0326.html

<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>0326</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>

<style type="text/css">
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* Twitter Bootstrap
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 * Bootstrap v3.3.7 (http://getbootstrap.com)
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 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
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/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
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}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
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}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
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}
input[type="checkbox"],
input[type="radio"] {
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}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
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}
input[type="search"] {
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}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
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}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
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  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    color: #000 !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
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  a[href]:after {
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  abbr[title]:after {
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  a[href^="#"]:after,
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  blockquote {
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  img {
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  img {
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  h2,
  h3 {
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  .label {
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  .table {
    border-collapse: collapse !important;
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  .table td,
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  .table-bordered th,
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}
@font-face {
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  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
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}
.glyphicon {
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  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
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}
.glyphicon-arrow-up:before {
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}
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}
.glyphicon-share-alt:before {
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}
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}
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}
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}
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}
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}
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}
.glyphicon-plane:before {
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}
.glyphicon-calendar:before {
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}
.glyphicon-random:before {
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}
.glyphicon-comment:before {
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}
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}
.glyphicon-chevron-up:before {
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}
.glyphicon-chevron-down:before {
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}
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}
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}
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}
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}
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}
.glyphicon-hand-up:before {
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}
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.glyphicon-circle-arrow-right:before {
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.glyphicon-globe:before {
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.glyphicon-wrench:before {
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.glyphicon-tasks:before {
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}
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}
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}
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}
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}
.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 4.2.0 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=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#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;
}
.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;
}
@-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 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  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 {
  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:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.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 {
  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: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-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.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";
}
/*!
*
* 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;
}
/**
 * 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 {
  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;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
[dir="rtl"] #ipython_notebook {
  float: right !important;
}
#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#login_widget {
  float: right;
}
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;
}
@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;
}
/*!
*
* 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 {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
[dir="rtl"] #tabs li {
  float: right;
}
ul#tabs {
  margin-bottom: 4px;
}
[dir="rtl"] ul#tabs {
  margin-right: 0px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
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 {
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-right {
  padding-top: 1px;
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-left {
  float: right !important;
}
.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: baseline;
  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;
}
.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_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;
}
.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;
}
#tree-selector {
  padding-right: 0px;
}
[dir="rtl"] #tree-selector a {
  float: right;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.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.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.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.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.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;
}
[dir="rtl"] #new-menu {
  text-align: right;
}
.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;
}
[dir="rtl"] #running .col-sm-8 {
  float: right !important;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-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.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.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.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.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);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* 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;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  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 {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@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. */
  padding: 0.4em;
}
.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. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

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;
}
/* 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: 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 {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.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;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.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;
}
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.unrendered .text_cell_render {
  display: none;
}
.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;
}
/* 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;
}
.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 {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#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;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -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.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.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;
}
.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;
}
#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;
}
#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;
}
#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.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.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.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.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.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.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
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<h2 id="Setting-up">Setting up<a class="anchor-link" href="#Setting-up">&#182;</a></h2><p>We will start by loading the data and selecting 20 random classrooms, <a href="https://mcmahanp.github.io/soci620/0321.html">just like in the previous lab</a>.</p>

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<div class=" highlight hl-r"><pre><span></span><span class="c1">#####</span>
<span class="c1"># set up the environment</span>
<span class="c1">#####</span>
<span class="c1"># load packages</span>
<span class="kn">library</span><span class="p">(</span>brms<span class="p">)</span>
<span class="c1">#library(rethinking)</span>
<span class="kp">options</span><span class="p">(</span>mc.cores <span class="o">=</span> parallel<span class="o">::</span>detectCores<span class="p">())</span>
<span class="c1">#rstan_options(auto_write = TRUE)</span>

<span class="c1"># adjust the plot region for viewing on the projector in class</span>
<span class="kp">options</span><span class="p">(</span>repr.plot.height<span class="o">=</span><span class="m">5</span><span class="p">)</span>
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<pre>Loading required package: Rcpp
Loading &#39;brms&#39; package (version 2.8.0). Useful instructions
can be found by typing help(&#39;brms&#39;). A more detailed introduction
to the package is available through vignette(&#39;brms_overview&#39;).
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<div class=" highlight hl-r"><pre><span></span>d <span class="o">&lt;-</span> read.csv<span class="p">(</span><span class="s">&quot;https://mcmahanp.github.io/soci620/data/t_star_student_grade1_2l.csv&quot;</span><span class="p">)</span>
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<div class=" highlight hl-r"><pre><span></span><span class="c1"># select 20 schools</span>
t_ids <span class="o">&lt;-</span> <span class="kp">unique</span><span class="p">(</span>d<span class="o">$</span>teacher_id<span class="p">)</span>
t_ids <span class="o">&lt;-</span> <span class="kp">sample</span><span class="p">(</span>t_ids<span class="p">,</span><span class="m">20</span><span class="p">)</span>
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<div class=" highlight hl-r"><pre><span></span><span class="c1"># subset the data</span>
d <span class="o">&lt;-</span> d<span class="p">[</span>d<span class="o">$</span>teacher_id <span class="o">%in%</span> t_ids<span class="p">,]</span>
<span class="c1"># keep only students who are white or Black</span>
d <span class="o">&lt;-</span> d<span class="p">[</span>d<span class="o">$</span>student_re_white <span class="o">|</span> d<span class="o">$</span>student_re_black<span class="p">,]</span>
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<div class=" highlight hl-r"><pre><span></span><span class="c1"># create a standardized age variable</span>
st <span class="o">&lt;-</span> <span class="kr">function</span><span class="p">(</span>x<span class="p">){</span>
    <span class="p">(</span>x<span class="o">-</span><span class="kp">mean</span><span class="p">(</span>x<span class="p">,</span>na.rm<span class="o">=</span><span class="kc">TRUE</span><span class="p">))</span><span class="o">/</span>sd<span class="p">(</span>x<span class="p">,</span>na.rm<span class="o">=</span><span class="kc">TRUE</span><span class="p">)</span>
<span class="p">}</span>

d<span class="o">$</span>student_age_s <span class="o">&lt;-</span> st<span class="p">(</span><span class="o">-</span>d<span class="o">$</span>student_born<span class="p">)</span>
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<h2 id="Random-intercept-model">Random-intercept model<a class="anchor-link" href="#Random-intercept-model">&#182;</a></h2><p>Picking up where we left off, we will ask <code>brm()</code> to estimate a random-intercept model. For illustrative purposes, let's set different priors for the intercept ($\gamma_{00}$), the coefficient on age ($\beta_1$}, and use the same prior for coefficients on the two indicator variables ($\beta_2$ and $\beta_3$). We will use half-Cauchy distributions for the standard-deviation paramters.</p>
<p>$$
S_{ik} \sim  \mathrm{Norm}(\mu_{ik},\sigma)\\
\mu_{ik} = \beta_{0k} + \beta_{1}Age_i + \beta_{2}Female_i + \beta_{3}Black_i\\
\beta_{0k} = \gamma_{00} + \eta_{0k}\\
\eta_{0k} \sim \mathrm{Norm}(0,\phi_0)
$$</p>
<p>$$
\gamma_{00}\sim\mathrm{Norm}(500,100)\\
\beta_1\sim\mathrm{Norm}(0,50)\\
\beta_1,\beta_2\sim\mathrm{Norm}(0,100)\\
\sigma\sim \mathrm{halfCauchy}(0,50)\\
\phi_0\sim \mathrm{halfCauchy}(0,50)
$$</p>

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<div class=" highlight hl-r"><pre><span></span><span class="c1"># you can break the formula up onto multiple lines, as long as</span>
<span class="c1"># each line ends with an operation like `~` or `+`</span>
m_1 <span class="o">&lt;-</span> student_reading_score <span class="o">~</span>
    <span class="m">1</span> <span class="o">+</span> student_age_s <span class="o">+</span> student_re_black <span class="o">+</span> student_female <span class="o">+</span>
    <span class="p">(</span><span class="m">1</span> <span class="o">|</span> teacher_id<span class="p">)</span>

fit_1 <span class="o">&lt;-</span> brm<span class="p">(</span>
    formula<span class="o">=</span>m_1<span class="p">,</span>
    data<span class="o">=</span>d<span class="p">,</span>
    prior<span class="o">=</span><span class="kt">c</span><span class="p">(</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(500,100)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&quot;Intercept&quot;</span><span class="p">),</span> <span class="c1"># gamma_00</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(0,100)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;b&#39;</span><span class="p">),</span> <span class="c1"># default prior for coefficients</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;b&#39;</span><span class="p">,</span>coef<span class="o">=</span><span class="s">&#39;student_age_s&#39;</span><span class="p">),</span> <span class="c1"># exception for `student_age_s`</span>
        set_prior<span class="p">(</span><span class="s">&quot;cauchy(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;sigma&#39;</span><span class="p">),</span> <span class="c1"># sigma</span>
        set_prior<span class="p">(</span><span class="s">&quot;cauchy(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;sd&#39;</span><span class="p">)</span> <span class="c1"># phi_0</span>
    <span class="p">)</span>
<span class="p">)</span>
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<pre>Warning message:
“Rows containing NAs were excluded from the model.”Compiling the C++ model
Start sampling
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<p>Setting priors in <code>brm()</code> is quite awkward, especially because it does not know about the hierarchical structure we used to construct our model. The function breaks up priors into multiple 'classes' of parameter. The (fixed) intercept always has its own prior, with class "Intercept".</p>
<p>Every coefficient (Any $\beta$ parameter that does not have a random component, and all of the $\gamma$ parameters) has class 'b'. You can set one prior for all of these coefficients, and then set exceptions to that prior for coefficients that you want different priors for. In the code above, we made the default prior on coefficients $\mathrm{Norm}(0,100)$, but explicitly set a narrower prior for <code>student_age_s</code>.</p>
<p>The population-level standard deviation ($\sigma$) has class 'sigma', while the standard deviation the random effects all are of class 'sd'. In this case we only have one second-level random effect ($\phi_0$).</p>
<p>This system for setting priors is very flexible, but not especially intuitive. You can read the sometimes-helpful description of priors in <code>brms</code> with <code>?set_prior</code>.</p>
<p>We'll make sure our priors were set correctly by asking to look at them with the <code>prior_summary()</code> function:</p>

