR2kTYTqVnM6RGjpHgsul4VSlg9S83/jqkz2odUaee+GlZl0xXoAjR46wY/sOftu7F7vdTmJMPMO79CP+LzH4KaUbVqP2U1HfYEPtJ81FFIvRxHV9r2Fkn8Fk5+ewL+Mw3341g9KKchITE+navRs9e/ZskkmH/Px8r043qdfryc/Pp0sXaY+br1ZdXR2HDh1i7+697Nu3jwZbA+H6cHqaehKoCfT+ibZcid1pRyn37il3a2NrogKiKKsv4/CWw6xeuRo/lR+JnRPp2q0rHTt2RKPxfCFlxcSJEyd6vJUmyGw2c/ToMQoLCgiICPvT5XN27DnzOLJ3tz9dvjD1MPoGJ7eMn9DsMtBGo5EuXboyY8Z8KitriY0NRuHBISjnExMTzNKl+3jkkaFebbeRzWZnwYK9bNqUxTPPPEdY2J9/h4SWR6fT0bZdO75csRqLUo5V472DNYVMRlpVLSNDLUTrvXeS4nS5WFpQyjH8+Pczz3hlRyf4rpnffI1OVkev1goiTX7oVDKf2SdGW/xYcbCae1J8p8eRTCZDpZThJ5ehlLvYn1VOu/j4JltMWvhzBw8e5OMPPyYuOJJRfQYzpv8IEmPaE2IKQiGX9gRaqVBwKOsoY1KGExMh3VVimUxGoMFIfFQsKZ170zO+M7aaOlauX0N5ZTkdOnaULLbL5XA42Lp1K99++y2DBg3CbDZf1vu3bduGw+FApVJdViHJgIAA5s2bh0qlolWrVk0qOWO32/ntt9+YM2sO33zzDZmHMpGXymkf2J4ESwJh+jC0flpJ9i1ymZyC6gISgxMJ0gV5tW2ZTIZWqSVUH0pbY1uC1EEU5xWzc89O5i2cR2ZGJiq1iuDgYI9d9BaJhouIa9uWJT/NJrBNFEqN+qLLXk6ioaGmlswV63jkoYeb7VVug8FAUlJftm7dx7JlO2nVKhCz2btXhZYu3SdJj4a0tHw+/HAdWq2Vf/3rUSwWi9djEJoOi8VCx4QEvl65FrvDTrRO7ZWdYbRey4qCEu6JjfB4W43qHE6+zymmPMDEk88+i8Fg8Frbgm9K7tcfucaf3Rll/PpbMevTazlWDCdKbJyqbKC63onLdXoYg1yC3jf7TtaRHKvzersul4uqehd55XaOnWogNbeenSecrDxcz9J9lZys8yewVQL/vPc+YmOl6TkoeMfbb71Fx1axpHRJItQc7DOJOICYiNYs3byKR8b9Q+pQzqJVazAHBKLxU7NgxVL69euHTuf97fhS2Ww2Dh8+zPLly5k+fTonT57k2muvpU2bNpe9LoVCQWZmJoMGDSIyMvKS3+fv709sbCybNm1izpw55Ofnn07gBAb6dDFah8PBU/9+isO/HcZQZ6BHSA9iAmII0gWhUWok316CdEGkFqUyMGqgpHHIZDI0Sg1BuiCi/KNoE9CGypJKtu7ayrJflzFs+DCPJBvE0ImLsFgsjL7uOtZs2kbsqGvc9mXN3bqLlH79adWqlVvW56sCAwP5178eY8eOHXz55beEhRkZNiye+PhQyTd8d3O5XBw6lMeKFYcpLKzittv+Tvfu3aUOS2gioqOjeWnSJN5/+23ycosZF2ZG1YyGVAEU1dv4+mQx7bp05fY77/TpAxfBe5RKJYMGDWbQoMG4XC5KSkrIysoiPz+fUwV5pOfncupwEaVlZeg1fgT6qwjUyjCqnARqwaiVE6hTEKiV46+Ru72ew5PDPZMottldlNU6KKtxUlbjoKzWSXm9nPI6GWU1dkqr6vFTKgkOMhMSYiWkTTiJIVZGtWpFZGSkqPfTQrhcLgYOGsSRQ4d5Z/YX2Gw2WodFEhUSTmtrJNGhEQQapL1gFWaRvjdNTV0t2QU5ZOXnkHUql+z8k9TU1RHdujXDhw1Drb74xUJvczqdZGZmkpqaSmpqKsePHyckJIQ2bdowYcIEgoKu/Mp3UlISq1atIikp6bLfGxwczLhx4ygvL+fw4cMsWrSIjz/+mMjISDp27EinTp2Ii4tDqfSd08fS0lIqqipIsCQQpA1CpRC