titanic-survived-prediction-model.html

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  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;
}
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
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div#notebook {
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    page-break-inside: avoid; 
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  div.output { 
    display: block;
    page-break-inside: avoid; 
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}
</style>

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<link rel="stylesheet" href="custom.css">

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<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Import-Necessary-Packages-and-Models-for-ML">Import Necessary Packages and Models for ML<a class="anchor-link" href="#Import-Necessary-Packages-and-Models-for-ML">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[1]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span> 

<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>

<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
<span class="n">sns</span><span class="o">.</span><span class="n">set_style</span><span class="p">(</span><span class="s1">&#39;dark&#39;</span><span class="p">)</span>

<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="o">%</span><span class="k">matplotlib</span> inline

<span class="c1"># ignore warning</span>
<span class="kn">import</span> <span class="nn">warnings</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">filterwarnings</span><span class="p">(</span><span class="s1">&#39;ignore&#39;</span><span class="p">)</span>
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<h1 id="1.-Data-Collection">1. Data Collection<a class="anchor-link" href="#1.-Data-Collection">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Read Train.csv File </span>
<span class="n">trainDF</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;./../input/titanic/train.csv&#39;</span><span class="p">)</span>

<span class="c1"># show first five rows from training dataset</span>
<span class="n">trainDF</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>PassengerId</th>
      <th>Survived</th>
      <th>Pclass</th>
      <th>Name</th>
      <th>Sex</th>
      <th>Age</th>
      <th>SibSp</th>
      <th>Parch</th>
      <th>Ticket</th>
      <th>Fare</th>
      <th>Cabin</th>
      <th>Embarked</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>1</td>
      <td>0</td>
      <td>3</td>
      <td>Braund, Mr. Owen Harris</td>
      <td>male</td>
      <td>22.0</td>
      <td>1</td>
      <td>0</td>
      <td>A/5 21171</td>
      <td>7.2500</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
    <tr>
      <th>1</th>
      <td>2</td>
      <td>1</td>
      <td>1</td>
      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>
      <td>female</td>
      <td>38.0</td>
      <td>1</td>
      <td>0</td>
      <td>PC 17599</td>
      <td>71.2833</td>
      <td>C85</td>
      <td>C</td>
    </tr>
    <tr>
      <th>2</th>
      <td>3</td>
      <td>1</td>
      <td>3</td>
      <td>Heikkinen, Miss. Laina</td>
      <td>female</td>
      <td>26.0</td>
      <td>0</td>
      <td>0</td>
      <td>STON/O2. 3101282</td>
      <td>7.9250</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
    <tr>
      <th>3</th>
      <td>4</td>
      <td>1</td>
      <td>1</td>
      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>
      <td>female</td>
      <td>35.0</td>
      <td>1</td>
      <td>0</td>
      <td>113803</td>
      <td>53.1000</td>
      <td>C123</td>
      <td>S</td>
    </tr>
    <tr>
      <th>4</th>
      <td>5</td>
      <td>0</td>
      <td>3</td>
      <td>Allen, Mr. William Henry</td>
      <td>male</td>
      <td>35.0</td>
      <td>0</td>
      <td>0</td>
      <td>373450</td>
      <td>8.0500</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Read Test.csv File </span>
<span class="n">testDF</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;./../input/titanic/test.csv&#39;</span><span class="p">)</span>

<span class="c1">#  show 5 rows</span>
<span class="n">testDF</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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        vertical-align: middle;
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        vertical-align: top;
    }

