slide_deck_template.slides.html


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<title>slide_deck_template slides</title>

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<style type="text/css">
    /*!
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/*!
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/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
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  -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 {
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}
audio,
canvas,
progress,
video {
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}
audio:not([controls]) {
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}
[hidden],
template {
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a {
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a:active,
a:hover {
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abbr[title] {
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strong {
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dfn {
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h1 {
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mark {
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small {
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sub,
sup {
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sup {
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sub {
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button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
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button[disabled],
html input[disabled] {
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button::-moz-focus-inner,
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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 {
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legend {
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textarea {
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optgroup {
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}
table {
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}
td,
th {
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}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
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  a,
  a:visited {
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@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
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  top: 1px;
  display: inline-block;
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}
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}
.glyphicon-heart: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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}
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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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}
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}
.glyphicon-exclamation-sign: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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}
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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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}
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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-floppy-save:before {
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.glyphicon-floppy-open:before {
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}
.glyphicon-credit-card:before {
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}
.glyphicon-transfer:before {
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}
.glyphicon-cutlery:before {
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}
.glyphicon-header:before {
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}
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}
.glyphicon-earphone:before {
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}
.glyphicon-phone-alt:before {
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.glyphicon-tower:before {
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.glyphicon-stats:before {
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}
.glyphicon-sd-video:before {
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}
.glyphicon-hd-video:before {
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}
.glyphicon-subtitles:before {
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}
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}
.glyphicon-sound-dolby:before {
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}
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}
.glyphicon-sound-6-1:before {
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}
.glyphicon-sound-7-1:before {
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}
.glyphicon-copyright-mark:before {
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}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
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}
.glyphicon-cd:before {
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}
.glyphicon-save-file:before {
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}
.glyphicon-open-file:before {
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}
.glyphicon-level-up:before {
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}
.glyphicon-copy:before {
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}
.glyphicon-paste:before {
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}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
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}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
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}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
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}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

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

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

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

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

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<h2 id="Trip-duration-distribution">Trip duration distribution<a class="anchor-link" href="#Trip-duration-distribution">&#182;</a></h2><p>Studying the distribution of trip duration using hist graph.
We can interpret from the above plot that majority of riders have a tendency towards using the bikes for a short time durational trips (around 600 seconds)</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">log_binsize</span> <span class="o">=</span> <span class="mf">0.05</span>
<span class="n">bins</span> <span class="o">=</span> <span class="mi">10</span> <span class="o">**</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mf">2.4</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">log10</span><span class="p">(</span><span class="n">bikes</span><span class="p">[</span><span class="s1">&#39;duration_sec&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">max</span><span class="p">())</span><span class="o">+</span><span class="n">log_binsize</span><span class="p">,</span> <span class="n">log_binsize</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">bikes</span> <span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="s2">&quot;duration_sec&quot;</span><span class="p">,</span> <span class="n">bins</span> <span class="o">=</span> <span class="n">bins</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xscale</span><span class="p">(</span><span class="s1">&#39;log&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">([</span><span class="mi">500</span><span class="p">,</span> <span class="mf">1e3</span><span class="p">,</span> <span class="mf">2e3</span><span class="p">,</span> <span class="mf">5e3</span><span class="p">,</span> <span class="mf">1e4</span><span class="p">],</span> <span class="p">[</span><span class="mi">500</span><span class="p">,</span> <span class="s1">&#39;1k&#39;</span><span class="p">,</span> <span class="s1">&#39;2k&#39;</span><span class="p">,</span> <span class="s1">&#39;5k&#39;</span><span class="p">,</span> <span class="s1">&#39;10k&#39;</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Distribution of Trip Durations&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Trip duration&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Number of Trips&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">10000</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">15000</span><span class="p">]);</span>
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<h1 id="User-type-count">User type count<a class="anchor-link" href="#User-type-count">&#182;</a></h1><p>I will study user_type specifically count for each type.
As shown in graph number of trips done by subscribers are more than customers, this can be a feature affects the trip duratoin.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">base_color</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">color_palette</span><span class="p">()[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">sb</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">bikes</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;user_type&#39;</span><span class="p">,</span> <span class="n">order</span> <span class="o">=</span> <span class="n">bikes</span><span class="p">[</span><span class="s1">&#39;user_type&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">.</span><span class="n">index</span> <span class="p">,</span><span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;User type count&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;User type&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Count&#39;</span><span class="p">);</span>
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<h1 id="Member-gender-count">Member gender count<a class="anchor-link" href="#Member-gender-count">&#182;</a></h1><p>From the graph we see that males have more entries other than female and other, further study to see the relationship between gender and trip duration.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sb</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">bikes</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;member_gender&#39;</span><span class="p">,</span> <span class="n">order</span> <span class="o">=</span> <span class="n">bikes</span><span class="p">[</span><span class="s1">&#39;member_gender&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">.</span><span class="n">index</span> <span class="p">,</span><span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Gender count&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Gender&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Count&#39;</span><span class="p">);</span>
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<h1 id="Exploring-number-of-rides-per-weekday.">Exploring number of rides per weekday.<a class="anchor-link" href="#Exploring-number-of-rides-per-weekday.">&#182;</a></h1><p>Thursday holds the biggest number of rides while weekend has the lowest number of rides, this can be an affecting feature toward trip duration.</p>

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<div class="prompt input_prompt">In&nbsp;[6]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">orders</span> <span class="o">=</span> <span class="p">[</span> <span class="s1">&#39;Monday&#39;</span><span class="p">,</span> <span class="s1">&#39;Tuesday&#39;</span><span class="p">,</span> <span class="s1">&#39;Wednesday&#39;</span><span class="p">,</span> <span class="s1">&#39;Thursday&#39;</span><span class="p">,</span> <span class="s1">&#39;Friday&#39;</span><span class="p">,</span> <span class="s1">&#39;Saturday&#39;</span><span class="p">,</span> <span class="s1">&#39;Sunday&#39;</span><span class="p">]</span>
<span class="n">sb</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">bikes</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;day_of_week&#39;</span><span class="p">,</span> <span class="n">order</span> <span class="o">=</span> <span class="n">orders</span><span class="p">,</span><span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Rides count per weekday&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;weekday&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Count&#39;</span><span class="p">);</span>
</pre></div>

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<h2 id="Trip-duration-vs.-User-type">Trip duration vs. User type<a class="anchor-link" href="#Trip-duration-vs.-User-type">&#182;</a></h2><p>A study between trip duration and user type.
Illustrating the relation between user type and trip duration confirming customer user type has longer trip duration than subscriber user type</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span> <span class="o">=</span> <span class="p">[</span><span class="mi">8</span><span class="p">,</span> <span class="mi">5</span><span class="p">])</span>
<span class="n">sb</span><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">bikes_copy</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;user_type&#39;</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="s1">&#39;duration_sec&#39;</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">([</span><span class="o">-</span><span class="mi">10</span><span class="p">,</span> <span class="mi">2500</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;User Type&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Duration (sec)&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<h1 id="trip-duration-vs.-weekdays.">trip duration vs. weekdays.<a class="anchor-link" href="#trip-duration-vs.-weekdays.">&#182;</a></h1><p>More detailed plot showing longest trips done over the weekend with within range of 850-900 sec with few outliers and weekdays has shorted trips around 750 sec with outliers near 1400.</p>

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<div class="prompt input_prompt">In&nbsp;[8]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span> <span class="o">=</span> <span class="p">[</span><span class="mi">8</span><span class="p">,</span> <span class="mi">5</span><span class="p">])</span>
<span class="n">base_color</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">color_palette</span><span class="p">()[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">sb</span><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">bikes_copy</span><span class="p">,</span> <span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;day_of_week&#39;</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="s1">&#39;duration_sec&#39;</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="n">orders</span><span class="p">,</span><span class="n">color</span> <span class="o">=</span> <span class="n">base_color</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">([</span><span class="o">-</span><span class="mi">10</span><span class="p">,</span> <span class="mi">2000</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Duration against weekdays&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Week days&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Duration (sec)&#39;</span><span class="p">);</span>
</pre></div>

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<h1 id="Trip-duration-by-gender-and-weekday.">Trip duration by gender and weekday.<a class="anchor-link" href="#Trip-duration-by-gender-and-weekday.">&#182;</a></h1><p>The graph can't be decipted correctly. non informative data can be aquired. next I will split into 3 graphs to have a better view of the data.
