tracker_three_week.html

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<title>cross_platform_analysis_step</title>

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  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;
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}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
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fieldset[disabled] .notification_widget.success:hover,
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fieldset[disabled] .notification_widget.success:focus,
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.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
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}
.notification_widget.success .badge {
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  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 {
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.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;
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  color: #fff;
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}
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  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,
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.notification_widget.danger.active.focus,
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  color: #fff;
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}
.notification_widget.danger:active,
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fieldset[disabled] .notification_widget.danger:hover,
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fieldset[disabled] .notification_widget.danger:focus,
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fieldset[disabled] .notification_widget.danger.focus {
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  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%;
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  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. */
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}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
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  right: 20px;
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div#pager #pager-contents {
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  height: 100%;
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div#pager #pager-contents #pager-container {
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  padding: 15px 0px;
  box-sizing: border-box;
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  -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;
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}
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;
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  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
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  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 {
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    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
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    opacity: 1;
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}
@-webkit-keyframes fadeIn {
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    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;
}
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
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div#notebook {
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  div.output { 
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}
</style>

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

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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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<h1 id="Cross-platform-analysis">Cross-platform analysis<a class="anchor-link" href="#Cross-platform-analysis">&#182;</a></h1><p><!-- - Data source: MIT news collection, 202 news articles URLs -->
<!-- - Label type: categorical, 0  is true, 1 is misleading, and 2 is false (already converted) -->
<!-- - Data source: CSMaP collection, 150 news articles URLs --></p>
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<li>Platforms collected: Facebook, Twitter, Instagram, Reddit, and Facebook total interaction</li>
<li>Volume analysis (post volume, user volume)</li>
<li>Timeline posting/tweeting pattern on Facebook and Twitter</li>
<li>Heavy user analysis</li>
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<h3 id="An-overview-of-the-dataset">An overview of the dataset<a class="anchor-link" href="#An-overview-of-the-dataset">&#182;</a></h3>
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<pre>Number of records: 105
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<pre>/Users/zc/anaconda/lib/python3.6/site-packages/ipykernel_launcher.py:19: UserWarning: DataFrame columns are not unique, some columns will be omitted.
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<h3 id="Result-1.-Overall-post-volume-across-4-platforms,-and-discoverability">Result 1. Overall post volume across 4 platforms, and discoverability<a class="anchor-link" href="#Result-1.-Overall-post-volume-across-4-platforms,-and-discoverability">&#182;</a></h3>
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
"
>
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<div class="output_subarea output_stream output_stderr output_text">
<pre>/Users/zc/anaconda/lib/python3.6/site-packages/numpy/core/fromnumeric.py:3335: RuntimeWarning: Mean of empty slice.
  out=out, **kwargs)
/Users/zc/anaconda/lib/python3.6/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars
  ret = ret.dtype.type(ret / rcount)
</pre>
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<img 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    .dataframe thead tr th {
        text-align: left;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr>
      <th></th>
      <th colspan="5" halign="left">facebook</th>
      <th colspan="5" halign="left">twitter</th>
      <th colspan="5" halign="left">instagram</th>
      <th colspan="5" halign="left">reddit</th>
    </tr>
    <tr>
      <th></th>
      <th>Conservative-Fake</th>
      <th>Liberal-Fake</th>
      <th>Unclear-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Mainstream</th>
      <th>Conservative-Fake</th>
      <th>Liberal-Fake</th>
      <th>Unclear-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Mainstream</th>
      <th>Conservative-Fake</th>
      <th>Liberal-Fake</th>
      <th>Unclear-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Mainstream</th>
      <th>Conservative-Fake</th>
      <th>Liberal-Fake</th>
      <th>Unclear-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Mainstream</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>num_record</th>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.0</td>
      <td>21.0</td>
      <td>21.0</td>
      <td>21.0</td>
      <td>21.0</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>21.00</td>
    </tr>
    <tr>
      <th>num_discovered</th>
      <td>21.00</td>
      <td>15.00</td>
      <td>20.00</td>
      <td>21.00</td>
      <td>21.00</td>
      <td>18.00</td>
      <td>16.00</td>
      <td>20.00</td>
      <td>20.00</td>
      <td>20.00</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>10.00</td>
      <td>3.00</td>
      <td>3.00</td>
      <td>16.00</td>
      <td>16.00</td>
    </tr>
    <tr>
      <th>total_discovered</th>
      <td>1868.00</td>
      <td>305.00</td>
      <td>221.00</td>
      <td>1893.00</td>
      <td>3726.00</td>
      <td>8309.00</td>
      <td>2053.00</td>
      <td>1587.00</td>
      <td>10151.00</td>
      <td>36647.00</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>53.00</td>
      <td>13.00</td>
      <td>5.00</td>
      <td>114.00</td>
      <td>146.00</td>
    </tr>
    <tr>
      <th>discoverability</th>
      <td>1.00</td>
      <td>0.71</td>
      <td>0.95</td>
      <td>1.00</td>
      <td>1.00</td>
      <td>0.86</td>
      <td>0.76</td>
      <td>0.95</td>
      <td>0.95</td>
      <td>0.95</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.48</td>
      <td>0.14</td>
      <td>0.14</td>
      <td>0.76</td>
      <td>0.76</td>
    </tr>
    <tr>
      <th>avg. post per URL</th>
      <td>88.95</td>
      <td>20.33</td>
      <td>11.05</td>
      <td>90.14</td>
      <td>177.43</td>
      <td>461.61</td>
      <td>128.31</td>
      <td>79.35</td>
      <td>507.55</td>
      <td>1832.35</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>5.30</td>
      <td>4.33</td>
      <td>1.67</td>
      <td>7.12</td>
      <td>9.12</td>
    </tr>
    <tr>
      <th>median post per URL</th>
      <td>51.00</td>
      <td>7.00</td>
      <td>5.00</td>
      <td>20.00</td>
      <td>86.00</td>
      <td>208.00</td>
      <td>89.00</td>
      <td>29.00</td>
      <td>209.50</td>
      <td>415.00</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2.50</td>
      <td>4.00</td>
      <td>1.00</td>
      <td>6.50</td>
      <td>5.50</td>
    </tr>
  </tbody>
</table>
</div>
</div>

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<h3 id="2.-Aggregated-Facebook-Reactions-(including-both-private-and-public-posts).">2. Aggregated Facebook Reactions (including both private and public posts).<a class="anchor-link" href="#2.-Aggregated-Facebook-Reactions-(including-both-private-and-public-posts).">&#182;</a></h3>
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>
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<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr>
      <th></th>
      <th colspan="3" halign="left">reactionCount</th>
      <th colspan="3" halign="left">commentCount</th>
      <th colspan="3" halign="left">shareCount</th>
    </tr>
    <tr>
      <th></th>
      <th>mean</th>
      <th>median</th>
      <th>std</th>
      <th>mean</th>
      <th>median</th>
      <th>std</th>
      <th>mean</th>
      <th>median</th>
      <th>std</th>
    </tr>
    <tr>
      <th>source</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>Conservative-Fake</th>
      <td>67253.1</td>
      <td>20672</td>
      <td>114476.2</td>
      <td>32658.9</td>
      <td>5067</td>
      <td>81242.6</td>
      <td>22123.8</td>
      <td>4527</td>
      <td>44005.8</td>
    </tr>
    <tr>
      <th>Conservative-Mainstream</th>
      <td>87196.2</td>
      <td>39993</td>
      <td>130583.2</td>
      <td>37607.7</td>
      <td>10128</td>
      <td>79806.6</td>
      <td>14949.8</td>
      <td>5996</td>
      <td>21853.7</td>
    </tr>
    <tr>
      <th>Liberal-Fake</th>
      <td>5869.4</td>
      <td>2258</td>
      <td>9330.0</td>
      <td>2749.0</td>
      <td>719</td>
      <td>5163.4</td>
      <td>1802.6</td>
      <td>492</td>
      <td>2588.2</td>
    </tr>
    <tr>
      <th>Liberal-Mainstream</th>
      <td>252207.9</td>
      <td>104302</td>
      <td>467276.4</td>
      <td>93229.3</td>
      <td>30396</td>
      <td>210843.1</td>
      <td>45831.8</td>
      <td>22457</td>
      <td>72651.0</td>
    </tr>
    <tr>
      <th>Unclear-Fake</th>
      <td>27013.6</td>
      <td>1353</td>
      <td>95849.7</td>
      <td>3607.5</td>
      <td>538</td>
      <td>6789.4</td>
      <td>3328.2</td>
      <td>547</td>
      <td>8618.9</td>
    </tr>
  </tbody>
</table>
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<h3 id="3.-Facebook-Analysis">3. Facebook Analysis<a class="anchor-link" href="#3.-Facebook-Analysis">&#182;</a></h3><ul>
<li>Posting timeline</li>
<li>Longivity of posts by group (longivity=last post hour - first post hour)</li>
<li>Total number of unique <strong>public</strong> Facebook users</li>
<li>Total number of verified <strong>public</strong> Facebook users</li>
<li>Average number of posts per user</li>
</ul>

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
"
>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>number of unique accounts:  5279
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr>
      <th></th>
      <th colspan="3" halign="left">longivity</th>
    </tr>
    <tr>
      <th></th>
      <th>mean</th>
      <th>median</th>
      <th>std</th>
    </tr>
    <tr>
      <th>label</th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>Conservative-Fake</th>
      <td>93.5</td>
      <td>88.7</td>
      <td>71.1</td>
    </tr>
    <tr>
      <th>Conservative-Mainstream</th>
      <td>94.4</td>
      <td>72.7</td>
      <td>77.3</td>
    </tr>
    <tr>
      <th>Liberal-Fake</th>
      <td>65.6</td>
      <td>18.0</td>
      <td>105.0</td>
    </tr>
    <tr>
      <th>Liberal-Mainstream</th>
      <td>95.2</td>
      <td>69.1</td>
      <td>82.7</td>
    </tr>
    <tr>
      <th>Unclear-Fake</th>
      <td>41.5</td>
      <td>16.9</td>
      <td>47.6</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre> 