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        text-align: right;
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>PassengerId</th>
      <th>Pclass</th>
      <th>Name</th>
      <th>Sex</th>
      <th>Age</th>
      <th>SibSp</th>
      <th>Parch</th>
      <th>Ticket</th>
      <th>Fare</th>
      <th>Cabin</th>
      <th>Embarked</th>
    </tr>
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    <tr>
      <th>0</th>
      <td>892</td>
      <td>3</td>
      <td>Kelly, Mr. James</td>
      <td>male</td>
      <td>34.5</td>
      <td>0</td>
      <td>0</td>
      <td>330911</td>
      <td>7.8292</td>
      <td>NaN</td>
      <td>Q</td>
    </tr>
    <tr>
      <th>1</th>
      <td>893</td>
      <td>3</td>
      <td>Wilkes, Mrs. James (Ellen Needs)</td>
      <td>female</td>
      <td>47.0</td>
      <td>1</td>
      <td>0</td>
      <td>363272</td>
      <td>7.0000</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
    <tr>
      <th>2</th>
      <td>894</td>
      <td>2</td>
      <td>Myles, Mr. Thomas Francis</td>
      <td>male</td>
      <td>62.0</td>
      <td>0</td>
      <td>0</td>
      <td>240276</td>
      <td>9.6875</td>
      <td>NaN</td>
      <td>Q</td>
    </tr>
    <tr>
      <th>3</th>
      <td>895</td>
      <td>3</td>
      <td>Wirz, Mr. Albert</td>
      <td>male</td>
      <td>27.0</td>
      <td>0</td>
      <td>0</td>
      <td>315154</td>
      <td>8.6625</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
    <tr>
      <th>4</th>
      <td>896</td>
      <td>3</td>
      <td>Hirvonen, Mrs. Alexander (Helga E Lindqvist)</td>
      <td>female</td>
      <td>22.0</td>
      <td>1</td>
      <td>1</td>
      <td>3101298</td>
      <td>12.2875</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Print 5 Rows</span>
<span class="n">testDF</span><span class="o">.</span><span class="n">head</span><span class="p">()</span> <span class="c1"># train() for last 5 rows</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>PassengerId</th>
      <th>Pclass</th>
      <th>Name</th>
      <th>Sex</th>
      <th>Age</th>
      <th>SibSp</th>
      <th>Parch</th>
      <th>Ticket</th>
      <th>Fare</th>
      <th>Cabin</th>
      <th>Embarked</th>
    </tr>
  </thead>
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    <tr>
      <th>0</th>
      <td>892</td>
      <td>3</td>
      <td>Kelly, Mr. James</td>
      <td>male</td>
      <td>34.5</td>
      <td>0</td>
      <td>0</td>
      <td>330911</td>
      <td>7.8292</td>
      <td>NaN</td>
      <td>Q</td>
    </tr>
    <tr>
      <th>1</th>
      <td>893</td>
      <td>3</td>
      <td>Wilkes, Mrs. James (Ellen Needs)</td>
      <td>female</td>
      <td>47.0</td>
      <td>1</td>
      <td>0</td>
      <td>363272</td>
      <td>7.0000</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
    <tr>
      <th>2</th>
      <td>894</td>
      <td>2</td>
      <td>Myles, Mr. Thomas Francis</td>
      <td>male</td>
      <td>62.0</td>
      <td>0</td>
      <td>0</td>
      <td>240276</td>
      <td>9.6875</td>
      <td>NaN</td>
      <td>Q</td>
    </tr>
    <tr>
      <th>3</th>
      <td>895</td>
      <td>3</td>
      <td>Wirz, Mr. Albert</td>
      <td>male</td>
      <td>27.0</td>
      <td>0</td>
      <td>0</td>
      <td>315154</td>
      <td>8.6625</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
    <tr>
      <th>4</th>
      <td>896</td>
      <td>3</td>
      <td>Hirvonen, Mrs. Alexander (Helga E Lindqvist)</td>
      <td>female</td>
      <td>22.0</td>
      <td>1</td>
      <td>1</td>
      <td>3101298</td>
      <td>12.2875</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
  </tbody>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">show_shape</span><span class="p">(</span><span class="n">train</span><span class="p">,</span> <span class="n">test</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot; </span>
<span class="sd">    display the shape of train and test DF </span>
<span class="sd">    </span>
<span class="sd">    &quot;&quot;&quot;</span>   
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot; Shape of Training DF&quot;</span><span class="p">,</span> <span class="n">train</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot; Shape of Testing DF&quot;</span><span class="p">,</span> <span class="n">test</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#  to know shape of the training and testing data</span>
<span class="n">show_shape</span><span class="p">(</span><span class="n">trainDF</span><span class="p">,</span> <span class="n">testDF</span><span class="p">)</span>
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<pre> Shape of Training DF (891, 12)

 Shape of Testing DF (418, 11)
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">show_info</span><span class="p">(</span><span class="n">train</span><span class="p">,</span> <span class="n">test</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot; </span>
<span class="sd">    display the Information of train and test DF </span>
<span class="sd">    </span>
<span class="sd">    &quot;&quot;&quot;</span>
    
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Information of Training DF&quot;</span><span class="o">+</span> <span class="s2">&quot;-&quot;</span><span class="o">*</span><span class="mi">10</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">train</span><span class="o">.</span><span class="n">info</span><span class="p">())</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Information of Testing DF&quot;</span><span class="o">+</span> <span class="s2">&quot;-&quot;</span><span class="o">*</span><span class="mi">10</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">test</span><span class="o">.</span><span class="n">info</span><span class="p">())</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">show_info</span><span class="p">(</span><span class="n">trainDF</span><span class="p">,</span> <span class="n">testDF</span><span class="p">)</span>
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<pre>Information of Training DF----------
&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 891 entries, 0 to 890
Data columns (total 12 columns):
 #   Column       Non-Null Count  Dtype  
---  ------       --------------  -----  
 0   PassengerId  891 non-null    int64  
 1   Survived     891 non-null    int64  
 2   Pclass       891 non-null    int64  
 3   Name         891 non-null    object 
 4   Sex          891 non-null    object 
 5   Age          714 non-null    float64
 6   SibSp        891 non-null    int64  
 7   Parch        891 non-null    int64  
 8   Ticket       891 non-null    object 
 9   Fare         891 non-null    float64
 10  Cabin        204 non-null    object 
 11  Embarked     889 non-null    object 
dtypes: float64(2), int64(5), object(5)
memory usage: 83.7+ KB
None


Information of Testing DF----------
&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 418 entries, 0 to 417
Data columns (total 11 columns):
 #   Column       Non-Null Count  Dtype  
---  ------       --------------  -----  
 0   PassengerId  418 non-null    int64  
 1   Pclass       418 non-null    int64  
 2   Name         418 non-null    object 
 3   Sex          418 non-null    object 
 4   Age          332 non-null    float64
 5   SibSp        418 non-null    int64  
 6   Parch        418 non-null    int64  
 7   Ticket       418 non-null    object 
 8   Fare         417 non-null    float64
 9   Cabin        91 non-null     object 
 10  Embarked     418 non-null    object 
dtypes: float64(2), int64(4), object(5)
memory usage: 36.0+ KB
None
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<h1 id="2.-Feature-Engineering">2. Feature Engineering<a class="anchor-link" href="#2.-Feature-Engineering">&#182;</a></h1>
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<ul>
<li>Remvoe unnecessary features</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">trainDF</span> <span class="o">=</span> <span class="n">trainDF</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;Name&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">trainDF</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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        vertical-align: middle;
    }

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        vertical-align: top;
    }