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<table>
<thead><tr><th scope=col>prior</th><th scope=col>class</th><th scope=col>coef</th><th scope=col>group</th><th scope=col>resp</th><th scope=col>dpar</th><th scope=col>nlpar</th><th scope=col>bound</th></tr></thead>
<tbody>
	<tr><td>normal(0,100)       </td><td>b                   </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td></tr>
	<tr><td>normal(0,50)        </td><td>b                   </td><td>student_age_s       </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td></tr>
	<tr><td>                    </td><td>b                   </td><td>student_femaleTRUE  </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td></tr>
	<tr><td>                    </td><td>b                   </td><td>student_re_blackTRUE</td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td></tr>
	<tr><td>normal(500,100)     </td><td>Intercept           </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td></tr>
	<tr><td>cauchy(0,50)        </td><td>sd                  </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td></tr>
	<tr><td>                    </td><td>sd                  </td><td>                    </td><td>teacher_id          </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td></tr>
	<tr><td>                    </td><td>sd                  </td><td>Intercept           </td><td>teacher_id          </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td></tr>
	<tr><td>cauchy(0,50)        </td><td>sigma               </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td><td>                    </td></tr>
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<p>(Notice that the 'coef' for the binary variables has '<code>TRUE</code>' appended to it. This is because R is taking a logical value (TRUE/FALSE) and converting it to an indicator (1/0) automatically. Whenever it does this, it appends the value assigned to '1' to the end of the variable name. In this case, it is telling us that it set <code>TRUE</code> to 1.)</p>
<p>Once we sort out how that table is formatted, the priors look right. Let's take a look at a summary of the estimates.</p>

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<div class=" highlight hl-r"><pre><span></span><span class="kp">summary</span><span class="p">(</span>fit_1<span class="p">,</span>prob<span class="o">=</span><span class="m">.89</span><span class="p">)</span>
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<pre> Family: gaussian 
  Links: mu = identity; sigma = identity 
Formula: student_reading_score ~ 1 + student_age_s + student_re_black + student_female + (1 | teacher_id) 
   Data: d (Number of observations: 383) 
Samples: 4 chains, each with iter = 2000; warmup = 1000; thin = 1;
         total post-warmup samples = 4000

Group-Level Effects: 
~teacher_id (Number of levels: 19) 
              Estimate Est.Error l-89% CI u-89% CI Eff.Sample Rhat
sd(Intercept)    24.47      5.42    16.92    33.80       1242 1.00

Population-Level Effects: 
                     Estimate Est.Error l-89% CI u-89% CI Eff.Sample Rhat
Intercept              532.59      7.01   521.33   543.38       1667 1.00
student_age_s           -8.19      2.64   -12.40    -3.92       4256 1.00
student_re_blackTRUE   -26.41      8.98   -40.56   -12.00       3260 1.00
student_femaleTRUE      10.59      4.96     2.71    18.57       5400 1.00

Family Specific Parameters: 
      Estimate Est.Error l-89% CI u-89% CI Eff.Sample Rhat
sigma    48.88      1.83    46.10    51.90       4505 1.00

Samples were drawn using sampling(NUTS). For each parameter, Eff.Sample 
is a crude measure of effective sample size, and Rhat is the potential 
scale reduction factor on split chains (at convergence, Rhat = 1).</pre>
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<p>The summary has some information on "group-level" (as opposed to "population-level") effects. Because we only have a random intercept the information on this is limited to a standard deviation. In the model above, this corresponds to the standard deviation of the random effects, $\phi_0=SD(\eta_{0k})$. The estimate puts it at around 25, which tells us the scale of variation between classes in average test score. 100 points (about four standard deviations) will cover about 95% of the variation in average scores between the classes.</p>
<p>One last thing to look at with this random-intercept model is the actual estimates for each $\eta_{0k}$. There should be 20 of these values, since we have 20 classes represented in the data. You can access the estimates for these 'random effects' parameters using the <code>ranef()</code> function:</p>

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<div class=" highlight hl-r"><pre><span></span><span class="p">(</span>re_1 <span class="o">&lt;-</span> ranef<span class="p">(</span>fit_1<span class="p">))</span>
<span class="kp">dim</span><span class="p">(</span>re_1<span class="o">$</span>teacher_id<span class="p">)</span>
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<strong>$teacher_id</strong> = <ol class=list-inline>
	<li>-38.5626390751917</li>
	<li>31.316897089633</li>
	<li>-17.213146622041</li>
	<li>33.3469918964195</li>
	<li>-4.66930436557151</li>
	<li>32.4353625981402</li>
	<li>0.817113249181907</li>
	<li>-6.79984935605662</li>
	<li>-12.6237723576959</li>
	<li>14.9775281351704</li>
	<li>-10.8011032183722</li>
	<li>27.0124222428898</li>
	<li>6.86580292485118</li>
	<li>1.70765420564952</li>
	<li>-22.7894478157604</li>
	<li>-21.9054021170818</li>
	<li>-19.9882608255409</li>
	<li>0.765947733955504</li>
	<li>11.6598933554686</li>
	<li>11.4433297150694</li>
	<li>11.1915987727616</li>
	<li>10.9288957232899</li>
	<li>12.9569342645881</li>
	<li>11.7469081586705</li>
	<li>11.4243707702968</li>
	<li>11.8674869848269</li>
	<li>11.7045855447131</li>
	<li>10.649734094097</li>
	<li>11.2604457442279</li>
	<li>11.1880424910762</li>
	<li>11.0084228639629</li>
	<li>11.1319876991322</li>
	<li>11.6501174341013</li>
	<li>12.8379357618293</li>
	<li>12.1799845415226</li>
	<li>12.7671416857509</li>
	<li>12.4904612304792</li>
	<li>11.7157509297042</li>
	<li>-62.0857643685387</li>
	<li>9.75981390017711</li>
	<li>-38.4552620091824</li>
	<li>8.61855138469888</li>
	<li>-27.7016398333925</li>
	<li>10.3894636568288</li>
	<li>-22.5086660969442</li>
	<li>-29.5676679163365</li>
	<li>-33.8754823358768</li>
	<li>-6.85595698256407</li>
	<li>-33.0296682357374</li>
	<li>6.31803608539228</li>
	<li>-14.2482106579298</li>
	<li>-20.5622360931691</li>
	<li>-48.3925427134684</li>
	<li>-46.4743174137737</li>
	<li>-45.6739831261585</li>
	<li>-23.7097485460263</li>
	<li>-10.610021164201</li>
	<li>-16.6851251143006</li>
	<li>53.459867421487</li>
	<li>4.63161857469901</li>
	<li>58.7011957227249</li>
	<li>18.0481820722715</li>
	<li>55.0150541493967</li>
	<li>24.5571860008636</li>
	<li>16.2888903854349</li>
	<li>8.03569428417224</li>
	<li>37.4451583022112</li>
	<li>10.6630535948528</li>
	<li>49.812421792206</li>
	<li>29.4389653730138</li>
	<li>24.168683034476</li>
	<li>2.11235023413051</li>
	<li>1.05918454997916</li>
	<li>4.23109928642391</li>
	<li>25.2790640354654</li>
	<li>35.6961260334192</li>
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	<li>19</li>
	<li>4</li>
	<li>1</li>
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<p><code>ranef()</code> returns a list with one element for each grouping variable. In this case, we have just one: <code>teacher_id</code>. Jupyter notebook is horrible at printing these lists out, so we should look just at the first (and only) element of the list, which has 3 'dimensions'. The following is a cludge that will show you the estimates for the random effect on the intercept.</p>