 NOTE: The following table only contains public user info 


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

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>source</th>
      <th>number of unique users</th>
      <th>number of verified users</th>
      <th>total_discovered</th>
      <th>avg post per user</th>
      <th>avg user per URL</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>Conservative-Fake</td>
      <td>1334</td>
      <td>28</td>
      <td>1868.0</td>
      <td>1.400300</td>
      <td>63.523810</td>
    </tr>
    <tr>
      <th>1</th>
      <td>Conservative-Mainstream</td>
      <td>1594</td>
      <td>104</td>
      <td>1893.0</td>
      <td>1.187578</td>
      <td>75.904762</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Liberal-Fake</td>
      <td>225</td>
      <td>3</td>
      <td>305.0</td>
      <td>1.355556</td>
      <td>15.000000</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Liberal-Mainstream</td>
      <td>2646</td>
      <td>293</td>
      <td>3726.0</td>
      <td>1.408163</td>
      <td>126.000000</td>
    </tr>
    <tr>
      <th>4</th>
      <td>Unclear-Fake</td>
      <td>182</td>
      <td>6</td>
      <td>221.0</td>
      <td>1.214286</td>
      <td>9.100000</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>Top 20 active users and descriptions for group &#34;Liberal-Mainstream&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>5</th>
      <td>FU Trump</td>
      <td>0</td>
      <td>4</td>
      <td>4</td>
      <td>34</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>Malcolm Nance Fans</td>
      <td>0</td>
      <td>3</td>
      <td>10</td>
      <td>26</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>NBC News</td>
      <td>0</td>
      <td>10</td>
      <td>0</td>
      <td>23</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Kick Ass News</td>
      <td>0</td>
      <td>4</td>
      <td>2</td>
      <td>19</td>
      <td>0</td>
    </tr>
    <tr>
      <th>0</th>
      <td>Veterans Against Republican Ignorance</td>
      <td>1</td>
      <td>4</td>
      <td>0</td>
      <td>18</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>A SKUNK NAMED TRUMP</td>
      <td>0</td>
      <td>2</td>
      <td>1</td>
      <td>18</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Buffoon in Chief Donald Trump</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>14</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>BLOOMBERG FOR PURPOSE</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>12</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>Fans of MSNBC and Ari Melber: Politics and Current Events with Joe Parsons</td>
      <td>0</td>
      <td>2</td>
      <td>1</td>
      <td>12</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>MSnbc = Maddow Station = Rachel Lawrence Joy</td>
      <td>0</td>
      <td>5</td>
      <td>3</td>
      <td>12</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>The Democratic Political Active Resistance</td>
      <td>0</td>
      <td>1</td>
      <td>4</td>
      <td>12</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>Actions and News for Liberals 2020</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
      <td>11</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>original DONALD TRUMP CLOWN UNIVERSITY @ fakeDonaldTrump</td>
      <td>0</td>
      <td>2</td>
      <td>2</td>
      <td>11</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>Blue Wave 2020</td>
      <td>0</td>
      <td>2</td>
      <td>1</td>
      <td>11</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>The Last Word With Lawrence O’Donnell</td>
      <td>0</td>
      <td>1</td>
      <td>2</td>
      <td>11</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>DUMP TRUMP</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>11</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>Dump Trump Daily</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>10</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>Donald TRUMP MOST HATED ON EARTH</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>10</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>Activist ★ Democrats</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>9</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>Blue Tsunami</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>9</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>Top 20 active users and descriptions for group &#34;Conservative-Fake&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>Ben Shapiro</td>
      <td>24</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Michael Knowles</td>
      <td>24</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Matt Walsh</td>
      <td>24</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>Daily Wire</td>
      <td>24</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Andrew Klavan</td>
      <td>11</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>The Official Rush Limbaugh Facebook Group</td>
      <td>9</td>
      <td>7</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>Drain The Swamp</td>
      <td>8</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
    </tr>
    <tr>
      <th>6</th>
      <td>The Angry Patriot</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>Fed-Up Americans</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>The United Patriots</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Donald Trump is My President</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>The Right News</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>Pro-America News</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>FOX NEWS with Tucker Carlson</td>
      <td>7</td>
      <td>8</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>The Conservative</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>Restless Patriot</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>Lady Patriots</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>Boycott</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>The Real Patriots</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>Jacob Rees-Mogg Appreciation Group</td>
      <td>7</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>Top 20 active users and descriptions for group &#34;Unclear-Fake&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>The Mind Unleashed</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
    </tr>
    <tr>
      <th>17</th>
      <td>Activist Post</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>7</th>
      <td>IJR Presents</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>8</th>
      <td>IJR</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>9</th>
      <td>IJR Politics</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>14</th>
      <td>Zero Hedge</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>13</th>
      <td>The Investigative</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
    </tr>
    <tr>
      <th>4</th>
      <td>Kórónuveiran COVID-19</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
    </tr>
    <tr>
      <th>11</th>
      <td>Anonymous</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>3</td>
      <td>3</td>
    </tr>
    <tr>
      <th>18</th>
      <td>End Corporate Welfare</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Phoenix</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
    <tr>
      <th>15</th>
      <td>Vladimir Putin Fan Club</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
    <tr>
      <th>10</th>
      <td>The Jewish Right</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Anonymous Group</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
    <tr>
      <th>1</th>
      <td>RT and Super Fans!</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
    <tr>
      <th>6</th>
      <td>The SNLS Network</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
    <tr>
      <th>5</th>
      <td>The Liberty Beat</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Kórónuveiran á Íslandi</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
    <tr>
      <th>2</th>
      <td>CoronaVirus LIVE updates</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>2</td>
    </tr>
    <tr>
      <th>19</th>
      <td>O INFORMANTE</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>Top 20 active users and descriptions for group &#34;Liberal-Fake&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>1</th>
      <td>Malcolm Nance Fans</td>
      <td>0</td>
      <td>3</td>
      <td>10</td>
      <td>26</td>
      <td>0</td>
    </tr>
    <tr>
      <th>0</th>
      <td>Crooks and Liars</td>
      <td>0</td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Bipartisan Report</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>Democrats against Donald J. Trumpf</td>
      <td>0</td>
      <td>1</td>
      <td>5</td>
      <td>2</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>FU Trump</td>
      <td>0</td>
      <td>4</td>
      <td>4</td>
      <td>34</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Resistance Against Trump</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>3</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>CNN News (World News)</td>
      <td>0</td>
      <td>1</td>
      <td>4</td>
      <td>4</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>The Democratic Political Active Resistance</td>
      <td>0</td>
      <td>1</td>
      <td>4</td>
      <td>12</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>Veterans Against Putintrumpism (VAP)</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
      <td>9</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>Occupy Democrats</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
      <td>7</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>Washington Press</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>People Against Trump and his false religious support.</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
      <td>5</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>MSnbc = Maddow Station = Rachel Lawrence Joy</td>
      <td>0</td>
      <td>5</td>
      <td>3</td>
      <td>12</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>Fox News Live Stream</td>
      <td>0</td>
      <td>1</td>
      <td>3</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>Blue America</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>Palmer Report</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>Americans Against Fox News and Republican Lies</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>People Against Glenn Beck, The Tea Party and Hate Speech</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>Atheist Planet</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>The Last Word With Lawrence O’Donnell</td>
      <td>0</td>
      <td>1</td>
      <td>2</td>
      <td>11</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>Top 20 active users and descriptions for group &#34;Conservative-Mainstream&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>11</th>
      <td>NBC News</td>
      <td>0</td>
      <td>10</td>
      <td>0</td>
      <td>23</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>FOX NEWS with Tucker Carlson</td>
      <td>7</td>
      <td>8</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>The Official Rush Limbaugh Facebook Group</td>
      <td>9</td>
      <td>7</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>Fox News</td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>MSnbc = Maddow Station = Rachel Lawrence Joy</td>
      <td>0</td>
      <td>5</td>
      <td>3</td>
      <td>12</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>Conservative Voices</td>
      <td>7</td>
      <td>5</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>0</th>
      <td>FIRST OFFICIAL CANDACE OWENS FAN CLUB</td>
      <td>4</td>
      <td>5</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>Kick Ass News</td>
      <td>0</td>
      <td>4</td>
      <td>2</td>
      <td>19</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>FU Trump</td>
      <td>0</td>
      <td>4</td>
      <td>4</td>
      <td>34</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>The Wall Street Journal</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>Veterans Against Republican Ignorance</td>
      <td>1</td>
      <td>4</td>
      <td>0</td>
      <td>18</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Real Texas Politics</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>The Ingraham Angle</td>
      <td>5</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>Promises Made &amp; Promises Kept Trump 2020</td>
      <td>1</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>Team Trump 2020</td>
      <td>1</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>Asian Alliance Against ChiNazi</td>
      <td>2</td>
      <td>4</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>Educate-A-Liberal</td>
      <td>1</td>
      <td>3</td>
      <td>0</td>
      <td>2</td>
      <td>1</td>
    </tr>
    <tr>
      <th>3</th>
      <td>The Real Deplorables</td>
      <td>2</td>
      <td>3</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>The Trump Rally</td>
      <td>4</td>
      <td>3</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Keep America Great!</td>
      <td>1</td>
      <td>3</td>
      <td>0</td>
      <td>2</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">


