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  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: thin dotted;
  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: thin dotted;
  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: thin dotted;
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

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

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#login_widget {
  float: right;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
ul#tabs {
  margin-bottom: 4px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: baseline;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
#tree-selector {
  padding-right: 0px;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
.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;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  /* 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;
}
@-moz-document url-prefix() {
  div.inner_cell {
    overflow-x: hidden;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  padding: 0.4em;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 20ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  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;
}
.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;
}
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;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  display: none;
}
.command-shortcut:before {
  content: "(command)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
#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;
}
#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 {
  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-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.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-bold { font-weight: bold; }

    </style>


<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}

@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="file:///home/dar/Downloads/custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="./report_files/MathJax.js"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config;executed=true">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --><style type="text/css">.MathJax_Hover_Frame {border-radius: .25em; -webkit-border-radius: .25em; -moz-border-radius: .25em; -khtml-border-radius: .25em; box-shadow: 0px 0px 15px #83A; -webkit-box-shadow: 0px 0px 15px #83A; -moz-box-shadow: 0px 0px 15px #83A; -khtml-box-shadow: 0px 0px 15px #83A; border: 1px solid #A6D ! important; display: inline-block; position: absolute}
.MathJax_Menu_Button .MathJax_Hover_Arrow {position: absolute; cursor: pointer; display: inline-block; border: 2px solid #AAA; border-radius: 4px; -webkit-border-radius: 4px; -moz-border-radius: 4px; -khtml-border-radius: 4px; font-family: 'Courier New',Courier; font-size: 9px; color: #F0F0F0}
.MathJax_Menu_Button .MathJax_Hover_Arrow span {display: block; background-color: #AAA; border: 1px solid; border-radius: 3px; line-height: 0; padding: 4px}
.MathJax_Hover_Arrow:hover {color: white!important; border: 2px solid #CCC!important}
.MathJax_Hover_Arrow:hover span {background-color: #CCC!important}
</style><style type="text/css">#MathJax_About {position: fixed; left: 50%; width: auto; text-align: center; border: 3px outset; padding: 1em 2em; background-color: #DDDDDD; color: black; cursor: default; font-family: message-box; font-size: 120%; font-style: normal; text-indent: 0; text-transform: none; line-height: normal; letter-spacing: normal; word-spacing: normal; word-wrap: normal; white-space: nowrap; float: none; z-index: 201; border-radius: 15px; -webkit-border-radius: 15px; -moz-border-radius: 15px; -khtml-border-radius: 15px; box-shadow: 0px 10px 20px #808080; -webkit-box-shadow: 0px 10px 20px #808080; -moz-box-shadow: 0px 10px 20px #808080; -khtml-box-shadow: 0px 10px 20px #808080; filter: progid:DXImageTransform.Microsoft.dropshadow(OffX=2, OffY=2, Color='gray', Positive='true')}
#MathJax_About.MathJax_MousePost {outline: none}
.MathJax_Menu {position: absolute; background-color: white; color: black; width: auto; padding: 5px 0px; border: 1px solid #CCCCCC; margin: 0; cursor: default; font: menu; text-align: left; text-indent: 0; text-transform: none; line-height: normal; letter-spacing: normal; word-spacing: normal; word-wrap: normal; white-space: nowrap; float: none; z-index: 201; border-radius: 5px; -webkit-border-radius: 5px; -moz-border-radius: 5px; -khtml-border-radius: 5px; box-shadow: 0px 10px 20px #808080; -webkit-box-shadow: 0px 10px 20px #808080; -moz-box-shadow: 0px 10px 20px #808080; -khtml-box-shadow: 0px 10px 20px #808080; filter: progid:DXImageTransform.Microsoft.dropshadow(OffX=2, OffY=2, Color='gray', Positive='true')}