/jZdCpVBh0VqwO+2kFqdSUlJCcHCw29uRucRE7hdlt9t57vnnMfVMxBR94XmJd3z2Dc4GO3I/Jb3uveOCy1XlF5K9cj1T35jSosZUNjQ0sHnzZn7+eQlqtYwhQ+Lo2jUKlcpzP1YPPPAtH398u8fWD6eHSOzencXq1Wk4HEpGjryOvn37+tSPsNB02Gw2vvr8c04eOcRdkUEEeKA+zO899dtR3uzS1qNtAGRU1TIzp5gxN9/MNUOlGc4kNG0Oh4OysjJKSkooLi4+fV9USElR4em/S8upq7cRoFdj0isxamQY1Q40SpA6re1wQUW9nPJ6GeU1DkqrbTTYnQQa/TGbTFgsQViCQ7EEBWE2m8/cfPkKrCCNsrIyMjMzyczIJDMjg8zjx5HL5FgtQVgMgZj9jViMJsxGE5YAEyZDAEpF0z8ecbqcVFRVUlxRRnFFKcXlZZRUnr6dKiuhoqqCqFZRtIlpQ5uYGNq0aUNISIjP1UCrq6tjwYIFbNy4EZ1OR3R0NK1bt6ZVq1ZuHUb42muv8Z///Mct62poaODkyZNkZWWRlZVFSUkJvXr14uabbyYgIMAtbVwNp9PJnj17+G3vbxzYf4D6unpC9CEYFAYMKgP+Kn/8/fwlHWb0S8YvXBtzrWTtO5wOqhqqqLJVUWmrpMpRRUF1AWqNmoSEBLp060K3bt08sr2IRMMl2Lt3L1/O/JYO46+/4JX4vD37yd68g6jkXoR1S7zgutIX/coNQ4czcKC0XWik4nQ62bt3L6tWLef48eP06BFNcnIMUVFmt/dy8FSiweVycfx4EZs3Z7J7dxZt28YyZMgwOnfu7HM7NaHpcblcLJw/n/UrV/DPqGCC1Z7Lznsj0bC/rIp5hWXc9+BDJCZe+LdREK6WzWajtLSUkpKS/yUkiqitqZE6LOQKBSaT+awkgsFgaHY9+wTva+wFVFhYSFFREadOnaL4VBFFRadvZRXlBOgNWAJNpxMRhkDMAYFYjCaMeh/7DrpcVNfV/i+RUEpJVTklFWWnH1eUodNqCbIEERQURFBwMEHB/3scFITVam0SNQXWrVvH9OnTGTlyJImJiR67KOXORMPvORwO0tPTWbBgAaNGjeLmm292extXq7CwkEOHDnEi+wS5ObkUFhRSWlGKTq0jQB2ATqFDJ9fhr/JH76dH56drFr0gGhwNVDdUU91QTZWtihpnDTXOGirrKqmur8YUYCLEGkJ4RDiRrU73UPFGbZ+mn+b0gi5dumCcN4/SzCzMMdHnXSasWyLZm3dcNMlQmVeAq6aW/v37eyhS3yeXy+nevTvdu3f/3/zPG/jii/VoNHL69o2md+8Y/P19q4tbo8rKOrZty2DLluPY7ZCSMohXX70fk8kkdWhCMyKTyRgzdiwms5mPf/yBOyKDvFqs0Z02FpeztrSGJ595lujoaKnDEZo5lUqF1WrFarVKHYogeIVMJsNisVywFpTD4aC0tPRM4uHUqVNknSpk1/GDlJeX42tXGnVaLcHBwViCg2jbtuOZRILFYmkWw4X69u1LVVUV27dvZ+XKlWf9+xqTkIGBgVf9b72aoRdwujd3Yw+yxltRUREFBQWEhIQwatQoRo4ceVVteEpISMg5J9AOh4Pi4mLy8/MpKCggNyeXgvwCjhYdpaSsBIVcgUFjQOenQyPToFVo8ffzR630vfORens91Q3V1DhqqHPVUdNwOpngcDowB5qxBFmwhlpJiEjAarUSGhqKxWKRLBEnejRcoq1btzJ72RLa/mX4BZfZ9uFXJD104YI4x1euZ0iP3owYfuF1tEROp5PDhw+zfv0afvttH506RZCcHEN8fOhVFf9yR48Gp9PFoUO5bN6cyaFDuXTr1pUBAwYTHx/vW1cChGZp7969fPHpJ1wbFEBvk/uvPnmqR0OD08nC/FKyUfLE0097ZNyfIAiCIDRVNpuNEydOkJOTQ25uLnl5eRQUFFBcXIxGo8FkMhEYGIjRaPRoDyiXy0V1dTXl5eWUlZVRWlpKdXU1ZrOZ4OBgwsPDCQ8PJyIiglatWjW7Yd8ul4uqqqqzknGF+YUUFhRSWVkpdXjnMBgMhFhDCAkNISgoiODgYIKCgvD39/fJ8xLRo+ES9ezZk2++/Za68go0xssfk2Svq6c06yT9H3ncA9E1bXK5nI4dO9KxY0eqq6vZsmUL8+evxm7fzbBh7enVKxql0ruZuIYGB9u2ZbBy5RE0Gj0DBw7hn//sI8bMCl7VtWtX/vPiS3zw3ruk5xQzxhqIv4frNlytkzV1zMovJbJtO166995md1AiCIIgCFdLpVIRGxt7zqwxTqeT8vJyCgsLKSwspKCggNLSUo/GEhAQcKauRXBwMBaLpcUMBZbJZBgMBgwGwxXN8iFcnG8fsfoQpVJJUlIS6UeOEfEn01eeT/HRDBISOqHXe3eKx6ZGr9czdOhQrrnmGg4ePMiyZYtZtGgf11zTnoED2+Hn59mEQ0ODgzVrDrN69RGiolpz1133id4LgqTCw8OZOPn/mDd7Nm9vWM+IoAB6mQPcXl3/atU6HKw8Vc6eylpuufU2kpOTxXYjCIIgCJdBLpdjMpkwmUzEx8dLHY4gXBWRaLgMKf37s+O/7xPeq+tlH0BXHM1izLjxHoqs+ZHJZHTq1IlOnTqRlZXF3Lmz2bjxZ8aN60anThFub8/lcrF//0lmz95Dq1bRPPnks81++lGh6VCpVNxy66306dePb7/6iq3HC/hLsJEYf+l7CzhdLnaUVLC8qILO3brz6l//6hOVqAVBEARBEATpiETDZWjTpg0qhZLqwiL8rZc+5ri+opLasjISEhI8GF3z1bp1a5544kn27NnDDz/MJCrqOLfe2huNxs8t66+psfHtt9vIz6/mzjvvEZ+T4LOio6N54ZVX2LJlCz/9+CNhZdVcG2QgVOP9gkUul4tDFTX8XFyBISiYx55+gJiYGK/HIQiCIAiCIPgekWi4DDKZjP79+rEz/ehlJRqK0zPo1au3x6axaSm6detGp06d+O67b5ky5Vfuuy+F0FDjVa0zJ6eUzz7bSGJiNx5++FbxGQk+TyaTkZycTM+ePVm1ciWfLl5MvL+GoZYAgtTuSb79maOVNfxaUoVNpWbCP/5J166X38tLEARBEARBaL5aRqUPN+qXnEzJ0UycDuclLe9yuShLzySlXz8PR9YyqFQq7rrrbq699gbeeWcVBQUVV7yu3Nwy3ntvNTfcMI7bb/+7SDIITYpKpWLkqFG8+fbbtEpO4YPjBfyUW8ypeptH2nO5XKRV1vBJViHzy2oZPv4W/u+NKXTr1k0kGQRBEARBEISziDOry2S1WgkODqbiRA6B0X8+hr/mVDEKoG1b908h15INGjQIgA8+mM8zz4zA3//yuo5XVNTy0UfruOWWW+knkkBCE6bVahlz41iGDR/B8l9/4aMVK2ir1zLI7E+E9uqHVDhdLg5WVLOmtJp6pYrrx02gT58+ks3JLAiCIAiCIPg+kWi4AgP7p7Bix9ZLSjSUpGeQ0q+fuOLnAYMGDeLkyWzmz9/L7bcnXdZ758zZQ69efUWSQWg29Ho9N469iWtHjmLN6tVM/3kZYSolg03+FywaadWoLrg+h8vF7tJK1pVWowkw8pfb7qBHjx4tZsorQRAEQRAE4cqJI8YrkJSUROnxE9htF++i7HI6KUnPpF+yOJn1lLFjbyY1NY+MjFOX/J60tHyOHSvixhvHejAyQZCGVqtl1HXXMe2dd+lz/Y3MKanmo6xCjlbWnLPsk/FR5zzncLnYWlzO1KO57FMb+PuDDzHx1Vfp1auXSDIIgiAIgiAIl0T0aLgCBoOBdvHxlB47TnCHdhdcrjw7h+DgIEJDQ70YXcui0+m45Za/8cMPc3j22WtRKC5+ItTQ4OD773dy6613oFZ7v1K/IHiLn58fgwYNIiUlhW3btjFv9ixMpdXcEGIk5AI9GQ5WVLO4sJzg8HAefOI+MeRLEARBEARBuCIi0XCFBqak8OPihRdNNJQdzWR4ygAvRtUy9enTh82bNzB//l5uvrn7mefDws6ekcLlcjFnzm4iIlrTo0cPb4cpCJJQKBQkJyfTu3dvVq1cyUcL5hOs1fDHwVw2h5MGpZI7H3hQTPEqCIIgCIIgXBWRaLhCXbp04YuvvsJWXYNKrzvndYetgdLjJ+j98KMSRNeyyGQy7rvvQSZPnojVmkZKyunkz0svXX/WcmvWHOHo0TJeeOElKcIUBEkplUpGXHstffr2pbCw8LzLtG7dGpXqwnUbBEEQBEEQBOFSiETDFVKpVHTu3JnCjOOEJnY85/Wy7JNEx7TBYDBIEF3L4+/vz+OPP8nrr7+Kv7+Gbt3OHnu+Y0cmK1ce4T//eRGd7tzEkCC0FEajEaPR+OcLCoIgCIIgCMIVEomGq9Cze3fmLv8FzpNoqDqZx5Bu3c/zLsFTQkNDeeKJJ5k2bSq//nr4rNdKS6t5+uln0yTrAwAAG4xJREFUCQ4Olig6QRAEQRAEQRCElkEkGq5CXFwcFd98fd7XaguLaNfuwvUbBM9o3bo1kyb9H6WlpWc9bzabCQwMlCgqQRAEQRAEQRCElkMkGq6CyWTCbmvAYWtAofI767WqsjKsVqtEkbVsJpMJk8kkdRiCIAiCIAiCIAgtkpgU/SrIZDLUGg2Ohoaznnc5nTjtDjQajUSRCYIgCIIgCIIgCII0rrpHwyuvvMKWLVtQqVTodDqef/55EhMT3RFbk+ByOc99UibDhcv7wQiCIAiCIAiCIAiCxK66R8OAAQNYvHgxixYt4r777uPxxx93R1xNhq3eds6wCZlMhlLpR11dnURRCYIgCIIgCIIgCII0rjrRMHjwYPz8Tp9od+3alfz8fJzO81zlb4YcDgcOux258tyOIX5qlUg0CIIgCIIgCIIgCC2OW2s0fPfddwwaNAi5vGWUfnA4HMgVcmQy2TmvyeQKHA6HBFEJgiAIgiAIgiAIgnT+tEbDjTfeSG5u7nlf27x5MwqFAoClS5eyePFivvvuu8sOIjU1tUle/f9/7d17XBTX+T/wz3JbBWwEQwARojFRaxFRUFQEo9GIUi941yparFEbbxFUkFhF6wVFSYK1vrQEX0kxlypojammjfGSKCiNMcSXt6hBLIpyX5S9sHN+f/BlfqJyk9EB/Lz/Ynd2zj5znjlnh2dnZiVJgtksQUgSNA8VV8qNRly4cAG2trYqRUdERERERETUMD4+PvVep9ZCQ2pqaq2N/Pvf/0Z8fDx27dqFF198sd5B/OY3v6n3Oo2FrZ0dTGV62Nj9/4KCZDaj3GRCv3795EIMERERERER0fOgwdc4fPPNN1i/fj0SExPRrl07JWJqUpxeckJZYXGV5/TFJWjt4MAiAxERERERET13GvzzllFRUbC2tsaCBQvk53bt2gUHB4eGNt0kvOzxMn7JL8AL7Vzl5+7nFcDtOSy6EBERERERETW40JCWlqZEHE1Wxw4dcDntOwBAS8fWAICyvAJ4vfKammERERERERERqeL5+HmIp8jDwwNl+YUAAK/JYwAAxsJitH/5ZTXDIiIiIiIiIlIFCw0N1LZtW5QWFEJIkvzcvfwCuLm5qRgVERERERERkTpYaGggrVYLO3t7GHSlAACz0QST3gBHR0eVIyMiIiIiIiJ69lhoUIDTSy9BX1wCoOIXJxzbtIGFBbuWiIiIiIiInj/8b1gBri7OVQoNLzm/pHJEREREREREROpgoUEBbV1cYSqpuHTCUFyCts4uKkdEREREREREpA4WGhTg7OyM8v+7R0O57h5cXV1VjoiIiIiIiIhIHSw0KMDZ2RllRRWXThhLdHB2dlY5IiIiIiIiIiJ1sNCgACcnJ9wvLoEQAmXFOjg5OakdEhEREREREZEqWGhQgFarhbWNNUz3y6AvLYWDg4PaIRERERERERGpgoUGhdi3agV9UTFsWmhhZWWldjhEREREREREqmChQSEtWraEQVeKFi1bqh0KERERERERkWpYaFCItZUVzCYTLC15NgMRERERERE9v1hoUIgQgEajUTsMIiIiIiIiIlWx0KCQ8nITLK1tYC4vVzsUIiIiIiIiItWw0KAQg8EAa9sWMBgMaodCREREREREpBoWGhRi0BtgY28HIwsNRERERERE9BxjoUEhBoMBVi1bQJLMKOflE0RERERERPScYqFBAUIImAwGWFrbwNpGC71er3ZIRERERERERKpgoUEBRqMRGksLWFhawFprg7KyMrVDIiIiIiIiIlIFCw0K0Ol00LZsCQCwbtkSOp1O5YiIiIiIiIiI1MFCgwKKioqgtbMDANjYtkRhYaHKERERERERERGpg4UGBeTl5cGmVUWhwcreFvn5+SpHRERERERERKQOFhoUkJ+fD0s7WwCApZ0t7ublqRwRERERERERkTpYaFBAcUkJLFtoAVTco6G4pFjliIiIiIiIiIjUwUKDAiRJgkajqXhgoYFZEuoGRERERERERKQSFhoU8KtWrVCu1wMAysv0eKFVK5UjIiIiIiIiIlIHCw0KaNu2LUxFJQAAY2Ex2rm5qRwRERERERERkTpYaFDAq6++iuJbuRCShNJbuXjttdfUDomIiIiIiIhIFSw0KKB169Zo49gGPyR9Ao0k4MYzGoiIiIiIiOg5pRFCKHLnwvT0dMyYMQPR0dGYOnWqEk02KUajEUajETY2NrCxsVE7HCIiIiIiIiJVWCnRSGlpKeLi4hAYGKhEc00SCwxERERERERECl06sWHDBsycORMODg5KNEdERERERERETVSDCw3Hjh1DSUkJgoKClIiHiIiIiIiIiJqwWi+dCAkJQU5OzmOXHTp0CJs3b0ZSUlKDgjh//jz0en2D2iAiIiIiIiIiZfn4+NR7nQbdDDIjIwPz589Hy5YtAQCFhYWwsbHBtGnTMG/evCdtloiIiIiIiIiaKMV+dQIAIiMj4enp+Vz+6gQRERERERERKXQzSCIiIiIiIiIiQOEzGoiIiIiIiIjo+cYzGoiIiIiIiIhIMSw0EBEREREREZFiWGggIiIiIiIiIsWw0EBEREREREREimGhgYiIiIiIiIgUw0IDERERERERESmGhQYiIiIiIiIiUgwLDURERERERESkGBYaiIiIiIiIiEgxLDQQERERERERkWJYaCAiIiIiIiIixTSKQkPnzp1x7969Z/qen3zyCXbt2qVYe+np6RgzZky910tISEBsbKz8OCoqCsHBwVi0aFG160RGRuLvf//7E8XZmKiRdwBISUnBggUL6r3eg/1uNBoxa9YsjBgxAuvWrVM6xFo1hzFjNBoxc+ZM+Pn5wc/P75HlR44cQVBQEIYMGYJFixahrKysxvYeHktqq0uObt68+dhtfxKZmZkIDw9vULsPj434+HgEBQVhypQp1a7T2Pq9rtTMDwCEh4ejf//+j43jhx9+wMiRIzF06FCEhYUhPz+/xrafdE5rzBpzfh6HOXhUdHQ0MjIyHrusLscxiYmJGDp0KLp06YJvvvmmyrK8vDyEhYVh6NChGDlyJM6dO/fEcTZHz8MxwrP2vPZpU/2Mb6jGPP81JVZqB6CWyZMn13ud8vJyWFk9vS7Ly8vD4cOHkZGRAQuLp1sDetrb0txduHABOTk5OHjwoNqhPDNKjxkLCwvMnDkTDg4OmDFjRpVl9+7dw4oVK5CcnIz27dsjOjoaiYmJmDdv3pOErki8jV23bt2wefNmRdtMSkrC0aNH4ejoqGi7D2vK/V5XD+dn3LhxWL58Ofr161fldUIILFmyBOvXr4evry+2bduGuLg4rF+//qnG9zzkoCZ1zc/T1NxysHbt2gat36tXLwwePBjvvvvuI8s2b94MX19ffPjhh8jIyEBERAS++uoraDSaBr1nbcxmMywtLZ/qezRVz/IY4XnRXPq0uc1tdfE057+mpNFlPTY2FqdPn4bJZIKDgwPWrVsHNzc35OfnIzw8XP5mp2/fvli+fDkAYOfOnTh8+DDMZjOcnZ2xZs0aODk5ISEhAdevX4dOp0N2djY8PDzw/vvvo2XLlkhISMD9+/exbNkymM1mxMXF4cSJEwCAgIAAREREwNLSEpGRkbCzs8Mvv/yCwsJCJCcnY9myZfj5559hZWWFDh064P333wdQ8QH0pz/9CWfPnoVGo0F8fDw6duyIu3fvYvHixbh37x4MBgMGDBiApUuXVtnu0tJShIaGQq/XIyQkBCEhIfDy8sKaNWsgSRLKy8sxd+5c/Pa3vwUAXL58GaGhobh9+za8vb0RGxsLjUaDAwcO4KOPPoLJZAIALFu2DH379gUADBo0CGPHjkVaWhrc3d2xbt06pKamYvfu3TCbzbC3t8eqVavwyiuvPP1EP6S6vN+8eRNjx47FmDFjcObMGRgMBqxcuRK+vr4AgH379iExMREA4OHhgdWrV6NNmzZISUnBgQMHYG9vj6ysLLRu3RqbNm2Cs7MzgIr+XrRoEa5cuYJWrVohISEBTk5OuHTpEmJiYlBWVgaDwYAJEyY8Mhlfu3YNERERuHPnDkaNGoXZs2dj+PDhz7S/HtRUx4yVlRX69euHmzdvPrJNx48fh6enJ9q3bw8AmDRpEiIjIzFv3jxcu3YNUVFRKCsrgyRJCAkJwcyZMwEAubm5mDVr1iOxnzp1Cu+99x4MBgPMZjPmzJmD4OBgAMC0adPQo0cPnDt3DlqtFjt27MCxY8fw17/+FUajEdbW1oiKioK3t7fiOXrcdm/ZsgVmsxmOjo5YvXo1Xn75ZSxevBhDhgzBsGHDsHPnTmzfvh2nT5+GpaUlhg8fjr/85S+4c+cOYmNjkZKSIrcXHx+PY8eOoaysDGvXroWvry/Ky8sxe/ZsFBYWwmAwwMvLCzExMbCxsakSy5QpU2AwGDB9+nT0798f48ePb3L9Xldq5KdyXn5YZmYmtFqtPMdNmjQJb7zxBtavX1/jmH6SOe3hsZqSkoJz584hLi5O/iZnwYIFeP3115Xs7nprTPlhDqrPgdFoxJIlS+Di4oLIyEiEhoYiLCwMAwcORG5uLpYuXYrCwkK0a9cOZrNZXu+zzz7Drl27YGNjA0mS8N5776Fjx47w8vKqNp5Dhw7h66+/BgD4+vpCq9UiMzMTnp6eWL16NdLS0mBjYwNbW1t8+umn8nr1nRNTUlJw8OBBODo64urVq1i7di3atGmDP//5z8jJyYHBYEBwcDDmzJmjcI8rpzkeI6itOfZpUzy2elYa2/zXpIhGoFOnTqK0tFQIIUR+fr78/Oeffy4WLVokhBAiKSlJREVFycuKioqEEELs27dPvPvuu8JsNgshhEhOThaLFy8WQgjxwQcfiCFDhoji4mIhSZL4/e9/Lz777DN52YYNG+R1pk+fLgwGgzAYDCI0NFQkJycLIYRYtmyZCAkJEffu3RNCCPHVV1+J6dOnPxJHWlqa6Nq1qzh//rwQQoht27bJcej1enn7jEajmDZtmjh27NgjcWRnZ4vevXvLbc+ZM0ekpqYKIYSQJEkUFxfLMU2aNEno9XphMBjE8OHDxbfffiuEEKKgoEBIkiSEEOLq1asiICBAbm/gwIFi5cqV8uMzZ86IWbNmCYPBIIQQ4ujRo2LixInVJ0phdcl7dna26NSpk9wP6enpIiAgQBgMBnHp0iXh7+8vcnNzhRBCxMfHi4ULFwohhNi7d6/o1q2buHr1qhBCiISEBDF//nx5ma+vr8jJyRFCCBEdHS22bNkihBBCp9PJ/VFaWiqGDRsmfv75ZyFERb9//PHHQoiKfIeEhDylnqldcxgzlR7e74UQIjExUaxatUp+nJeXJ3r06CGEEGLNmjVi69atj7RXU+xFRUWivLxcCCHE3bt3RUBAgLze1KlTxezZs4XJZBJCCJGVlSUmTJggdDqdEEKIy5cviwEDBlSTierVdf+u3Pa8vDzh5+cnrly5Ir9u3Lhx8t8rVqwQQggRFhYmJk6cKM6ePStyc3NFYGCgEKLqPlk5bo4cOSKEEGL//v3y2JYkSRQUFMh/L1myROzevVsIUTE2KsfJw9vQVPq9rtTMT3VxCCHEoUOHxKxZs6q8xsvLSxQWFlY7phsypz04VouLi8WoUaPkOTU3N1cEBATInz