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<div class=" highlight hl-r"><pre><span></span>re_1<span class="o">$</span>teacher_id<span class="p">[,,</span><span class="s">&quot;Intercept&quot;</span><span class="p">]</span>
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<table>
<thead><tr><th></th><th scope=col>Estimate</th><th scope=col>Est.Error</th><th scope=col>Q2.5</th><th scope=col>Q97.5</th></tr></thead>
<tbody>
	<tr><th scope=row>12305604</th><td>-38.5626391</td><td>11.44333   </td><td>-62.085764 </td><td>-16.685125 </td></tr>
	<tr><th scope=row>13008506</th><td> 31.3168971</td><td>11.19160   </td><td>  9.759814 </td><td> 53.459867 </td></tr>
	<tr><th scope=row>16117606</th><td>-17.2131466</td><td>10.92890   </td><td>-38.455262 </td><td>  4.631619 </td></tr>
	<tr><th scope=row>16118312</th><td> 33.3469919</td><td>12.95693   </td><td>  8.618551 </td><td> 58.701196 </td></tr>
	<tr><th scope=row>16218407</th><td> -4.6693044</td><td>11.74691   </td><td>-27.701640 </td><td> 18.048182 </td></tr>
	<tr><th scope=row>16821405</th><td> 32.4353626</td><td>11.42437   </td><td> 10.389464 </td><td> 55.015054 </td></tr>
	<tr><th scope=row>16922909</th><td>  0.8171132</td><td>11.86749   </td><td>-22.508666 </td><td> 24.557186 </td></tr>
	<tr><th scope=row>16922915</th><td> -6.7998494</td><td>11.70459   </td><td>-29.567668 </td><td> 16.288890 </td></tr>
	<tr><th scope=row>16928007</th><td>-12.6237724</td><td>10.64973   </td><td>-33.875482 </td><td>  8.035694 </td></tr>
	<tr><th scope=row>17029507</th><td> 14.9775281</td><td>11.26045   </td><td> -6.855957 </td><td> 37.445158 </td></tr>
	<tr><th scope=row>18034407</th><td>-10.8011032</td><td>11.18804   </td><td>-33.029668 </td><td> 10.663054 </td></tr>
	<tr><th scope=row>20144910</th><td> 27.0124222</td><td>11.00842   </td><td>  6.318036 </td><td> 49.812422 </td></tr>
	<tr><th scope=row>20345705</th><td>  6.8658029</td><td>11.13199   </td><td>-14.248211 </td><td> 29.438965 </td></tr>
	<tr><th scope=row>20549107</th><td>  1.7076542</td><td>11.65012   </td><td>-20.562236 </td><td> 24.168683 </td></tr>
	<tr><th scope=row>24472806</th><td>-22.7894478</td><td>12.83794   </td><td>-48.392543 </td><td>  2.112350 </td></tr>
	<tr><th scope=row>24474506</th><td>-21.9054021</td><td>12.17998   </td><td>-46.474317 </td><td>  1.059185 </td></tr>
	<tr><th scope=row>24475513</th><td>-19.9882608</td><td>12.76714   </td><td>-45.673983 </td><td>  4.231099 </td></tr>
	<tr><th scope=row>25789909</th><td>  0.7659477</td><td>12.49046   </td><td>-23.709749 </td><td> 25.279064 </td></tr>
	<tr><th scope=row>26192705</th><td> 11.6598934</td><td>11.71575   </td><td>-10.610021 </td><td> 35.696126 </td></tr>
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<div class=" highlight hl-r"><pre><span></span>hist<span class="p">(</span>re_1<span class="o">$</span>teacher_id<span class="p">[,</span><span class="s">&quot;Estimate&quot;</span><span class="p">,])</span>
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<p>Each class has its own estimate, along with a 95% credible interval and a standard error on that estimate.</p>
<h2 id="Random-slopes">Random slopes<a class="anchor-link" href="#Random-slopes">&#182;</a></h2><p>Adding random slopes to the model is straightforward when there are no second-level predictors for the slopes (e.g. the effect of teacher sex on $\beta{2k}$). The model is specified in a hierarchical framework by adding formulas for each of the level-one $\beta$ parameters. We also model the joint distribution of $(\eta_{0k},\eta_{1k},\eta_{2k},\eta_{3k}) = \eta_{\cdot k}$ using a multivariate normal distribution with an LKJ(2,4) prior on the correlation matrix.</p>
<p>$$\begin{align}
S_{ik} &amp;\sim  \mathrm{Norm}(\mu_{ik},\sigma)\\
\mu_{ik} &amp;= \beta_{0k} + \beta_{1k}Age_i + \beta_{2k}Female_i + \beta_{3k}Black_i\\
\beta_{0k} &amp;= \gamma_{00} + \eta_{0k}\\
\beta_{1k} &amp;= \gamma_{10} + \eta_{1k}\\
\beta_{2k} &amp;= \gamma_{20} + \eta_{2k}\\
\beta_{3k} &amp;= \gamma_{30} + \eta_{3k}\\
\eta_{\cdot k} &amp;\sim \mathrm{MVNorm}(0,\Phi,R)\\
\\
\gamma_{00}&amp;\sim\mathrm{Norm}(500,100)\\
\gamma_{10}&amp;\sim\mathrm{Norm}(0,50)\\
\gamma_{20},\gamma_{30}&amp;\sim\mathrm{Norm}(0,100)\\
\sigma&amp;\sim \mathrm{halfCauchy}(0,50)\\
\phi_k&amp;\sim \mathrm{halfCauchy}(0,50)\\
R &amp;\sim LKJ(2,4)
\end{align}
$$</p>

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<div class=" highlight hl-r"><pre><span></span>m_2 <span class="o">&lt;-</span> student_reading_score <span class="o">~</span> 
    student_age_s <span class="o">+</span> student_re_black <span class="o">+</span> student_female <span class="o">+</span>
    <span class="p">(</span><span class="m">1</span> <span class="o">+</span> student_age_s <span class="o">+</span> student_re_black <span class="o">+</span> student_female <span class="o">|</span> teacher_id<span class="p">)</span>