.MathJax_MenuItem {padding: 1px 2em; background: transparent}
.MathJax_MenuArrow {position: absolute; right: .5em; padding-top: .25em; color: #666666; font-size: .75em}
.MathJax_MenuActive .MathJax_MenuArrow {color: white}
.MathJax_MenuArrow.RTL {left: .5em; right: auto}
.MathJax_MenuCheck {position: absolute; left: .7em}
.MathJax_MenuCheck.RTL {right: .7em; left: auto}
.MathJax_MenuRadioCheck {position: absolute; left: .7em}
.MathJax_MenuRadioCheck.RTL {right: .7em; left: auto}
.MathJax_MenuLabel {padding: 1px 2em 3px 1.33em; font-style: italic}
.MathJax_MenuRule {border-top: 1px solid #DDDDDD; margin: 4px 3px}
.MathJax_MenuDisabled {color: GrayText}
.MathJax_MenuActive {background-color: #606872; color: white}
.MathJax_MenuDisabled:focus, .MathJax_MenuLabel:focus {background-color: #E8E8E8}
.MathJax_ContextMenu:focus {outline: none}
.MathJax_ContextMenu .MathJax_MenuItem:focus {outline: none}
#MathJax_AboutClose {top: .2em; right: .2em}
.MathJax_Menu .MathJax_MenuClose {top: -10px; left: -10px}
.MathJax_MenuClose {position: absolute; cursor: pointer; display: inline-block; border: 2px solid #AAA; border-radius: 18px; -webkit-border-radius: 18px; -moz-border-radius: 18px; -khtml-border-radius: 18px; font-family: 'Courier New',Courier; font-size: 24px; color: #F0F0F0}
.MathJax_MenuClose span {display: block; background-color: #AAA; border: 1.5px solid; border-radius: 18px; -webkit-border-radius: 18px; -moz-border-radius: 18px; -khtml-border-radius: 18px; line-height: 0; padding: 8px 0 6px}
.MathJax_MenuClose:hover {color: white!important; border: 2px solid #CCC!important}
.MathJax_MenuClose:hover span {background-color: #CCC!important}
.MathJax_MenuClose:hover:focus {outline: none}
</style><style type="text/css">.MathJax_Preview .MJXf-math {color: inherit!important}
</style><style type="text/css">.MJX_Assistive_MathML {position: absolute!important; top: 0; left: 0; clip: rect(1px, 1px, 1px, 1px); padding: 1px 0 0 0!important; border: 0!important; height: 1px!important; width: 1px!important; overflow: hidden!important; display: block!important; -webkit-touch-callout: none; -webkit-user-select: none; -khtml-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none}
.MJX_Assistive_MathML.MJX_Assistive_MathML_Block {width: 100%!important}
</style><style type="text/css">#MathJax_Zoom {position: absolute; background-color: #F0F0F0; overflow: auto; display: block; z-index: 301; padding: .5em; border: 1px solid black; margin: 0; font-weight: normal; font-style: normal; text-align: left; text-indent: 0; text-transform: none; line-height: normal; letter-spacing: normal; word-spacing: normal; word-wrap: normal; white-space: nowrap; float: none; -webkit-box-sizing: content-box; -moz-box-sizing: content-box; box-sizing: content-box; box-shadow: 5px 5px 15px #AAAAAA; -webkit-box-shadow: 5px 5px 15px #AAAAAA; -moz-box-shadow: 5px 5px 15px #AAAAAA; -khtml-box-shadow: 5px 5px 15px #AAAAAA; filter: progid:DXImageTransform.Microsoft.dropshadow(OffX=2, OffY=2, Color='gray', Positive='true')}
#MathJax_ZoomOverlay {position: absolute; left: 0; top: 0; z-index: 300; display: inline-block; width: 100%; height: 100%; border: 0; padding: 0; margin: 0; background-color: white; opacity: 0; filter: alpha(opacity=0)}
#MathJax_ZoomFrame {position: relative; display: inline-block; height: 0; width: 0}
#MathJax_ZoomEventTrap {position: absolute; left: 0; top: 0; z-index: 302; display: inline-block; border: 0; padding: 0; margin: 0; background-color: white; opacity: 0; filter: alpha(opacity=0)}
</style><style type="text/css">.MathJax_Preview {color: #888}
#MathJax_Message {position: fixed; left: 1em; bottom: 1.5em; background-color: #E6E6E6; border: 1px solid #959595; margin: 0px; padding: 2px 8px; z-index: 102; color: black; font-size: 80%; width: auto; white-space: nowrap}
#MathJax_MSIE_Frame {position: absolute; top: 0; left: 0; width: 0px; z-index: 101; border: 0px; margin: 0px; padding: 0px}
.MathJax_Error {color: #CC0000; font-style: italic}
</style><style type="text/css">.MJXp-script {font-size: .8em}
.MJXp-right {-webkit-transform-origin: right; -moz-transform-origin: right; -ms-transform-origin: right; -o-transform-origin: right; transform-origin: right}
.MJXp-bold {font-weight: bold}
.MJXp-italic {font-style: italic}