<div class="output_png output_subarea ">
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tbneqKBTNJbgG3zxy9ERNMuhRFxed38b5T0I0m3SnpB0hOSLpM0SdJcXYaLYxTkMTROl/RonvcaSTs2qOfykg6TdKOkpyQ9I+luSWdL2q7BPFtIOlfSw5JeknSPpF9LenPJtLV7uqdJWlzSDyTdLulFSWdJ+mLO/12TdbljnuaCuvWzt6QL8zgVL0h6vLaOytYP6ZYxgI3r7oeeVphujnGV8j3VD+a01ZrU8aY8zXp16YtL+mb+DZ5WGk/rOklfkbRQo/KqImlJSbtLOkdpHK/nJT0p6UpJX1Cb43lJWiHXPyQdXr8tStpY0hmSHsjbxgOSTpS0dpMyHSs4VjoYK3cBlwMfkrR83TLfTrpd9xzgsQb1XVDSZ5TGwLs1/+7PSLpe0n6SXtdgviHHxMnlTs/f9TGlcWBK112OrbPzb/iipH/nbfFntXnyNh31y6qviwrjXUhaTdLxOVZflbR33XI3kHSqpPvzNvygpFMkvbtBPbfNMXaT0r7meUk3S/qhUk/RsnlqYw2Nk/QJSVfkdfywpN9KelOeblFJB+a4eEFpn/Y1ae4473WNtp9CvpT27dfn7ecRpX1ts9hbRdJPC+vvCUl/kfTJBtMXf5cdJP01/6Yh6Q15mvcp7X+vzr/Xi0r7uePVZL8/EtQDxz+rhuOlKR8DfQy0YdCc5+ULS9pfs8/L75X040bbf55/gxw39+Z5Hsq/7b6SFm2jHiO9DZbuv6omaXVJ35F0uaT78nd7WOm66UPDKG9jpeubF1R3XSZpfkm7SLq0MM1teZ0sU9236qKIGPUvYB/Sf2yuG8a8awD35fnvAU4GzgdeyGm/B1Q3z9Sc9xPgGeAmUlfqf+T0AD5dN8/ywIM5707gTOAU4ArgWeCCkrodnad/Efgr6T7jG3PaE8B/1E0/Ief9g9TN+0ngD3m+Y4BlSf+5egZYvMH6ODeX8alC2sScdjdwEek/X5cBr+T0n9aVsStwQc57MK+v2mvfwnTT8jQTCmmH57T9G9SvNmbWLXXpKwM357wH8vc4B3g0p/0FWKjNbaNWv8ktTv/BPP39eXknkm5hrG1Lp5XMs2bOu7ku/W15fc8Cvlwy33fzfK8AV+Zt6Zqc9jzwYceKY4WRj5Utgc/mv79SN80PcvrHgcmUxASwUk7/d/4dTwIuzL9hkG5LWbRk+QFEo3Tg+/n3vAg4DbiX2bG6TN08u+S8V0m3Ip+Y11Fte9opT/cBZm/fUffbTS2UNyXnnwA8TrpN9uS8zncrTPd1Ury/StouT8nft7Zdb1Xy/V4BnmL2PuA84KE8z13AmJJ5ZuT8H+b5L8nrpBbbNwKvJ8Xbo8DpwJ/z+gtgv3b3Hd14Fb7nhBamHWr7+XFhXZ0I3JHTHwPWLpnvg/l3CVKsnU6Kkedr22OT+tb2ZVfkbWY6sGSe5iLSmCLXAWeTxpG8JU//HLBRSbm1bXTyMGO6pfnogeOfX46XEYgXHwN9DBzYFzCu0bZYN92EPN2MkrQrcjw9DpyVt73a/uFPDcr7TmE7vDZvsxeQjiMBjCvZHqeUlDPS22DD/dcQ62+BwvddqcXf5hBm72PPzzF4VaGcPUrm2TPnHVWXvj3p2P44dftRYFHgT3m+J4GLSfve2ne+s9U6j+ZX1yvQ4o/+u7zSfzmMeWsbx1QKF4XAWws7y93r5pla2KC+Vpf3ldoGUJdeO6E7uqQOiwPvr0vboxDoq9flfT7n3QEsUEifUKjXdGDZkmWdmfN3Lsl7E+lk4kkKB2DSyeq6JdOvxuydz3p1ebW6TGuy7qcx90X/uwrfTSXzHJnzv1VIE2nHVDvgLVzIewOzGyAOaHPbqNVvcovTrwJsVF9vYAXSIPgBbFOXN9cFArAB6eToRQqNL4X8TxbW0Tvr8rYl7awfBZZwrDhWGNlY2ZJ0Yvks8M9C/vx5G3mIdGCfTPnFwetzGQvUpS/J7AbJfUuWHzS/OHiYwoVZ3o5q62G/unnuKvudct7qwKqtLLuQP6VQj18AC5ZMs0XOvxtYpy5vq7ytPQEsXZe3PXUXS8AiwC9zeceULGtGznuWQizldVy7APq//Ju+vpD/4Zz3NPC6draPbryo9oL/GWD9uu35mJx3Td08K5BOGl8iX0gW8tYs1GvTBvV9Cdi8QT0/AryxJH3XPO+/aPxPisltrr9p7cxHDxz//HK85PROxouPgXPPM6VQDx8D+/hFNQ1kQWowWqqQtxqzG4nrG2S2zemPA5vV5QnYhEKjEw0ayLq0DTbcfw2x/obTQPZ+4C0l6R8g7bOfp64xj5IGMmAvUgPiPcBaJeXVGv3+SOHaKtf5iJx3Xre31Xne1rtdgRZ/9PPzCj+4zfk2yvP9u7gTLORPzvm316VPzel/L5lnQdJ/yQJYpZD+U0pOEBvUa35Sz45XqbvgL0zzh1zexwtpxZ3LXAe2PM0ncv7FJXl702bjCfBfeZ7D6tJrdZnWZN5plJyQAdfn9A1L1u0jpNb9sYX0j9WWRXlDwfKkk+1Hy/JbqF+j19Q2ytoqz/O7uvQ5LhDy7/M8qeFl0wZl1S423t8g/9icv1tJnmPFsdLJWNkyf/5t/rxO/vyR/PmIuu1lrl4lTZbxljzPVSV5QfOLg8+X5G2X8/5Sl/4s8Hgb9SpddiF/Sp7mURr3RvzfPM0mDfJ/kvP/u8U6LUo6mXukJG9GLuugkry9ct6rwFtL8q/N+Ru3un669aLaC/5DS/Jex+xelxsW0g/NaY16dtYaeM5oUN+5TqZb/L5/y/OvVZc+lXm74O+b459fTX8jx0tUEi8+Bs6dPwUfAwfiRTUNZK8Cby+Z56ic/9269Np58KQW61jbHqeMgm1wuPuvYgNZo9fENsr7nzzPznXprzWQkRoba/vr/6OkYQ5YMX/nByi/VlwAuDWX8eZub6/z8uqZp1gO00b5/cyIeLok/3jSydZqklaMiPvq8i+onyEiXpZ0F7AU6T9jd+es6fn9YEmzgIui8YDb7waWA66OiEaPV7+MdNK5HqkBoOihiLiywXznkho5JkhaOSLuKeTVxkg6rn4mSQuSusGvR+o9szApWGpjLKzRYHnDcRzwo1yf4hhYHyXd+nZJRMysS4d0ohH1hUXEA5JuA9YinWDMNSj9EBo95v6v9QmS5iPt5Dcg/f6LkNZT7Z7yhutJ0h6kXj8PAR+NiOtLplkReAdwX0T8vUFRl5EaY9Yjbb9VcKw4Vtqt12dIAxJfQ7oYqKUPSdK6pP/6rUJ6eqfyC4a3/s4vSbslv69Qlz4d2EhpfLgjgBvK1tUwXBQRz9Qn5jEq1iVdPExrMO9lwBdJ29RP6uZ/G+k/26uRLkJrY4e+BCwraamIeLykzAtL0u7I73dHxC0N8t/N3Ous3/2+PiEinpV0Jqk3ykbMjr9ajJ3aoKzL8vt6DfLPalYRSW8k7c/eTurxUDtPWy6/r0HqBVEVH/+sXYMcLzU+Bs7Nx0BrxcyIuKkkfa7tVWmcv3eSbpke9oMvurgNNt1/tehU0vevd0d9Qh7DbQvgPcAypCfqwuyn4DbatyxIus77NGk9bB0RT5RM90HSPvZPZdeKEfGKpCtI1xfrkW637Em90kD2aH4f0+Z8K+b3u8oy8w85k7TBr0jqHl10z9xzAan7LaQL45rjSCeOk0hjIbwi6XpSIB4fEdcVpq0NKv5eNRkINSv7zneXpAEQES9JOpHUKjwROBhA0lqkgLmLuhNfSWvmOjc7KC8xRD3b8XvSWA3bS/piRLyQ02uNEr+tm762vo6UdOQQZY8BbpW0K6lbab2vRMSjdWktPeZe0kqk9bROk8karafVSD2nXib9B7dRw0Ttu644zG3DsTInx0pjw4mVmktI44x8StKBwNakk+zrGkwPpIcHkMZc2aLJZMNZf2XbX9m2B7A7abyEnfPrcUlXksZU+G2Dk5xWNNrWVs3vywKzhhj/97VtWNICwM9J48U0swTp1oN6ZY8Ff6ZJXjG/fp31uxlDpK9USKvF2D9b/S3rNNwn5UakH5EanhoZMj4G+PhnI2PGEOn9HC81PgbOzcfA/tdqQ2rtRy6bvp3rhbH5/a4Y4qFjQ+jWNlgaE5IOB5auS34oIr5eMvmXIqLR9losczPSOGdvHKKeZXYhtQndRLol9MUG09X25ztL2nmIKvX0MbpXGsiuIV3Ajh/h5c5qdcKImEXaYH5AGl9gE2B94L3AlyUdGBH75clrT3uayewn3DXyj5K054eY57eki/7PkC/6KVxQl/yn6DTSBf9ZpIvxW4CnIuJVSZuTDpqVPdUlIh6SdCHpdrCtgZPzUz22JHX9Pr1ultr6uoTGO9aaf+f3D1D+GO4pzG5EatdU0sXBJcABpC6oT+T19E5SN+BG6+k+Ukv6JsBPJG1TaOwoqn3XR0gDQTbzz5I0x8qcHCuNDTtWIqL2BNBvkeJiEVr7z/khpAuDG0mDpU4HHsu9DRci3f7ZtrxNtTrtTZLeAWxGui1mQ9J/Bj8K7Cdp84i4ehjVaLSt1X6Tx0hjNjRzc+HvvUknLfeRHr7xd+DhiHgJQNL9pF6Ljba3Zuuk5fVlc6n9nieQGnzaVbqd5B4lR5HG2PoSaYDreyPi+Zx/AvApWtu/DOrxz0afvowXHwNL+RjY/17rySTpdRHxbIPpak+jnKtHIe2t+yp6NkL3tsFGMbEDszsm1NxB2ie0TdJSpOuTN5B6v/2adMx9NiJmSfoS6Z8Jjep5CbA2qSfu14ADG0xXW483kG5Hbqash2bP6JUGsnNJP+y7JK0VEa12l671cnlzWWZuGR5bN+08yd1GbwIOzeVvRzp4flvSCRFxM7MvXGdGxOQqlltXh6sk/Qt4Wz6JuBr4T9KOZo4eJ7lHzFqk2x62i4hX64pbver6ZceRLvonkZ60sSPpvwYnl3TRrq2vEyLiV60Untfr5Epqyms7n01J3Wm3KrklcKj19ALppOhs0onIOZI+XlJO7bs+Ocxtw7HSXh0cK8OPleNIFwdbkC5Sjm9hntqjoneKiP+ry+vU+ptL/k/kBflVu03nUNJF0lGkwU6rUvtNnmtzG66tq89HxDnFjNyNfrm5Z7FhWoV0wldvXH4v7vPuIW2r+0XEXLc4zINtSSevP4mII0ryW46PAT7+2chwvCQ+BrbGx8D+8RipkWwxUs/gsv0AzN6Wh+z5NITatrOqpAXnoRfZqNoGI2Kloadqy2akxrFLI2Kvkvyh9i23AV8g/wMsr+v9SqarrccrImL3Yde2B8w39CTdl7vjn5k//jSPAdSQpFpX6drYBttIen3JpP9Juu/2jph7TKV5FhGvRMRJuR4ija0BaaDAx4D/kLRy1cvNav/JmkQKnBWBv0VE/f3AtS6eD5Rc8APs1KD8l/L7cBtZ/0B6Wsjmkt5E41vGYPb4VtuV5I2UpUi/4WMlJ/WQ/lPZVP7P5lakRqzNgPNyd/viNHeQxoNZXdK72q2kY2VYHCvDEBG3kXrM/Zs0wPLDLcxWW4dlvduGjKFOyXX/Zv74zrrsl+G1RuLhlH0fecBTSe9rY9Zm62onKuypaHy6PkHSYqRemzB7/widi7GGv3dunH9PxctrR08c/2zEOF7wMbCNsn0M7BP53Lc2vuA2TSb9RH6fNo/Le4DUW3gx0j+Hh1tOv2+DzfaHiwEfH6qASOM8b0y6Vf47kg4pmexCUg/ALSX19W3IPdFAlu1OaoneGDhf0lvqJ5D0Jkk/Jv2Xkoi4jNQjZGlSt/4FC9O+Bfhe/vijea2cpEmS5jog53E7aid6M3O9XgYOIg2ed7akd5fMt5ikT+cL4uE4nrQR78Tse6fLun/flqdbW9KGheVL0jdJXa/L1BpJVh/OQTPfXnEKqdHgO6Rb7O6h/Da6M0ldOT8i6QhJc91DLWmcpInt1qMN95JuaVtO0ifrlv050n8zh5Tv6/4k6Ra9jYE/lXyfWqv9qZI2qC9D0sKStpHU6D8CjpX2OFaGKSI+EhHLRkSrJy61rut71NXpg8CXq6hTM3lb2UdpwNZ6W+b3mXXptd/vbQxfLaZPlLRxSb0WkrRVvrCrqa2r3aXZA2bkGDgYq9IXJL02SLik+YHDSGNoXM+cD8j4IWmslCmSPpenpTCvJK0r6UNt1qH2e08qNhzlbfU3dLfHfy8d/6zzHC+Zj4Et8zGwf4oWITQAACAASURBVBye37+qNO7VayTNJ2lf0oM6ngBaupNhCLXb/X4iaZP6TEkTJC3ZQjn9vA3W6vlRSbXx1siNWEcz9+2cpSLiLtJvdzvwdUlHlORPJY0zebqksfVlSFpGUu/3LotR8CjNVl+kW7ymk25/mkW6EDyVdNvR/5IeHRvAlYV51iDt3IO00z+JNLbFCzntBEB1y5lKk8dAM/txzxMKaWcVlvFH0kX3haT7j4N0O1R9OUcWvss1pPuHTwauLNRvzcL0E3LatBbX14XMfhzsc8ASDab7aZ7mFeAi0pNCbs2fD2u0zFznIN0m9zvgl8BXm62nuvnXL9QvgO8N8dvfmKd7AriUNID52cx+pOyVrayXkvqV/s4l03+nUNfL8rZzQ/79DsnpN9fNs2aD9AXybx2ksbPeULKsWTn/n6SGjxNJJ57PNFuvjhXHCp2LlS1bnH5ynv60uvQdCt/hmrxNXZE/H1zLKymvrfScNy7nzyikvaHw+12dt6GTmP1o95eBj9eVc3jOezhP+0vSwOa1/Ck5f8oQ6+RrzI67G5kd05eRLiAD+Ejdb/5STr85L/uSXPcTmP0Y8XF1yylNbyUuGCKeR9Or8D1vIu0Hyl5/bmX7IT0C/RXg4vyb3J7THwfeWTLfB3NekBqrLyDF2AXAgzn9kFZ/l5y/VC4rSLdxn07qPfpU/v3PLPtthvub0cfHP78cLx2MFx8DfQwc+BdzHg+uyb/jaYV1/zTw4TbXfS1mppbkHVASN+eTBsGf47dutj2Ohm2wxfW7QOH7rtTC9GL2PupZ0piMpwD3A0+SGskCOKpuvj0bpK+Qv2+QbrlWIW9R0rVhkK6/rszr5TTSfuQV4JVub6PzvI13uwLD2GjmIx1gTiVdYD+fX3fmH2gbYL66ed5I2sHfRhoA8ynSidbO1F3w5+mn0v5F/0akk4arSAfrF0kH74tIPVPmb1DWJnkjvjfP81gO2qmkLqoLFqadQHsX/bWxlAI4cYh1ugfpP3/PkgYlPYc0BkHDZZIOvieTTnBeqZ+ubD2VlHFroY5vHeL7LArsRXqy4OOkndZ9pEETD6TkxGyI8mr1K/2dm6zT6aQd6eP5992cxhcCpek5b35S41CQe2/V5f8HqTFlBmkn9ATwL9LOfCdgUceKY2WEY2WeLg5y3makk5HHSXF0JfCZnNfpi4MFSD0sTyY/YIF0wX0z6T+dazdYlz8ixc1L9cukxYuDPO06eXu9ixTTT+Zln5K3wdeVTH8+6cLk2bzd7Z23wxkM8MVB4Xs2ez3RyvZDOrnck9QY8zwprk8CVm+y/BVID+q4IW9Dz+Vt5EJS7K3Q6u9SmGa5vB3OyNvHXcARpIva0t9muL8ZfX7888vx0qF48THQx0C/0rraMMf9TNI5+bOkffRPgFWHse5rMTO1Qf4E0tNXH8zb4UPA34CvAou0uj12extscd221UCW51mMdH5/c/5eD5COsavRuCGsND3nvYl0W2oAxzJnI5lIt7yel9fLS/n9WlKHhk27vX3O60v5i5qZmZmZmZmZmQ2kXhqDzMzMzMzMzMzMrHJuIDMzMzMzMzMzs4HmBjIzMzMzMzMzMxtobiAzMzMzMzMzM7OBtkC3KzCvll122Rg3bly3q2HWUVdfffWjETGm2/XoBMewDYJ+jmFwHNtg6Oc4dgzbIOjnGAbHsQ2GTsdxzzeQjRs3junTp3e7GmYdJenubtehUxzDNgj6OYbBcWyDoZ/j2DFsg6CfYxgcxzYYOh3HvsXSzMzMzMzMzMwGmhvIzMzMzMzMzMxsoLmBzMzMzMzMzMzMBpobyMzMzMzMzMzMbKC5gczMzMzMzMzMzAaaG8jMzMzMzMzMzGygjaoGMkmLSbpTUkg6qtv1MbP2OY7NzMxaI+mtkn4v6V+SnpT0nKSbJR0uafk2yvmYpCskPSvpMUmnSlq1k3U3s2rlc+ey1zPdrpvZoFig2xWocwAwptuVMLN54jg2MzNrzUrA8sCZwL3AK8A7gN2AnSS9OyIeblaApE8CpwHXA18FlgT2Bv4maXxE3N/B+ptZtS4Hjq1Le7kbFTEbRKOmgUzSOqSD+deAH3W5OmY2DI5jMzOz1kXExcDF