From the 3 graphs we find that member gender (other) have longer trip duration than female and male.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">order</span> <span class="o">=</span> <span class="p">[</span> <span class="s1">&#39;Monday&#39;</span><span class="p">,</span> <span class="s1">&#39;Tuesday&#39;</span><span class="p">,</span> <span class="s1">&#39;Wednesday&#39;</span><span class="p">,</span> <span class="s1">&#39;Thursday&#39;</span><span class="p">,</span> <span class="s1">&#39;Friday&#39;</span><span class="p">,</span> <span class="s1">&#39;Saturday&#39;</span><span class="p">,</span> <span class="s1">&#39;Sunday&#39;</span><span class="p">]</span>
<span class="n">bikes_copy</span><span class="p">[</span><span class="s1">&#39;day_of_week&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Categorical</span><span class="p">(</span><span class="n">bikes_copy</span><span class="p">[</span><span class="s1">&#39;day_of_week&#39;</span><span class="p">],</span> <span class="n">order</span><span class="p">)</span>
<span class="n">bikes_copy</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;day_of_week&#39;</span><span class="p">],</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">gender_markers</span> <span class="o">=</span> <span class="p">[[</span><span class="s1">&#39;Male&#39;</span><span class="p">,</span> <span class="s1">&#39;s&#39;</span><span class="p">],[</span><span class="s1">&#39;Female&#39;</span><span class="p">,</span> <span class="s1">&#39;o&#39;</span><span class="p">],[</span><span class="s1">&#39;Other&#39;</span><span class="p">,</span> <span class="s1">&#39;v&#39;</span><span class="p">]]</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span> <span class="o">=</span> <span class="p">[</span><span class="mi">8</span><span class="p">,</span> <span class="mi">5</span><span class="p">])</span>
<span class="k">for</span> <span class="n">gender</span><span class="p">,</span> <span class="n">marker</span> <span class="ow">in</span> <span class="n">gender_markers</span><span class="p">:</span>
    <span class="n">df_gender</span> <span class="o">=</span> <span class="n">bikes_copy</span><span class="p">[</span><span class="n">bikes_copy</span><span class="p">[</span><span class="s1">&#39;member_gender&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="n">gender</span><span class="p">]</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">((</span><span class="n">bikes_copy</span><span class="p">[</span><span class="s1">&#39;day_of_week&#39;</span><span class="p">]),</span> <span class="n">bikes_copy</span><span class="p">[</span><span class="s1">&#39;duration_sec&#39;</span><span class="p">],</span> <span class="n">marker</span> <span class="o">=</span> <span class="n">marker</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.25</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Male&#39;</span><span class="p">,</span><span class="s1">&#39;Female&#39;</span><span class="p">,</span><span class="s1">&#39;Other&#39;</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Weekdays&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Duration&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Trip Duration Against weekdays and Gender&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">g</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">FacetGrid</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">bikes_copy</span><span class="p">,</span> <span class="n">col</span> <span class="o">=</span> <span class="s1">&#39;member_gender&#39;</span><span class="p">,</span><span class="n">height</span><span class="o">=</span><span class="mi">4</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">,</span> <span class="s1">&#39;day_of_week&#39;</span><span class="p">,</span> <span class="s1">&#39;duration_sec&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.15</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">set_xlabels</span><span class="p">(</span><span class="s1">&#39;Trip duration&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">subplots_adjust</span><span class="p">(</span><span class="n">top</span><span class="o">=</span><span class="mf">0.8</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">fig</span><span class="o">.</span><span class="n">suptitle</span><span class="p">(</span><span class="s1">&#39;Trip duration against weekdays and member gender&#39;</span><span class="p">)</span>
<span class="p">[</span><span class="n">plt</span><span class="o">.</span><span class="n">setp</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">90</span><span class="p">)</span> <span class="k">for</span> <span class="n">ax</span> <span class="ow">in</span> <span class="n">g</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">flat</span><span class="p">]</span>
<span class="n">g</span><span class="o">.</span><span class="n">set_ylabels</span><span class="p">(</span><span class="s1">&#39;Weekdays&#39;</span><span class="p">);</span>