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        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>PassengerId</th>
      <th>Survived</th>
      <th>Pclass</th>
      <th>Sex</th>
      <th>Age</th>
      <th>SibSp</th>
      <th>Parch</th>
      <th>Ticket</th>
      <th>Fare</th>
      <th>Cabin</th>
      <th>Embarked</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>1</td>
      <td>0</td>
      <td>3</td>
      <td>male</td>
      <td>22.0</td>
      <td>1</td>
      <td>0</td>
      <td>A/5 21171</td>
      <td>7.2500</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
    <tr>
      <th>1</th>
      <td>2</td>
      <td>1</td>
      <td>1</td>
      <td>female</td>
      <td>38.0</td>
      <td>1</td>
      <td>0</td>
      <td>PC 17599</td>
      <td>71.2833</td>
      <td>C85</td>
      <td>C</td>
    </tr>
    <tr>
      <th>2</th>
      <td>3</td>
      <td>1</td>
      <td>3</td>
      <td>female</td>
      <td>26.0</td>
      <td>0</td>
      <td>0</td>
      <td>STON/O2. 3101282</td>
      <td>7.9250</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
    <tr>
      <th>3</th>
      <td>4</td>
      <td>1</td>
      <td>1</td>
      <td>female</td>
      <td>35.0</td>
      <td>1</td>
      <td>0</td>
      <td>113803</td>
      <td>53.1000</td>
      <td>C123</td>
      <td>S</td>
    </tr>
    <tr>
      <th>4</th>
      <td>5</td>
      <td>0</td>
      <td>3</td>
      <td>male</td>
      <td>35.0</td>
      <td>0</td>
      <td>0</td>
      <td>373450</td>
      <td>8.0500</td>
      <td>NaN</td>
      <td>S</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Remve Cabin</span>

<span class="n">trainDF</span> <span class="o">=</span> <span class="n">trainDF</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;Cabin&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> <span class="c1"># remove from train DF</span>
<span class="n">testDF</span> <span class="o">=</span> <span class="n">testDF</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;Cabin&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> <span class="c1"># remove from test DF</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Remove Ticket</span>

<span class="n">trainDF</span> <span class="o">=</span> <span class="n">trainDF</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;Ticket&#39;</span><span class="p">],</span> <span class="n">axis</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span>
<span class="n">testDF</span> <span class="o">=</span> <span class="n">testDF</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;Ticket&#39;</span><span class="p">],</span> <span class="n">axis</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span> 
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Age Feature</span>

<span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Age&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Age&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Age&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">median</span><span class="p">())</span> <span class="c1"># fill for train DF</span>
<span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;Age&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;Age&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;Age&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">median</span><span class="p">())</span> <span class="c1"># fill for test DF</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Fill to Embarked column NA with S</span>
 
<span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Embarked&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Embarked&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="s1">&#39;S&#39;</span><span class="p">)</span> <span class="c1"># for train DF only</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Fill na with median for Fare feature</span>

<span class="n">testDF</span><span class="p">[</span><span class="s2">&quot;Fare&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">testDF</span><span class="p">[</span><span class="s2">&quot;Fare&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="n">testDF</span><span class="p">[</span><span class="s2">&quot;Fare&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">median</span><span class="p">())</span> <span class="c1"># for test DF only</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># show info of train and test data set by calling function</span>

<span class="n">show_info</span><span class="p">(</span><span class="n">trainDF</span><span class="p">,</span> <span class="n">testDF</span><span class="p">)</span>
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<pre>Information of Training DF----------
&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 891 entries, 0 to 890
Data columns (total 9 columns):
 #   Column       Non-Null Count  Dtype  
---  ------       --------------  -----  
 0   PassengerId  891 non-null    int64  
 1   Survived     891 non-null    int64  
 2   Pclass       891 non-null    int64  
 3   Sex          891 non-null    object 
 4   Age          891 non-null    float64
 5   SibSp        891 non-null    int64  
 6   Parch        891 non-null    int64  
 7   Fare         891 non-null    float64
 8   Embarked     891 non-null    object 
dtypes: float64(2), int64(5), object(2)
memory usage: 62.8+ KB
None


Information of Testing DF----------
&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 418 entries, 0 to 417
Data columns (total 9 columns):
 #   Column       Non-Null Count  Dtype  
---  ------       --------------  -----  
 0   PassengerId  418 non-null    int64  
 1   Pclass       418 non-null    int64  
 2   Name         418 non-null    object 
 3   Sex          418 non-null    object 
 4   Age          418 non-null    float64
 5   SibSp        418 non-null    int64  
 6   Parch        418 non-null    int64  
 7   Fare         418 non-null    float64
 8   Embarked     418 non-null    object 
dtypes: float64(2), int64(4), object(3)
memory usage: 29.5+ KB
None
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<h1 id="3.-Visualization">3. Visualization<a class="anchor-link" href="#3.-Visualization">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Show servived graph</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">10</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>

<span class="n">sns</span><span class="o">.</span><span class="n">countplot</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span><span class="s1">&#39;Survived&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">trainDF</span><span class="p">,</span> <span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Survived Counting&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class=" 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">10</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>

<span class="n">sns</span><span class="o">.</span><span class="n">catplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s2">&quot;Pclass&quot;</span><span class="p">,</span> <span class="n">col</span><span class="o">=</span><span class="s2">&quot;Survived&quot;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">trainDF</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;count&quot;</span><span class="p">);</span>

<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<pre>&lt;Figure size 720x504 with 0 Axes&gt;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#  Pclass wise survived graph </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">10</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>

<span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span> <span class="s1">&#39;Pclass&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;Survived&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">trainDF</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Pclass wise survived &quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class="prompt input_prompt">In&nbsp;[19]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Gender wise Survived graph</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">10</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>