fit_2 <span class="o">&lt;-</span> brm<span class="p">(</span>
    formula<span class="o">=</span>m_2<span class="p">,</span>
    data<span class="o">=</span>d<span class="p">,</span>
    prior<span class="o">=</span><span class="kt">c</span><span class="p">(</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(500,100)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&quot;Intercept&quot;</span><span class="p">),</span> <span class="c1"># gamma_00</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(0,100)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;b&#39;</span><span class="p">),</span> <span class="c1"># default prior for coefficients</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;b&#39;</span><span class="p">,</span>coef<span class="o">=</span><span class="s">&#39;student_age_s&#39;</span><span class="p">),</span> <span class="c1"># exception for `student_age_s`</span>
        set_prior<span class="p">(</span><span class="s">&quot;cauchy(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;sigma&#39;</span><span class="p">),</span> <span class="c1"># sigma</span>
        set_prior<span class="p">(</span><span class="s">&quot;cauchy(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;sd&#39;</span><span class="p">),</span> <span class="c1"># phi_0, phi_1, phi_2, phi_3,</span>
        set_prior<span class="p">(</span><span class="s">&#39;lkj(2)&#39;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;cor&#39;</span><span class="p">)</span> <span class="c1"># R (this can have class=&#39;L&#39;)</span>
    <span class="p">),</span>
    chains<span class="o">=</span><span class="m">8</span><span class="p">,</span>iter<span class="o">=</span><span class="m">1500</span><span class="p">,</span>warmup<span class="o">=</span><span class="m">1000</span><span class="p">,</span>cores<span class="o">=</span><span class="m">8</span><span class="p">,</span>
    control<span class="o">=</span><span class="kt">list</span><span class="p">(</span>adapt_delta<span class="o">=</span><span class="m">.99</span><span class="p">)</span>
<span class="p">)</span>
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<pre>Warning message:
“Rows containing NAs were excluded from the model.”Compiling the C++ model
Start sampling
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<p>We added one new line to <code>prior</code>, which specifies the LKJ prior on the correlation matrix. LKJ is actually the default prior for correlations in <code>brm()</code>, but it uses a concentration parameter of 1 unless you tell it otherwise.</p>
<p>We also snuck in a few more arguments to <code>brm()</code>. The last one, <code>control</code>, is just a way to pass "control" instructions to the underlying Stan program. In this case, telling Stan to set <code>adapt_delta=.99</code> has it take smaller steps as it is tuning its HMC chain. You don't need to know the details of this, but it is a pretty common adjustment when using Stan.</p>
<p>We also added values for <code>chains</code>, <code>iter</code>, <code>warmup</code>, and <code>cores</code>. These are not strictly necessary, but learning to use them can make your models run much faster on a multi-core computer (like most are these days). The following figure can help explain how this speedup can work. In general, once the Stan program is compiled, it can run each HMC chain in its own 'process' or 'thread' (we can ignore the distinction between 'process' and 'thread' here). Ideally, these processes execute in parallel on your computer, multitasking the job of drawing posterior samples. The figure below illustrates the possible gains from increasing the number of processes that you allow <code>brm()</code> to launch, and the number of HMC chains you tell it to use.</p>
<p><img src=" 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7P9g7884c9nJ2rz3q7FRQWIYSAECKEBEKIEAIAwG9CCM2JK/7bedDrE8KHD+sGjvEwD+yTniMnzl2+KmRbfNKZ/UdOvAEh1FoYE580Y5F/B6PzpHlUcqgIISCECCGBECKEAADw6xdCcwgWsay79yosGc6lZ3l4rVGhe+u9hBAmJqeac1RExx0z27LGJZx8Y0Jokn/95qadMR9996N5xlLTLyGELUht7cPUi9nyNd0ouu26ATMghARCqIe8fu/rwWbjEYQQAAAQwkbuVVQuDwp3GJM9V+iny3++GqgSDx1LdrE1KaCbc/eF7YixZDD74+l53l9CCFeFbNOJfUZZn3zrN0e9biEUodXjdly/WWw5pWaxIzL2iEpPOZ+ZdCZNhSgNQvhC1Nc/kiuh94hpf+rQw+yuudg/pLziflv5kXcZPOGDLj98PXCcTvmk50hJ6es2AyH8BWNZ4KbSu/dUuC9dbc+QdjFbLc3Nv25fOnHu8juld1WGoLCdeFqrEsJvBo0/kpRSWVWtnlDXCosCNmyzzDHbWixuxDR5wkpY3ioihAAACOEvxstNOzHXJ0iv9c9OAy7nXtOLxIjMJ1byufSXFkLRAGdDj0qB9asBY/RSKTG8DiGUIqBOXBO608xf/aDG7FioZ6T4X5ehOvHzvj8hhM2n4n7lsEmezvby7hf9T6ZcaBM/8ve+HiwH/O8vv9cp6lLp2GsUQvgLhvycax8+VMe5IWKPZenkeSvq6p42/PbwshrjyvVb9dIZi1fhaa1HCGd7Bzq8Gm8U3ZYfXWsTQj2Y8NcDxyGEAAAIYRsWwsqq6g+6/GCONSoPuYAN2ybNW2EOANPXbYYehPMlhHBPXIL58PNeE5abX3itsGjvwcTeI6ZZHo16Ry0ohJGxR8w5J3zWbMrKuVpcUipm0s9tpl5kFv0Rwpfj9p0yOV26ebD4/9JVGwPDdsp+dXHwn50GFBYVI4QI4UtH9pV8dZxyB7AsWr1xu/lBwnbss2SIOXxcLbp+sxhJaz1C2G3oJG3yZy9kbYs+aE4Ym5aR3dq6ICKEAADwKxFC4fjpNPFAF88qUaM7ZeU6/0sIYdnde+aE9ZYQbTD/LCuvaHEhFMmULbh+JEtp41DiaYTwFfHwWqO29o/P+l3IzDEX5Vwt0GdVrqK2+LNHCFuJEEbHNU7BWlh0y7LosPErFk6dvWCVyaZ2EHEJJ5G01iOEelpd89r7rI/bpSb5N7tFIIQAAIAQtqQQCkXFJT+Mn+uwZ/9Ydy9Lp7uXm3YiNf3SfzsPsu9i8Lg52bn5phOKoLa4EConnOsT5KwvSvuuQw8cPWluByF8CQoKi1SZ708dely8dMWeQU99KZdW2d17DjfyomPPOMzf/I280O6eK4Svb+AchNAMr9Vh+oRPme9rLrp+85ak1z58qJqVlpaVy01ML50wZ5lubroyeKuz7ZurPDcks4v8zha90C5eNF7rxl+TEObmF6p7iCW9n9tM9X2F7diHEAIAAELoipLSu7ti4lUcPn76JbaQejE7fFes+9KAIePnzFoSsC48MuNynj1bYnKq3lFGdq5lqRQxnR1G9YOaTTtjpi/0HzR29sS5y/2DI0TnVAFaZEyvJX6o8p9Lz9KJp1Mz9HYiY4/o9FslpZYDOJFyXi89n3nZsrTifuXWqANiPj/NWDJwjIeUehetDEk4eba+3lqO33/khGxBdVzpOmQiQtgcpnj6qk1NmrfCWZ4ugyeoPNFxx8z0G0W3F/iu7zNq+t8+7dOh2zC36YvlarF8L/JNSYFeIu9aYc7VArdpi/7ZacC7n/cbNW2RXJYqz564hJFTF/7js37/7TxIrmRLLeWMRf6yemDYTrnw5MwPGD3rr5/0/qyPmxy53oJmrk+QZPbwWvNcIbyce00yfzt4/F8+7iXlV991W4qKSxDC1yg8Ht5V1dXqUFdv3K7T5ftViVk5ebpZ6bxlQTrD8qBwlfigpla+XMtYNUmn04qK78iW6+rq7pSVp2VkPxl15lm5OplyIflcenzSGfn/HJ+glLQMuavU19e7L10txiKLJBb7b5AjOXoiRTYi/pl//ebh48lKXMd5+Ozcd1guS9nLvYpKuYzXhkea/rYyOEJtZGvUfvtoOmqRbEH7rUpRtZ2BoTvPXsiSncrG5eMfPHZqtteaNiGEb7Xrqp4F8sMxX/lJyI9OPlFZeYWcc8vMscFbd8tDRL4muV3Lk+WP7b/TSz/sPny+73oJ+UlKzog9cXJm5AGnX2h+M2h8wMbtZ9Iy9h5MHDFlgbllefzJit2HTpZdz/YOjI1Pkr14rwnr1G90c4Two+9+lMfKkaSUmMPHpy7w+/eX3yOEAAAIYeuiuKRUnosqHPpeWyc3v1B/wFecaF4K0+Ibz529AyHUtPu2sWGwnHxnecThRZ8kSkrv6sTDx0+L19kPSaTdzKbPVcTuOEs757c/6pmRnRu0aZdlC1K4NK9zsU21WXOgI11puS480qzia2YfwkPHkv9iq3mWU+HiW0AIXz1EA9ShHjj6tOVnyNY9KjFq/xHdrHSLYVY6MT3rilmfFnM4ydmpEAMU/9SZVQWj+IlcQlpKBRFC3WAhPDLWbGbf+NYgr2Cyp29quoMhi+Vo9fZFXVSivbHrxm3RatH5jGw9vo5KuXmrRHTUXkF9v7LKPySiTdQQ6jMmF9hzDcrh8DOZl/PUD1xi2MR5KnHohHlyEnSeuvr674ZN7us2o7b2obmuKJzeuLrnrFi7WXc3bXqJUGM2pXEohKJ24vmWV10fOpr2FiEEAEAIm0XSmbRvBo1X4aLK5YUIidjzZlpC/lK4TV+sP+DMxateejuVVdXyvFfbsdcdIYQODqmqWm3nTx16vFDLyQuZOWbzMP/gCCnt6bGOuv0wUW9NnysRMIkFvusX+gW/+0V/3WtR/u0yeELAhm0+azbpRr+6aKiFUE2GIb43xydwTejOwePm2OcdaaYQnk7NEJNURjprScDa8MifZizRx3Pt1V5JIIQuYnv0IXWoV/ILdGJSU4Pzpas2yjWg/p+SlqkzZDa9Hdix95BOFJXSH/xqwY24hJOy8ePJqQ8fNo5xYo5M0ySE93RbetFCUQ5TCKurH8hFK0a350BC/vWbpp4pbxED3H/kRHFTAwfZ5rQFK19FCNVRyQGfTr0YFXvk6ImU0ia/kiNZsmpD6xdC+Ub0iYrYHddj+BRLVaEOMTrdduB85mXJnJVzVf0Zun2v5Vd/6/adivuV+w4l6rMt8izOJn9G7T+anHpRfzVaJpUQ3r5T9rihxjI67lh6VmNDg7q6OnkcOxPCrwaMqamtVVs7cPSkXA9qmJzComKHPSYQQgAAhPA5yNPoP18NNEdga/66nQeMkZKriq1RBxDCl0BPhuFsJHSE0EJGdq7azic9RzZ/LSmt6oFeReR0etnde52/H6vSpTBnOVdvfdBN1/uJuuuC5md93FSBrMETrqtEcUuLECqpk5Ki/VuQH4Uuaz5XCOXge/44VVJks+aULVK0bfGLByG0xALf9epQxYJ0409VlJfi+Bj3J40zRczkz/J791WbzCcpD2rUWvNXrNebungpt8nB0s1dhG5vFLDkc+kWIVSI8C9eGaI2Lv+aXZqDNu3Sq4ieGW8QLuoGojMWr9KX6/Kgza8ihMpLlwVu0pmnLvDLbRql80JmTusXwk97jdQjimmXC9sR8/3P7vJ7N3MGhjVOHaR7jIs6qpOcnZtvEUKxQdXy/4/tv9PDht0pK9ePV/FJlahbs+tWCfKF6kmJZi0JUIm7YuKdCaG6U12/WayrBAeMnqVeK/iu24IQAgAghC+GFEnNSeFfVAjlyepsunmEsPnnUHxAF84Qwuey/8iJlyjc6OrBbwePt9QrpmVk60WWcyWfwszZ7YeJKn2uT5CZ3qGhWPa797vo4ey1EFoagwnfDZtsGdbouUIo/qBWWR26w2K5chJUteHdexUI4WsaN+Vu+T3TpuY0fftnL2SpPLoX8ULfJ/rn3TQUzR1jpBn5z8Fjp0QnJCzT3C9dtVHlz7laYBfC8nsVk+YuN/NrIcy+km+mrw3fpU/sus1RDoc81ZWQLy2E+w4nWvLLCdG/qQV+wa1/HsJvBo3XLYFNruRf7+s2Q2eT83A69UnfP1U5b45wVlv70CKEa0J32m9x8vM3BzZTiaOmLTKFUE5dh27DzMM7kpSidqHat1uEUCRQnW3LiNbqnWxRcYlFaxFCAACE8Dn4rd9qn6MJIXyTQihFkNc3YuSvUghTzmeq7XTqN7r5a+nKNF3YNfmi72g1qoSqtdPnav3mKDObHsxG1yUqxCRV+oOaGlMI/9Shhzl3uULKbSqz/EaaKYTrmsbU1S3KNAEbtqlFLzfCE0LYnEg+l66Ods+BBPlzS9R+9Wd4ZKzKoFshbttzUP7cFRuv/kw6neZ6y1Pm+/qu2yIe6EIId+w9bFlLC6HZrbFBzAL1mwLdNFTFufRLapHu6PjSQjjb28H4Mbryc0PEntYvhOr1Tf+fZsljyzJgmPyEuw6Z6Gyt978Zon6DdiF0a9I8VV+nEs0eg/p9k77mlRDqIZHtg133GD7FLoSjZy5Rf1q6N8vvRaXrGkiEEAAAIXw+p86mW6bmQwjfvBC+MX41QlhaVq62I+UhF9nuV1YVFZdIqKEXvFaHuuioqd/Z3yi6bZ4rs7uRMG3hSpVuGVdWfjUOhfDjHiPs+9ITt+jz8FwhnL7QX3eb1I20Veiyb9T+owjhawrd90+0R/48ez5T/TnHO7CxWalfsEpJTc82Kwwt1XTKrES3jienivtZBgVxJoTLg8KdCaGYp5k+u2mg2idtWZ9dJSUts0WEsK6uboyjqSYOHjulMkTHHWsTQmgOB9Xzx6ny/NJDwpxOzTC9sZ/bzGWBm2Ljk64W3NDflF0Ie4+YZv+lDJ88Xyd+2f9nh0K4c99hyyHpnKoO0CKEcit73NC6R49qpkL3b/z+Z3eEEAAAIWwWd8rKVTFUzQj/QkJ4rbDowNGTEnoLSopUourjZBdCeYCJgq5Yu3nElAVSFJZyiWXiwcdPRuTLURuRKLhxS73q3n/khGxcnqypTS+5FbLBtIwnM1jMWOQ/euaSdeGR8lDUXWUcUllVvSsmfr7v+rHuXoPHzZEHrYfXmj1xCS6a20kRP/lcesDG7WKAsmLM4eMqs2shlCe9FKrcl64W0xg2yVMK9P7BEVeaetqYVD+oqaqqVqH7HSGELpBLQg3rIuFifFf3pQEqT+j2veaf59IdDEw6aV7jVNRqLJDnCqFlkonuQyc7FMLO34+170vKbSrzhDnLmimEI6cufG651vJGBiFswZAfctPHrB7n4VNx/4nIFZeUPtOstOG2IFIhGeQ+oy7UqQv8LNM5PDMQZV2dbERuL9qmHArhrCUBry6EZ5om1HlFIZSP5vAU6VFV1TwZrXnaibc+6CZhtgLVfQv1g0CNNfXfzoMsMx7JEyf1YrZDIZRfh/2XYk5Xq1s0WIQweKv1F/de50Eqp9wq7UKobmguGGXUVSKEAAAIoasi9aCxs/U0SjHxSS8khKbs2WOJ/wa7EErRx17yk0Lz3oOJzkqHUsCV0pLZesesAxEpNR/AOv7esa/DKqC6+nrROWfzxUspYe2zMwEo8q4VqnECzBB/Ful1JoTySad4+jrrxdHXbYY5vcFjJqZ/KfQrcPWy3CF6AAZVXaNbXcrVbs+se9KqonxLCeE/Ow2w70tK85aDf64QyqWrVpHiqXwjDkOPVIkQvo4oKm4cGSh0e2NtodxnHBqXrk6Uu4eZYdqClWrsGeF4cupi/xBRR7VoVdMoRw6F0NL4s8WF0BzJRkX4rlhnQihM9vS1n5+Ek2fVUj11YesUwqBNu9RxqtaYltDPI9WT8GTKBXVLl7Xk4peHy5Nm5Ft2t6wQ7j6QYDmML/o25hzn4W0XQu81T3qoyu+9549T5VPY418NkxghhAAACOFzCNi4XT0e/tC+uxRtdQn1NQnhR9/9aJmQ14yLl644LB3Kc/ez3m5mTi2E0XHH/uJE7dTIkLqTj0Ie3nqMfhfht36rudbp1AxdE2XXTvPYtBCKUrr4pNr6zKnDEMKXQApqalP/+Wqgw9pdPQrLnzr0UPOAHUo8bRnET1Nxv1JdTu9/M8Ryrl5RCCXs1cI+azapRfoqfa4Qhu2IUavsP3LCsjW5lrJyrkpUVVUjhK8vtIPpSQUszUHDdzXW0KpZBB7bBl/RQ1Zm5eSNfbbV5drwyDcvhNpsr9+8Zckcc+i4CyGUD2Ifd+fmrRK11Bz1tBUKoR4mSm7a9qX6i5Dbu/yE1f/9gyPMPBsioltWCDMv5znrQ6iaoVqEUH8Ec3jwZgZCCACAEDZyJi1D118Fb91tVlk0UwhlC4tWhkiYvjRwjIdKVCOk2aXxnY59BoyeNWySpxR8zXSzqGGWDjvY5thVQnj9ZrFZ0ScSJY922a/lje+JlPN6s3vinnkFK/kPHz+dm18okiCr63Rz2rf6+keWusGuQyZ6Ll8rR/iebaInLYSXruTrxD+2/y5sxz7xgdT0S3Ke9VzqT6Y92LgdIXxF5HrTQzVYB5EvKVWDxJj7Krt7T0maXDyqo+DT9yNN47JMXeDX4kI42fOZiT1FX9X18/t2XfTkgc8VQjnPqoVbP7eZZj32w4d1nRumLZH8qh0jQviaQquCfvVjaQ4623uN5aOZczNI7D7Q2KjSPtLM8aZGDW9SCJcHbdaHOmPxqqeZDbtzKIT512/Kt2ZufF3T2EvV1Q8sp6W1CeFXA8boT2FpMCJrZefmP25oFis/T/0otLTAVDMKtqAQPjaGL27OKKO6/nCOT6C5lveaMHlsyS1I1WQihAAACKFTpFiszWTElMZByV5UCDXNHFRGzfqtH35SfDer18xysL10KGXilcFb45POyEGqPodDJzx9xIqh6cnchLk+QXrRoLGzdbpqeKNCyu5mkVpXJanQJaHI2CPmuALqrbAubFlaq2oh1DU59tKzCKp5DAjhKyJKpqZ9V2O3LA0IlSvkXHqWfEw9NXP7rkMrjXozXTHeofvw5HPpYlN3ysoDwxoHixenKiouaXEhVJ9XHFUu1PSsHD0A4MipC/XqzZmYXkrkasVJ81bIVSrXcFbOVX08ZnkdIXwdIZ5j3jeuFty059F1g4+behuaS4OaagjFmkQv1VIxMd2B8HHDhHhjPbzfjBBOX+ivmxnL0sX+G8a6P9HasxeedrJ1KITC5byCRX4hoo6yEdmg3o58llY+D6GY3ummU5GWkd3/p1mihZJfRPHQsWSVLv9RXQPUn7HxSeoVqqxrjuP6h/bdW0oIrxbcUL0WZReL/UNUYtT+o87mIVRzId69V6FMUp5Q8h/VBf1gwilqCAEAEEJXyDNMP5+krKzb2r0BITTr64QFTX2i1COwrr7eYelQntaWeg89Kbnq/WgZ01+KU2ZRQI8HIEUWKfersIwPmZp+ydzjpSv5Kt2sbxw2ydPywUVN5bDtQqhbA6qWq7qE8bihI4roigo1LIGuRvDwWqPCPzgCIXwhJzTrXS3xr04D1Lt8jRSY9ByAygDNi1B3/WpBIXz3i/6qnKdqJvXuJF0PCdhMIZRLznx3YDaZ/qy3m6WOFCF8HSESqA/7wJET9gzHjd7LcmOxLJ3s6Wv2Hxbf0wPMmP0/K6uqvVeHvQEhlIhPOmP5gajHhJ6jwqEQ6sE2H9Q8M4LXjaLiGYv8W//E9B/3GGEZvst8jojVq9+jWJb+pMUlpcdPp6lxzjTik/IEfHUhVO8R5CEoG9S9CWprH+r+83YhlMeTPmZ5ZuVfb7wyq6qqv+z/M0IIAIAQumJt07ga8rw0R+x83UIou7OM17L3YKL5lNIzQVlKh6oBj8n26ENPPW3iPMu42xLmUzmgaagGh258o+j2vkOJqsWdXQjN1rCxjoYhMecv1kJ49ESKfeQ696WrI2OPWAoTb55fnxCqstTgcXPss6eMmLLAMniPLnkv9g+xDDAo5b9TZ9MdnqtXFMIO3YfLNWwpookiXm6aJbz5Qvi4oXr/h/FzLZ/UbdoiSwtYhPA1xYGjJ/Vhrwzeas8Q3DDciN27dCz0XW+/D8iteI5P4Gnj5YVqa/oGhFAc9cSZ8xY1Ct8Vq7s7OhTC6Qv90y5aZ3XPuJTrcLCZ1jnthFzJ5huZp5/icp7ZelO8yxwV9skJybwsv0H9BvObQeNfXQjlJmNpkCzfgjlfhV0IVetxS/fp0rJyc3cIIQAAQugAkS79mJyxyF/MR4cUEcwuFirRMl3vqwihlIAtK+ZcLTCfUnr+CbN02Lmps4fJfKNq8bnhufwZ8cjNL5SCjhSgv+g7+u2PejpcRQlhWXmFmWgpvlvcwBTC+vpH8vB2djyf9BzpvSZMivUIYct+NDlINTWIz5pN+4+ckDK3fcBYk3sVlSdTLqwLj5SimAibLt5pyivuXy24IWGpoJYCnErX4qe4eatEpesGzFoIHze8+xfhlN3JjyIjO9e+u4LCIlnXnEIj//pNSbHPyyKfS/YVl3BSPmxkbLzDKxMhfE0hwiOXrgpLc1AVE+Ys0xnEoBxuZKy7l++6LRF74qJijwSF7Zy3LKhx4/NWiBVExx0L3R4t/5cUWaQ2pRuR6pAbuFpk6bAnR6XS5/gEWVaZtSRALZoy36ptC3zXi8ruPnA0MHSn2vWkuctVZj3jhSmEKkVNHRR98Ni6zVH2iTFa/zyEb33QbZyHd9CmXYePn5aQy37UtEVmuw89A8SKtZv3xCWooXTUliVn1P6jwVt3/7PTAMkgzxSJfxpje8r/VaLZ4fydjn1Uoq7q10KoflwbIqJlR3N8AuVJYXmFpFa0dA587+vBcsnJk3db9EH5Olx0HUQIAQAQwqc69ELDkenOEq8uhPaucVLefa4Q2htqPnY5w5I95Hmv1qp+UPPTjCX2iadUu1O7EFrOlUM3XugX7GzaiU07Yz7uMcLZUYkqmL10EMJfJaYQti0QQsIediFszfFCE9P/gmEK4ZsJhBAAACFsY0JoGZ7RrmHdhk5aFbLNRehJpdye1cg+o6avWLs5Ou7Y5dxrxSWldiGsqa01XxWnZ+XYj0RPZe5wYvrHDbWgchKGTZxnnyHj3c/7VTXNSIYQIoQIIUKIECKECCEAACCEzRJCsw/h4HFzmvPBbz2rfHrwd0VhUbHDPoR6LBAJPU2zybeDx7sWQs3Dh3XJ59L1XOoq1JTHCCFCiBAihAghQogQAgDAmxDCyqrqvQcTHYY5NuYnPUeqRHO++OYI4crgrW9ACNOzcszZ4e2DK8bEJ01f6K9CjTIal3DSHN3R0rvsSFKKQyGUwqjZr9Kc3ELIzs13OO3E0AnzOvYapcIyIk5t7cN3Oj6diiA67phK37nv8MZt0SossooQIoQIIYEQIoQIIQAAQvjaeelRRj/r42bO234595rolhpv4zUJoTBk/BxzMMnyivsqXZzt0LFkNTeUxH87D6qpfTIqujkvkxQUzGFC5FD7uc00j0QPPXcmLcNMl/KQHgukuKTU/OCmELovDdCJc32CzMO+fadMTWZlmfCQeQh/laSmX0o5n2kZjBQhRAjbaIz18F4eFK4CIWypmOLp67509YDRsxBCAABow0I4cupC+yNnif+G1yqE1wqL9Izkqj/eoLGzf5qxxBzkTWJd00Deol5munzAyNgjCSfPrgndKf+3HLw5G0efUdOf6fj3RX/xT3mgmnu3CGF80hkzXc7PnriE46fTwnbsM4eZkf/rvSCEgBAihMRvUAjffCCEAAAIYcsL4aadMW9eCIXdBxL++klvF4+9WUsCdNNQ+c84D29nOd/+uNcf23+n/zySlKL3UlBYJEfucK13OvYxZdjsQ7g8KNz1I/kfn/XLuJyHEAJCiBASCCFCCAAAbVsIBa/VoZZRNN+AED5uGAzGMkyLive/GbI2PNLSUbCqqnr0zCX2zGpSb7OecFngJnPFexWV9qnA/9t5kBhdYNhOZ4PKhO+K/ay3m313v2/XZdDY2ZYxSx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"></p>
<p>In the first example, there are two chains being run on one thread. By splitting this up into two threads (<code>cores=2</code>, e.g.) in the second example, the sampling portion of the model takes about half as long. In the third example, we get the same number of post-warmup samples by runnign four chains on four threads, but cutting the number of post-warmup iterations in half. (Note that in practice, you almost always want at least 4 chains, which helps with effective sample size and accurate values of $\hat{R}$.)</p>
<p>In the function call above, we split the 4000 post-warmup sample across 8 chains in 8 threads, each of which had 1000 warmup iterations and 1500-1000=500 post-warmup iterations.</p>
<p>You can tell how many cores your computer has with the <code>parallel::detectCores()</code> function.</p>