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<h1 id="Trip-duration-by-user-type-and-weekday.">Trip duration by user type and weekday.<a class="anchor-link" href="#Trip-duration-by-user-type-and-weekday.">&#182;</a></h1><p>The graph shows subscriber user has longer trips throuhg out the week, customers has shorter trips duration the weekdays with almsot similar durations as subsriber over the weekend.
Next I will seperate user type into two graphs to have better view of the data.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">g</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">FacetGrid</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span>  <span class="n">bikes_copy</span><span class="p">,</span> <span class="n">hue</span> <span class="o">=</span> <span class="s1">&#39;user_type&#39;</span><span class="p">,</span> <span class="n">height</span> <span class="o">=</span> <span class="mi">8</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">,</span> <span class="s1">&#39;day_of_week&#39;</span><span class="p">,</span><span class="s1">&#39;duration_sec&#39;</span><span class="p">,</span> <span class="n">alpha</span> <span class="o">=</span> <span class="mi">1</span><span class="o">/</span><span class="mi">3</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">add_legend</span><span class="p">()</span>
<span class="c1">#plt.ylim([-10, 20000])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Trip Duration Against weekdays and User Type&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Day of the week&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Trip Duration&#39;</span><span class="p">);</span>
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<div class="prompt input_prompt">In&nbsp;[16]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">g</span> <span class="o">=</span> <span class="n">sb</span><span class="o">.</span><span class="n">FacetGrid</span><span class="p">(</span><span class="n">data</span> <span class="o">=</span> <span class="n">bikes_copy</span><span class="p">,</span> <span class="n">col</span> <span class="o">=</span> <span class="s1">&#39;user_type&#39;</span><span class="p">,</span><span class="n">height</span><span class="o">=</span><span class="mi">4</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">,</span> <span class="s1">&#39;day_of_week&#39;</span><span class="p">,</span> <span class="s1">&#39;duration_sec&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.25</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">set_xlabels</span><span class="p">(</span><span class="s1">&#39;Trip duration&#39;</span><span class="p">)</span>
<span class="p">[</span><span class="n">plt</span><span class="o">.</span><span class="n">setp</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">90</span><span class="p">)</span> <span class="k">for</span> <span class="n">ax</span> <span class="ow">in</span> <span class="n">g</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">flat</span><span class="p">]</span>
<span class="n">plt</span><span class="o">.</span><span class="n">subplots_adjust</span><span class="p">(</span><span class="n">top</span><span class="o">=</span><span class="mf">0.8</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">fig</span><span class="o">.</span><span class="n">suptitle</span><span class="p">(</span><span class="s1">&#39;Trip duration against weekdays and user type&#39;</span><span class="p">)</span>
<span class="n">g</span><span class="o">.</span><span class="n">set_ylabels</span><span class="p">(</span><span class="s1">&#39;Weekdays&#39;</span><span class="p">);</span>
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+4VkYlWw9OBC1R1cIrj/bWqXgsgIoPAG4F3isiZQFJVHxaRlwMXAJcDLcCDIvIjPO/IeuBpgAA3iciVqnpH9UlE5JvAWZOc/z9VtfbhPg/4j2nci2r+ALhFVT8sIlGgWVV/JSJvV9WLfBkuBd4EXObLeo+I/BIYAs4AXgVcB9znH+8K4CV4XpyXcXL32TBmi4WgA/4b+KaIvB34GfAFVT1w3DsDo6r6NBF5PfBfwLXAPwIvUNX9VffrOuA04GJVLYnIoqpj5FT1Cl/ma6Zx/I8DH1PVX4vIWuAW4Gx/+0uBK1Q1Ow3Z5z1mwBgPA18Vke8B3/PLfht4iYj8tb+cAtb6v289wZfqt4B/EJH/A/wR8MWqdd/3H8SsiNyGp7Cu8M//oL9NK54yO0p5qeqrT0CGmXAf8HkRiQPfU9XNk2xzBfBdVR0HEJHvAM8CbgJ2qeoWv/xR4OeqqiKyBc/FDrN7nw1jpsx7HaCqt4jIOuAa4IV4xtJ509j161XfH/N/3wl8UURuBL7jlz0P+LSqlvzzVd+fb57g8Z8HnCMiE9u0i0ib//smM16OYAbMwqDE0d2FqarfLwKuxPMM/IOInIvX6nmFqm6rPoiIXAaMn8iJVTUjIrcCLwV+D9hYvbp2c//c/6Kq/2+q455g6+tRvJbLQ5Nsf/jeiKcxEr7cd4jIlXj35ysi8u+THFeoT77qd6VqucKR527W7rNhHIeFrgMmjIqvAV/zu42uBA5R/77Uyqf+cd7i34cXAZv97jGZ5FommOp+HXN8X56n1xoqvkFjeqEKi4FZGBwClorIYhFJ4rkpEZEIsEZVb8OLE+nEa+3cAvy5/0JHRC4+gXONAW01ZZ8FPgHcV9MyeamIpERkMXAVntfjFuCPRKTVP/cqEVlaexJVfbWqXjTJZ7K+4X8H3uu7rxGRiIi8y1+3G8+4AU/Bxv1tTgF6VfUzwOeAS/xtir5XBrwW4ctEpFlEWoDfBX513Dt0hJO5z4ZxIixoHSAizxGRZv93G3A6sBfYg+ftSIpIB/Dcml1fXfX9G3//01X1HlX9R6AfWIMXD/QW8YNra7qQpuKY4/vHenuV7BdN81gLDvPALABUtSgiHwTuAXYBW/1VUeAG/8EVvH7XYRH5EF5/7MO+AtuNr/CmwcNASUQeAr6oqh9T1ftFZBT4Qs229wI/wnNNf8jvkz4gImcDv/F1Zxp4HdA7g0sHvIA98QJsv+4rMfXPC/