<span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;Sex&#39;</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="s1">&#39;Survived&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span> <span class="n">trainDF</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Sex and Survived Graph&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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QBDmCRJUgGGMEmSpAIMYZIkSQUYwiRJkgowhEmSJBVgCJMkSSrAECZJklSAIUySJKkAQ5gkSVIBhjBJkqQCDGGSJEkFGMIkSZIKMIRJkiQVYAiTJEkqwBAmSZJUgCFMkiSpAEOYJElSAYYwSZKkAgxhkiRJBRjCJEmSCjCESZIkFWAIkyRJKsAQJkmSVIAhTJIkqQBDmCRJUgGGMEmSpAIMYZIkSQUYwiRJkgoY0+TJI2IyMAPoBWZm5ultxw8BLgMW1bsuzcxTm6xJkiSpEzQWwiKiFzgbeDnQD8yJiMsz8+a2pldl5iubqkOSJKkTNTkceQCwIDMXZuZDwCxgaoPXkyRJ2mQ0ORw5Hljcst0PHDhEu+dHxI3AEuDEzJzXYE2SJEkdocmesJ4h9g22bV8P7JqZewNfAL7XYD2SJEkdo8kQ1g/s3LI9gaq36xGZeXdm3lP/PBsYGxE7NFiTJElSR2hyOHIOMDEidgNuB6YBx7Q2iIgdgb9k5mBEHEAVCu9ssCZJkqSO0FhPWGYOACcAVwDzgYsyc15ETI+I6XWzI4Gb6jlhZwHTMrN9yFKSJGnU6Rkc3LQyz8qVqwaXL7+vdBmStF76+sZx26l7li5D6jq7nDyXpUtXbLTr9fWNuw7Yb6hjrpgvSZJUgCFMkiSpAEOYJElSAYYwSZKkAgxhkiRJBRjCJEmSCjCESZIkFWAIkyRJKsAQJkmSVIAhTJIkqQBDmCRJUgGGMEmSpAIMYZIkSQUYwiRJkgoYs6aDEbECGBzueGZuu8ErkiRJ6gJrDGGZOQ4gIk4F/gx8E+gBjgXGNV6dJEnSKLXGENbisMw8sGX7yxFxNfDpBmqSJEka9UYawlZFxLHALKrhyaOBVY1VJUmSNMqNdGL+McDrgL/UX6+t90mSJGkdjKgnLDNvAaY2W4okSVL3GFFPWETsHhE/iYib6u29IuLDzZYmSZI0eo10OPKrwAeBlQCZ+XtgWlNFSZIkjXYjDWFbZeY1bfsGNnQxkiRJ3WKkIWxZRDyDeuHWiDgSuKOxqiRJkka5kS5R8U7gXGCPiLgdWES1YKskSZLWwUhD2K2Z+bKI2BrYLDNXNFmUJEnSaDfS4chFEXEu8M/APQ3WI0mS1BVGGsIC+DHVsOSiiPhiRBzUXFmSJEmj20gXa70fuAi4KCKeCMwArgR6G6xNkiRp1BrpnDAi4mDgKGAKMIfqNkaSJElaByMKYRGxCLiBqjfsfZl5b6NVSZIkjXIj7QnbOzPvbrQSSZKkLrLGEBYR/5GZnwY+HhGD7ccz892NVSZJkjSKra0nbH79/dqmC5EkSeomawxhmfn9+sffZ+bvNkI9kiRJXWGkc8LOiIinARcDszJzXoM1SZIkjXojWqw1M18MHAIsBc6NiLkR8eEmC5MkSRrNRrpiPpn558w8C5hOtVzFyWt7TERMjoiMiAUR8YE1tNs/IlZFxJEjrUeSJGlTNtJ1wp5FtVDrkcCdwCzgvWt5TC9wNvByoB+YExGXZ+bNQ7T7FHDF465ekiRpEzXSOWHnARcCh2bmkhE+5gBgQWYuBIiIWcBU4Oa2du8CLgH2H+F5JUmSNnlrDWF1T9WfMnPG4zz3eGBxy3Y/cGDbuccDRwAvwRAmSZK6yFrnhGXmKuDJEbH54zx3zxD72hd8PRN4f30NSZKkrjHS4chbgV9FxOXAI/eNzMwz1vCYfmDnlu0JQPtQ5n7ArIgA2AE4PCIGMvN7I6xLkiRpkzTSELak/toMGDfCx8wBJkbEbsDtwDTgmNYGmbnb6p8j4nzgBwYwSZLUDUYUwjLzlMd74swciIgTqD712At8LTPnRcT0+vg5j/eckiRJo8VIl6j4GY+dz0VmvmRNj8vM2cDstn1Dhq/MPH4ktUiSJI0GIx2OPLHl5y2A1wADG74cSZKk7jDS4cjr2nb9KiKubKAeSZKkrjDS4cgntWxuRvWpxh0bqUiSJKkLjHQ48jr+MSdsALgFeHMTBUmSJHWDNYawiNgfWLx6KYmIeAPVfLBbeOzthyRJkjRCa1sx/yvAQwAR8SLgk8DXgb8D5zZbmiRJ0ui1tuHI3sy8q/75KODczLwEuCQibmi2NEmSpNFrbT1hvRGxOqi9FPhpy7GRzieTJElSm7UFqQuBKyNiGXA/cBVARDyTakhSkiRJ62CNPWGZ+XHgvcD5wEGZufoTkpsB72q2NEmSpNFrrUOKmfnbIfb9sZlyJEmSusPa5oRJkiSpAYYwSZKkAgxhkiRJBRjCJEmSCjCESZIkFWAIkyRJKsAQJkmSVIAhTJIkqQBDmCRJUgGGMEmSpAIMYZIkSQUYwiRJkgowhEmSJBVgCJMkSSrAECZJklSAIUySJKkAQ5gkSVIBhjBJkqQCDGGSJEkFGMIkSZIKMIRJkiQVYAiTJEkqwBAmSZJUgCFMkiSpAEOYJElSAYYwSZKkAsY0efKImAzMAHqBmZl5etvxqcBpwMPAAPCezPxlkzVJkiR1gsZ6wiKiFzgbmAJMAo6OiEltzX4C7J2Z+wBvAmY2VY8kSVInabIn7ABgQWYuBIiIWcBU4ObVDTLznpb2WwODDdYjSZLUMZoMYeOBxS3b/cCB7Y0i4gjgk8BTgFc0WI8kSVLHaHJifs8Q+x7T05WZ383MPYBXU80PkyRJGvWaDGH9wM4t2xOAJcM1zsxfAM+IiB0arEmSJKkjNDkcOQeYGBG7AbcD04BjWhtExDOBP2XmYETsC2wO3NlgTZIkSR2hsZ6wzBwATgCuAOYDF2XmvIiYHhHT62avAW6KiBuoPkl5VGY6OV+SJI16PYODm1bmWbly1eDy5feVLkOS1ktf3zhuO3XP0mVIXWeXk+eydOmKjXa9vr5x1wH7DXXMFfMlSZIKMIRJkiQVYAiTJEkqwBAmSZJUgCFMkiSpAEOYJElSAYYwSZKkAgxhkiRJBRjCJEmSCjCESZIkFWAIkyRJKsAQJkmSVIAhTJIkqQBDmCRJUgGGMEmSpAIMYZIkSQUYwiRJkgowhEmSJBVgCJMkSSrAECZJklSAIUySJKkAQ5gkSVIBhjBJkqQCDGGSJEkFGMIkSZIKMIRJkiQVYAiTJEkqwBAmSZJUgCFMkiSpAEOYRq3rr7+WU045ieuvv7Z0KZIkPcaY0gVITbn44gtYtGghDzxwP/vuu1/pciRJehR7wjRq3X//A4/6LklSJzGESZIkFWAIkyRJKsAQJkmSVIAhTJIkqYBGPx0ZEZOBGUAvMDMzT287fizw/nrzHuDtmXljkzVJkiR1gsZ6wiKiFzgbmAJMAo6OiEltzRYBB2fmXsBpwLlN1SNJktRJmuwJOwBYkJkLASJiFjAVuHl1g8z8dUv73wITGqxHkiSpYzQ5J2w8sLhlu7/eN5w3A/+vwXokSZI6RpM9YT1D7BscqmFEvJgqhB3UYD2SJEkdo8kQ1g/s3LI9AVjS3igi9gJmAlMy884G65EkSeoYTYawOcDEiNgNuB2YBhzT2iAidgEuBY7LzD82WIskSVJHaWxOWGYOACcAVwDzgYsyc15ETI+I6XWzk4EnA1+KiBsi4tqm6pEkSeokja4Tlpmzgdlt+85p+fktwFuarGF9bbPtFmz5hLGly9A66O3teeR7X9+4wtXo8br/wZXcc7c3X5c0ejUawkaDLZ8wlue97xuly9A6GLdsBb3AbctW+DvcBF33mddzD4YwSaOXty2SJEkqwBAmSZJUgCFMkiSpAEOYJElSAYYwSZKkAgxhkiRJBRjCJEmSCjCESZIkFWAIkyRJKsAQJkmSVIAhTJIkqQBDmCRJUgGGMEmSpAIMYRq1Bjcb86jvkiR1EkOYRq0HdnouK7fZkQd2em7pUiRJegy7CDRqDWw3gYHtJpQuQ5KkIdkTJkmSVIAhTJIkqQBDmCRJUgGGMEmSpAIMYZIkSQUYwiRJkgowhEmSJBVgCJMkSSrAECZJklSAIUySJKkAQ5gkSVIBhjBJkqQCDGGSJEkFGMIkSZIKMIRJkiQVYAiTJEkqwBAmSZJUgCFMkiSpAEOYJElSAYYwSZKkAsY0efKImAzMAHqBmZl5etvxPYDzgH2BkzLzs03WI0mS1Cka6wmLiF7gbGAKMAk4OiImtTW7C3g3YPiSJEldpcnhyAOABZm5MDMfAmYBU1sbZOZfM3MOsLLBOiRJkjpOkyFsPLC4Zbu/3idJktT1mgxhPUPsG2zwepIkSZuMJkNYP7Bzy/YEYEmD15MkSdpkNPnpyDnAxIjYDbgdmAYc0+D1JEmSNhmNhbDMHIiIE4ArqJao+FpmzouI6fXxcyJiR+BaYFvg4Yh4DzApM+9uqi5JkqRO0Og6YZk5G5jdtu+clp//TDVMKUmS1FVcMV+SJKkAQ5gkSVIBhjBJkqQCDGGSJEkFGMIkSZIKMIRJkiQVYAiTJEkqwBAmSZJUgCFMkiSpAEOYJElSAYYwSZKkAgxhkiRJBRjCJEmSCjCESZIkFWAIkyRJKsAQJkmSVIAhTJIkqQBDmCRJUgGGMEmSpAIMYZIkSQUYwiRJkgowhEmSJBVgCJMkSSrAECZJklSAIUySJKkAQ5gkSVIBhjBJkqQCDGGSJEkFGMIkSZIKMIRJkiQVYAiTJEkqwBAmSZJUgCFMkiSpAEOYJElSAYYwSZKkAgxhkiRJBRjCJEmSChjT5MkjYjIwA+gFZmbm6W3He+rjhwP3Acdn5vVN1iRJktQJGusJi4he4GxgCjAJODoiJrU1mwJMrL/eCny5qXokSZI6SZPDkQcACzJzYWY+BMwCpra1mQp8IzMHM/O3wPYR8bQGa5IkSeoITQ5HjgcWt2z3AweOoM144I7hTjp2bO+yvr5xt26oIkfius+8fmNeTlKtr29c6RIatcvJc0uXIHWljfzesutwB5oMYT1D7Btchzbt+tatHEmSpM7R5HBkP7Bzy/YEYMk6tJEkSRp1muwJmwNMjIjdgNuBacAxbW0uB06IiFlUQ5V/z8xhhyIlSZJGi8Z6wjJzADgBuAKYD1yUmfMiYnpETK+bzQYWAguArwLvaKoeSZKkTtIzOLi2KViSJEna0FwxX5IkqQBDmCRJUgGGMHWNiDgkIn5Qug5J5UXEuyNifkR8u6HzfzQiTmzi3Bo9Gr13pCRJHeodwJTMXFS6EHUvQ5g2KRHxdOBHwC+BfwZuBM4DTgGeAhxbNz0T2BK4H3hjZmbbebYGvgDsSfX/wUcz87KN8BQkFRYR5wD/BFxeL5H0DNreCyLieODVQC/wHOBzwObAccCDwOGZeVdE/BvVvY83p/qk/3GZeV/b9Z5BdS/lPuA+4N8y8w+NP1F1PIcjtSl6JjAD2AvYg2r9uYOAE4EPAX8AXpSZzwVOBj4xxDlOAn6amfsDLwY+UwczSaNcZk6nWhj8xcDWDP9e8Byq95cDgI8D99XvK78BVt/P7tLM3D8z96ZajunNQ1zyXOBdmfk8qvepLzXzzLSpsSdMm6JFmTkXICLmAT/JzMGImAs8HdgO+HpETKS6DdbYIc5xKPCqljkbWwC7UL2JSuoew70XAPwsM1cAKyLi78D36/1zqf4RCPCciPgYsD2wDdXamI+IiG2AFwAXR8Tq3U9o4olo02MI06bowZafH27Zfpjqv+nTqN48j6iHL38+xDl6gNe0D1NK6jpDvhdExIGs/b0G4Hzg1Zl5Yz2EeUjb+TcDlmfmPhu2bI0GDkdqNNqO6lZZAMcP0+YK4F0R0QMQEc/dCHVJ6jzr+14wDrgjIsbyjzmpj8jMu4FFEfHa+vw9EbH3etasUcIQptHo08AnI+JXVJNqh3Ia1TDl7yPipnpbUvdZ3/eCjwBXA/9DNR91KMcCb46IG4F5wNR1rFWjjLctkiRJKsCeMEmSpAIMYZIkSQUYwiRJkgowhEmSJBVgCJMkSSrAxVoldY2IOInqNjSrqBbcfFtmXl22Kkndyp4wSV0hIp4PvBLYNzP3Al4GLC5blaRuZk+YpG7xNGBZZj4IkJnLACLiecAZVPf9W0Z1l4X7gGuAV2VmRsSFVDd5/mqJwiWNTi7WKqkr1DdS/iWwFfBj4L+AXwNXAlMzc2lEHAUclplvioiXA6cCM4DjM3NyodIljVKGMEldIyJ6gRcCLwbeBnwM+ASwsG7SC9yRmYfW7c8FXgPsnZn9G79iSTCDJwUAAAC0SURBVKOZIUxSV4qII4F3Altk5vOHOL4ZVS/ZbsDhmfn7jVyipFHOifmSukJUJrbs2geYD/TVk/aJiLER8ez6+L/Xx48GvhYRYzdqwZJGPXvCJHWFegL+F4DtgQFgAfBWYAJwFrAd1YeVzqTqAbsMOCAzV0TEGcCKzPzPErVLGp0MYZIkSQU4HClJklSAIUySJKkAQ5gkSVIBhjBJkqQCDGGSJEkFGMIkSZIKMIRJkiQV8P8Bfi/xG7dUcGcAAAAASUVORK5CYII=
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Parch and Survived Bar graph</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">10</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>