9emSLgNOASYDhzaaX9KCwJHAPcCGEfFMTj8fuBqYQmpsM7PecGdEHN/tSpgNqlFxi6Wk+YFfABcAZ3S5OmY2DI5jMzOzytyd35caYrqNgRWAX9YaxwAi4jpgGrBjbkQzsx4haSFJi3e7HmaDaFQ0kAH7AGsCe3a7ImY2bI5jMzOzYZC0iKRlJa0kaXPg5znrvCFmXTe//70k70pgCWCNiqppZp23HfAc8LSkhyUdKWnJblfKbFB0/RbLPIDo/sABETFD0rgW5tmN3F187NixHa1fu8bte25p+oxDthjhmpiNnHbjeLTEsOPVbGQ41syGtCvpVsmaGcDEiLh8iPlWyO/3leTV0lYEbqzPrOJY7Ng2q9T/AqcCt5Matz9G+sfzxpLWL/YSrenkOXVZfDu2rd+Nhh5kxwB3Aoe3OkNEHBsR4yNi/JgxHgvcbBRoK44dw2ZmZnM4C/gQ8AnSw26eAJZtYb7F8vuLJXkv1E0zBx+LzUaXiHhfRPwwIs6KiN9GxE7At0gP7tirwTyOY7MKdbUHmaSJpJOBjSLCT+cw60GOYzMzs3kTEfeSnmIJcJak04GrJC0WEQc3mfW5/L5wSd4iddOYWe85DPgusAXwvS7Xxazvda0HmaSFSb1NzgMelLS6pNWBVfIkS+a0N3SrjmbWnOPYzMysehFxA3AtsMcQk96f31csyaulld1+aWY9IP/z+X5a61FqZvOom7dYLgqMIbWG31Z4Tcv5E/PnXbtROTNriePYzMysMxYFlh5imqvy+/tL8tYDngJurbJSZjZyJC0CrAQ81O26mA2Cbt5i+SywfUn6GOBo4ALgV8ANI1kpM2uL49jMzGyYJC0XEQ+WpG8CrM3sfzghaXlgSWBmRNRum7wUeADYVdIRtUG8Jb0LmAD8xsMfmI1+kpaJiH+XZB1Iumb/4whXyWwgda2BLB+sT6tPLzz97o6ImCvfzEYPx7GZmdk8+Vlu+LoEuJs0bth7gZ2Ap4EvF6Y9GNgZ2ITccBYRL0vaCzgZuFzSL0hPv9sHeIQ0dpGZjX7flrQe8BdgJrA46SmWmwD/YM6n3JpZh3R1kH4zMzMzswF2IjAJ+Ayp93WQGsp+DhwWETOHKiAiTpX0PPBt4IekJ1peDHw9Ijz+mFlvmAa8ndQIvgzwKmmYkm8Bh0fEC41nNbOqjLoGsoiYAajb9TCz4XMcm5mZDS0iTgFOaXHaycDkBnnnAOdUVjEzG1ERcTZwdrfrYTboujlIv5mZmZmZmZmZWde5gczMzMzMzMzMzAaaG8jMzMzMzMzMzGyguYHMzMzMzMzMzMwGmhvIzMzMzMzMzMxsoLmBzMzMzMzMzMzMBpobyMzMzMzMzMzMbKC5gczMzMzMzMzMzAaaG8jMzMzMzMzMzGyguYHMzMzMzMzMzMwGmhvIzMzMzMzMzMxsoLmBzMzMzMzMzMzMBpobyMzMzMzMzMzMbKC5gczMzMzMzMzMzAaaG8jMzMzMzMzMzGyguYHMzMzMzMzMzMwGmhvIzMzMzMzMzMxsoLmBzMzMzMzMzMzMBpobyMzMzMzMzMzMbKC5gczMzMzMzMzMzAaaG8jMzMzMzMzMzGyguYHMzMzMzMzMzMwGmhvIzMzMzMzMzMxsoLmBzMzMzJC0tKQfSrpd0guSHpH0F0kbdrtuZmZmZmadtkC3K2BmZmbdJWkVYBqwOPAr4FZgSeCdwIrdq5mZmZmZ2chwA5mZmZkdTzoneGdEPNDtypiZmZmZjTQ3kJmZmQ0wSRsBHwD+OyIekLQgsGBEPNflqpmZmZmZjRiPQWZmZjbYPpbfZ0r6I/A88KykWyVN7GK9zMzMzMxGjBvIzMzMBttb8/svgKWBnYFdgJeA30n6bNlMknaTNF3S9EceeWRkampmZmZm1iFuIDMzMxtsr8/vTwObRMTvI+I3wIbAE8D3Jc11vhARx0bE+IgYP2bMmBGsrln/kLSGpAMkXZmfHPu0pOskfUvS61osY5qkaPAa3+nvYGZm1i88BpmZmdlgez6/nxgRL9USI+JxSX8AJpF6mf2rG5Uz63O7AF8A/gD8HngZ2AQ4CNhB0noR8XyT+WseBfYpSb+zqoqamZn1OzeQmZmZDbZ78/uDJXm1J1ouNUJ1MRs0pwEHR8SThbRjJN0GfAv4HHBUC+U8GxHHd6KCZmZmg8K3WJqZmQ22/83vK5Xk1dIeHqG6mA2UiJhe1zhWc3J+X7vVsiTNJ2kJSaqmdmZmZoNlnhrIJC0gaVtJ/yVpuaoqZWYjx3Fs1tsqiOGzSOOPTZS0eKHc5YFtgFsj4vaKqmvWdzp0HK01Tj/U4vQrAs8ATwLPSDpD0poV1cXMhuDzabP+0HIDmaRDJV1V+CzgIuAU4OfAPyWtVn0VzawqjmOz3taJGI6Ix4GvkC6wr5T0JUn7AlcCCwFfrKr+Zr1uJI6jkuYHvgO8ApzQwix3AYcCnwW2B44GPgr8Q9I7mizHT6I1GwafT5v1r3Z6kH0EuLzweStgI+Aw4NM5bd+K6mVmneE4NuttHYnhiDgW2JbUA+VA0thHt5CeannhvFTYrM+MxHH0x8D7gf0i4pahJo6Iz0bEtyLi5Ig4LSK+CmwOLA4c3mQ+P4nWbHh8Pm3Wp9oZpH9l4LbC562AuyJiXwBJawH/WWHdzKx6jmOz3taxGI6IM4Az5rmGZv2to8dRSQcCewLHRsTBwy0nIi6XdBmwiaRFW3wSppm1xufTZn2qnR5kC5G6etdsQupKWnMnsHwVlTKzjnEcm/U2x7BZd3UsBiVNAb4N/Ab4/DDrVzQDmB8/hdasah0/FktaTNKdkkJSK0+yNbMKtNNAdg+pu3etVfzNwKWF/DeSbs0ws9HLcWzW2xzDZt3VkRjMjWPfBY4Ddo2ImOeawltIF/GPVVCWmc02EsfiAwDf+2w2wtq5xfIk4DuS3gisBTwFnFfIfw9wR4V1M7PqOY7Neptj2Ky7Ko9BSfuRGsd+B+wSEbMaTLc8sCQwMyKey2lLAs9ExKt1024BbACcHxEvtFMfMxtSR4/FktYB9ga+BvxoHuppZm1qp4HsYNL91tuQHiE9KSKegNcOzh8Hjqi8hmZWJcexWW9zDJt1V6UxKOkLwP7ATNItWp9OD8R7zUMR8efCsncm3c41LadtAhwu6Y+k27peAf4DmAg8SrrINrNqdexYnJ9i+wvgAtK4oG4gMxtBLTeQRcSLwOfyq97TpPusn6uoXmbWAY5js97mGDbrrg7E4Lr5fSzp9sp6lwJ/LkmvuQWYDmwJvAlYELgXOAb4fkTc10ZdzKwFHT4W7wOsSXqytJmNsHZ6kDWUu4I/WUVZZtYdjmOz3uYYNuuu4cRgREwGJg932oj4F7BDO8s0s86Zl2OxpFVJPUoPiIgZksZVWDUza0E7g/QjaWVJv5Z0r6SXJG2a08fk9HWHKsPMustxbNbbHMNm3eUYNLMO7QeOId0qfXgb9dhN0nRJ0x955JFhLNLMilpuIMst2tNJ3T1vJD02GoCIeAQYD+xadQXNrDqOY7Pe5hg26y7HoJl1Yj8gaSLwIWD3iHi51fki4tiIGB8R48eM8UMvzeZVO7dYfg+YBawNPA88XJd/HrBVRfUys85wHJv1NsewWXc5Bs2s0v2ApIVJvcbOAx6UtHrOWjG/L5nTHq09DMDMOqOdWyw/CBwdEfcAUZJ/N7BSJbUys05xHJv1NsewWXc5Bs2s6v3AosAYYAvgtsJrWs6fmD+7d6pZh7XTg2wJ4IEm+Qu1WZ6ZjTzHsVlvcwybdZdj0Myq3g88C2xfkj4GOBq4APgVcEMbZZrZMLQTuPcAazXJXw+4fd6qY2Yd5jg2622OYbPucgyaWaX7gTzm2Gn16YWnWN4REXPlm1n12rnF8gxgF0lrF9ICQNK2pFbvUyqsm5lVz3Fs1tscw2bd5Rg0M+8HzPpUOw1k3wPuBf4BHE/aCewr6e+kHcD1wI/aWbikt0r6vaR/SXpS0nOSbpZ0uKTl2ynLzFpSaRw7hs1GXOXHYjNri2PQzEZkPxARMyJCEbHnvJZlZq1puYEsIp4C3g/8kvToWpEeRftW0r3Rm0TEC20ufyVgeeBM4BvA3sCfgd2AqyW9sc3yzKyJDsSxY9hsBHXoWGxmLXIMmpn3A2b9q61BRPPOYC9gL0ljSDuDRyKi7OkdrZR3MXBxfbqky0it75OBQ4dTtpmVqzKOHcNmI6/qY7GZtccxaGbeD5j1p2E/ZSciHqmyInXuzu9LdXAZZgOvg3HsGDYbAR0+FpvZEByDZub9gFn/aNhAJmnscAqMiJntziNpEWBxYBHg7cAPctZ5w6mDmSUjFceOYbPOGMljsZnNbebMOUJpoVZj0jFo1j98LDYbHM16kM0gP42jTfMPY55dgSPrlj0xIi4vm1jSbqQxjhg7dlj7q1Lj9j23NH3GIVtUtgyzETaDkYnjURHDZn1oBiN3LDazOuPGjUNS7eM7gLtanNUxaNY/ZuBjsdlAaNZAdgDD2xEMx1nAzaQeKO8BPg4s22jiiDgWOBZg/Pjxvs/brLGRimPHsFlnjOSx2Mzq7Lfffq81kE2ZMuV+8rHLzAaKj8VmA6JhA1lETBmpSkTEvaRH5QKcJel04CpJi0XEwSNVD7N+M1Jx7Bg264yRPBab2dymTJlS/PuBiNi/e7Uxs27wsdhscMzX7QqUiYgbgGuBPbpdFzNrn2PYzMzMzMzMeknLDWSSdpT02yb5x0narppqAbAosHSF5ZkNvBGOY8ewWcW6cCw2swLHoJl5P2DWv9rpQbYnMKtJ/qvAF9tZuKTlGqRvAqwNXNlOeWY2pErj2DFsNuIqPxabWVscg2bm/YBZn2o2SH+9twGnNcm/FtiqzeX/TNLywCXA3cAiwHuBnYCngS+3WZ6ZNVd1HDuGzUZWJ47FZtY6x6CZeT9g1qfaaSB7Hak1vJEAXt/m8k8EJgGfAcbkMu4Gfg4cFhEz2yzPzJqrOo4dw2YjqxPHYjNrnWPQzLwfMOtT7dxieRfwgSb5HwDauhiOiFMiYsuIWDkiFomIRSNizYj4oi+szTqi0jh2DJuNuMqPxWbWFsegmXk/YNan2mkgOxPYXtLn6jMk7QJsD5xRVcXMrCMcx2a9zTFs1l2OQTPzfsCsT7Vzi+UhwNbAsZL2Aa7L6e8C3g7cAny/2uqZWcUcx2a9zTFs1l2OQTPzfsCsT7XcgywingY2II0ttDzw6fxaAfgZsH5EPNWJSppZNRzHZr3NMWzWXY5BM/N+wKx/tdODjIh4EthD0heAZXPyoxERldfMzDrCcWzW2xzDZt3lGDQz7wfM+lNbDWQ1OfAfqbguZjaCHMdmvc0xbNZdjkEz837ArL80bCCTNBag9iS62ueh+Ml1ZqOH49istzmGzbpr5swUSmPHptBzDJoNHh+LzQZHsx5kM4BZkhaLiJfy51a6jM5fQb3MrBozcByb9bIZOIbNumbcuHHMN998PPfcc7WkGTgGzQbNDHwsNhsIzRrIDiAF/it1n82sdziOzXqbY9isi/bbbz8kscACr50yOwbNBo+PxWYDomEDWURMafbZzEY/x7FZb3MMm3XXlClT5vhcdQxKWgOYCGwOrAYsAtwBnAr8OCKebbGcjwHfBt4FvAhcDHwtIu6qsr5mg8jHYrPBMV+rE0qaJGlck/xxkiZVUSkz6wzHsVlvcwybdVcHYnAXYB9So9gBwFeBW4CDgCskLdpCnT4JnAMsmuc/DNgI+JukFdqoi5m1wMdis/7VcgMZ8Btg/Sb578vTmNno5Tg2622OYbPuqjoGTwNWioj/jIgjI+KYiNgR+B7wTuBzzWaWtCBwJHAPsGFEHB0RBwMfBt4ETGmjLmbWGh+LzfpUOw1kGiJ/QWDWPNTFzDrPcWzW2xzDZt1VaQxGxPSIeLIk6+T8vvYQRWwMrAD8MiKeKZR7HTAN2DE3oplZdXwsNutT7TSQQYPBCCW9AdgCeGCea2RmneY4NuttjmGz7hqJGFwpvz80xHTr5ve/l+RdCSwBrFFBfcxsTj4Wm/WhZk+xRNJ3gf3yxwCOl3R8k1l+VFXFzKwajmOz3uYYNuuu/fffnwMOOADgvaReIR2NQUnzA98hPTHvhCEmr40xdl9JXi1tReDGkuXsBuwGMHbs2CHrNW7fc4ecZqhpZxyyRctltFN2FeWaNeNjsdlgaNpABlwH/JbUjXQScDlwZ900ATxD+i/ViVVX0MzmmePYrLc5hs266N3vfjeTJk1i6tSp/waWpvMx+GPg/cA3I+KWIaZdLL+/WJL3Qt00c4iIY4FjAcaPH1/aG8bMXuNjsdkAaNpAFhFnA2cDSFoFOCgiLh6JiplZNRzHZr3NMWzWXVtvvTVbb701U6dOnQH8kw7GoKQDgT2BY/Ng+0N5Lr8vXJK3SN00ZjZMPhabDYaWxiCTtDgwg/RfMzPrQY5js97mGDbruvnoYAxKmgJ8m/T0u8+3ONv9+X3FkrxaWtntl2Y2DD4Wm/W3lhrI8lNxdiQN9GlmPchxbNbbHMNmXTeLDsVgbhz7LnAcsGtEtHrL41X5/f0leesBTwG3znMFzQzwsdis37XzFMubgHEdqoeZjQzHsVlvcwybdVflMShpP1Lj2O+AXSJiVoPplpe0pqTimGKXkp6Wt2vu2VKb9l3ABODUiHi5yvqamY/FZv2qnQayQ4HdJflR0Wa9y3Fs1tscw2bdVWkMSvoCsD8wE7gI+LSkiYXXhwqTHwz8C/iPWkJu/NoLWBm4XNIekvYFLgQeITW8mVm1fCw261NDPcWyaE3gHuCfks4BbmPuQT8jIg6sqnJmVjnHsVlvcwybdVfVMbhufh9Lur2y3qXAn5sVEBGnSnqeNH7ZD0lPtLwY+HpEePwxs+r5WGzWp9ppIJtS+PsTDaYJwDsCs9FrSuFvx7FZ75lS+NsxbDbyphT+nucYjIjJwOR5nTYizgHOaaUcM5tnUwp/+1hs1kfaaSBbtWO1MLOR4jg2622OYbPucgyamfcDZn2q5QayiLi7kxUxs85zHJv1NsewWXc5Bs3M+wGz/tXOIP1mZmZmZmZmZmZ9p51bLJG0ALAN8D5gKeZuYIuI+FxFdTOzDnAcm/U2x7BZdzkGzazq/YCktwL7AesAKwALkp5uex5wWEQ8UEW9zay5lhvIJC0N/AVYGxBp4EHl7Cik+YTAbJRyHJv1NsewWXc5Bs2sQ/uBlYDlgTOBe4FXgHcAuwE7SXp3RDxcyRcws4baucXyINIjbXcFViMF/oeBtwEnAlcBy1RdQTOrlOPYrLc5hs26yzFoZpXvByLi4ojYNCK+GRFHR8SxEfFF4LOkhrPJFdbfzBpop4FsC+C3EfEb4Kmc9mpE3BIRE4HngYOrrqCZVcpxbNbbHMNm3eUYNLOR3A/UHgiwVEXlmVkT7TSQLUdqDYfU5RNgkUL+WcDHq6iUmXWM49istzmGzbrLMWhmHdsPSFpE0rKSVpK0OfDznHXesGpqZm1pZ5D+x4DX5b+fBl4GVi7kv4xbts1GO8exWW9zDJt1l2PQzDq5H9gVOLLweQYwMSIuL5tY0m6kccoYO3Zs04LH7XvuMKtkNjja6UF2K/B2gIiYBVwLTJa0sKTFgEnAndVX0cwq5Dg2622OYbPucgyaWSf3A2cBHwI+ARwAPAEs22jiPFbZ+IgYP2bMmGEu0sxq2mkguxDYTtLC+fPhpMfaPgY8DIwHjqi2emZWMcexWW/reAxLWkzSnZJC0lHzVFuz/uPjqJl1bD8QEfdGxEURcVZEfBfYGThU0jcqqLeZDaGdWyy/D/wwIl4EiIhTJL0CTAReBU6LiJM7UEczq47j2Ky3jUQMHwD439Bm5XwcNbMR2w9ExA2SrgX2wA8AMeu4lhvIIiKAF+vSzgDOqLpSZtYZjmOz3tbpGJa0DrA38DXgR1WUadZPfBw1sy7sBxYFlu5Q2WZW0M4tlmZmZtanJM0P/AK4AF/sm5mZjRhJyzVI3wRYG7hyZGtkNpjaucXSzMzM+tc+wJrAtt2uiJmZ2YD5maTlgUuAu4FFgPcCO5GelPnlLtbNbGC4gczMzGzASVoV2B84ICJmSBrXwjwtP1rezMzMmjqR9PTLz5DGAQ1SQ9nPgcMiYmYX62Y2MNxAZmZmZseQHkl/eKszRMSxwLEA48ePjw7Vy8zMrO9FxCnAKd2uh9mgcwOZmZnZAJM0EfgQsFFEvNzt+piZmZmZdUPDQfolXSJps8LnSa3ccmFmo4fj2Ky3dTqGJS1M6jV2HvCgpNUlrQ6skidZMqe9oaplmvWSTTfdlIsvvvi1zz6Omg0en0+bDY5mT7GcALyp8Pk3wPodrY2ZVW0CjmOzXjaBzsbwoqSxTrYAbiu8puX8ifnzrhUu06xnTJs2jYceeqiY5OOo2eCZgM+nzQZCs1ssHwBWLXxWh+tiZtVzHJv1tk7H8LPA9iXpY4CjgQuAXwE3VLxcs56w/PLLc9dddxWTfBw1Gzw+nzYbEM0ayC4Gvi1pPPB4TttN0gebzBMR8bnKamdm88pxbNbbOhrDecyx0+rTC7eO3BERc+WbDYrNNtuMgw46iOnTpwOMy8k+jpoNFp9Pmw2IZg1k+5AeL/tBYLn890b51UgA3hGYjR6OY7Pe5hg266IjjjgCSVx00UUAywCzcAyaDRofi80GRMMGsoj4N7Bz7bOkWcDEiDhhJCpmZvPOcWzW27oVwxExA99CYsYyyyzDcccdB4Ckq4F18HHUbKD4fNpscDQbpL/e/ngMErNe5zg2622OYbPucgyamfcDZn2q2S2Wc4iI/YufJS2b0x+tulJm1hmOY7Pe5hg26y7HoJl5P2DWv9rpQYakyOL63QAAIABJREFUFSQdJ+kJ4CHgIUmPS5oqacXOVNHMquQ4NuttjmGz7nIMmpn3A2b9qeUeZJLGAleSBia8DrgxZ70dmAR8SNJ6EXFP5bU0s0o4js16m2PYrLscg2bm/YBZ/2q5gQw4EFgK2DIizitmSPoocEaeZnJltTOzqjmOzXqbY9isuxyDZub9gFmfaucWy82Bo+t3AgARcT7wM+Aj7Sxc0hqSDpB0paRHJD0t6TpJ35L0unbKMrOWVBrHjmGzEVf5sdjM2tKJ8+FvSDpV0p2SQtKMdislaUaet+y1bLvlmVlTPhab9al2epAtBdzWJP824A1tLn8X4AvAH4DfAy8DmwAHATvkrqnPt1mmmTVWdRw7hs1GVieOxWbWuk7E4PeBx4BrhjFv0c3A90rSn56HMs1sbj4Wm/WpdhrI7gUmAMc0yN8oT9OO04CDI+LJQtoxkm4DvgV8DjiqzTLNrLGq49gxbDayOnEsNrPWdSIGV4uIOwEk/R+w+DDr9lBEHD/Mec2sdT4Wm/Wpdm6xPBXYXtLBkpasJUpaQtL3gR2Ak9tZeERMr7uwrqmVs3Y75ZnZkCqNY8fw/2/vzsMlKcu7j39vhmVYJAYYWdSZQdwwZkGH1VcdcUkUdxMVZRNwYiJRMRpREQZQQY2GoDE6amSJKGJU5AWNkCgqiILGKC6IMAMosimCiMMyc+ePqjM0h3POdJ9T1dVV/f1cV189XVVd/XR1/56avs9TVdLQVb4vljSQOv4/fFVVjYuIDSNiy6rWJ2lK7ouljhr0JP1PBN4EvCEiriun7wDMAy6kOKyqCg8p72+oaH2SCsPKsRmW6jHMfbGk+xvlDO4O3AFsFBG3AmcBb87M62Z+mqQBjXI/IGkO+i6QZeYdEbEUeAXwfGDHctZ/Ap8HTs7Me+baoIiYB7wNuAc4fZpllgHLABYuXDjj+hYfcc6U01edsM9cmjkyRv39TdW+Ots26tujacPIcdUZhsG+R8P+Dvid0zANa18saWojnMEfAh8FfgxsRHH416HAUyNit6mKZIPuiyUVRrgfkDRHg4wgowz6R8pbXU4E9gTekpmXT9OOFcAKgCVLlmSNbZE6Zwg5NsNSjYa0L5Y0jVHMYGZO/qvMpyLiaxQX0DkGeOUUz3FfLM3SKPYDkuZukHOQ1S4ijgMOA1Zk5vFNt0fSYMywJEmjITNPB1YBDmmWJKkPI1Mgi4jlwJHAx4FXNdsaSYMyw5IkjZxVwDZNN0KSpDYYiQJZ+cP6aOAU4NDMdJi31CJmWJKkkfRwvGCOJEl9abxAFhFHUfywPg04ODPXNtwkSQMww5IkDUdELIyIR0fERj3Ttppm2VdTXFX67GG1T5KkNhvoJP1VK3fcxwDXAOcDL4uI3kVuyMzzmmibpPUzw5IkzU1E7A8sKh8uADaOiCPLx1dn5mk9i58KPJniqnmrymkHRMQhwJfKaRtSXMXy+cCVFH/EkiRJ69FXgSwiNgF2B36ZmVdU+Pq7lvcLKQ7NmuwCwB/XUgVqyrEZloakxn2xpP5ERDyJ6jN4CEXRq9dx5f0FFCO0Z3IJsDfwEooCWwArgXcBJ2Tmb6prqjTe3BdL3dbvIZZrgP8Cnlnli2fmQZkZM9yWVvl60pirPMdmWBqqWvbFkvqW1PP/4aX97kd7ll3VM+3CzHxuZi7MzE0zc35m7pyZR1gckyrnvljqsL4KZJl5D3A9xV+kJLWQOZbazQxLI8EMSmPMfbHUbYOcpP9M4MUR0fiJ/SXNmjmW2s0MS80yg5LsB6SOGuQk/R8FngKcFxEnAlcAd0xeKDOvqahtkqpnjqV2M8NSs8ygJPsBqaMGKZBdRnHuhaC4Ms505s2lQZJqZY6ldjPDUrPMoCT7AamjBimQHUvREUhqL3MstZsZlpplBiXZD0gd1XeBLDOX19gOSUNgjqV2M8NSs8ygJPsBqbs8saAkSZIkSZLG2kAFsoh4QEQcFRHfiIgrImLPcvo25fRH19NMSVUxx1K7mWGpWWZQkv2A1E19H2IZEQuAbwAPA35W3m8KkJk3R8SBwAOB19fQTkkVMMdSu5lhqVlmUJL9gNRdg5yk/+3AdsDuwDXAjZPmnwU8taJ2SaqHOZbazQxLzTKDkuwHpI4a5BDLZwMfzMzvMvVVO64CHlpJqyTVxRxL7WaGpWaZQUn2A1JHDVIg24ZiCOl01gLz59YcSTUzx1K7mWGpWWZQUuX9QEQ8MiKOjYiLI+KmiPhtRHwvIt4aEZvPqbWS+jZIgex6YKcZ5u9CMcRU0ugyx1K7mWGpWWZQUh39wMHA4cCVwLHAG4HLKQ7nvCgiNp1FOyUNaJAC2bnAIRGx/eQZEbE7cADF8daSRpc5ltrNDEvNMoOS6ugHPgM8JDNfnpnvz8wPZeZLgHcAfwIcMtdGS1q/QQpkxwD3AP8DHE9xvPWBEfFJ4GvAdcC7Km+hpCqZY6ndzLDULDMoqfJ+IDMvzcxbp5h1Rnn/2Nk3V1K/+i6QZeb1wB7AtyiGgAawP/Bi4MvAEzPz13U0UlI1zLHUbmZYapYZlDTkfuAh5f0NFa1P0gw2HGThzLwWeF5EbAk8iqIz+Jn/EZDawxxL7WaGpWaZQUnD6AciYh7wNorRaqdPs8wyYBnAwoULq3rpRiw+4pz7TVt1wj5j2w41Y6AC2YTMvA24pOK2SBoicyy1mxmWmmUGJdXcD5wI7Am8JTMvn+b1VwArAJYsWZI1tUMaGwMXyCJiN+AFwMPKSVcBn8/Mb1XZMEn1McdSu5lhqVlmUFKd/UBEHAccBqzIzOPnuj5J/em7QFYO8VwBHEQxhLTXP0TEqcChmbmmuuZJqpI5ltrNDEvNMoOS6u4HImI5cCTwceBVs2+ppEENchXLI4FXUFyydi/ggeXtCcAXKC5ne2TVDZRUKXMstZsZlpplBiXV1g+UxbGjgVMoimweNikN0SAFsoOB8zLzhZl5cWbeVt6+mZkvAP67XEbS6DLHUruZYalZZlBSLf1ARBxFURw7DTg4M9dW22xJ6zNIgexBFBXx6Xy+XEbS6DLHUruZYalZZlBS5f1ARLwaOAa4BjgfeFlE7Ndze/qsWyupb4OcpP+nwHYzzN++XEbS6DLHUruZYalZZlBSHf3AruX9QorDKye7ADhvwHVKGtAgI8iOB14dEX86eUZE7AL8LfDOqhomqRbmWGo3Myw1ywxKqrwfyMyDMjNmuC2tpumSZjLtCLLyGOjJVgKXRsSXgZ+U03YGng78L/DIylsoadbMsdRuZlhq1rHHHtv7cHuKfJlBaYy4L5bGx0yHWC6fYd4zy1uvxwG7AMfNsU2SqrN8hnnmWBp9y2eYZ4almi1fvrz34Q7cN5NmUBoPy2eYZz8gdchMBbIdh9YKSXUxx1K7mWGpQStXrlz378WLF/8AeE5zrZHUEPfF0piYtkCWmVcPsyGSqmeOpXYzw1KzFi1a1PvwrjoyGRFvphhx8niKH+JXZ+biWaznAOBw4NHAbcDZwJsz86bqWiuNH/fF0vgY5CT9kiRJkqr1TmBv4ErgltmsICIOp7jy3a3Aa4EPAy8FvhoRm1fUTkmSOm2mQyzvJyIWAcuARwBbAzFpkczMp1bUNkk1MMdSu5lhqVk1ZHCnzLyqXPdlwBYDtmcb4O3AJcBTM3NNOf0S4AsUBTOvrClVyH2x1E19F8gi4rnAmcBGFMO2Z/UXLknNMcdSu5lhqVl1ZHCiODYHzwc2A94/URwr13t2RFwF7IcFMqky7oul7hpkBNm7gGuBF2TmD2pqj6R6mWOp3cyw1KxRzOCu5f03p5h3MbBvRGyRmbcPsU1Sl41iPyCpAoOcg2wxcJKdgNRqizHHUpstxgxLTVrM6GVwh/L+F1PM+wXFoV87TDFP0uwsZvT6AUkVGGQE2Upgk7oaImkozLHUbmZYatYoZnCz8v7OKeatnrTMOhGxjOIcSixcuLCelk2y+IhzhrreVSfsM6dlq2pHFQZp31TtqOL9DaqudtT5GfZpFPsBSRUYZATZicChXglHajVzLLWbGZaaNYoZvKO8n+oH+/xJy6yTmSsyc0lmLlmwYEFtjZM6aBT7AUkV6HsEWWauiIgtgR9GxCnAKmDNFMudWl3zJFXJHEvtZoalZo1oBq8r7x8M/GzSvAcD2bOMpDka0X5AUgUGuYrltsALgYXA26ZZLAE7AmlEmWOp3cyw1KwRzeAlFIdK7sn9C2R7AJd7gn6pOiPaD0iqwCDnIPsQxVVy/gn4Ol7OVmojcyy1mxmWmtVoBiNiIcX5xK7MzLvLyWcBJwGHRcTpmbmmXPY5wMOY/ge8pNlxXyx11CAFsqcC/5yZb6irMZJqZ46ldjPDUrMqz2BE7A8sKh8uADaOiCPLx1dn5mk9i58KPBnYkeKwLjLzpoh4G/CPwPkR8UmKQyv/HvgJxfmSJFXHfbHUUYMUyO7k/sO2JbWLOZbazQxLzaojg4dQFL16HVfeXwCcxnpk5nsj4lfA4RSjyW4DPg0c4eGVUuXcF0sdNchVLM8Bnl5XQyQNhTmW2q3yDEfEIyPi2Ii4OCJuiojfRsT3IuKtXqFLup/KM5iZSzMzprktnWbZVVOs5+TM/NPMnJ+ZD8rMgzPzxirbKgnw/9NSZw1SIHs98NCIOCkidoqIqKtRkmpjjqV2qyPDB1OMOrkSOBZ4I3A58HbgoojYtILXkLrC/agk+wGpowY5xPJmiqtxPB54NcAUfUFm5iDrlDRc5lhqtzoy/Bng+My8tWfahyLiCuCtFId/fWDWLZa6xf2oJPsBqaMGCe2pFB2BpPYyx1K7VZ7hzLx0mllnUBTIHlvl60kt535Ukv2A1FF9F8gy86Aa2yFpCMyx1G5DzvBDyvsbhvia0khzPyrJfkDqLod9SpKk+4iIecDbgHuA06dZZhmwDGDhwoW1t2nxEedMOX3VCfvU/tqSJEnqvr4LZBHR1/9+M/Oa2TdHUp3MsdRuQ8zwicCewFsy8/JpXmMFsAJgyZIlHmqiseB+VJL9gNRdg4wgW0V/x1rPm11TJA3BKsyx1GarqDnDEXEccBiwIjOPn+16pI5ahftRadytwn5A6qRBCmTHcv+OYENgJ+B5wA+AL1bULkn1MMdSu9Wa4YhYDhwJfBx41WzXI3WY+1FJ9gNSRw1ykv7l082LiIcB3wSmuxLWdM97M/A4ikvk7ghcnZmLB1mHpP6ZY6nd6shwz/OXA0cDpwCHZqaHTUqT1JlBSe1gPyB11wZVrCQzrwI+DBwz4FPfCewNXAncUkVbJM2OOZbabQ4ZJiKOoiiOnQYcnJlrK26e1HlzyaCkbrAfkNqtyqtY/gJ4zIDP2ansRIiIy4AtKmyPpMGZY6ndBs5wRLya4j/y1wDnAy+LiN5FbsjM8yprodRts9mPSuoW+wGppaoskD2fAUePTPyoljQyzLHUbgNnGNi1vF9IcXjlZBcAFsik/swmg5K6xX5Aaqm+C2Tl4RdT2Yri8KrHAu+uolGS6mGOpXarI8OZeRBw0JwaJo0J96OS7Aek7hpkBNnyGeZdT3HVq3fNqTV9iohlwDKAhQsXDuMl52zxEedMOX3VCfsMuSX9G6TN0y07yHqnM8rbaBAj8h1YPsO8oeW4igwP+j0atqnaN91nXVfWqlpHv+udTpcyPwI5Xj7DvKHui6UxtXyGeWZQGg/LZ5hnPyC12CAFsh2nmJbArzPz9ora05fMXAGsAFiyZIlX2ZL6NxI5NsPSrI1EhqUxZgYl2Q9IHdV3gSwzr66zIZLqZ46ldjPDUrPMoCT7Aam7Nmi6AZIkSZIkSVKTBrqKZUTsCRwGPALYGohJi2Rm7lRR2yTVwBxL7WaGpWaZQUn2A1I3DXIVywOAjwN3Az8FrqmrUZLqYY6ldjPDUrPMoCT7Aam7BhlB9lbgcuBpmXldFS8eEfsDi8qHC4CNI+LI8vHVmXlaFa8jaR1zLLVb5RmWNBAzKMl+QOqoQQpki4A3VtwJHAI8edK048r7CwB/WEvVMsdSu9WRYUn9M4OS7AekjhqkQPZzYJMqXzwzl1a5PknrZY6ldqs8w5IGYgYl1dIPRMSbgccBjwd2pDgSY3HVryNpeoNcxfJDwMsjYl5djZFUO3MstZsZlpplBiXV1Q+8E9gbuBK4peJ1S+rDICPIvgO8CPh2RPwLsBJYM3mhzPxaRW2TVD1zLLWbGZaaZQYl1dUP7JSZVwFExGXAFnNtqKTBDFIg+6+ef38UyEnzo5zmX9Sk0WWOpXYzw1KzzKCkWvqBieKYpOYMUiB7RW2tkDQs5lhqNzMsNcsMSrIfkDqq7wJZZp5SZ0Mk1c8cS+1mhqVmmUFJo9QPRMQyYBnAwoULG2vH4iPOud+0VSfsU8t6Z1LFa9Zluvcyym2uU13fmbka5CT9kiRJkiRpBGTmisxckplLFixY0HRzpNazQCZJkiRJkqSxZoFMkiRJakhEbBARh0fETyJidURcGxHvjYjN+3x+TnO7ve62S5LUJYOcpF+SJElStf4JeA3wOeC9wM7l410i4mmZubaPdXwdWDFp2t2VtlKSpI6zQCZJkiQ1ICL+CPg74LOZ+aKe6SuBk4CXAqf3saqrMvPf62mlJEnjwQKZJEmS1Ix9gQBOnDT9I8AJwH70VyAjIjYGNs5MD62UWigi9gcWlQ8XABtHxJHl46sz87RmWiaNDwtkkiRJUjN2BdYC3+6dmJmrI+J75fx+/CVFMW1eRNwEnAEcmZm3VtlYSbU6BHjypGnHlfcXABbIpJpZIJMkSZKasQNwc2beOcW8XwB7RcTGmXnXDOv4NnAm8DNgS+BZwGHAkyNir+lGlEXEMmAZwMKFC+fwFiRVITOXNt0GadxZIJMkSZKasRkwVXEMYHXPMtMWyDJz90mTTo2I7wPvAF5b3k/1vBWUJ/ZfsmRJDtBmSZI6aYOmGyBJkiSNqTuATaaZN79nmUG9h6Kots9sGiVJ0jiyQCZJkiQ14zpgm4iYqkj2YIrDL2c6vHJKmXn3xLrn2D5JksaGBTJJkiSpGZdQ/H98t96JETEf+DPg0tmstHz+Q4Ab5tpASZLGhQUySZIkqRlnAAm8btL0V1Kce+wTExMiYqeIeHTvQhGx9TTrPY7iXMNnV9dUSZK6zZP0S5IkSQ3IzB9ExL8Ah0XEZ4FzgZ2B1wAXAKf3LP5fwCIgeqYdGRF7AF8BrgG2oLiK5VOAbwHvr/1NSJLUERbIJElSIxYfcc5IvN6qE0b3POZ1tnmqdY/ytqjKCL7v1wGrgGUUJ9W/maKwdVRmrl3Pc78KPAY4ENgaWANcAbwVeF9mrp7+qZIkqZcFMkmSJKkhmbkGeG95m2m5xVNMOws4q56WSZI0XjwHmSRJkiRJksaaBTJJkiRJkiSNNQtkkiRJkiRJGmsWyCRJkiRJkjTWLJBJkiRJkiRprFkgkyRJkiRJ0lizQCZJkiRJkqSxZoFMkiRJkiRJY80CmSRJkiRJksaaBTJJkiRJkiSNNQtkkiRJkiRJGmsWyCRJkiRJkjTWLJBJkiRJkiRprFkgkyRJkiRJ0lizQCZJkiRJkqSxZoFMkiRJkiRJY80CmSRJkiRJksaaBTJJkiRJkiSNNQtkkiRJkiRJGmsWyCRJkiRJkjTWLJBJkiRJkiRprFkgkyRJkiRJ0lizQCZJkiRJkqSxZoFMkiRJkiRJY80CmSRJkiRJksaaBTJJkiRJkiSNNQtkkiRJkiRJGmsWyCRJkiRJkjTWLJBJkiRJkiRprDVeIIuIDSLi8Ij4SUSsjohrI+K9EbF5022TtH5mWGo/cyw1Z675M79SN5hlqXmNF8iAfwLeB/wI+DvgTOA1wNkRMQrtkzQzMyy1nzmWmjPX/JlfqRvMstSwDZt88Yj4I4rwfzYzX9QzfSVwEvBS4PSGmidpPcyw1H7mWGrOXPNnfqVuMMvSaGi6Er0vEMCJk6Z/BLgD2G/oLZI0CDMstZ85lpoz1/yZX6kbzLI0ApoukO0KrAW+3TsxM1cD3yvnSxpdZlhqP3MsNWeu+TO/UjeYZWkERGY29+IRPwAelJnbTjHv08BfAZtk5l2T5i0DlpUPHwVcPsPLbAPcXE2LO8HtcX9t2CaLMnNB042YbEgZhnZ8RhrMuH2mI5lhcF/ccW73alWe49nmr4rnryfDfne6xc+z4L7Y70Gd3L712wbYvM4cN3oOMmAz4M5p5q3uWeY+HUFmrgBW9PMCEXFpZi6ZdQs7xu1xf26TOak9w+Bn1EV+piPFfXFHud1bYVb5q+L5M2XY7063+Hm2gvvilnP71q/cxovrfI2mD7G8A9hkmnnze5aRNJrMsNR+5lhqzlzzZ36lbjDL0ghoukB2HbBNREzVGTwYuHm6IeWSRoIZltrPHEvNmWv+zK/UDWZZGgFNF8guKduwW+/EiJgP/BlwaQWv0fdhXGPC7XF/bpPZG0aGwc+oi/xMR4f74u5yu4++ueavrvz63ekWP8/R5764/dy+9at9GzddIDsDSOB1k6a/kuIY60/M9QXK47JVcnvcn9tkTmrPMPgZdZGf6UhxX9xRbvdW6Dt/EbFTRDx6ts8fhN+dbvHzbAX3xS3n9q3fMLZxo1exBIiI9wOHAZ8DzgV2Bl4DXAjsnZlrG2yepPUww1L7mWOpOf3mLyJWUVyFL2bzfEmjzSxLzRuFAtk8ikr5MmAxxaVRzwCOyszbG2yapD6YYan9zLHUnH7zN0OBzPxKHWCWpeY1XiCTJEmSJEmSmtT0OcgkSZIkSZKkRnW2QBYRD4yIxU23Q90SEbH+pVQFM6xeZq+dzHF7mDGZV4F9QReZbY2j2fZlnTvEMiKeDfwD8Cjg18BlwNGZ+aNGG9YCEbEh8CJgG+BbwPcz865mW9Wccnu8mOIcAN8GLsnMWyMismvBGSFmWGav/czxaDNj6mVex5d9QbeZ7dHh7+x6VdmXdapAVnYCHwQuB74A7AI8G7gBeG1m/neDzRtZEbEBxQkh30IxqvAuYAFwKvD6zLylweY1IiL+GjgG2Bj4DbAI+ApwaGauarBpnWaGZfbazxyPNjOmXuZ1fNkXdJvZHg3+zq5f1X1ZZwpkEbE1RfgfBDx9YmNExF7A14FLgCdm5t2NNXJEldvoLOCLwPuB24GDgb8HTgPemJk3NtfC4YqIx1JcWvlS4N0UO5IXAG+n+C69LjN/7F/XqmWGZfbazxyPNjOmXuZ1fNkXdJvZHh3+zq5XHX1Zl85B9kBgD+Dsnk5go8y8iOLLuBuwX3PNGz09x+W+muK78I7MvCQzfwwcS1GJfTnwkoaaOFQ92+NQisr+P2bmxZm5EjgROAx4OkWnhv9hqJwZHlNmr1PM8QgyY5qGeR0z9gVjw2w3zN/Z9aqzL+tSgWxj4E7glwARMQ9YU847Dfg5xYYaKxExLyIOiIgVEfHXZZUVKL4o5V8YHgZcnZmXl9uNzPwtcBJwE7B/RCxq5A1ULCI2KLfHaRHx5ojYqydgERGbAjsAN2fmReX2i8xcm5n/BlwB7BsRO088oaG30kVmuMPM3tgwxw0xY5oF89pB9gXCbA+Fv7Pr1VRf1qUC2W3APcATJiZk5tryn/8DnAfsEhEPb6BtjYiIpcBPgPcCSyiCeFFE/O3EMpn5K2ArYIuI2Coz10Rhg/KY6FPL5y4ddvurFhFLgP+l2B4Ppzhp5deAd0HxfcnM3wN/AGwVEdtn5pryuRuWq/kwRRBfMLHa4b2DzjPDHWX2xoo5boAZ0yyZ146xL1DJbNfM39n1arIv61KB7JfANcDuETG/ZwNtUHYI3yiXe2FTDRymiPhDiuGbaymu6PBcii/Xj4APRMQzeha/jGIo7s490yaGIX60vH8CLRYRmwHLgT8E9qcIyiLgbOANEXFwRMwvF18JbEox/BiKME381eVM4HeUHVnPzkZzZ4Y7yOyNHXM8ZGZMc2BeO8S+QD3Mdo38nV2vpvuyzhTIyjd8MrAt8CxYN5x04gt4KfB74HFNtK8Bfwz8P+CYzPxKZv48M68F3kgx3PDoiNixXPY8ikvO/ikUQ0LLYaGRmVcAPwV2jogHD/9tDCYiHhAR200x6yEU34v3ZeaXMvP6zLyN4ooiXwPeBDy+XPYL5f1esK5CPbE9rqXo/B4ZEY+q9c2MGTPcbmZPYI7rZMZUNfPaTvYFWh+zXbux/J1dtVHtyzpTICt9srw/tLzv3UA/oDgW+86eimMrlcfjvjQiPlEee9s7b2Lo4B7l/e/L6RuVj79NMdxwd+Ap5bRvUAzF3TsiFkysJ3PdyewuBLanGKo7cnq2x1corsryhYj4UkTs3rPYXuX978rnbAyQxYkSTwIeAfx5uf0uAG6k2B6LyuWDe/PyZWBLYJN639lYGosMd4XZ0zTMcUXMmIbAvLaAfYFmwWzPgr+z69WGvqxTBbLM/AXF0Lu/iIhdJ754ZWewCLgbuCkzV/d8wVsjIraMiJcB3wJOB/YFnl3Omzdp8VXl/WYAWV7GNzPvBM6hGHr7nIhYkJmXUVwe9enAk8rnbdSzrk0o/gJxW8Vvac4iYjeKz/w9wK+AzwHXUbyPUyJin3LRleX91gCZeVfPar4IXA48E3hEZv4O+BRFZfo55TIbTQxPphi6+QcUYVSFup7hLjF7mo45roYZ0zCY19FnX6DZMNuD8Xd2/VrTl2Vmp27lxvkF8F1gj3LathSX+1wNPKvpNs7hve1CcazzT4BTgDuAz5TzYtKyTyvnH1V+SdYtQ3Gc7r+VX8hdyml7lOu+ENiwZz0B/Az4ErBF09tg0nt8APB54HrgAGDbnnn7lu/nX4F5wE7ALRTHem85eZsB7yi313PLxztSVK2vAR4w6XUvAr4HbNf0NujircsZ7srN7Hnr4ztijue2/cyYt2F+38zriN7sC7zN8ftjtvvfVv7Ornf7tqYv69QIstJ3gdcDjwbOj4izKarABwIfyMxzm2zcHP2YokL6pMw8EPgh8JQQaBznAAALA0lEQVSI2C6zGDLb8xeAXwJXAU+lGFbYazXFl2Vb7q3MXgx8BNgT+HBEPCOKq0f8M8WJBT+ambfX+/YGdgfwTWDvzDw1M2+AdVX+c4ErKa5cMQ+4HfgOxft76BTr+gowH9guIuZl5krgOIptdGZE7BsRe0bECRTDOj+Ymdf7F5dadDnDXWH2tD7meG7MmIbJvI4u+wLNhdnun7+z69WavmzD9S/SLlmUCs+IiF9RnNxtF4oK5Mvb3glk5mrgZT2TvgS8leIKJB8ENsh7hxNeDXwdeAXFSQH/u9w2lCG/iaJq/XDg/PI5b6MI/FHAiyiG3m4K/CPFcMaRksWlcj+UmbdOfOGzsCYitgIeBPwgM++KiFsp3ufbKa7o8qOJ7VH6DXArsEPPNjypnPZuioBObI8PUFwVg0nrUAW6nOGuMHtaH3M8N2ZMw2ReR5d9gebCbPfP39n1alNf1rkC2YTMPJ+iUj6vZ8N1QkRsmJn3AP8BvJbi8rIf7H2fmXl7RJxLMWRxv4i4LDNvjIiNsziO95Zy0Xk9z7kRWB4RJ1NUxG8HPp/F8dQjKTNvLe+LsZex7qSHD6cYynleOX91RHwJeDXwUooT+l3Zsz1+T3F88vyedd8B/GtEnAnsTXHyxHNGeXt0SZcz3AVmT/0wx7NnxjRs5nU02Rdorsx2//ydXZ+29GVdPMTyPrrYCZShJTO/R3G1jN0i4o9g3ZUhJoYPXkhRMd2P4stFWZXdCHhyucxXe9ddflFXZebHMvOMFoZ24jt9IHATxZUrJvwvxTHhTwP+GtZtj3nA0nKZ+1TwI2KDzLw5Mz+dmZ9t4fZovS5muKPMnqZljithxjQU5nXk2RdoVsz2+vk7e6hGsi/r7Aiyruv5C8DnKaqkLwaOpjiB3VqAzPx1RCynuMrD+yJic+BHwGLgMIrjnn/cu95+hx6OorLTWVN2Ys8A/iMz11WbMzMj4t0U2+MNZQd2CbAVcARwKkVHuM7EtpQ0PbMn1cuMSQL7AmkY/J1dv1Huy8LPqZ0mhiRGxEKKL8eNmfknk5bZIDPXRnESwOXc99KyZwBHZeY1w2z3METE8cDhwBMy8zs90ye2xyLgWIpj8TekuLzu54CjM/NnTbRZ6gKzJ9XLjEkC+wKpTv7OHp5R7MsskLVYT3g/DfwlsFdmXhwRD6T4bG/p+XLNp7gE6kOBC7o6pDMiFlNcOeTrmfmSctpGFCf+mzfRUZXDM7ejuLLFN7u6PaRhMXtSvcyYJLAvkIbB39n1G9W+zEMsu+FTFME9LCK2AZ4P/A54bc8w0NUUwzx/PO1aWmyig6K4+sgDgY9FxCbAbsBTgOcB11Jsm4lj8H9R3iTNktmT6mXGJIF9gdSQsf+dXbVR78sskLVbRMSDKK6Q8VuKL9nLKEJ7UkRsMi4V7LJ6vw3FZXOvoajgnws8AbiLYijm+5prodRNZk+qlxmTBPYF0pD5O7smo96XeYhli0XEXwBvAvakKHZ+Fjg5M89ttGENiYjnAGeVD9cCXwE+kJlnTf8sSXNl9qR6mTFJYF8gDYu/s+s1yn2ZI8ja7TcUVe3DgY+XwzvH2UqKy+2eC5zh9pCGxuxJ9TJjksC+QBoWf2fXa2T7MkeQSZIkSZIkaaxt0HQDJEmSJEmSpCZZIJMkSZIkSdJYs0AmSZIkSZKksWaBTJIkSZIkSWPNApkkSZIkSZLGmgUySZIkSZIkjTULZJIkSZIkSRprFshGXEQsjYiMiIOabkuviDiobNfSWT7/5IjIipsljRwzLLWfOZbazQxL7WeONQwWyDQyIuL5EbG86XZImh0zLLWfOZbazQxL7WeOm2OBTLN1GrAp8LVZPv+V5fN7PR84ei6NktQ3Myy1nzmW2s0MS+1njjtkw6YboHbKzDXAmjk8/27g7upaJGkQZlhqP3MstZsZltrPHHeLI8haKCI2j4jjI+LKiLgzIq6PiFMjYtGk5dYdpx0Rr4iIH5bLXx0R/zDNuv8mIi4vl7siIg6b6rjqydMi4pnl49dMs95vRsRNEbFR+fg+x1pHxFeBA8t/Z8/toIj45/Lfj5hivdtHxD0R8W+DbkepKWb4Pus1w2olc3yf9ZpjtY4Zvs96zbBayRzfZ73muAKOIGuZMkj/CTwB+AzwXuARwN8Az4iIJZn580lPexWwLfAx4DfAfsC7IuLnmXl6z7rfBJwAfBd4M7AZ8Ebgpj6a9mXgeuAA4KRJbX4EsAdwUlkhn8o7KAq2TwT275l+EXAp8Brg4LJdvQ4E5gEf7aONUuPMsBlW+5ljc6x2M8NmWO1njs1xLTLT2wjfgKVAAgeVj19ZPn73pOX2KaefNsVzrwP+oGf6ZhTh/mbPtK2A3wPfB+b3TN8OuLVcz9Ke6QdNMe095bTHTGrbceX0x/VMO7n4+t1nuftN65l3Ufk+5k2a/lPgR01/Tt68TXczw+vmmWFvrb2Z43XzzLG3Vt7M8Lp5Zthba2/meN08c1zjzUMs2+cFwFrg+N6JmXkO8D3geREx+XP9eGbe2rPsHcDFFBX2CU8H5gP/mpmre5a9HvhEn207pbw/YGJCRARFZf6yzPxun+uZygpge+BZPet+EsV7+Ngc1isNmxm+d91mWG1lju9dtzlWG5nhe9dthtVW5vjedZvjilgga58dgesy85Yp5v0QeACwzaTpV02x7K+ArSetF+DyKZadatr9ZOZlFMNQX97TGT0JWAyc2s86ZnAGRcX+kJ5phwB3VbBuaZjM8L3MsNrKHN/LHKuNzPC9zLDayhzfyxxXxALZeJj1VTVm4VTgIcDe5eMDytf/97msNDN/X65jn4jYNiK2BP4S+EJm9nMsuNRmZlhqP3MstZsZltrPHGtGFsja5ypgh4h44BTzHgPcBtw8i/WuKu8fNcW8qaZN53SKy9QeEBGbUoT1vMz8ZR/PzfXMX0FxYYkDgX0pjhl3GKnaxgybYbWfOTbHajczbIbVfubYHFfOAln7fJ7iczuid2JEPBPYhaJyvHYW6z0PuBP4m4iY37Pe7YCX97uSsmr9ReCF5fO25N5jsNfn9vI1t5pm3d8Hvk1x1Y5DgGsorhIitYkZNsNqP3NsjtVuZtgMq/3MsTmunAWy9jkZuBB4U0R8KiL+NiLeB3wOuAF4y2xWmpm/Ao4B/hi4MCIOj4i3At+iuCIGrL+SPeEUYHOKS+3eStF59ePi8v6DEbF/RLw0InactMwKisr9rhQnWZxNpyc16WTMsBlW252MOTbHarOTMcNmWG13MubYHFdsw6YboMFk5t0R8efAkcBLKCrSvwHOBI7MzGvnsO7jI+I24LXACRSV6PcAASyhuNxtP/4/8GuKS+R+tPfqH+vxSYpq/0uBv6Io4L4CWNmzzKeA9wFbAB/vc73SyDDDZljtZ47NsdrNDJthtZ85Nsd1iMx+i58aVxHxfuAwYPvy8rZNtmUT4JfAJZn55022RWoLMyy1nzmW2s0MS+1njrvPQyy1Tu8x1j3Ttqe44sZlTXcCpZcDf0gxpFRSDzMstZ85ltrNDEvtZ47Hl4dYqtfSiHgP8Fng58Bi4JUUwzaPmOF5tYuI5wCLgOXAj+j/+G1pnJhhqf3MsdRuZlhqP3M8piyQqdfPgCspwr81sBq4FDg+M89vsmHA+4EdgO8Ah2bmmobbI40iMyy1nzmW2s0MS+1njseU5yCTJEmSJEnSWPMcZJIkSZIkSRprFsgkSZIkSZI01iyQSZIkSZIkaaxZIJMkSZIkSdJYs0AmSZIkSZKksfZ/zxzOeuvPi/YAAAAASUVORK5CYII=
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<h3 id="4.-Twitter-Analysis">4. Twitter Analysis<a class="anchor-link" href="#4.-Twitter-Analysis">&#182;</a></h3><ul>
<li>Posting timeline</li>
<li>Longivity of posts by group (longivity=last post hour - first post hour)</li>
<li>Total number of unique <strong>public</strong> Twitter users</li>
<li>Total number of verified <strong>public</strong> Twitter users</li>
<li>Average number of posts per user</li>
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
"
>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>number of unique accounts:  46920
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr>
      <th></th>
      <th colspan="3" halign="left">longivity</th>
    </tr>
    <tr>
      <th></th>
      <th>mean</th>
      <th>median</th>
      <th>std</th>
    </tr>
    <tr>
      <th>label</th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>Conservative-Fake</th>
      <td>194.1</td>
      <td>155.3</td>
      <td>152.7</td>
    </tr>
    <tr>
      <th>Conservative-Mainstream</th>
      <td>149.8</td>
      <td>128.7</td>
      <td>111.2</td>
    </tr>
    <tr>
      <th>Liberal-Fake</th>
      <td>85.1</td>
      <td>37.1</td>
      <td>120.8</td>
    </tr>
    <tr>
      <th>Liberal-Mainstream</th>
      <td>174.9</td>
      <td>152.9</td>
      <td>131.8</td>
    </tr>
    <tr>
      <th>Unclear-Fake</th>
      <td>100.1</td>
      <td>56.2</td>
      <td>123.5</td>
    </tr>
  </tbody>
</table>
</div>