.MJXp-scr {font-family: MathJax_Script,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-frak {font-family: MathJax_Fraktur,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-sf {font-family: MathJax_SansSerif,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-cal {font-family: MathJax_Caligraphic,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-mono {font-family: MathJax_Typewriter,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-largeop {font-size: 150%}
.MJXp-largeop.MJXp-int {vertical-align: -.2em}
.MJXp-math {display: inline-block; line-height: 1.2; text-indent: 0; font-family: 'Times New Roman',Times,STIXGeneral,serif; white-space: nowrap; border-collapse: collapse}
.MJXp-display {display: block; text-align: center; margin: 1em 0}
.MJXp-math span {display: inline-block}
.MJXp-box {display: block!important; text-align: center}
.MJXp-box:after {content: " "}
.MJXp-rule {display: block!important; margin-top: .1em}
.MJXp-char {display: block!important}
.MJXp-mo {margin: 0 .15em}
.MJXp-mfrac {margin: 0 .125em; vertical-align: .25em}
.MJXp-denom {display: inline-table!important; width: 100%}
.MJXp-denom > * {display: table-row!important}
.MJXp-surd {vertical-align: top}
.MJXp-surd > * {display: block!important}
.MJXp-script-box > *  {display: table!important; height: 50%}
.MJXp-script-box > * > * {display: table-cell!important; vertical-align: top}
.MJXp-script-box > *:last-child > * {vertical-align: bottom}
.MJXp-script-box > * > * > * {display: block!important}
.MJXp-mphantom {visibility: hidden}
.MJXp-munderover {display: inline-table!important}
.MJXp-over {display: inline-block!important; text-align: center}
.MJXp-over > * {display: block!important}
.MJXp-munderover > * {display: table-row!important}
.MJXp-mtable {vertical-align: .25em; margin: 0 .125em}
.MJXp-mtable > * {display: inline-table!important; vertical-align: middle}
.MJXp-mtr {display: table-row!important}
.MJXp-mtd {display: table-cell!important; text-align: center; padding: .5em 0 0 .5em}
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<h1 id="Machine-Learning-Engineer-Nanodegree">Machine Learning Engineer Nanodegree<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Machine-Learning-Engineer-Nanodegree">¶</a></h1><h2 id="Introduction-and-Foundations">Introduction and Foundations<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Introduction-and-Foundations">¶</a></h2><h2 id="Project:-Titanic-Survival-Exploration">Project: Titanic Survival Exploration<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Project:-Titanic-Survival-Exploration">¶</a></h2><p>In 1912, the ship RMS Titanic struck an iceberg on its maiden voyage and sank, resulting in the deaths of most of its passengers and crew. In this introductory project, we will explore a subset of the RMS Titanic passenger manifest to determine which features best predict whether someone survived or did not survive. To complete this project, you will need to implement several conditional predictions and answer the questions below. Your project submission will be evaluated based on the completion of the code and your responses to the questions.</p>
<blockquote><p><strong>Tip:</strong> Quoted sections like this will provide helpful instructions on how to navigate and use an iPython notebook.</p>
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<h1 id="Getting-Started">Getting Started<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Getting-Started">¶</a></h1><p>To begin working with the RMS Titanic passenger data, we'll first need to <code>import</code> the functionality we need, and load our data into a <code>pandas</code> DataFrame.<br>
Run the code cell below to load our data and display the first few entries (passengers) for examination using the <code>.head()</code> function.</p>
<blockquote><p><strong>Tip:</strong> You can run a code cell by clicking on the cell and using the keyboard shortcut <strong>Shift + Enter</strong> or <strong>Shift + Return</strong>. Alternatively, a code cell can be executed using the <strong>Play</strong> button in the hotbar after selecting it. Markdown cells (text cells like this one) can be edited by double-clicking, and saved using these same shortcuts. <a href="http://daringfireball.net/projects/markdown/syntax">Markdown</a> allows you to write easy-to-read plain text that can be converted to HTML.</p>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># Import libraries necessary for this project</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="kn">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
<span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">display</span> <span class="c1"># Allows the use of display() for DataFrames</span>