AZ4Psici/wc460cK7CC7Ar+jK83i+/Hu++PKCqrxWRL/rXAfBZVX1QRE6dpmgnc58NY9osdB2A10j5pIhMeKI+q6r3AfhdQQ8D2znSbTVBUkTu8ff5fb/s30VkPd79+jmeZ/cR4Ey8+1XE0yufnIZckx3/HcB/i8jDeO/oO4C3nPglz39EtZ7XyzBmBxFZCdwObFDVil/2fiCtqjPKx2IYRuNgOsCYC6wLyZhT/Oj6e4C/m1BchmEsHEwHGHOFeWCMGSEi5wNfqSnOq+plYchjGEawmA4wwsYMGMMwDMMwGo4FF8R7zTXX6E9+8pOwxTAMoz5TDU+fVUwfGIbz1NUHCy4Gpr+/P2wRDMNwBNMHhtG4LDgDxjAMwzCMxscMGMMwDMMwGg4zYAzDMAzDaDjMgDEMwzAMo+FYcKOQDMMwDGOh0DeWY9vBMYYyBbqaE5y1vI0lbbVzVjYm5oExDMMwjHlI31iOO3cMkCtWWNySJFescOeOAfrGcmGLNiuYB2YS5rPFasx/rP4aQWD1zH22HRyjNRmjJem96ie+tx0cmxf/lXlgapjvFqsxv7H6awSB1bPGYChToDkRPaqsORFlKFMISaLZxTwwNcx3i3U+YS3AY7H6awSB1bPGoKs5QaZQPvz/AGQKZbqaEyFKNXuYB6aG+W6xzhesBTg5Vn+NILB61hictbyNdL7EeL6EqjKeL5HOlzhreVvYos0K5oGpYb5brPMFawFOjtVfIwi6mhP0DGcZGC8wli/RloyxuCXBso6F++y5yJK2FM88YzHbDo4xMJ6nqznBhWsWzxsdaQZMDWctb+POHQOA16LIFMqk8yUuXLM4ZMmMaoYyBRa3JI8qa05EGRjPhySRG1j9NYKguzXBTx45SGdznI5UnJFckb2DGV63am3Yohk1LGlLzRuDpRbrQqphwmJNxSMMjOdJxSM884z5Y7HOFyY8DdWYp8HqrxEM/ekCl5zSSXtTnLF8kfamOJec0kl/2rqQjOCYUw+MiPwl8MeAAluANwHNwDeBU4HdwO+p6pC//XuANwNl4B2qeotffinwRaAJ+DHwF6qqIpIEvgxcCgwAr1bV3Scr93y2WOcL5mmoj9VfY64ZyhRY3t7Eio7mw2WquuA9oEawzJkHRkRWAe8ANqrqeUAUeA3wbuDnqroe+Lm/jIic468/F7gG+B8RmYgS+xRwHbDe/1zjl78ZGFLVM4CPAf86V9cTFn1jOX69vY8fPLSfX2/vW/BBqhOYp8EwwsM8oIYLzHUXUgxoEpEYnuflAPBS4Ev++i8BL/N/vxT4hqrmVXUXsAN4moisANpV9Teqqngel+p9Jo71beC5IiJze0nBYSNtpmZJW4or1i/hxReu4or1S8x4MYyAmO+jW4zGYM4MGFXdD3wU2Av0ACOq+lNgmar2+Nv0AEv9XVYBT1UdYp9ftsr/XVt+1D6qWgJGgGP6EETkOhHZJCKb+vr6ZucCA6B6pI2I0JKM0ZqMse3gWNiiGUbD0qj6wCXMA2q4wJzFwIhIF56H5DRgGPiWiLxuql0mKdMpyqfa5+gC1euB6wE2btx4zHpXsZE2hjH7NKo+cA2LtTLCZi67kJ4H7FLVPlUtAt8BngEc8ruF8L97/e33AWuq9l+N1+W0z/9dW37UPn43VQcwOCdXEwLWz2wYhmEYkzOXBsxe4HIRafbjUp4LPA7cBLzB3+YNwPf93zcBrxGRpIichhese6/fzTQmIpf7x3l9zT4Tx3ol8As/TmZeYP3MhmEYhjE5c9aFpKr3iMi3gQeAEvAgntu2FbhRRN6MZ+S8yt/+URG5EXjM3/5tqjrhfngrR4ZR3+x/AD4HfEVEduB5Xl4zV9cTBvM9i6JhGIZhzBSZRw6LabFx40bdtGlT2GIYhlGfwEYSmj4wDOepqw8sE69hGIZhGA2HGTCGYRiGYTQcNpmjYRiGYcwifWM5th0cYyhToKs5wVnL2yx2cQ4wA8YwDMMwZomJDOqtyRiLW5JkCmXu3DEQWqI/14yp2ZTHupAMwzAMY5ZwKYO6a9PRzLY8ZsAYhmEYxiwxlCnQnIgeVdaciDKUKQQui0vG1FzIY11IhjHP2Nozwm3beukdzbO0PcnVZy1lw4qOsMVqWFxzwRtuM5FBvSV55PUaVgZ116ajmW15zANjGPOIrT0j3HD3XsbzZVZ2NDGeL3PD3XvZ2jMStmgNiWsueMN9XMqg7tp0NLMtjxkwxrTpG8vx6+19/OCh/fx6e58pcQe5bVsvnc1xupoTRCJCV3OCzuY4t23rPf7OxjG45oI33MelmbpdMqbmQh7rQjKmhWuR9cbk9I7mWdnRdFRZRyrOgZFsSBI1Nq654I3GwJWZul2bjmZJW4oNy1uP6eKeqTxmwBjTorolChz+3nZwzIkH1fBY2p5kJFc8yiU7kiuytD05xV5GPVyKZzCMmeCKMQVeQ3jrwTTrl7Zz4eoomUKZrQfTLG5NzkhGM2CMaWEt0cbg6rOW8pk7dvLUYAZBUYRYRPiTK9eFLVpDctbyNu7cMQB49T1TKJPOl7hwzeJQ5LGAYqORme2GsBkwxrToak7QM5xlYLzAWL5EWzLG4pYEyzpMebrE4tYkS9sTbNk3xmiuRHsqxvmr21jcGp4HppFfui654K0b12h0ZrshbAaMMS26WxP85JGDdDbH6UjFGckV2TuY4XWr1oYtmlHFPTsHKJaFp5++mGQsQr5UYShT5J6dA1x74arA5ZkPL11XXPDWjWs0OrPdJWujkIxp0Z8ucMkpnbQ3xRnLF2lvinPJKZ30p4NPzmTU5/GeUTqb4qTiUUSEVDxKZ1Ocx3tGQ5HHRvHMHi4lSDOMmWCjkIxQGMoUWN7exIqO5sNlqmoxMI4hfuRLNV4kjIQiz3yInXKlC8wCio1GZ7a7ZM2AMaaFKc/GYMOKdjY/NeR5X2JRcqUyI9kiF63pCkWeRq83LnWBuRZQbNTHFaPXRWazS9a6kIxp4VpCJGNyLlu3iLWLmqmoMpLNU1Fl7aJmLlu3KBR5Gr3euNQF5lKCNKM+lr05OMwDY0wLl0ZjGPVZ0pbiheevcKb11+j1xrUuMFcCio36WLB1cJgBYxjzDNdecq7JcyI0eheYETyuGb3zuTvLupAmweb8ORZzixoLkUbvAjOCx6UJFOe73jYDpob5/ofPFJdiAQwjKCzuxDhRXDJ657veti6kGqz/cnJcc4saRlA0cheYETwuxX3Nd71tBkwN8/0PnykWC2AYhjE9XDF65/sUMGbA1GAv6smxHBRTM58D5QyjEbBn8Fjm+xQwZsDU4NqL2pWH0iW36ASu3BuXkp25iCv/00xpdPkXAvYMTs7EFDD96QJjOW8KmHVLWubNFDBmwNTg0ovatYfSFbcouHVvLG6qPi79TzPBNfnNmJqcbQfHGM7kuWdnP0OZIl3Ncc5a3rbgn8H5PgWMGTCT4MqL2l6M9XHp3ljcVH1c+p9mgkvyu2ZMucSjB0a4d9cgbak43S0J0oUyv9reT75U4Yr1SwKXxxVDc76HRNgwaoex2WfrM5QpUCyX2bJ/mN882ceW/cMUy+VQ7o1LeR9co9HrsEvyz/chsSfDzr40yViUtlQMiQhtqRjJWJSdfenAZXEpFYdLQ7rnAjNgJsGVRHb2YqyPINy/Z4hCqUJ7KkGhVOH+PUOhzLo835XEydDoddgl+V0yplwkFhEKpQqqSqFUIRYJZwZ2lwxNF/MYzeb71QyYGsx6bhQUDpsr6n+LXx4sLioJV2j0OuyS/C4ZU65xancLi1sTxCJCJu8ZL4tbE5za3RK4LC55h8HTT1esX8KLL1zFFeuXhG68zOb7dU4NGBHpFJFvi8hWEXlcRJ4uIotE5FYR2e5/d1Vt/x4R2SEi20TkBVXll4rIFn/dJ0RE/PKkiHzTL79HRE49WZnNem4MFLhkbSfxaISRXIl4NMIlaztDMF88XFISLtHoddgl+V0yplzj6rOWUiwrXS0Jzl7RRldLgmJZufqspYHL4pJ32DVm+/0610G8Hwd+oqqvFJEE0Ay8F/i5qn5ERN4NvBv4WxE5B3gNcC6wEviZiJypqmXgU8B1wN3Aj4FrgJuBNwNDqnqGiLwG+Ffg1ScjsGsBma4EFLtGV3OCXLHC+as7D5eN50uk4uZUdI1Gr8OuyO/SCEnX2LCig9ddvpbbtvVyYCTL0vYk116wgg0rOkKQRskWy4wMjFMqV4hFIyRiEcLwDrvGbL9f58yAEZF24ErgjQCqWgAKIvJS4Cp/sy8BtwN/C7wU+Iaq5oFdIrIDeJqI7AbaVfU3/nG/DLwMz4B5KfB+/1jfBj4pIqKqM64p8z1qe77gWr4ewwgCV4wpF9mwoiMkg+VoRnNFYhEhrwARVL34nNFcMWzRQme2369z2VxdB/QBXxCRB0XksyLSAixT1R4A/3vCx7cKeKpq/31+2Sr/d235UfuoagkYAY55g4nIdSKySUQ29fX1TSm0uWkbA5dc+0ZjcSL6wDVcGWBg1GckW6QtFefsFe2ct6qds1e005aKM5I1A2a2369zacDEgEuAT6nqxcA4XndRPSbrINQpyqfa5+gC1etVdaOqblyyZOqcAPZibBws7sSYCSeiD1zCpQEGRn3aUzEqCrliGVUlVyxTUa98oTPb79e5vKP7gH2qeo+//G08A+aQiKxQ1R4RWQH0Vm2/pmr/1cABv3z1JOXV++wTkRjQAQyerODmpjWM2cOVpF6NjktJ9Yz6nLK4lVQsxsB4gZGcN4Hi6d2peTOB4skym+/XOfPAqOpB4CkROcsvei7wGHAT8Aa/7A3A9/3fNwGv8UcWnQasB+71u5nGRORyf/TR62v2mTjWK4FfnEz8i2EYs4t5DWYPywMzNa50r521vI1oNMK6Ja08fd1i1i1pJRqNWBjCHDDXPq0/B77qj0DaCbwJz2i6UUTeDOwFXgWgqo+KyI14Rk4JeJs/AgngrcAXgSa84N2b/fLPAV/xA34H8UYxnTTWYjSM2cG8BrOHDTCoj0vTLNhoseCYUwNGVTcDGydZ9dw6238Y+PAk5ZuA8yYpz+EbQLOFSw+CYTQ6Q5kCsYiwZX+adK5IayrOmq4mssVS2KJNG1caNDbyrj6uGcouhSG4Un/nAkuaUYNLiewMo9Fp9KReLnWB2QCD+rjWveZKd5ZL9XcusLDoGlxLZGcYjY07Uz7MBGvZNwYuda+55MV3rf7ONuaBqcHmGzGM2cO1KR9OFNda9sbkuJS/yyUv/nyvv+aBqcH6mQ1j9mj0KR9catkb9XEpcNYlL76L9Xc2Y3IaQ4sEyJK2FBuWt7K9d5RbHzvI9t5RNixvnRfutpPFlX5do3FwqWU8ExpdfiN4upoT9Axn2bJvmLue7GfLvmF6hrOhGA2u1d+Gmo26Eekby7H1YJr1S9t5/jnLWb+0na0H0wv+ZT3fg8GMuaHRA08bXf6Fgkv6qbs1wYNPDTOaK9KejDGaK/LgU8N0twZvwLhWfxttNuqGY74HPc0Uuy+Ng2vDJhs98LTR5V8IbDs4RrlcYWdfmrG8l/12cUsiFP3Uny5wySmd9KcLjOWKtDfFWbekhf50OHEnLtXfUGaj9idhzKpqRUTOBDYAN6vqvJudyqX+S5dw8b649qJ2AZdGQBizj0t13iVZ9gyk2T+cpyURpSMVI1+q8GT/OLlSiSvWBzvf1VCmwPL2JlZ0NB8uU9UF/w6B8GajvgNIicgq4Od4GXW/OKMzOo6NQpqcruYEB0ezbNk/zG+e7GPL/mEOjobTrwtuuYxdwqUREPMFV2K/XKrzLskCMJorERFIxaOICKl4lIh45UFj75D6hDUbtahqBng58H9V9XeBc2Z0RsdxLejJFbpbEzywZ5jRbJG2ZJzRbJEH9oTTrwv2oq7HfB82GTQuvahdqvMuyQLQ0RSnokq2WEYVssUyFVU6muKBy3LW8jYODGe4b/cAd+3o5b7dAxwYziz4dwiENxu1iMjTgdcCbz7BfRsKl4bjuUR/usDFazoZGC8wmi/Rnopz2uLw+nVd7NJyAReHTTYyLsV+uVTnXZIFYO2iFlLxKP3pAqO5Aq2pOCs7W1kakt4eyxXZ058hnS/RmowRXdJ8/J0WCLMZkzNdI+QvgPcA3/UnXVwH3DYrEjiIS0FPrjCUKbCis4mVXW7069qLenIsj9Hs4tKL2qU675Is4NX7/nSBdd2tR9X7MLwe9+wcYChTYt2SFpKxCPlShaFMkXt2DnDthasCl2c+M90upEFVfYmq/iuAqu5U1XfMoVyGY7iU2wCsq68erg2bbHRcimdwqc4f7ibZNchdO/q5b9dgqN0kLtX7x3tG6WyKHxWP09kU5/Ge0cBlme9M1wPzaRFJ4AXufk1Vh+dMIsNJulsT/OSRg3Q2x+lIxRnJFdk7mOF1q9aGIo919dXHPIizh0serYkkm7dt66V3NM/S9iRXn7U03P9aFKiAhD85pyv1XhC0ZrIMRRtmAtNGYloGjKpe4Q+ffhOwSUTuBb6oqj+dU+kMZ3AttwG4o7CM+YtLhnJ1ks0LV3vG1NaDaRa3JkOZJHBlZzPrlx15hYznS5YXCtiwop3NTw153pdYlFypzEi2yEVrusIWbd4x7UBcVX1CRP4e2AR8ArhYRAR4r6p+Z64ENNzAchsYCxVXDGXXAoqjIkcljlvd1US2GPywZde4bN0iBsfzDGeLjGTzxGNR1i5q5rJ1i8IWbd4x3UR2F+B5X14E3Aq8WFUfEJGVwG+AeWXAuJSgyRVcC9ozGodGf55ckd+lgGIBHtg7TFdz/HDiuAf2DnPRmo7AZXGNJW0pXnj+CifqzHxnuh6YTwKfwfO2ZCcKVfWA75WZN1gm08lxKRbAaBwa/XlySf6JZJL96QLpXJHWVJzu1kRIQ4UFDkd6iP+tfnk4uGJogjteOxcJfDZqVb1SVb9SbbxUrfvKjM7sKK4laHIFm6XbmAmN/jy5JL9LySQV5dJTukjEIozmCiRiES49peuY4NWgcCnhoFGf2f6fptuFtB74F7zsu4ffWKq6bkZndRiX3LQu0TeW495dgxTLSmsySrGs3LtrMJQAQqNxaPTnyaVYD5eSSXY1J8gVK5y/qvNw2Xi+RFtqupk5ZheX4oOM+sz2/zTdLqQvAO8DPgZcjRcPMy/HhFmsx+Tcs3OQrQfHKJaUUqVCLBLhYCzHopYk1164MmzxDEdp9OfJpVgPl5JJutal3OiG8kJhtv+n6ZrLTar6c7w5kfao6vuB58zojI7jUrIol7h/zyBD4wUiEWhJRolEYGi8wP17BsMWzXCYxn+e3In1cCmpnkuJ48Cte2PUZ7b/p+l6YHIiEgG2i8jbgf3A0hmd0XFcyvvgEgPpPMlYlETMs3kTMSEZizKQthaOUZ9Gf54mYj2eGsoenmPn0lO6KFWCj/U4a3kbN2/pYThbpFgqE495GV5feP6KwGUBtwJVXfMIGZMz2//TdA2YdwLNwDuAD+F5X94wozMaDcniliSHxnIUShHiUaFYVgrlMsscUWDGEVwajdHouBbrAYAKEPG/DWh8Q3mhMNv/03Qz8d7n/0zjxb/MW1waNukSl566iLt29FEoK4WSEo1AZ1OcS0+15Ewu4Vr9dU2eE8Wllr1lv50alzxCRn0Cm41aRH4A9cfFqepLZkUKh7Bo9smpzi5Z7b627JJu4Vr9dU2eE8Wl+YdcGhFlGC5wPA/MR/3vlwPLgRv85d8Hds+RTKFi0eyTY9klGwPX6q9r8pwoLs0/JMCvt/dTLFcoVZRYRNjdP84zzrA4D2NhMqUBo6q/BBCRD6nqlVWrfiAid8ypZCHR6MM+5xJz0bqPa/XXNXlOFJc8SKPZIgdGsnQ2J2hJRBkvlOlLZxnNFgOVwzBcYbqRaEtE5HDSOhE5DVgyNyKFS+MP+zQWMq7VX9fkOVGGMgWaE9GjypoTUYYywSeP2z+c5ewVbbQko2SLZVqSUc5e0cb+4WMSpBvGgmC6o5D+ErhdRHb6y6cCfzonEoWMRbMbjYxr9dc1eU4UlzxIgtCciNLdeuTeZQol8sVK4LKAjXYzwme6o5B+4k8nsMEv2jp3IoWPdZUYjYxr9dc1eU4El0YhbVjRzuanhhARUrEouVKZkWyRi9Z0BS5Lo48uM+YH0+pCEpHPq2peVR9S1YfwDJ8fz61ohmEY4eJSxtnL1i1i7aJmKqqMZPNUVFm7qDmUkYAuTXLpIn1jOX69vY8fPLSfX2/vs0kl54jpdiHtF5FPqepbRaQL+BHwmensKCJRYBOwX1WvFZFFwDfxuqF2A7+nqkP+tu8B3gyUgXeo6i1++aXAF4EmPMPpL1RVRSQJfBm4FBgAXq2qu6d5TYYxLzHX/uziigfJpZGAjT66bC5xzTvlmj6YTXmm5YFR1X8ARkXk08BPgf9Q1S9M8xx/ATxetfxu4Oequh74ub+MiJwDvAY4F7gG+B/f+AH4FHAdsN7/XOOXvxkYUtUz8Caa/NdpymQY85LZnq7ecIslbSmuWL+EF1+4iivWLwl17qGDo1m27B/mN0/2sWX/MAdHsw0zumwucck75Zo+mG15pjRgROTlEx/gXuBy4EFA/bIpEZHVwIuAz1YVvxT4kv/7S8DLqsq/4XdV7QJ2AE8TkRVAu6r+RlUVz+PyskmO9W3guSJi+bWNBYtLytOYfVzpmuhuTfDAnmFGs0XaknFGs0Ue2DNMd2t4Bowr98alkWuu6YPZlud4HpgXV32uxTNe4lXLx+O/gL8BqsPkl6lqD4D/PTEp5Crgqart9vllq/zfteVH7aOqJWAEOCa6TkSuE5FNIrKpr69vGmIbRmPikvJ0lUbVBy61pvvTBS5e00l7Ks5ovkR7Ks7FazrpT4dTz1y6Ny7NjO2aPphteY6XyG7G8x6JyLVAr6reLyJXTWeXyUSYonyqfY4uUL0euB5g48aNwU8jaxgB4dKwX1dpVH3gUlK9oUyBFZ1NrOxqPlymqqHFwLh0b1yaNdw1fdDVnKBnOMvAeOHwdBiLWxIs65jDGBgROVNEfi4ij/jLF4jI3x9nt2cCLxGR3cA3gOeIyA3AIb9bCP+7199+H7Cmav/VwAG/fPUk5UftIyIxoAMYnM41GcZ8pNETxxn1GcoUKJTKbNk3zF1P9rNl3zCFUjmU1vTEi6halp7h8GJgXPM0AE7MGu6aPuhuTfDgU8OM5oq0J2OM5oo8+NTMux6nm4n3M8B7gCKAqj6MF3BbF1V9j6quVtVT/W1/oaqvA24C3uBv9gbg+/7vm4DXiEjSz/S7HrjX72YaE5HL/fiW19fsM3GsV/rnaJgWlWHMNi4N+zVmFwEe2DtMsVyhIxWjWK7wwN7hSd3Qc81sv4hOFpe6bSZmDf+t0xbxjDO6+a3TFrGyszmUuBPX9EF/usAlp3TS3hRnLF+kvSnOJafMvOtxusOom1X13pr42JlOgfoR4EYReTOwF3gVgKo+KiI3Ao/5x36bqk7UyLdyZBj1zf4H4HPAV0RkB57nZUqjyjAWAq4M+zVmGwHU7yMX/7teL/vcMvEi6k8XGMt5L6J1S1pCi4E5a3kbX7xzJw89NcJo1pPnwjUdvPGZ646/8yzj2hBzl/TBUKbA8vYmVnTMTtfjdA2YfhE5HT++REReCfRM9ySqejtwu/97AHhune0+DHx4kvJNwHmTlOfwDSDDMIy5wJU8Gopy6SldPDWUZTRXoDUV59JTuihVgnc6z/aL6GTZcWiUe3YNIkRoS8XJl5R7dg1yxRndgf9XrsWduMRs35vpGjBvwwt62yAi+4FdwOtmdEbDMIwGwaWkZF3NCXLFCuev6jxcNp4v0ZaabiTA7Mri0kv6e5sPsLSticVVXVgD6QLf23yAp5+xdIo9Zx+Xpp9wjdm+N9NNZLdTVZ+HNwP1BlW9wjLeGoYxHVzJzzETXMqj4VJApkuyABwaydPVdHR