<span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="s1">&#39;Parch&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span> <span class="s1">&#39;Survived&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span> <span class="n">trainDF</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Parch and Survived Graph&quot;</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Embarked and Survived bar Graph</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">10</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>

<span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span> <span class="s1">&#39;Embarked&#39;</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="s1">&#39;Survived&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span> <span class="n">trainDF</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Embarked and Survived Graph&quot;</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># heatmap show</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">10</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>
<span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">trainDF</span><span class="o">.</span><span class="n">corr</span><span class="p">(),</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;Greens&#39;</span><span class="p">,</span> <span class="n">linewidths</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">annot</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">fmt</span><span class="o">=</span><span class="s1">&#39;.1f&#39;</span><span class="p">)</span>

<span class="n">fig</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">gcf</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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>
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</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[23]:</div>
<div class="inner_cell">
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># show the info</span>
<span class="n">show_info</span><span class="p">(</span><span class="n">trainDF</span><span class="p">,</span> <span class="n">testDF</span><span class="p">)</span>
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<pre>Information of Training DF----------
&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 891 entries, 0 to 890
Data columns (total 9 columns):
 #   Column       Non-Null Count  Dtype  
---  ------       --------------  -----  
 0   PassengerId  891 non-null    int64  
 1   Survived     891 non-null    int64  
 2   Pclass       891 non-null    int64  
 3   Sex          891 non-null    object 
 4   Age          891 non-null    float64
 5   SibSp        891 non-null    int64  
 6   Parch        891 non-null    int64  
 7   Fare         891 non-null    float64
 8   Embarked     891 non-null    object 
dtypes: float64(2), int64(5), object(2)
memory usage: 62.8+ KB
None


Information of Testing DF----------
&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 418 entries, 0 to 417
Data columns (total 9 columns):
 #   Column       Non-Null Count  Dtype  
---  ------       --------------  -----  
 0   PassengerId  418 non-null    int64  
 1   Pclass       418 non-null    int64  
 2   Name         418 non-null    object 
 3   Sex          418 non-null    object 
 4   Age          418 non-null    float64
 5   SibSp        418 non-null    int64  
 6   Parch        418 non-null    int64  
 7   Fare         418 non-null    float64
 8   Embarked     418 non-null    object 
dtypes: float64(2), int64(4), object(3)
memory usage: 29.5+ KB
None
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Convert sex object values to numeric male=1 and female=0, for both train and test DF</span>