</div>

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<pre> 

 NOTE: The following table only contains public user info 


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

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<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>source</th>
      <th>number of unique users</th>
      <th>number of verified users</th>
      <th>total_discovered</th>
      <th>avg post per user</th>
      <th>avg user per URL</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>Conservative-Fake</td>
      <td>7087</td>
      <td>26</td>
      <td>8309.0</td>
      <td>1.172428</td>
      <td>393.722222</td>
    </tr>
    <tr>
      <th>1</th>
      <td>Conservative-Mainstream</td>
      <td>9024</td>
      <td>166</td>
      <td>10151.0</td>
      <td>1.124889</td>
      <td>451.200000</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Liberal-Fake</td>
      <td>1740</td>
      <td>10</td>
      <td>2053.0</td>
      <td>1.179885</td>
      <td>108.750000</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Liberal-Mainstream</td>
      <td>29824</td>
      <td>1195</td>
      <td>36647.0</td>
      <td>1.228775</td>
      <td>1491.200000</td>
    </tr>
    <tr>
      <th>4</th>
      <td>Unclear-Fake</td>
      <td>1189</td>
      <td>6</td>
      <td>1587.0</td>
      <td>1.334735</td>
      <td>59.450000</td>
    </tr>
  </tbody>
</table>
</div>

</div>

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<pre>Top 20 active users and descriptions for group &#34;Liberal-Mainstream&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>description</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>realJohnCurley</td>
      <td>I'm boiling Twitter and tweeting &amp; blogging whatever floats to the top.¯\_(ツ)_/¯ Follows/🐦/🔁/❤≠endorsements. VERIFIABLE #news sources #StopFakeNews #FactCheck</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
      <td>175</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>ClaraGu05568105</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>55</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>bridgeportbay</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>40</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>GingerResists</td>
      <td>🌊I am #TheResistance 🌊 🤪 https://t.co/YRxeEfC1N7 🤪\nNew album 🎶 Something's Going On 🎶 by @TraceAdkins is freaking AWESOME!! 🔥🔥</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>32</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>PolacaZ</td>
      <td>I am a human woman who is lucky to enjoy my family, pets, home and health. I love the natural world, wisdom, knowledge, evolution, and higher consciousness</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>31</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>TWITTWIT310</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>28</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>BorrelliGerlach</td>
      <td>Shirley Chisholm - If they don't give you a seat at the table, bring a folding chair.\n#AllRoadsLeadToPutin\nBlocked by D Loesch and Tammy Bruce\n🚫DM's/Lists</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>27</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>WLC940</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>26</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>JimWill74380031</td>
      <td>Not much.</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>25</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>meowsJ</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>24</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>BeachBreeze2</td>
      <td>Former Libertarian, proud Liberal. Rebel. Intelligent enough to realize that Trump is an asshole. Defender of equality for all, especially the underdog. #Resist</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>22</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>gschmidt1959</td>
      <td>Wecke keine schlafenden Hunde!</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>20</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>maggieNYT</td>
      <td>White House correspondent for NYTimes, analyst for CNN. RTs don't imply agreement. maggie.haberman@nytimes.com</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>19</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>tzmaltesemama</td>
      <td>trump must go.</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>18</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>del23175551</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>18</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>rhonda_harbison</td>
      <td>Fighting for Democracy,  WOCN RN, BSN, J.D.  NO LIST  Do not DM me. Twitter is not a dating site.</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>17</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>NotoriousRBF</td>
      <td>Early Childhood Educator. Proud Mama. Finance background. #1 Objective: high quality early education for all.</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>17</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>trumpretweeter</td>
      <td>my only purpose is to retweet tweets that contain the word trump. I am not a trump supporter or a hater due to the fact that I am a robot.</td>
      <td>1</td>
      <td>0</td>
      <td>1</td>
      <td>17</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>springkid73</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>17</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>P2Jeff</td>
      <td>Politically moderate, not happy with Trumpism, angry about Russia attacking US elections and on Twitter because of the Trump disaster.</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>17</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>