7vKspxqGR4D1CrsWduMRs35tpeWBEZBnwz8BKVX2hnzX36ar6uRmd1TBmAVdc+0Z9XPJgzASX4hlcmtnbJVkAlnUk6RnNExHIlyokYxEq6pWHgUtxJ64xm/dmul1IXwS+APydv/wE3nxG89KA2dozwm3beukdzbO0PcnVZy1lw4qOUGRx6SXtmiyN/GJcKLiUn2MmuNZVYkzOVWd285+3bqc9FaezKcbQeIHRXJFXXboybNGMOWS6nafdqnojfkZdP+tteepdGpOtPSPccPdexvNlVnY0MZ4vc8Pde9naMxK4LC5ll3RJFvBegBWtsLM/zd07+9nZn6aiFUuZ7xhO5uc4Ac5a3saB4Qz37Rrkrh393LdrkAPDmVC6SvrGcty8pYcH9gzzxME0D+wZ5uYtPaYPgLamJC+7aCXtTXH6x71RSC+7aCVtTeF4YIxgmK4HZlxEFnNkFNLleGn75x23beulszl+uIU18X3btt7AvTAutV5dkgVg7+A4+4ayNCditKcS5EpldvSmyRXLeKFahgvMGw+GKFCBEKdau2fnANsOjVEoVSiVK8SiEQ6NRVjUkuDaC1cd/wCziGv6YChTYN3SNuLxGOlckdZUnDVdTQ1jKBszY0oDRkTeCdyJN5/R94F1InIn3htiXg5f7h3Ns7Kj6aiyjlScAyPZwGVxqf/dJVkARrJFsoUyI5ki2UKFpkSERCzCSLYYijzG5DT6iIyJpGTrlx1RleP5Uigv6gf2DDI07g2fbknGKZQrDI0XeGDPYOAGzFCmQFSEnX3pwynhV3c1kS3OND3YySEI9+8ZorM5cbhBc/+eIS5a0xWKPEYwHM8Dsxr4OLAB2ArcipfP5Zuq2j+3ooXD0vYkI7niUS3EkVyRpe3BuyJdar26JAt4aby296bRqhwYEhGWtTdYy36e41qw54nikuHeP16gUlEG03lypQqpWIRYROgfD97LMJEVuKs5TkcqRr7kZQW+aE04sYITCf3E/y2HpbTE7POZ403m+NcAIpIANgLPAJ4D/J2IDKvqOXMvYrBcfdZSbrh7L+B5XkZyRYYzRa69IPiJuFxqvbokC8BYrkypVGa8UCFfLpOMRmlJRBjLzcvQrIamkUdkuGS4N8Uj7O7P0J6Kk4oLuWKF0VyRs1e0Bi6LS1mBJ858ydpO9g1lGcl5HqFL1nZSDmlmGZcGPMxnphvE2wS0402W2IE3meI9cyVUmGxY0cHrLl9LSzLKgZEsLckor7t8bSijkFzKJ+CSLAAD6TyZYpn2pjhru5ppb4qTKZYZSIfTpdXIuU6M+riU76S7NUlnU5xoBHIFJRqBzqY43a3Be4cnsgInYhFGcwUSsQiXntJ12KQJmq7mBIlYlPNXd/KM07s5f3UniVg0FEPTtQDn+czxYmCuB84FxvAMlruA/1TVoQBkC40NKzpCGzZdi0utV5dkyRTKdLcmGMyU6E+XaErE6G49dkK3IJgYHTKcLVIslYnHouzsS/PC81c4c7+MmeFSF9iqrmbS+TLj+TLlCkQj0JKMsqqr+fg7zzJdzQkOjeRA/Q4bhUy+zLKOcOq7Sx5i1wKc5zPHi4FZCySB7cB+YB8wPMcyGcZxaUpE2T2QoT0VY3FLnHyxQn+6GIqCuGfnIFt7RimU9fCL5WBUWNSS5NoLLQ+FMTusXdRCKh6lP104PNKmuzXB0hDqfHdrgu8+sI9SRREURYhFhD+5MvjJE8EtQ9OluKn5zvFiYK4Rbwrqc/HiX/4KOE9EBoHfqOr7ApDRMI6huzVFZ1MWIkK+pESiQmdTjO7W4BXW/bsHGc4WafNjE4plZThb5P7dg2bANDguJUw8a3kb/ekC67pbj/IyhNGdtaN3nGQ8SqSklCoV4pEI8Ziwo3c8NO+1Kx5il+Km5jvHjYFRj0eAHwM34w2rPh34izmWzTDqsrIzyYrOJrSi5IpltKKs6GxiZWfw8QAD43kS0SiJWAQRIRGLkIhai2s+4NJcSC7FoW3tGWVFR4oNK9o4b1UHG1a0saIjxdae0cBlcQ2X4qbmO8eLgXkHnuflmUARz3j5DfB5YMucS2cYdehoShIVYVl70+Fum6gIHSFk3lzcmmRP/zhDmQLlihKNCFGBU7pbApfFmF1c6w5wxcvgdRodPeJI/M6khY5L3VnznePFwJwKfBv4S1XtmXtxDGO6KM3JOKua4yRjEfKlCkOZImHkfVi/tJVtPaOIRECUUhmKWmH90jCGt9oQztnEugMm5+wV7Wx+agQRDj9/w9liiHlg3MIVQxPmtz6YsgtJVd+lqt8248VwjYm8D/FohJFciXg0wiVrO0Np/7U3xTltaSsru1IsbUuysivFaUtbaW+KBy6LDeGcXaw7YHIuW7eYtYs87+dItkS5AmsXNXHZusbIsLxQmO/6YLpzIRmGU3Q1J8gVK5y/uvNw2Xi+RCo+3dRGs4cCzzy9m31D2aPSqoeRRMvFIZyN3AK07oDJWdKW4oXnr3Dqf23kejZXuKgPZhMzYCbBHgT3cSnvg0vGlGsxGy6N4pkpLnUHuIRL98VyMU2Oa/pgtglewzrOfHe5zRdcGpHhUjfDRMxGNWHGbLg0iseYXVzKPn3PzkH2DmaI+IH8ERH2Dma4Z+dgaDK5gGv6YLYxD0wN893lNp9wpQW4pC3FhuWt3Latl97RPEvbk1x91tLQjClXPFMw/1uAQeOKd9g1j8fWnlE6muI0xaMANMWjaFOcrT2joeRi2tozcow+CCM/jmv6YLYxD0wNQ5kCzYnoUWXNiShDmeBnfDUag76xHPfuGqRYgtZknGIJ7t01GEqL1CXPFMz/FmCQTBgND+wZ5omDaR7YM8zNW3pCqWeueTxcGta9tWeEG+7ey3i+zMqOJsbzZW64ey9be0YCl8U1fTDbmAFTgylc40S5Z+cAewezRCPQ0RQjGoG9g1nu2TkQtmih41L3WqPjUj2r9niIeB6PDt/jEQZnr2hnOFv0klqql9xyOFvk7BXtgcty27ZeOpvjdDUniESEruYEnc1xbtvWG7gs8x0zYGowhWucKI/3jNLZFCcVjyIipOJROpviPB6CMncthmu+twCDxKV65pLHA9wa1t07mqcjdXQKhY5UnN7R4LtNXdMHEzLNVuyUxcDUYMMmjRNlMsU9mYIPAhdjuFyJVWp0XKpnriWyc2lY99L2JDv7xjg0liedL9GajLGsLcnaEDJzu6YPZntUohkwk2AK1zgRNqxoZ/NTQ16rOBYlVyozki1y0ZquwGUZyhSIirCzL31UTppssRS4LMbs4lI9u2zdYgbHCwxnSoxkvUSSYSeyc0Vvn7qoie/cv4/2VJzOphjDmSJPDWa48szuwGVxLYh+tg0qM2CMaePKCAjXuGzdIgbH8wxni4xk88RjUdYuauaydYsCl0WAB/YO09UcpyMVI1+q8MDeYUvxfhK4Uu9dqmcueTxcY/dglo2nLOLgWJ7RXIn25gRnLmtj92A2cFlcmwpjtg0qM2CMaTEfEpLNFW4pc4HDHQ3if6tfbpwofWM5brxvLzv7Moe7A9Ytaeb3fmtt4P/vkrYUTzttEbdt62VovMzSZIynnbZowT9/E7hiaPaO5lm3pJUzlh2Jm6xUlAMjwRswrg2jnm2DygyYSXDlQXAJ1/pSwa3/yRX3taKcsbSFh54aYShTpKs5zoVrOmyW4Bly66M93Plkvxdnoko6X6RnNENXc5w/uPy0QGXpG8ux9WCa9UvbuXC19zLaejDN4tZk4HXPtQaNS/IsbU8ykise9VIeyRVZ2p6cYq+5waUcVTD7BpUZMDUcTtCUKVEsV4hHI5aSGvf6UvvGcvz3L55g055hRjMF2psTbDylk7c958wF/T8Jwo7ecVZ1NXP6Ei9OYkfveChxEvOBX27rI1+o0NYUJxaNUCpXGMsW+eW2vsANGJcaEdsOjlEuV46KtVrckgitQePSvbn6rKXccPdewBt9NJIrMpwpcu0FKwKVA+rnqArD6IXZHyRjBkwNE7kWuprjNCe8GIKJXAvXXrgqbPFCw7W+1K/ctYtbHj1EWzJOd2uSdL7MLY8eoj0V510vODsUmdzA6y4S/7f3LX55OLjkKTtR+scLJOMR4lEv40Q8GiEZj9A/HnxiS5caEXsG0uwfztOSiB6OtXqyf5xcqcQV65cELo9L92bDig5ed/labtvWy4GRLEvbk1x7wYpQMvHes3OAbYfGKJQqlMoVYtEIh8YiLGpJhPY+m01v9ZzlgRGRNSJym4g8LiKPishf+OWLRORWEdnuf3dV7fMeEdkhIttE5AVV5ZeKyBZ/3SdERPzypIh80y+/R0ROPVm5Xcq14BKu5ce59fFeklGhAgzlSlSAZFS49fGFnSxKgWVtce7bPchND/Vw3+5BlrXFQzNfXMxDcSIsbkmQL3rKX1FK5Qr5YoXFLcEb7l3NCR7cM8D1v9zBR378GNf/cgcP7hkIpRExmisREY7SkxHxysPAtQSkG1Z08Nar1vO+l5zHW69aH4rxAvDAnkGGxgv+PGRxRISh8QIP7Jkfc0TNZSK7EvBXqno2cDnwNhE5B3g38HNVXQ/83F/GX/ca4FzgGuB/RGQip/+ngOuA9f7nGr/8zcCQqp4BfAz415MVWhDS+QI7+9I8un+UnX1p0vlCKLkWXMK1hGQj2SLlCqgqMRFU1U9iVQxFHlcYyxb4xdZ+CiWlLRWlUFJ+sbWfsWw4U2E0+mSOV521hEQsQqFUIZMvUShVSMQiXHVW8F6GsWye720+wGi2SHdLnNFske9tPsBYNngvQ0dTnHSuyNaDozyyf5itB0dJ54p0NMWPv/MccNbyNg4MZ7hv9wB37ejlvt0DHBjOLPgEpP3jBcoVZTCdZ09/hsF0nnJFQ/EgzgVz1oWkqj1Aj/97TEQeB1YBLwWu8jf7EnA78Ld++TdUNQ/sEpEdwNNEZDfQrqq/ARCRLwMvA27293m/f6xvA58