<span class="c1"># Import supplementary visualizations code visuals.py</span>
<span class="kn">import</span> <span class="nn">visuals</span> <span class="kn">as</span> <span class="nn">vs</span>

<span class="c1"># Pretty display for notebooks</span>
<span class="o">%</span><span class="k">matplotlib</span> inline

<span class="c1"># Load the dataset</span>
<span class="n">in_file</span> <span class="o">=</span> <span class="s1">'titanic_data.csv'</span>
<span class="n">full_data</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="n">in_file</span><span class="p">)</span>

<span class="c1"># Print the first few entries of the RMS Titanic data</span>
<span class="n">display</span><span class="p">(</span><span class="n">full_data</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>
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<p>From a sample of the RMS Titanic data, we can see the various features present for each passenger on the ship:</p>
<ul>
<li><strong>Survived</strong>: Outcome of survival (0 = No; 1 = Yes)</li>
<li><strong>Pclass</strong>: Socio-economic class (1 = Upper class; 2 = Middle class; 3 = Lower class)</li>
<li><strong>Name</strong>: Name of passenger</li>
<li><strong>Sex</strong>: Sex of the passenger</li>
<li><strong>Age</strong>: Age of the passenger (Some entries contain <code>NaN</code>)</li>
<li><strong>SibSp</strong>: Number of siblings and spouses of the passenger aboard</li>
<li><strong>Parch</strong>: Number of parents and children of the passenger aboard</li>
<li><strong>Ticket</strong>: Ticket number of the passenger</li>
<li><strong>Fare</strong>: Fare paid by the passenger</li>
<li><strong>Cabin</strong> Cabin number of the passenger (Some entries contain <code>NaN</code>)</li>
<li><strong>Embarked</strong>: Port of embarkation of the passenger (C = Cherbourg; Q = Queenstown; S = Southampton)</li>
</ul>
<p>Since we're interested in the outcome of survival for each passenger or crew member, we can remove the <strong>Survived</strong> feature from this dataset and store it as its own separate variable <code>outcomes</code>. We will use these outcomes as our prediction targets.<br>
Run the code cell below to remove <strong>Survived</strong> as a feature of the dataset and store it in <code>outcomes</code>.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># Store the 'Survived' feature in a new variable and remove it from the dataset</span>
<span class="n">outcomes</span> <span class="o">=</span> <span class="n">full_data</span><span class="p">[</span><span class="s1">'Survived'</span><span class="p">]</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">full_data</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="s1">'Survived'</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"># Show the new dataset with 'Survived' removed</span>
<span class="n">display</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">head</span><span class="p">())</span>
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    <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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      <th>0</th>
      <td>1</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>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>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>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>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>
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<p>The very same sample of the RMS Titanic data now shows the <strong>Survived</strong> feature removed from the DataFrame. Note that <code>data</code> (the passenger data) and <code>outcomes</code> (the outcomes of survival) are now <em>paired</em>. That means for any passenger <code>data.loc[i]</code>, they have the survival outcome <code>outcomes[i]</code>.</p>
<p>To measure the performance of our predictions, we need a metric to score our predictions against the true outcomes of survival. Since we are interested in how <em>accurate</em> our predictions are, we will calculate the proportion of passengers where our prediction of their survival is correct. Run the code cell below to create our <code>accuracy_score</code> function and test a prediction on the first five passengers.</p>
<p><strong>Think:</strong> <em>Out of the first five passengers, if we predict that all of them survived, what would you expect the accuracy of our predictions to be?</em></p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">def</span> <span class="nf">accuracy_score</span><span class="p">(</span><span class="n">truth</span><span class="p">,</span> <span class="n">pred</span><span class="p">):</span>
    <span class="sd">""" Returns accuracy score for input truth and predictions. """</span>
    
    <span class="c1"># Ensure that the number of predictions matches number of outcomes</span>
    <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">truth</span><span class="p">)</span> <span class="o">==</span> <span class="nb">len</span><span class="p">(</span><span class="n">pred</span><span class="p">):</span> 
        
        <span class="c1"># Calculate and return the accuracy as a percent</span>
        <span class="k">return</span> <span class="s2">"Predictions have an accuracy of {:.2f}%."</span><span class="o">.</span><span class="n">format</span><span class="p">((</span><span class="n">truth</span> <span class="o">==</span> <span class="n">pred</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">*</span><span class="mi">100</span><span class="p">)</span>
    
    <span class="k">else</span><span class="p">:</span>
        <span class="k">return</span> <span class="s2">"Number of predictions does not match number of outcomes!"</span>
    