</div>

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<pre>Top 20 active users and descriptions for group &#34;Conservative-Fake&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>description</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>14</th>
      <td>bonacci_mike</td>
      <td>A hero is someone who is concerned about other people’s well-being &amp; will go out of their way to help them even if there’s no chance of reward. Child of Christ</td>
      <td>49</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Bill09927369</td>
      <td>Freedom</td>
      <td>22</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>Hawkeye920214</td>
      <td>USMC</td>
      <td>16</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>KaySmoggy</td>
      <td></td>
      <td>13</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>SucksTwidder</td>
      <td>followed by @GenFlynn⭐️⭐️⭐️\nfutures 24/5.5</td>
      <td>12</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>KateKosberger</td>
      <td>10boys, 2 sons Navy submarines -volunteer firefighter❤️⚓️⚓️5th son Marine❤️Israel#NRA,#maga Pro-life -Catholic -#MAGA homeschool#freeLorance</td>
      <td>10</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>Cindy123go</td>
      <td>Proud Grandma and Patriotic American 🇺🇸</td>
      <td>9</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>commonpatriot</td>
      <td>I pledge allegiance to the flag of the US of America and to the Republic for which it stands- ONE NATION UNDER GOD, INDIVISIBLE, with LIBERTY &amp; JUSTICE for ALL</td>
      <td>8</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>IsraelNewsLinks</td>
      <td>Christian, lover of Israel, patriotic American, nature lover in awe of God's handiwork.</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>vic_tracy</td>
      <td>Traveling and Experiencing Life, Gay\nNo regrets.......#LifeWellTraveled \nWhat we do does not define who we are;What defines us is how well we rise after falling</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>0</th>
      <td>MadWorldNews</td>
      <td>Mad World News is devoted to bringing you news and opinions on politics, economics, and constitutional rights. http://t.co/lerIF9G1px</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>USAPatriotMAGA</td>
      <td>Proud #Trump supporter for #MAGA #1A #2A #Vets #Military #BackTheBlue #tcot #ccot NO PC or SJW crap will be tolerated. Feminists don&amp;amp;#39;t speak for me.</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>TheNewResist</td>
      <td>We believe in our Constitution &amp; those who swore an Oath to uphold it. We are about God, Family, Country &amp; Support and Love our Military! AMEN! #tcot #MAGA</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>PatriotCELL</td>
      <td>We are devoted to bringing you news and opinions on politics, economics, and constitutional rights.</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>The4GNet</td>
      <td>God, Guns, Guts, &amp; Glory is devoted to bringing you news and opinions on faith, patriotism, and constitutional rights. https://t.co/lerIF9FtzZ</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>america_danger</td>
      <td>We are patriotic conservative Christians who put the safety of Americans first while we live in these dangerous times.</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>RightStuff4U</td>
      <td>We deliver meaningful conservative news that falls in line with the ideals of American liberty and freedom. #tcot #MAGA</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>MMNewzz</td>
      <td>News, politics, science, technology. 17\nUse your own brain, it's not illegal (yet). \nRetweet is not an endorsement. \nNO LISTS! #IFB patriots! #MAGA #nocommunism</td>
      <td>7</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>SheepDogSociety</td>
      <td>An organization of Great American Patriots. Become a member today. Membership is free. Link to website below. Veteran Owned &amp; Operated \n#TRUMP2020 #NRA #Veteran</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>Dearieme65</td>
      <td>I do not read comments made on my posts. I find most to be uneducated and hateful. I am a 66 y/o female who walked away from the Democrats!</td>
      <td>6</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>Top 20 active users and descriptions for group &#34;Unclear-Fake&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>description</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>4</th>
      <td>Stan69099246</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>11</td>
    </tr>
    <tr>
      <th>11</th>
      <td>serveBC</td>
      <td>DEMOCRACY without LIBERTY is just a mechanism for electing Dictators. We are all in the same canoe, when the Left paddles too hard, the Right must paddle harder</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>11</td>
    </tr>
    <tr>
      <th>6</th>
      <td>ShinichiroMika1</td>
      <td>チェンマイ在住\n己の生物学的、金融的サバイバルが第一目的\n情報の共有は第二目的</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>11</td>
    </tr>
    <tr>
      <th>9</th>
      <td>Expendable45</td>
      <td>criminal justice major and muscian.\ndeporable -proud boy -Unapolegic American</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>8</td>
    </tr>
    <tr>
      <th>15</th>
      <td>foodoregon</td>
      <td>The only person in Oregon who doesn’t have their head up their ass- We are the #News Mthr FKrs!</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>8</td>
    </tr>
    <tr>
      <th>1</th>
      <td>louiedadawg</td>
      <td>Nurse/Artist/Writer/Researcher, Animal Lobbyist/ Environmentalist/former democrat  STAND STRONG 💪 for TRUMP 2020</td>
      <td>4</td>
      <td>2</td>
      <td>0</td>
      <td>0</td>
      <td>8</td>
    </tr>
    <tr>
      <th>10</th>
      <td>CanuckGTA</td>
      <td>Against socialism, nepotism, corruption, inept politicians, illegal border crossings. Pro- Business, law, growth 🇨🇦 #MCGA# 🇨🇦</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>6</td>
    </tr>
    <tr>
      <th>13</th>
      <td>ActivistPost</td>
      <td>Alternative News and Independent Views for Peace and Freedom!</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>6</td>
    </tr>
    <tr>
      <th>19</th>
      <td>1FRAC1</td>
      <td>💥Trump 2020💥#MAGA In a time of universal deceit,telling the truth is a revolutionary act! #StillNotYourTurn#AnotherNothingBurger@TaxpayersExpense</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>6</td>
    </tr>
    <tr>
      <th>2</th>
      <td>zeroedtweets</td>
      <td>Market, macro, geo-political risk and contrarian opinions from #Zerohedge. Not affiliated to https://t.co/eeMlIHdsem (Links≠Endorsement) #FreeZeroHedge</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>6</td>
    </tr>
    <tr>
      <th>8</th>
      <td>plasmaglyphs</td>
      <td>Don't Loose Freedom thru Fear. ZINC-PICOLINATE supplement BEATS CrnaVirs. 5G opens Volltage-Gate 2 Viruses. Follow Jesus, not me. Right-Thinking 2020&amp;beyond</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
    </tr>
    <tr>
      <th>7</th>
      <td>johnjones111142</td>
      <td>The answer to 1984 is 1776! 🇺🇸 #Freedom #Liberty #Conservative #Constitution #Trump #LockHerUp #ProudAmerican #TrumpStrong @infowars #AlexJonesShow #MAGA</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
    </tr>
    <tr>
      <th>5</th>
      <td>gamleboeger</td>
      <td>Amatørfotograf og bognørd. Blogger på gamleboeger.dk</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
    </tr>
    <tr>
      <th>3</th>
      <td>KelvinBSP</td>
      <td>Love cycling, synths, pop, &amp; Indie + Lindy Hop, Jive, Swing, &amp; Nothern Soul dancing. Electrical engineer. Occasional musician &amp; Artist.</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
    </tr>
    <tr>
      <th>0</th>
      <td>CindyVien</td>
      <td>Business Administration graduate, have OCD I acquired at 26 at my desk with a click in the brain same as Howie Mandel and Howard Hughes, love cooking</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Chris91138742</td>
      <td>Trying to understand the modern world and our place in the universe</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>14</th>
      <td>Pivot2020</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Sei_selbst</td>
      <td>Die Dummheit der Einen ist die Macht der Anderen.  Je dümmer und desinteressierter die Einen, desto mächtiger die Anderen.\n\nIdioten und Nazis werden geblockt.</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>17</th>
      <td>vicpenley</td>
      <td>❤️🙏God✝️✡️USA🇺🇸Israel🇮🇱Trump day1👩🏻‍🎓MA-CJ,BA-Psy Fed ret MAGA KAG NRA Bluehand #Q #WWG1WGAWW FB:@Lrihendry @Solmemes1 @DavidJHarrisJr @charliekirk11</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>18</th>
      <td>barnscrapings</td>
      <td>Instagram @philthyfive</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>Top 20 active users and descriptions for group &#34;Liberal-Fake&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>description</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>16</th>
      <td>PalmerReport</td>
      <td>Political analysis ahead of the curve.</td>
      <td>0</td>
      <td>0</td>
      <td>11</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>LindaHaleRCSD</td>
      <td>🚫NoDMs🚫NO Magats 🆘 #USArmyVeteran @TheDemocrats @KamalaHarris @SenWarren @HillaryClinton @SpeakerPelosi #Liberal #MarijuanaAdvocate 🌊#FBResisters #TorC #NM</td>
      <td>0</td>
      <td>0</td>
      <td>10</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>0</th>
      <td>crooksandliars</td>
      <td>Watching the media since 2004!\r\n Follow the entire C&amp;L staff at http://t.co/r7HJj9pIgK</td>
      <td>0</td>
      <td>0</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>dismisstrump</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>8</td>
      <td>4</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>KellyCh80459892</td>
      <td>Medical Editor, mom of 3 adult children, liberal. Canucks Fan.</td>
      <td>0</td>
      <td>0</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>richcasa</td>
      <td>Lifetime Dem  &amp; Voter......Recovering Catholic (Atheist) All around good guy and nerd! Drives too Fast!  The  #Resistance #FBR</td>
      <td>0</td>
      <td>1</td>
      <td>7</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>AmbiiMoore</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>LiberalFenix</td>
      <td>#ImpeachTrump #NeverBernie No #MAGA’ts NO blind DM’s @LiberalFenixToo Band name: @CraftyClitoris</td>
      <td>0</td>
      <td>0</td>
      <td>6</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>jilevin</td>
      <td>Marketing Programs Manager, social media, human rights, politics and news junkie, equality. #RESIST #FBR</td>
      <td>0</td>
      <td>0</td>
      <td>6</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>SocialPowerOne1</td>
      <td>One person CAN make a difference #VoteBlueNoMatterWho #FBR #TheResistance #TrumpRussia #Resist #p2 #Uniteblue #StillWithHer #BlackLivesMatter #Fashion #EDM</td>
      <td>0</td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>Hope012015</td>
      <td>Attorney at Law, #Resist U.S. Constitutional Advocate, Fmr US Dept of Homeland Security, Agent, Asylum, Refugee &amp; Immigration Law, Humanitarian, @TeaPainUSA</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>MerleJennings18</td>
      <td>Retired, Democrat, Dislike the entire tramp family, US ARMY VET I will refollow as long as you're not just trying to sell something or a DAMNED TRAMP BOT</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>InSpiteOfTrump</td>
      <td>Space Force Commander since 2018\n#TheResistance since 2016\n\n \n \n\n\n\n\n\n\n\n\n\n\n\n\n\n \n \n\n\n\n\n\n\n\n\n\n\n\n\n\nFormer Attorney General I guess?</td>
      <td>0</td>
      <td>0</td>
      <td>5</td>
      <td>3</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>willapercy</td>
      <td>#RESISTANCE to inhumanity, criminality, racism and bigotry.     Please, no DMs, no lists</td>
      <td>0</td>
      <td>1</td>
      <td>5</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>RubyAndrewsU2</td>
      <td>Recording Artist, Producer, CEO, COO, CFO Owner of Zodiac Records Corporation.🎶👠💋🎵</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>mikelotus</td>
      <td>Enterprise SOA Architect now security software all I can say. History, Texas A&amp;M University, U of Michigan, https://t.co/oNW174sD7Y https://t.co/TAt7uTBQP6</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>Karoli</td>
      <td>Managing Editor, @CrooksandLiars , Co-host, @MOMocrats podcast https://t.co/stcCYdNfqm  @Karoli@mastodon.cloud Likes are NOT endorsements</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>truffleman2340</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>cj_disabledVet</td>
      <td>loving wife - permanently disabled VET - I'm a prisoner of my own hell. Learned helplessness. RESIST/</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>ann_neels</td>
      <td></td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
      <td>2</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">

<div class="output_subarea output_stream output_stdout output_text">
<pre>Top 20 active users and descriptions for group &#34;Conservative-Mainstream&#34;
</pre>
</div>
</div>

<div class="output_area">


<div class="output_html rendered_html output_subarea ">
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>user</th>
      <th>description</th>
      <th>Conservative-Fake</th>
      <th>Conservative-Mainstream</th>
      <th>Liberal-Fake</th>
      <th>Liberal-Mainstream</th>
      <th>Unclear-Fake</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>13</th>
      <td>GUHURA</td>
      <td>For a life with dignity.  Retweet does not mean endorsement!</td>
      <td>0</td>
      <td>19</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>Alessias_Dad</td>
      <td></td>
      <td>0</td>
      <td>16</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>1rantingrooster</td>
      <td>Those who make peaceful revolution impossible, will make violent revolution inevitable. - JFK \n\n  So what's it going to be?</td>
      <td>0</td>
      <td>15</td>
      <td>0</td>
      <td>0</td>
      <td>4</td>
    </tr>
    <tr>
      <th>18</th>
      <td>HatamotoRokudan</td>
      <td>Texan Patriot Loves USA \nRokyudan Aikido</td>
      <td>0</td>
      <td>10</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>rene_los</td>
      <td></td>
      <td>0</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>macbesten</td>
      <td></td>
      <td>0</td>
      <td>8</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>somebodystop_me</td>
      <td>Recovering Republican never Trumper, hoping IMPOTUS doesn't kill us all with his lies and incompetence. Sick of #prodeathcult45</td>
      <td>0</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>Dave_Fouchey</td>
      <td>Atheist Liberal Nature Geek, Father &amp; Grandfather, Widower,Cancer killed my son Cook &amp; Herb Gardener &amp; Photog At Twitter Limit 5000 https://t.co/XpGCN5dJQK☮️❤️😊</td>
      <td>0</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>jammo2002uk</td>
      <td>10 yrs on twitter. 1 yr active .\nBrit married to a yank from NY.  \n2 cats 1 dog.   #Brexit #Farage #England #trump  #BJohnson #buildthewall #kag</td>
      <td>0</td>
      <td>7</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>0</th>
      <td>Hoya97</td>
      <td>Christian, conservative #TheGreatAwakening #WWG1WGA #MAGA #KAG #DrainTheSwamp NO LISTS</td>
      <td>3</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>libertyspot</td>
      <td>just a guy that loves personal LIBERTY !  An Ordinary man pursuing Extraordinary Knowledge</td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>EddieDonovan</td>
      <td>Rock/Blues/Folk/Country Musician/Songwriter/Singer w/400+ recordings music playlist! https://t.co/n8TICk2kr2</td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>michaelmeans49</td>
      <td>Christian 🇺🇸 patriot 🇺🇸#ORPUW NRA #TrumpTrain 🚂Trump 2020 ! IGod 1st , Romans 16- 17 to18 I’m in need of a transmission opened a go fund me account ! No DM</td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>lopezgovlaw</td>
      <td>Husband | Father x5 | Attorney | Author  https://t.co/bJBji5r9BF | “Don’t be alarmed ... Jesus the Nazarene, who was crucified. He has risen!” #Mark 16:6</td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>kentpg</td>
      <td>US Army Veteran, Patriot, Constitutional Conservative. Proud to an American. Live Free or Die! #MAGA</td>
      <td>2</td>
      <td>6</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>jdifrancis</td>
      <td>alternately astounded and amused by almost anything.</td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>knarf2016</td>
      <td>Loyalty to country ALWAYS. Loyalty to gov't, when it deserves it. This is our time to be loyal. I follow back patriots...#MAGA #AMERICA #KAG #PATRIOT</td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>BearsDieHard68</td>
      <td></td>
      <td>0</td>
      <td>6</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>LonWalters</td>
      <td>HVAC/R Business Owner, President of E. L. Walters A/C &amp; Heating Inc. / Secretary of the Vanderburgh County Republican Party 8+ Years.</td>
      <td>0</td>
      <td>5</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>NEWSWORLD555</td>
      <td>＜BOT＞#BreakingWorldNews</td>
      <td>0</td>
      <td>5</td>
      <td>0</td>
      <td>8</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>

</div>

<div class="output_area">


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<img 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