3PUmPND3Pw+BwUFhaKqVOnil27dsmvmzp1qjwHzZs3TyQkJAghhLhx44bw9vaWP0979uwp95vBYBD379+vEseD7QhRcZzTvXv3Kq/5wx/+IA4fPizOnz8v3nzzTfnzrTI/DZkTvb29RVZWlvxeM2bMEKdPn5bjnTx5snwM1lg092MENTT3Pm1un/EN1Vjnv6am0Z3RcPz4cezevRv3799HeXm5/Hz37t2RlJSE2NhY9O7dG/379wdQcR33Tz/9hJCQEACQv5mv1L9/f/zqV78CAHh5eeHGjRuPvOepU6cQEhIif6M3ZswY/Oc//5GvSw4KCoKtrS0AoEuXLrh27RpiYmLQu3fvKt8ydOjQAV27dgUAeHt7y9fUmM1mbNy4EWfPnoUQAnl5ebh48SICAwNr7As/Pz/s2LEDOTk58Pf3R/fu3eVlgwcPhlarBQB07doVN27cgL+/P7KzsxEeHo7c3FxYWVkhLy8Pd+/ehZOTEwBg9OjRchtHjhzBxYsXMX78eAAVp+yWlJTUGNPTUl3eAcDa2hojR44EAPTu3RstWrTAtWvXcObMGQwYMAAvvfQSgIpv/kaNGiWv5+PjI5+dMX78eIwYMUJe1rNnT7i6ugKo2LdOnjwJANDr9Vi1ahUuXboEjUaDO3fu4OLFi+jYsePT2/gGaspj5kn06tULsbGxMJlM8PPzQ58+fWqNvaCgAMuXL0dWVhYsLS1RXFyM69evy5X0ESNGyKf1nThxAjdu3MDvfvc7ud3y8nLk5eXhxRdffKKYa9q/K507dw5dunTBq6++CgAYO3YsYmJiUFpaij59+mDHjh0wGo24ffs2Zs6ciZMnT6Jt27bVfvNqa2uLgQMHAoB81hMASJKEDz/8EMePH4ckSSguLkaLFi1q3Yam2O91pUZ+nkR1Yxp48jntwbF69uxZ3Lx5E7NmzZLb1Wg0yMrKQrdu3RTbjvpqTPlhDh7NgdFoxJQpUzB//nwMGzbsseunp6fLpwC7u7tX6fc+ffogKioKb7zxBl5//XW4u7s/cZzu7u4wm82Ijo6Gn5+fPAcCTz4n9uzZEx4eHgCA+/fv4/Tp0ygoKJCX37t3D1evXoW/v/8Tx/00PW/HCM9Cc+zT5vwZ31BNZf5rjBpVoeF///sf1q9fjz179sDd3R3ff/89IiIiAAA9evTAvn37cPLkSezfvx87duzAJ598AiEE5s6di3Hjxj22zcp/xgHA0tISBoPhkdcIIR65ru/Bx5UDF6jYQb788kukpaXh+PHjiI+Px4EDBwCgyqnHFhYW8s6YlJSEkpIS/OMf/4BWq8WKFSseG8fDZsyYgUGDBuHkyZNYs2YN/P398c477zx2uypPw1m8eDEiIyMxePBgSJKE7t27V3mvB7dFCIGxY8di4cKFtcbyNNWU98epzNfj8lbbOpWq678tW7bAyckJGzZsgJWVFcLCwuqUK7U05THz4Ps8zNXVFenp6fLjnJwc+QB+6NCh8Pb2xnfffYedO3di7969iIuLqzH2VatWYdCgQdi6dSs0Gg2GDh1a7bgAKk5J3LhxY7Xx1Udd9++a9md3d3dIkoQvvvgC3t7e6Nu3L5YuXQo3N7cqBwMPqm4+OnDgAP773/8iOTkZ9vb22L59O3755Zdat6Op9XtdqZWf6ri6uiInJ0d+XFBQAI1Gg9atW1c7poEnn9Me/kzo3LkzkpOT6xXz09TY8sMcPJoDa2trdO/eHUeOHMGbb75Z73sYbN26FZmZmUhLS0NoaChWrVqFAQMGVPt6BwcHABVjo/L+Mbdu3YKLiwtatWqFgwcPIj09HadOnUJcXBxSU1MBPPmcaGdnJ/8tSRI0Gg327NkDa2vrem2nGprrMYKammufNtfP+IZqbPNfU9MofnWiUmlpKaytreHk5ARJkqpcV5ednQ17e3sEBwcjKioK58+fhyRJGDRoEHbv3o3i4mIAFZWlixcv1ut9+/Xrh9TUVJhMJphMJuzbt6/abzlu374NS0tLDB48GFFRUSgoKEBRUVGN7et0Ojg5OUGr1SI3N1e+rrA2169fh4eHByZNmoTQ0FBkZmbWuo5Op0O7du0AAHv27IHRaKz2tYMGDcL+/ftx+/ZtABUV1p9++qlOsSmpprwDgMlkkos5GRkZMBgM6NChA/r27Ytjx47h7t27AIDPP/+8yo27vv/+e/lgISUlpU532NXpdHBxcYGVlRUuX75c7R1jG4vmOmYCAgKQmZkp5+/TTz+VK8VZWVlwcnLCmDFj8Pbbb9d5XLi5uUGj0eC7775DVlZWta/19/fHiRMncOXKFfm5H3/8sdb3qE5t+3elHj164MKFC7h69SoAIDU1FV27dpW/9ejTpw+2bt2Kfv36wdXVFUVFRfj222/r/Y+STqeDg4MD7O3todPp8MUXX9RpvabW73XV2PLj6ekJvV4vzz0P7vvVjema1GdO69GjB7KyspCWliY/9+OPP0IIUa9tUFJjyw9z8GgONBoN1q1bB3t7e7zzzjvyPaIe1KdPH+zduxdARR+eOnUKQMU3mtnZ2fDy8sJbb70Ff39/XLhwodaYgoKC5DgyMjKg1+vh6emJgoIC6PV6BAYGIiIiAq1atUJ2dnaNbdVnTrS3t4ePjw927NghP3fr1i35OKSxaa7HCGpqrn3aXD/jG6oxzn9NSaM6o6Fz584ICgpCcHAw2rZti169eskfyKdPn0ZSUhIsLS0hSRJiYmJgYWGB0aNHo6ioCFOnTgVQUfGbPHkyunTpUuf3nThxIm7cuCGf0tS/f39MmDDhsa+9dOmSfGdqSZLw1ltvwdnZucZvBKdNm4aFCxdi9OjRcHFxqfOpmh9//DHS09NhbW0NGxubOt15NCoqCn/84x/h7OyM3r17o3Xr1tW+tlevXli0aBHmzp0Ls9kMk8mEoKAgeHp61ik+pdSUdwBo3bo1srKyMH78eOj1emzZsgU2NjZ47bXXEB4ejrCwMAAVFdzVq1dX2b6EhARcuXJFvhlkbebOnYulS5fin//8Jzw8PNCrVy/lN1hBTXnMABWnN+fm5qKkpASBgYEICAjA2rVrYW9vj9WrV2P27NmQJAm//vWvER0dDQD417/+hQMHDsDa2hoajUa+0VJNwsPDERMTg507d6Jz587o3Llzta9t3749Nm3ahOjoaOj1ephMJvTs2fOJb8xT2/5dydHRERs3bkRERATKy8vh6OhYZZ/t27cv9u7dK/9j5OPjg1OnTsHFxaVe8YwePRpff/01goOD4ezsDB8fnzqdtdPU+r2u1MrPvHnz5IOsoKAgdOrUCYmJibCwsMDGjRuxcuVKGAwGuLm5ye9T3ZiuSX3mtBdeeAHbtm3Dpk2bsG7dOphMJri7u2P79u1P/W7+1Wls+WEOHp8DjUaDlStXIjY2Fm+//TYSEhKqLI+OjsbSpUtx6NAhdOjQQb7MQJIkREZGQqfTQaPRwNXVVf6Z0b/97W/46KOPUFBQgMjISGi1Wnz55Zewt7dHeHg4lixZgn379kGr1WLjxo2wsLDArVu3sGLFC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    [
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      "https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0/js/reveal.js"
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    function(head, Reveal){

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            history: true,

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                .css('overflow-y', 'scroll')
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