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<p>The summary of <code>fit_2</code> now includes a standard deviation for each second-level random effect, and a the correlation between each pair of them. This means it takes a lot more space to print out.</p>

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<div class=" highlight hl-r"><pre><span></span><span class="kp">summary</span><span class="p">(</span>fit_2<span class="p">)</span>
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<pre> Family: gaussian 
  Links: mu = identity; sigma = identity 
Formula: student_reading_score ~ student_age_s + student_re_black + student_female + (1 + student_age_s + student_re_black + student_female | teacher_id) 
   Data: d (Number of observations: 383) 
Samples: 8 chains, each with iter = 1500; warmup = 1000; thin = 1;
         total post-warmup samples = 4000

Group-Level Effects: 
~teacher_id (Number of levels: 19) 
                                             Estimate Est.Error l-95% CI
sd(Intercept)                                   24.16      5.66    14.86
sd(student_age_s)                                2.79      2.26     0.09
sd(student_re_blackTRUE)                        14.86     11.12     0.70
sd(student_femaleTRUE)                           6.72      5.24     0.23
cor(Intercept,student_age_s)                     0.01      0.37    -0.68
cor(Intercept,student_re_blackTRUE)              0.05      0.35    -0.62
cor(student_age_s,student_re_blackTRUE)          0.02      0.38    -0.70
cor(Intercept,student_femaleTRUE)               -0.02      0.37    -0.71
cor(student_age_s,student_femaleTRUE)            0.04      0.38    -0.68
cor(student_re_blackTRUE,student_femaleTRUE)     0.04      0.37    -0.69
                                             u-95% CI Eff.Sample Rhat
sd(Intercept)                                   37.34       1371 1.01
sd(student_age_s)                                8.35       3723 1.00
sd(student_re_blackTRUE)                        42.38       1562 1.00
sd(student_femaleTRUE)                          19.44       1724 1.00
cor(Intercept,student_age_s)                     0.71       6076 1.00
cor(Intercept,student_re_blackTRUE)              0.70       4926 1.00
cor(student_age_s,student_re_blackTRUE)          0.72       3034 1.00
cor(Intercept,student_femaleTRUE)                0.68       5127 1.00
cor(student_age_s,student_femaleTRUE)            0.71       3308 1.00
cor(student_re_blackTRUE,student_femaleTRUE)     0.73       3409 1.00

Population-Level Effects: 
                     Estimate Est.Error l-95% CI u-95% CI Eff.Sample Rhat
Intercept              533.48      6.97   519.93   547.36       1356 1.00
student_age_s           -8.17      2.83   -13.95    -2.59       5245 1.00
student_re_blackTRUE   -26.20     10.51   -46.13    -5.17       3079 1.00
student_femaleTRUE      10.31      5.50    -0.22    21.08       4948 1.00

Family Specific Parameters: 
      Estimate Est.Error l-95% CI u-95% CI Eff.Sample Rhat
sigma    48.81      1.90    45.27    52.58       5038 1.00

Samples were drawn using sampling(NUTS). For each parameter, Eff.Sample 
is a crude measure of effective sample size, and Rhat is the potential 
scale reduction factor on split chains (at convergence, Rhat = 1).</pre>
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<p>We can see that it really doesn't look like there is much correlation between the random effects. We can try estimating the model with them independent by using two pipe characters (<code>||</code>) in the random effects specification (and leaving off the correlation prior):</p>