<span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Sex&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Sex&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">({</span><span class="s1">&#39;male&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;female&#39;</span><span class="p">:</span> <span class="mi">0</span><span class="p">})</span>
<span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;Sex&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;Sex&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">({</span><span class="s1">&#39;male&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;female&#39;</span><span class="p">:</span> <span class="mi">0</span><span class="p">})</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># count values for Embarked</span>
<span class="nb">print</span><span class="p">(</span><span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;Embarked&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">())</span>
<span class="nb">print</span><span class="p">(</span><span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Embarked&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">())</span>
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<pre>S    270
C    102
Q     46
Name: Embarked, dtype: int64
S    646
C    168
Q     77
Name: Embarked, dtype: int64
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#  Now, Replace with alphabets to Numbers, for both train and test DF</span>

<span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Embarked&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Embarked&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">({</span><span class="s1">&#39;C&#39;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span> <span class="s1">&#39;S&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;Q&#39;</span><span class="p">:</span> <span class="mi">2</span><span class="p">})</span>
<span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;Embarked&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;Embarked&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">({</span><span class="s1">&#39;C&#39;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span> <span class="s1">&#39;S&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s1">&#39;Q&#39;</span><span class="p">:</span> <span class="mi">2</span><span class="p">})</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">trainDF</span><span class="o">.</span><span class="n">head</span><span class="p">())</span>
<span class="nb">print</span><span class="p">(</span><span class="n">testDF</span><span class="o">.</span><span class="n">head</span><span class="p">())</span>
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<pre>   PassengerId  Survived  Pclass  Sex   Age  SibSp  Parch     Fare  Embarked
0            1         0       3    1  22.0      1      0   7.2500         1
1            2         1       1    0  38.0      1      0  71.2833         0
2            3         1       3    0  26.0      0      0   7.9250         1
3            4         1       1    0  35.0      1      0  53.1000         1
4            5         0       3    1  35.0      0      0   8.0500         1
   PassengerId  Pclass                                          Name  Sex  \
0          892       3                              Kelly, Mr. James    1   
1          893       3              Wilkes, Mrs. James (Ellen Needs)    0   
2          894       2                     Myles, Mr. Thomas Francis    1   
3          895       3                              Wirz, Mr. Albert    1   
4          896       3  Hirvonen, Mrs. Alexander (Helga E Lindqvist)    0   

    Age  SibSp  Parch     Fare  Embarked  
0  34.5      0      0   7.8292         2  
1  47.0      1      0   7.0000         1  
2  62.0      0      0   9.6875         2  
3  27.0      0      0   8.6625         1  
4  22.0      1      1  12.2875         1  
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<h1 id="4.-Model-Prediction">4. Model Prediction<a class="anchor-link" href="#4.-Model-Prediction">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Set Prediction value</span>

<span class="n">X_train</span> <span class="o">=</span> <span class="n">trainDF</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;PassengerId&#39;</span><span class="p">,</span> <span class="s1">&#39;Survived&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">y_train</span> <span class="o">=</span> <span class="n">trainDF</span><span class="p">[</span><span class="s1">&#39;Survived&#39;</span><span class="p">]</span>
<span class="n">X_test</span> <span class="o">=</span> <span class="n">testDF</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;PassengerId&#39;</span><span class="p">,</span> <span class="s1">&#39;Name&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">X_train</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">y_train</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">X_test</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
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<pre>(891, 7)
(891,)
(418, 7)
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Load Model</span>
<span class="kn">from</span> <span class="nn">sklearn.tree</span> <span class="kn">import</span> <span class="n">DecisionTreeClassifier</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">model</span> <span class="o">=</span> <span class="n">DecisionTreeClassifier</span><span class="p">()</span>
<span class="n">model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
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<pre>DecisionTreeClassifier()</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># To predict our model</span>

<span class="n">pred</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
<span class="n">pred</span><span class="o">.</span><span class="n">shape</span>
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<pre>(418,)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># show prediction</span>

<span class="n">accu</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span> <span class="c1"># model accuracy</span>
<span class="nb">print</span><span class="p">(</span> <span class="s2">&quot;Model Prediction Score&quot;</span><span class="p">,</span> <span class="p">(</span><span class="n">accu</span> <span class="o">*</span> <span class="mi">100</span><span class="p">)</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="mi">2</span><span class="p">))</span>
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<pre>Model Prediction Score 97.98
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<h1 id="5.-Model-Submission">5. Model Submission<a class="anchor-link" href="#5.-Model-Submission">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">dict</span> <span class="o">=</span> <span class="p">{</span>
    <span class="s1">&#39;PassengerId&#39;</span> <span class="p">:</span> <span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;PassengerId&#39;</span><span class="p">],</span>
    <span class="s1">&#39;Survived&#39;</span> <span class="p">:</span> <span class="n">pred</span>
<span class="p">}</span>

<span class="n">new_submission</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="p">)</span>
<span class="n">new_submission</span><span class="o">.</span><span class="n">shape</span>
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<pre>(418, 2)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Generate Submission File</span>
<span class="c1"># new_submission.to_csv(&#39;./my_new_submission.csv&#39;, index=False)</span>
<span class="c1"># print(&quot;Submission Successfully Saved...&quot;)</span>
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<ul>
<li>Other Machine learning scores calculating.</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Import other Models Classes</span>

<span class="kn">from</span> <span class="nn">sklearn.tree</span> <span class="kn">import</span> <span class="n">DecisionTreeClassifier</span>

<span class="kn">from</span> <span class="nn">sklearn.ensemble</span> <span class="kn">import</span> <span class="n">RandomForestClassifier</span>

<span class="kn">from</span> <span class="nn">sklearn.linear_model</span> <span class="kn">import</span> <span class="n">LogisticRegression</span>

<span class="kn">from</span> <span class="nn">sklearn.svm</span> <span class="kn">import</span> <span class="n">SVC</span><span class="p">,</span> <span class="n">LinearSVC</span>