UEVHVGTc4V3am+Oljh+hsTtCSiDJeKLN/OMtvn7NspoecN7gSqArQnooykC6RiMNE90iupCxuXdi9ok8cGmcsV6Sj2fMi5oplRrNFnjg0Hoo8jZ6X5vnnrmAoUzxmFNLzzw0+nuH2J/pZs6iFiEC+VKGrJUFHc4Lbn+jnhResDlSW9lSCQllBBRBQoVBW2lPhTbkyliuyp//I/xRd0hyaLK7QFI+wuz9DeypOKi7kihVGc0XOXtEamkyz2aUciLb3u3YuBu4BlvnGDaraIyJL/c1WAXdX7bbPLyv6v2vLJ/Z5yj9WSURGgMVAf835r8Pz4LB27dopZW1vSrCys4liuUKm4CVoWtnZRHtTOA9mI8cPzCXPPKObH2w+QK5YJh6NUCxXECo884zgk0W5xIHhLKctaSFbLJMvVmhKRFnUkuDAcPBDOMGLvrnzyf6j+uD3DI7z9BATnp2IPljSluKStZ3sHcyQL5bpbI5xydrOUJ7BQyN5FrXGj3TTCHQ2xTg0EkYgvdKciNHVGT+ciXcoUySsWKt7dg4wlCmxbknLUfIs9NjF7tYkzYksw7kihbEyiXiU1kSU7tbgR0TB7KclmPO5kESkFfhf4J2qOlUgyWR9NPUSWEw8JVOtO1Kger2qblTVjUuWTO36VZRnre9m/bI21ixqZv2yNp61vjuUYaiNHj8wl1y9YTmvuHQ13W1JVJXutiSvuHQ1V29YHrZooZJKRIiIsKKjiVO7W1jR0UREhFQinGnPRrNF9g1lKZaVlkSMYlnZN5RlNMSuvhPRB1t7RvjRlkN+F2o3S9pS/GjLoVBmFm5vivNk3zilspKMRymVlSf7xmkPodtGgUvWdhKPRhjJeQ29S9Z2hhZr9XjPKPGIZ8A/dmCMA8NZ4hEWfOxie1OCWERoT8ZZ2pakPRn3lkNqkN/6aA/37R6mokp3a5yKKvftHubWR3tmdLw59cCISBzPePmqqn7HLz4kIit878sKYCLqch+wpmr31cABv3z1JOXV++wTkRjQAZxUdFJXc4LeGgMhWyyzdIEPDQS3vEFnLW+jP13g0lO7j8onsND7vC8/bTG3PHYIEaE1ESVd8GblfUFIXaAHhnOc0tXEU8M59g9laU3FOKWriQPDjWGEV88sDBz+vm1bb+CBmeeubOWJ3jS5QpmWpJIrVMiXlHNXBt8d0NWcIFescP7qzsNl4/kSqXg4hnImX2bvYIZSpUKposQiQiwSYe2ihd2NVFFlzaJmDo3mGMtXaEtGWNbeRGXmURYnxd07B+lsitOa8t5lrakIql75TNISzOUoJAE+Bzyuqv9Zteom4A3+7zcA368qf40/sug0vGDde/3upjERudw/5utr9pk41iuBX5xM/AtAd2uCnz16kNu29nLXjn5u29rLzx49SHdr8BbrUKZAoVRmy75h7nqyny37himUygxlgg/Acs0bNJGgaXvvKLc+dpDtvaNsWN664LvXnn/ucs5b2Ub/WI6H9w3TP5bjvJVtPP/ccDxT44Ui+4ZzVCpKIiZUKsq+4RzjhcYItu4dzRMV2NmX5pEDI+zsSxMVQplZeGVXC6+4eAWpRJS+dIlUIsorLl7Byq7gJwl0bVSiiLJ/KMNAushItshAusj+oQwiCzuBY0SgdyxPe1OCM5e20t6UoHcsTySkMSm5UoV49OiyeNQrnwlz6YF5JvCHwBYR2eyXvRf4CHCjiLwZ2Au8CkBVHxWRG4HH8EYwvU1VJ8bFvRX4ItCEF7x7s1/+OeArfsDvIN4oppPigT1D9I7lyRQrlMplYtEKxVKZB/YMBd7iEuBnjx+kL10gVyiRSsRY0prgORuCb0276A36xdZenuxNk86XGM0WUSW0BE0usay9iaedFj+ciLGzObzAZlXvZd/ZHCMVj5AvVhhIl1i7qCk0mU6E5kSUzfuGAaFcrhCNRtg3nOG8lcEPi+1qTjCQzrO8o4lULEJnS5J4LBrKUOHZTkh2smQKZSQCiHqVTkAiHDO0eqFRUVi7qJlCqUK2UKElEaWrOU4lJLtu/dI2njg0SlckQiIaoVD2ZjE/c1n7jI43l6OQfk39CVieW2efDwMfnqR8E3DeJOU5fANotrh9Wx8VVZa2JQ9n3hzNFrh9Wx9/cPmps3mq47J/KMNjPWN0pOK0p+Kk82Ue6xnjrGXBt3JcShQFcOujB7ln1yBdzQmWtCZJF8rcs8tzTwb9P7nEtoNjrOxsZv2yI4/2eL4UmqEpEiEaKfNEb558qUIyFmFFewyRcLoaTpT2VIxDo3k6UnFak1HS+TIjuSLPWBe8URgV5dbHDtHRlGBxS4KhbJFbHzvEWcvCG1HiCplChVMWN1MqQ76oJONCLOqVL2TaUzHGcmW6W6OHg5vHC2XaU+E0al584Qo+c0eWfLFMoVhCEdpTcV584cxG9TWGFgkQL8dJlHg0guBl3kzFw3lRP3pgjFMXNdOWipEvK22pGKcuaubRA8Hn0HAtUdTduwbobIrTloohEaEtFaOzKc7duwZCkWdrzwifun07H7jpET51+/ZQgjzBMzSbE0f7aJsT0VC6HQEGx3Ps6R8nnS2QL5RIZwvs6R9ncLwxYmDGcmXOW9lGrlRh10CGXKnCeSvbGMsF37LfvG+ENV1N5AolnuhLkyuUWNPVxOZ9wdc117qUF7XESefKHBrL0TuW5dBYjnSuzKKWcPLSuMIpi1s5vbvlqGDr07tbOGVxOEbvhhUd/MmV69iwoo2uliQbVrT5yzPzaC7spBmTsKglwWC6QDJWIRoVymUlX6ywKIQYmFypREcqQarqhZQrlBnJBf8ycm1W01yhQmfN6ItkNMJwCKNbtvaMcMPde+lsjrOyo4mRXJEb7t7L6y5fG3i3o2tTPmw9MEymBDGBiHiDCjMlr7wRyBSKDI57CdraknEiERgcL9KeCr6e7e4f5+BIlsHxIvlShVyhTFkroYz82XZwjIpW2NmfJp0r0pqK090a3lxIKzpS3L6tl3JZqShE8jCWLfKs9eGkVdjaM3LMBIphZOOdGOywbkmrM4MdNqzomLV7YQZMDVeftYQfPNRDoVTxInGARCzC1SFk3vT6C9MsigjxqFAsq99fGHzlc63Pe/2yFh7ZPwoC5bISjQoonLdqZn2pJ4NLI1VcMzT7x4tEBSJRL9kZAtGy0j/eGEG8FVV2HBojV1KKZSUeFVIxCSWGZ2i8wPZD4yRiEVSUQqnCQLpAMhY9/s6zzN7BcfYNZWlOxGhPJfxJQ9PkimUgeF15aDRHMhYjlowgoqgKpXKFQ6PBe4RcatC4Nhv1bGMGTA0uZd588YUr+cwdO73hkv5D2Z6K8eILVwYuC7iVifeKM7r51fY+ckU9nC0oFReuCCGRXe9onnyhxK+f6DucbfacFW2M54N/vFxTWBUVElEhFot6LWOBEkpFG2NqjgPDGYazJS8PlCqlipArCgeGM4HLMpYrkimWKZaVSESpVIRipcJYLnhjcCRbJCJCkz+kpMnP+hzWVB77hrOcuayFbLFyOAamKR5hXwgJHF1q0PSN5dh6MM36pe1cuNpr0Gw9mJ43gx3MgKlhSVuK5569jEgk/BfAhhUdPO/sJXxj0z76RvMsaU/ymo2rQ5sYzBW3KMDAeJElLUl29GfI5Es0J2Os6WxmIISW/Xi+wF07BmlritOeipIrVbhjez/POGNR4LL0jeW4d9cgxRK0JuMUS3DvrsHQFNby9gR7BrNQrnjGSwWKFTilM7yU8yfCzv4syViEWDRCRZWIeC37nf3BvxjThTJtySiFyhGvY1vcy/UTNBPBobli+XBwaEUJLTg0FYsREVjReWSgwVi2SCqEYPHe0TyFUolfbe8jnSvTmopy3spwGjTbDo5RLleOmspjcUt4XX0wu+8RM2BqcMli3dozws8e76OjKcGi5iRlVX72eB+nLWkL3HDY2jPCZ+7YSbGiREUYGC+w41D6pAKwToZfbe/lwEiO1mSMtlQUVeHASI5fbe8NPHX4SKZERSFbqJAtevPDVNQrD5p7dg6wtWeMYvlIQq+DIxEWtSRCSan+vLOX8vm7dpMtlClXIBqBeMwrbwQKpQrxiNCUiBKJeHlssnmv+yZo4tEI8WiExa3xw7KMZovEo8G/pE9Z3EoqFmNgvMBIznsxnt6dYllHOC/Fy9ct4jv3P0WmqJQqFWKRCM1x4eWXrjn+zrNMplDiJ4/0UCgr5YoSjQi7+9Ncc17wXvw9A2n2D+dpSUTpSMXIlyo82T9OrlTiivXBd/VNvEdKFUVQBk/yPWKjkGpwafbcHzy0n76xHCPZAn1p/3ssxw8e2h+KLKO5Ik3xKC3JKE3xKKO5YiiyAOw4lCZTKJMtlBnLed+ZQpkdh9KByzKaK9ESF4azBfrG8gxnC7TE5cicNQGyafcgw9kikYjQkvReusPZIpt2n1SC6hnTmvKM77Ymz9Bsa4qxqDlJa4iT/p0I3a1JIhFhvFBiKFNgvFAiEpFQ5pI5c2kL0YgwmClyaCTPYKZINCKcuTScRHbjhRK5Uhm0Qq5UZrwQXnDoad3NjOSK9I5mOTSao3c0y0iuyGndwWfifXTfEOlchVJJoQKlkpLOVXh031DgsozmSkQEUvEoIkIqHiUihKKbAH7wUA+juSLJeJTWVILk4feIg1MJNCIuzZ77yL5R8iWlKREhFYtQqii5UoVH9gU/v8f2Q+N0NSVIxDybNxETupoSbA9pluNMsUI6XyIWjfrJq4RSuUxzMvgqnS+V6csUSMRiJKMRVKAvU6AthJE/g+NFekfHeXBvgUyxTHM8yqpObz6UMHj0wCjnre6g6I/mS8YjxKPCowcaY46aZ56+iC/fvZdC6YgHKRGL8runB989eMHqTh7rGSWf9UYfRYnSlIhwQVU6/yBxafbnWx7tJRKJsLyj6fAEesVKhVse7eXpZwTr7Xtq2MvejEAFz0sQ9cuDpqMpzsGRHAdHcofrb0syysrOcDxl23vHQJXth0bJFCo0JyJ0tyS88hlgBkwNAjywd5iu5vhhl9sDe4e5aE3w3SSFSoXhTJ6nBsuHk4C1paIsCqH1l0pEGMsXGcwWjryIIuFNEhiLCuWKUlFfmUsEVSUWDeNFrRTLQjSiJCJCoeIthzEz70gmx2MH06RiUZpjQr5U5rGDaVoS4TzquVKFXKHI/uE82UKZpkSUVZ1JUolGyc/hubpj0SjRiCIiCEo4sy4LiWiU1oRQigmxSJRENEL9fKFzh2uzPz+8f5julgTNySP1KpMv8vD+4cBlKZQqVIBERKiIEFGlUA6n27E9Ffe6awSggojXEG5PhfP85UtlHto7QLYIZYWoQFMcLlw7s1GSZsAcg5DJFxnOFI60uCbM6YBJRiM8NZilKREjGRPypQrDgwVWdAQ/hPO8Fe18d/MB2lNx2pJRxrIlRnNFfveicEZEtSaiIJ4hkxBvhEuxrF550EiEUxelGMyUyJfLJKNRlrclvFzmAdM7ViAmkC9VyBS8+hsTrzwMmuMRfrl1iGLlSGt032CGF57fGLOGb9ozwmlLWhHk8DBqRdm0J/jkcdt7x2hvTtCS0sPTGkQjMuPW68nweM8oMX/25wlPX1sqxuM9o6EYMF5z4WgdrUgIWhtS8Qi5kjdaDJQy3su6LZSJLoXa2QG95XA8sgeHxhnJeYZLVKBcgZGcVz4TzICpYSSbJxGPUqyUmLBYE/EoI9ng3X/5Upn2phj5kjKWKxOLRvzl4EcdrOxqZsPyNvrSBYaz3kRyG5a3sbIrHLdxWyrO8vYU+ZJSLJeJR6MkY0JbCC2L7tYke/uLpBIRYmU57B0KI04iXSihCrGIEI94L9tKRUkXwunz3vLUIPmqhmcFyFe88kYgXSjTkohQKPtvAfEaFmGM/BkYL9CWjNFelcBxNFtkYDx44zRTKLOnf5yycjhQNSpwSnfw8TgAF67u4K6dA4zmiv5cSEKpUuEZ64LPf7SqM8lINkOxynCI+OVBM5orMJbLs6s/R6ZQpjkR5bTuFKMhJEMFODjm5YVSvNGI4hsyB8dmNnrUDJgaRnNef+6aqhfzUKYQStBToeRF02usQiQSOTxFfBiuSAWef85y9g1lj4oNKoc0LfuqzmbG8yVG8yUKJSERi9CejLGqM3iDasOyVjY/NUwiIkQjUCwq4xXlt0OYoyYa8Yb75gvlwy7aeNQrD4N9I5MrynrlrrGyPclD+4ZR5PCLWlAuDCHupLslwe6BDMPZ4hEPjMCpi4Ov84LyZH+aTGFi0tsozYkIp4YQNAvw/HOWcfOWA/SnS4frfXdrjOefE/zEt62pJMlIhmLlcIoq4hGvPGh2HBrjsZ4xShUolyqUtcJjPUWWtIYTA1P0MyVX93yWK/jeqhPHRiHV0NEUp6JKtlhGFbLFMhVVOpqCb9nHYxFQaEnEaEvGvTgG9csDpqs5Qbam1ZkNMUX9+mWt5ItlymWvwVUuQ75YZn0IRkNZleVtSYqVCsOZEsVKheVtyVCMu1REGS/i5QpR73u86JWHQb6Oo6JeuWus6kwymi8xki0wmil63/lSKK3pM5a2kS2WKZUqqEKpVCFbLHPG0uBH/uwfztI3mmMkU2AsV2YkU6BvNMf+EBLHgTe561CmBOK/1ASGMiVuffRg4LKMF0okEhFam6KHP4lEhPEQvKCP7R9hZLxEpaIk41EqFWVkvMRj+8OZq20iZDIinpd4YmzBTEMpzQNTw9pFLQyl82zaPcjgeIFFLQk2ntLJ2kXBu0aXtSfZP5QjGfNGG2QLFYplZVl78MqzuzXBdx/YR6nM4VTdsSj8yZXrApdlgnxFSeeLFMoVEtEI0Wg4gWn7hjKUtcLi1iQigqpS1gr7hoLP1jqU87xz1T3cWlUeNBG8bqPJyhuBJweytMQiFBTKEYhGISFeedC0N8U5bXHrUTl+4tHIUV1KQfHo/lHyJa8LQNXvGix55WHwwy0HPd1U1bIvlb3yf3zpBYHKUiyWvTw9KlQqZSKRKJGIVx40A5kiLckIxYoyWiwRjwotyQgDmXAyJi/vSDHWl6FQBvWjliLilc8EM2BqiIry40cOMZIpUCyXGUjn6R3Lc8kpXYHLsqarlXK5wmM9aQbGC7Qmo1y4uo01XcF7GXb0jlNRZTBbIFcokUrE6G5JsKN3PJREdg/vG6ZUrnjKe6LPu1zh4X3D/EHAsgxnS6gK+bJSKJVIxKIko8JwNvgWVzpXJOYHN0/4r0tlJR1CunnwXva5SZw/icaYSYADQ1kEpVLBH80hSNQrDxoFTutu4s4nBxkcL7KoJc4zT18UyniowXTeG4vln3ziezAdfKygd94iJUAmum38GUYG08HX+3g8SqFYplTBnz6jRCzilQdNNALjhQqxiCDi1ePxktIUxmAHYFlHMwdHsmSLXnBzFGiKC8s6Ztb1aAZMDd/ffIAnD41xpMFaon8sz/c3Hwg8n8DKzhR37xqgKR4jFhXikSgHx4o844zg+y/v3z3Ir584RF/mSHt6SXOEzqYE14YwN9OegayXnAmhUFYSUUGjwp4QWsaiyv6hDPFYlGjE61orlsosbQu+ey0S8ZrEhZIe7n+PTJSHQL02Z4P0IJHJF+jLVA57jIolJQ3EY8HH8IxlC9zy2EEv7qRUobdS5pbHDvLyi1cHLkuZyT1rYf2vepzvQFElXz7iZVT1u0xD6FJe1tHEtkOZo+6DAOeGMOktQComtCQTdLZEmGhhFUsVUrGZ6adG8eQGxs1bDlDrbc9VvPKgSeeK9I/lGc0XyRTKjOa95TBa0z96aO9RxgtAX6bCjx7aG7gsAGiFA0MZnuxLs7s/zZN9aQ4MZUCD7yrJlyokYhHKFWU8X6FcURJ+boygaY0L3vg5Tz1U8CZVb42HY8AU6+jseuWukS1VDmd9mbin6pcHzcP7htnTn6VvLM/AuJf1eU9/lof3DQcuSz17OCQ7mXqzKYQwywLpfJm4QEQEQYiIEBevPGj29o0dY8SpXx4GyXiETLHInsEsuwdz7BnMkikWSc5wiLl5YGoYyU+uWeuVzyWb9g75LfoKxVKFeCxCayLKpr1DXBewLL2Zya+/Xvlco1phJFvyEzR5kez5olceNIVSmfFimUJRD4+ASMSFQgjD3ct1ZnmuV25MTbni3beJWqU15UHy0N4RMoWSP8fOkRxVD+0NPiAzFsWzjCcrD4F41EsgOVl50OSKZS8vVUWPGoWUCyEGZs/Q5J7CeuVzzZOHRhnKVqiuJkPZCk8emlnslBkwDvPUQIaDIzlyVf2F6bj42TcXNiP5MsXy0S7rqF8eNEOZEpnCEeVZUigV1BsVETC945Ofs165MTX1XjphvIwOjOUYr3JdVSreS/LAWC5wWZLRGGOTWDDJaDivlGTMG203WXnQlMqVo3IfKV7uo1I5+MZVvTOGE9IPe4a9ulr79EyUnyhmwDjMobEs40U9HMdQAcaLyqGxcIYqusSh4ewxD0HZLw9cltHJH7565Ubj4NIw8HR28pPWK59L6mVyCCHDA+DFJp1I+VySqTNcul75QiJbpyejXvnxsKa8w4znJ7eT65UvJAbrDAuuVz6XjNcJ6KhXbhgzwaWA6HqZncPK+FxvVHAYo4Un8wRNVT6X1OtAC6tDebbrsBkwDlMqe90i1QGEUb/cMIyFhUsvo3SdEIp65XONS8adS9RrQs2XppUZMA7TnDj2ASz75YZhGIaxkDEDxmVci8AyDCM05ntr2jBOFDNgHGasTndyvXLDMAzDWCiYAWMYhmEYRsNhBoxhGIZhGA2HGTCGYRiGYTQcZsAYhmEYhtFwmAFjGIZhGEbDYQaMYRiGYRgNR8MbMCJyjYhsE5EdIvLusOUxDMMwDGPuaWgDRkSiwH8DLwTOAX5fRM4JVyrDMAzDMOaahjZggKcBO1R1p6oWgG8AL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<p>Confirming our fisrt findings subscriber user type tend to have longer trip duration through out the week, while customer user type has shorter trip duration.</p>

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<h1 id="Conclusion">Conclusion<a class="anchor-link" href="#Conclusion">&#182;</a></h1><p>From above plots I concluded that though the number trips is higher for male but percentage is higher for women and other, also customer user type has higher number of trips but longer trip duration for subscribers
Despite customers user type and male gender hold higher number of trips they still hold lowest trip duration, Number of trips done by other and female is less than males but they are longer in duration same conclusion for Subscriber user type with less number of trips than customer user type but longer trip duration. trips done over the weekend tend to be longer than trips done during the week.</p>

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