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<div class=" highlight hl-r"><pre><span></span>m_2_nocor <span class="o">&lt;-</span> student_reading_score <span class="o">~</span> 
    student_age_s <span class="o">+</span> student_re_black <span class="o">+</span> student_female <span class="o">+</span>
    <span class="p">(</span><span class="m">1</span> <span class="o">+</span> student_age_s <span class="o">+</span> student_re_black <span class="o">+</span> student_female <span class="o">||</span> teacher_id<span class="p">)</span>

fit_2_nocor <span class="o">&lt;-</span> brm<span class="p">(</span>
    formula<span class="o">=</span>m_2<span class="p">,</span>
    data<span class="o">=</span>d<span class="p">,</span>
    prior<span class="o">=</span><span class="kt">c</span><span class="p">(</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(500,100)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&quot;Intercept&quot;</span><span class="p">),</span> <span class="c1"># gamma_00</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(0,100)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;b&#39;</span><span class="p">),</span> <span class="c1"># default prior for coefficients</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;b&#39;</span><span class="p">,</span>coef<span class="o">=</span><span class="s">&#39;student_age_s&#39;</span><span class="p">),</span> <span class="c1"># exception for `student_age_s`</span>
        set_prior<span class="p">(</span><span class="s">&quot;cauchy(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;sigma&#39;</span><span class="p">),</span> <span class="c1"># sigma</span>
        set_prior<span class="p">(</span><span class="s">&quot;cauchy(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;sd&#39;</span><span class="p">)</span> <span class="c1"># phi_0, phi_1, phi_2, phi_3,</span>
    <span class="p">),</span>
    chains<span class="o">=</span><span class="m">8</span><span class="p">,</span>iter<span class="o">=</span><span class="m">1500</span><span class="p">,</span>warmup<span class="o">=</span><span class="m">1000</span><span class="p">,</span>cores<span class="o">=</span><span class="m">8</span><span class="p">,</span>
    control<span class="o">=</span><span class="kt">list</span><span class="p">(</span>adapt_delta<span class="o">=</span><span class="m">.99</span><span class="p">)</span>
<span class="p">)</span>
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<pre>Warning message:
“Rows containing NAs were excluded from the model.”Compiling the C++ model
Start sampling
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<p>Comparing the information criteria and fixed-effects estimates, we see that they are almost identical in terms of fit.</p>

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<div class=" highlight hl-r"><pre><span></span>waic<span class="p">(</span>fit_2<span class="p">,</span>fit_2_nocor<span class="p">)</span>
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<pre>Warning message:
“Passing multiple brmsfit objects to &#39;loo&#39; and related methods is deprecated. Please see ?loo.brmsfit for the recommended workflow.”Warning message:
“4 (1.0%) p_waic estimates greater than 0.4. We recommend trying loo instead.”Warning message:
“4 (1.0%) p_waic estimates greater than 0.4. We recommend trying loo instead.”</pre>
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<pre>Output of model &#39;fit_2&#39;:

Computed from 4000 by 383 log-likelihood matrix

          Estimate   SE
elpd_waic  -2044.5 13.0
p_waic        23.0  1.6
waic        4089.0 26.1

Output of model &#39;fit_2_nocor&#39;:

Computed from 4000 by 383 log-likelihood matrix

          Estimate   SE
elpd_waic  -2044.5 13.0
p_waic        22.9  1.6
waic        4089.0 26.0

Model comparisons:
            elpd_diff se_diff
fit_2       0.0       0.0    
fit_2_nocor 0.0       0.1    </pre>
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<div class=" highlight hl-r"><pre><span></span>fixef<span class="p">(</span>fit_2<span class="p">)</span>
fixef<span class="p">(</span>fit_2_nocor<span class="p">)</span>
fixef<span class="p">(</span>fit_1<span class="p">)</span>
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<table>
<thead><tr><th></th><th scope=col>Estimate</th><th scope=col>Est.Error</th><th scope=col>Q2.5</th><th scope=col>Q97.5</th></tr></thead>
<tbody>
	<tr><th scope=row>Intercept</th><td>533.482992 </td><td> 6.973929  </td><td>519.9284268</td><td>547.359510 </td></tr>
	<tr><th scope=row>student_age_s</th><td> -8.172586 </td><td> 2.830629  </td><td>-13.9480164</td><td> -2.592884 </td></tr>
	<tr><th scope=row>student_re_blackTRUE</th><td>-26.196491 </td><td>10.510875  </td><td>-46.1280272</td><td> -5.167766 </td></tr>
	<tr><th scope=row>student_femaleTRUE</th><td> 10.312279 </td><td> 5.496068  </td><td> -0.2158166</td><td> 21.076379 </td></tr>
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<thead><tr><th></th><th scope=col>Estimate</th><th scope=col>Est.Error</th><th scope=col>Q2.5</th><th scope=col>Q97.5</th></tr></thead>
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	<tr><th scope=row>Intercept</th><td>533.375036 </td><td> 7.219270  </td><td>518.6441407</td><td>547.378858 </td></tr>
	<tr><th scope=row>student_age_s</th><td> -8.273041 </td><td> 2.874789  </td><td>-13.8437970</td><td> -2.708610 </td></tr>
	<tr><th scope=row>student_re_blackTRUE</th><td>-26.480723 </td><td>10.313378  </td><td>-46.6499776</td><td> -5.749221 </td></tr>
	<tr><th scope=row>student_femaleTRUE</th><td> 10.368927 </td><td> 5.593662  </td><td> -0.4089267</td><td> 21.754916 </td></tr>
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<thead><tr><th></th><th scope=col>Estimate</th><th scope=col>Est.Error</th><th scope=col>Q2.5</th><th scope=col>Q97.5</th></tr></thead>
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	<tr><th scope=row>Intercept</th><td>532.590016 </td><td>7.005658   </td><td>518.4877897</td><td>545.936641 </td></tr>
	<tr><th scope=row>student_age_s</th><td> -8.188375 </td><td>2.635821   </td><td>-13.2529811</td><td> -3.206184 </td></tr>
	<tr><th scope=row>student_re_blackTRUE</th><td>-26.410656 </td><td>8.982730   </td><td>-43.6883668</td><td> -8.879013 </td></tr>
	<tr><th scope=row>student_femaleTRUE</th><td> 10.591353 </td><td>4.960543   </td><td>  0.8510038</td><td> 20.134338 </td></tr>
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<h2 id="Group-level-predictors">Group-level predictors<a class="anchor-link" href="#Group-level-predictors">&#182;</a></h2><p>For the sake of completenesss, let's estimate the full model from lecture, including group-level predictors (leaving off the priors for brevity).</p>
<p>$$\begin{align}
S_{ik} &amp;\sim  \mathrm{Norm}(\mu_{ik},\sigma)\\
\mu_{ik} &amp;= \beta_{0k} + \beta_{1k}Age_i + \beta_{2k}Female_i + \beta_{3k}Black_i\\
\\
\beta_{0k} &amp;= \gamma_{00} + \gamma_{01}Size_k + \gamma_{02}Exp_i + \gamma_{03}TeacherFemale_k+\\
&amp;\phantom{{}={}}\gamma_{04}TeacherBlack_k+\gamma_{05}PropBlack_k+\eta_{0k}\\
\beta_{1k} &amp;= \gamma_{10} + \gamma_{11}Size_k + \eta_{1k}\\
\beta_{2k} &amp;= \gamma_{20} + \gamma_{21}TeacherFemale_k + \eta_{2k}\\
\beta_{3k} &amp;= \gamma_{30} + \gamma_{31}TeacherBlack_k + \gamma_{32}PropBlack_k+\eta_{3k}
\end{align}
$$</p>

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<div class=" highlight hl-r"><pre><span></span><span class="c1"># get class sizes and teacher experience without repeats</span>
class_data <span class="o">&lt;-</span> na.omit<span class="p">(</span><span class="kp">unique</span><span class="p">(</span>d<span class="p">[</span><span class="kt">c</span><span class="p">(</span><span class="s">&#39;teacher_id&#39;</span><span class="p">,</span><span class="s">&#39;class_size&#39;</span><span class="p">,</span><span class="s">&#39;teacher_exper&#39;</span><span class="p">)]))</span>
<span class="c1"># center class size and teacher experience</span>
d<span class="o">$</span>class_size_c <span class="o">&lt;-</span> d<span class="o">$</span>class_size<span class="o">-</span><span class="kp">mean</span><span class="p">(</span>class_data<span class="o">$</span>class_size<span class="p">)</span>
d<span class="o">$</span>teacher_exp_c <span class="o">&lt;-</span> d<span class="o">$</span>teacher_exper<span class="o">-</span><span class="kp">mean</span><span class="p">(</span>class_data<span class="o">$</span>teacher_exp<span class="p">)</span>
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<div class=" highlight hl-r"><pre><span></span>m_3 <span class="o">&lt;-</span> student_reading_score <span class="o">~</span> 
    student_age_s<span class="o">*</span>class_size_c <span class="o">+</span> teacher_exp_c <span class="o">+</span>
    student_female<span class="o">*</span>teacher_female <span class="o">+</span>
    student_re_black<span class="o">*</span>teacher_re_black <span class="o">+</span> student_re_black<span class="o">*</span>class_prop_black <span class="o">+</span>
    <span class="p">(</span><span class="m">1</span> <span class="o">+</span> 
        student_age_s <span class="o">+</span> 
        student_female <span class="o">+</span>
        student_re_black
        <span class="o">|</span>teacher_id<span class="p">)</span>