<span class="kn">from</span> <span class="nn">sklearn.naive_bayes</span> <span class="kn">import</span> <span class="n">GaussianNB</span>

<span class="kn">from</span> <span class="nn">sklearn.linear_model</span> <span class="kn">import</span> <span class="n">SGDClassifier</span>

<span class="kn">from</span> <span class="nn">sklearn.neighbors</span> <span class="kn">import</span> <span class="n">KNeighborsClassifier</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">model_wise_predict</span><span class="p">(</span><span class="n">models</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot; </span>
<span class="sd">    Model Predictions</span>
<span class="sd">    </span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="n">ans_score</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">mdl</span><span class="p">,</span> <span class="n">filename</span> <span class="ow">in</span> <span class="n">models</span><span class="p">:</span>
        <span class="n">m</span> <span class="o">=</span> <span class="n">mdl</span>
        <span class="n">m</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
        <span class="n">pred</span> <span class="o">=</span> <span class="n">m</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
        <span class="n">m_accuracy</span> <span class="o">=</span> <span class="n">m</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
        <span class="n">ans_score</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">m_accuracy</span><span class="o">*</span><span class="mi">100</span><span class="p">)</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="mi">2</span><span class="p">))</span>
        
        <span class="nb">dict</span> <span class="o">=</span> <span class="p">{</span>
            <span class="s1">&#39;PassengerId&#39;</span> <span class="p">:</span> <span class="n">testDF</span><span class="p">[</span><span class="s1">&#39;PassengerId&#39;</span><span class="p">],</span>
            <span class="s1">&#39;Survived&#39;</span> <span class="p">:</span> <span class="n">pred</span>
        <span class="p">}</span>
        <span class="n">new_submission</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="p">)</span>
        <span class="n">new_submission</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">ans_score</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#  Using DecisionTreeClassifier Model</span>

<span class="c1">#  make list of Models</span>
<span class="n">models</span> <span class="o">=</span> <span class="p">[</span>
    <span class="p">(</span><span class="n">DecisionTreeClassifier</span><span class="p">(),</span> <span class="s1">&#39;DTC_submission.csv&#39;</span><span class="p">),</span>
    <span class="p">(</span><span class="n">RandomForestClassifier</span><span class="p">(),</span> <span class="s1">&#39;RFC_submission.csv&#39;</span><span class="p">),</span>
    <span class="p">(</span><span class="n">LogisticRegression</span><span class="p">(),</span> <span class="s1">&#39;LR_submission.csv&#39;</span><span class="p">),</span>
    <span class="p">(</span><span class="n">LinearSVC</span><span class="p">(),</span> <span class="s1">&#39;SVC_submission.csv&#39;</span><span class="p">),</span>
    <span class="p">(</span><span class="n">GaussianNB</span><span class="p">(),</span> <span class="s1">&#39;GNB_submission.csv&#39;</span><span class="p">),</span>
    <span class="p">(</span><span class="n">SGDClassifier</span><span class="p">(),</span> <span class="s1">&#39;SGD_submission.csv&#39;</span><span class="p">),</span>
    <span class="p">(</span><span class="n">KNeighborsClassifier</span><span class="p">(),</span> <span class="s1">&#39;KNC_submission.csv&#39;</span><span class="p">)</span>
<span class="p">]</span>

<span class="n">data</span> <span class="o">=</span> <span class="n">model_wise_predict</span><span class="p">(</span><span class="n">models</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;scores are&quot;</span><span class="p">,</span> <span class="n">data</span><span class="p">)</span>
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<pre>scores are [97.98, 97.98, 79.69, 76.99, 79.12, 73.4, 80.7]
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">list_model_name</span> <span class="o">=</span> <span class="p">[</span>
    <span class="s1">&#39;DecisionTreeClassifier&#39;</span><span class="p">,</span>
    <span class="s1">&#39;RandomForestClassifier&#39;</span><span class="p">,</span>
    <span class="s1">&#39;LogisticRegression&#39;</span><span class="p">,</span> 
    <span class="s1">&#39;LinearSVC&#39;</span><span class="p">,</span>
    <span class="s1">&#39;GaussianNB&#39;</span><span class="p">,</span>
    <span class="s1">&#39;SGDClassifier&#39;</span><span class="p">,</span> 
    <span class="s1">&#39;KNeighborsClassifier&#39;</span>
<span class="p">]</span>
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<h1 id="Prediction-Dashboard">Prediction Dashboard<a class="anchor-link" href="#Prediction-Dashboard">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">modelDF</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">({</span><span class="s2">&quot;Model_Name&quot;</span> <span class="p">:</span> <span class="n">list_model_name</span><span class="p">,</span> <span class="s2">&quot;Pred_Score&quot;</span><span class="p">:</span> <span class="n">data</span><span class="p">})</span>
<span class="n">modelDF</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="s1">&#39;Pred_Score&#39;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="n">modelDF</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Model_Name</th>
      <th>Pred_Score</th>
    </tr>
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  <tbody>
    <tr>
      <th>0</th>
      <td>DecisionTreeClassifier</td>
      <td>97.98</td>
    </tr>
    <tr>
      <th>1</th>
      <td>RandomForestClassifier</td>
      <td>97.98</td>
    </tr>
    <tr>
      <th>2</th>
      <td>LogisticRegression</td>
      <td>79.69</td>
    </tr>
    <tr>
      <th>3</th>
      <td>LinearSVC</td>
      <td>76.99</td>
    </tr>
    <tr>
      <th>4</th>
      <td>GaussianNB</td>
      <td>79.12</td>
    </tr>
    <tr>
      <th>5</th>
      <td>SGDClassifier</td>
      <td>73.40</td>
    </tr>
    <tr>
      <th>6</th>
      <td>KNeighborsClassifier</td>
      <td>80.70</td>
    </tr>
  </tbody>
</table>
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