t0 <span class="o">&lt;-</span> <span class="kp">Sys.time</span><span class="p">()</span> <span class="c1"># time the execution</span>
fit_3 <span class="o">&lt;-</span> brm<span class="p">(</span>
    formula<span class="o">=</span>m_3<span class="p">,</span>
    data<span class="o">=</span>d<span class="p">,</span>
    prior<span class="o">=</span><span class="kt">c</span><span class="p">(</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(500,100)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&quot;Intercept&quot;</span><span class="p">),</span> <span class="c1"># gamma_00</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(0,100)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;b&#39;</span><span class="p">),</span> <span class="c1"># default prior for coefficients</span>
        set_prior<span class="p">(</span><span class="s">&quot;normal(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;b&#39;</span><span class="p">,</span>coef<span class="o">=</span><span class="s">&#39;student_age_s&#39;</span><span class="p">),</span> <span class="c1"># exception for `student_age_s`</span>
        set_prior<span class="p">(</span><span class="s">&quot;cauchy(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;sigma&#39;</span><span class="p">),</span> <span class="c1"># sigma</span>
        set_prior<span class="p">(</span><span class="s">&quot;cauchy(0,50)&quot;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;sd&#39;</span><span class="p">),</span> <span class="c1"># phi_0, phi_1, phi_2, phi_3,</span>
        set_prior<span class="p">(</span><span class="s">&#39;lkj(2)&#39;</span><span class="p">,</span>class<span class="o">=</span><span class="s">&#39;cor&#39;</span><span class="p">)</span> <span class="c1"># R (this can have class=&#39;L&#39;)</span>
    <span class="p">),</span>
    chains<span class="o">=</span><span class="m">8</span><span class="p">,</span>iter<span class="o">=</span><span class="m">1500</span><span class="p">,</span>warmup<span class="o">=</span><span class="m">1000</span><span class="p">,</span>cores<span class="o">=</span><span class="m">8</span><span class="p">,</span>
    control<span class="o">=</span><span class="kt">list</span><span class="p">(</span>adapt_delta<span class="o">=</span><span class="m">.99</span><span class="p">)</span>
<span class="p">)</span>
t1 <span class="o">&lt;-</span> <span class="kp">Sys.time</span><span class="p">()</span>
t1<span class="o">-</span>t0
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<pre>Warning message:
“Rows containing NAs were excluded from the model.”Compiling the C++ model
Start sampling
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<pre>Time difference of 1.481796 mins</pre>
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<pre> Family: gaussian 
  Links: mu = identity; sigma = identity 
Formula: student_reading_score ~ student_age_s * class_size_c + teacher_exp_c + student_female * teacher_female + student_re_black * teacher_re_black + student_re_black * class_prop_black + (1 + student_age_s + student_female + student_re_black | teacher_id) 
   Data: d (Number of observations: 383) 
Samples: 8 chains, each with iter = 1500; warmup = 1000; thin = 1;
         total post-warmup samples = 4000

Group-Level Effects: 
~teacher_id (Number of levels: 19) 
                                             Estimate Est.Error l-95% CI
sd(Intercept)                                   24.92      6.18    14.90
sd(student_age_s)                                3.00      2.35     0.15
sd(student_femaleTRUE)                           6.70      5.11     0.26
sd(student_re_blackTRUE)                        12.50     10.41     0.36
cor(Intercept,student_age_s)                    -0.02      0.38    -0.72
cor(Intercept,student_femaleTRUE)               -0.05      0.36    -0.69
cor(student_age_s,student_femaleTRUE)            0.05      0.38    -0.68
cor(Intercept,student_re_blackTRUE)             -0.06      0.38    -0.74
cor(student_age_s,student_re_blackTRUE)          0.01      0.38    -0.71
cor(student_femaleTRUE,student_re_blackTRUE)     0.04      0.39    -0.70
                                             u-95% CI Eff.Sample Rhat
sd(Intercept)                                   39.03       1741 1.00
sd(student_age_s)                                8.86       3167 1.00
sd(student_femaleTRUE)                          19.17       2273 1.00
sd(student_re_blackTRUE)                        37.17       2069 1.01
cor(Intercept,student_age_s)                     0.69       5539 1.00
cor(Intercept,student_femaleTRUE)                0.66       5817 1.00
cor(student_age_s,student_femaleTRUE)            0.73       3575 1.00
cor(Intercept,student_re_blackTRUE)              0.68       5194 1.00
cor(student_age_s,student_re_blackTRUE)          0.71       3358 1.00
cor(student_femaleTRUE,student_re_blackTRUE)     0.75       3201 1.00

Population-Level Effects: 
                                          Estimate Est.Error l-95% CI u-95% CI
Intercept                                   537.53     98.49   346.21   732.94
student_age_s                                -8.06      2.94   -13.76    -2.15
class_size_c                                 -1.18      1.83    -4.70     2.43
teacher_exp_c                                 0.20      1.13    -2.00     2.43
student_femaleTRUE                            5.48     73.45  -139.65   151.63
teacher_femaleTRUE                           -0.04     98.07  -192.73   193.61
student_re_blackTRUE                         -9.63     16.92   -44.00    23.05
teacher_re_blackTRUE                          1.36    102.15  -190.99   200.08
class_prop_black                            -20.83     34.13   -87.62    45.58
student_age_s:class_size_c                   -0.24      0.95    -2.06     1.67
student_femaleTRUE:teacher_femaleTRUE         4.87     73.37  -142.35   150.70
student_re_blackTRUE:teacher_re_blackTRUE     0.87     98.48  -196.58   190.87
student_re_blackTRUE:class_prop_black       -29.00     42.46  -112.82    53.98
                                          Eff.Sample Rhat
Intercept                                       6652 1.00
student_age_s                                   5492 1.00
class_size_c                                    1702 1.00
teacher_exp_c                                   1922 1.00
student_femaleTRUE                              3102 1.00
teacher_femaleTRUE                              6806 1.00
student_re_blackTRUE                            2684 1.00
teacher_re_blackTRUE                            6046 1.00
class_prop_black                                2048 1.00
student_age_s:class_size_c                      6702 1.00
student_femaleTRUE:teacher_femaleTRUE           3118 1.00
student_re_blackTRUE:teacher_re_blackTRUE       5985 1.00
student_re_blackTRUE:class_prop_black           2051 1.00

Family Specific Parameters: 
      Estimate Est.Error l-95% CI u-95% CI Eff.Sample Rhat
sigma    48.87      1.86    45.48    52.73       5082 1.00

Samples were drawn using sampling(NUTS). For each parameter, Eff.Sample 
is a crude measure of effective sample size, and Rhat is the potential 
scale reduction factor on split chains (at convergence, Rhat = 1).</pre>
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<table>
<thead><tr><th></th><th scope=col>Estimate</th><th scope=col>Est.Error</th><th scope=col>Q2.5</th><th scope=col>Q97.5</th></tr></thead>
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	<tr><th scope=row>Intercept</th><td>537.52525684</td><td> 98.4852449 </td><td> 346.205342 </td><td>732.941519  </td></tr>
	<tr><th scope=row>student_age_s</th><td> -8.06156279</td><td>  2.9399065 </td><td> -13.759624 </td><td> -2.154419  </td></tr>
	<tr><th scope=row>class_size_c</th><td> -1.17798258</td><td>  1.8279162 </td><td>  -4.696050 </td><td>  2.429233  </td></tr>
	<tr><th scope=row>teacher_exp_c</th><td>  0.19685626</td><td>  1.1318024 </td><td>  -2.002991 </td><td>  2.425566  </td></tr>
	<tr><th scope=row>student_femaleTRUE</th><td>  5.48384218</td><td> 73.4498294 </td><td>-139.650723 </td><td>151.634963  </td></tr>
	<tr><th scope=row>teacher_femaleTRUE</th><td> -0.04434407</td><td> 98.0718980 </td><td>-192.727369 </td><td>193.607459  </td></tr>
	<tr><th scope=row>student_re_blackTRUE</th><td> -9.62893800</td><td> 16.9203574 </td><td> -43.998734 </td><td> 23.047728  </td></tr>
	<tr><th scope=row>teacher_re_blackTRUE</th><td>  1.36139324</td><td>102.1520358 </td><td>-190.992810 </td><td>200.082941  </td></tr>
	<tr><th scope=row>class_prop_black</th><td>-20.82632492</td><td> 34.1257900 </td><td> -87.619427 </td><td> 45.575143  </td></tr>
	<tr><th scope=row>student_age_s:class_size_c</th><td> -0.23990529</td><td>  0.9532152 </td><td>  -2.058264 </td><td>  1.673683  </td></tr>
	<tr><th scope=row>student_femaleTRUE:teacher_femaleTRUE</th><td>  4.86870784</td><td> 73.3706960 </td><td>-142.346084 </td><td>150.700376  </td></tr>
	<tr><th scope=row>student_re_blackTRUE:teacher_re_blackTRUE</th><td>  0.87344692</td><td> 98.4753287 </td><td>-196.576437 </td><td>190.865758  </td></tr>
	<tr><th scope=row>student_re_blackTRUE:class_prop_black</th><td>-28.99746169</td><td> 42.4614326 </td><td>-112.817444 </td><td> 53.979442  </td></tr>
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