<span class="c1"># Test the 'accuracy_score' function</span>
<span class="n">predictions</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="n">dtype</span> <span class="o">=</span> <span class="nb">int</span><span class="p">))</span>
<span class="k">print</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">outcomes</span><span class="p">[:</span><span class="mi">5</span><span class="p">],</span> <span class="n">predictions</span><span class="p">)</span>
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<pre>Predictions have an accuracy of 60.00%.
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<blockquote><p><strong>Tip:</strong> If you save an iPython Notebook, the output from running code blocks will also be saved. However, the state of your workspace will be reset once a new session is started. Make sure that you run all of the code blocks from your previous session to reestablish variables and functions before picking up where you last left off.</p>
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<h1 id="Making-Predictions">Making Predictions<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Making-Predictions">¶</a></h1><p>If we were asked to make a prediction about any passenger aboard the RMS Titanic whom we knew nothing about, then the best prediction we could make would be that they did not survive. This is because we can assume that a majority of the passengers (more than 50%) did not survive the ship sinking.<br>
The <code>predictions_0</code> function below will always predict that a passenger did not survive.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">def</span> <span class="nf">predictions_0</span><span class="p">(</span><span class="n">data</span><span class="p">):</span>
    <span class="sd">""" Model with no features. Always predicts a passenger did not survive. """</span>

    <span class="n">predictions</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">passenger</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
        
        <span class="c1"># Predict the survival of 'passenger'</span>
        <span class="n">predictions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
    
    <span class="c1"># Return our predictions</span>
    <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">predictions</span><span class="p">)</span>

<span class="c1"># Make the predictions</span>
<span class="n">predictions</span> <span class="o">=</span> <span class="n">predictions_0</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
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<h3 id="Question-1">Question 1<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Question-1">¶</a></h3><p><em>Using the RMS Titanic data, how accurate would a prediction be that none of the passengers survived?</em><br>
<strong>Hint:</strong> Run the code cell below to see the accuracy of this prediction.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">outcomes</span><span class="p">,</span> <span class="n">predictions</span><span class="p">)</span>
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<pre>Predictions have an accuracy of 61.62%.
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<p><strong>Answer:</strong> <em>61.62</em></p>

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<p>Let's take a look at whether the feature <strong>Sex</strong> has any indication of survival rates among passengers using the <code>survival_stats</code> function. This function is defined in the <code>titanic_visualizations.py</code> Python script included with this project. The first two parameters passed to the function are the RMS Titanic data and passenger survival outcomes, respectively. The third parameter indicates which feature we want to plot survival statistics across.<br>
Run the code cell below to plot the survival outcomes of passengers based on their sex.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="n">vs</span><span class="o">.</span><span class="n">survival_stats</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">outcomes</span><span class="p">,</span> <span class="s1">'Sex'</span><span class="p">)</span>
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Q/LM7mYt0vRZ6xnWZ1p5KvAuxZFj5APsN8rTns3E9WNVXlzEcM3y8qPpuTLIqU0n3yB0n5F/9NarLtx3s+0cLU0ke/wtAEfXsUPefsHl9aPfJeo8uGYWlWcir6Z3OJ6IPn05sRWZ/rQWPL/5GByS2H5eMWN74nSobKWZ8F9XJHIQ1it30J5F3JyNp8PW7dmFesu/yJvS0yzqOD0bkR0jzyWZ6kp5B8/peWzWoinJY8W8x/TQjeatq5zYe4l74fvkhteSvtBv0QebeEHVN6fdlbxtxZ9ilsVeeSTluxOjveZ4vU48rYtcAewiOhcum8j343uOODslNLZ5L7aR0XE1rWMvVFK6U3gLnJr+QJ3Ciw7jlR0bKX1/8HzwOeLRoTGZewBrN2GsMcBW0TEF1qIt1fk8a/1EWBLrepdJacIrwNOijwW4n3k/l5fZsFWgFsi4jXyKcPXycnat4DrUkqzii+aVyJiArnVaSb5AotNKYaMSSmliPgauS/lUxFxIfAq+SC/PTCD3NeyYimlRyPiL+REYlXgAfKVwI0ttaWtICeQW/wejIgLgH8CK5NPYe9A7utZjZ2BnxanlB8gb/tA8tXey/NhXzvI/Xe/S96ff+TDYX6eBNp6q9Kx5O4U3yT3JWzpjlALvAdSSo8VLcg/L+IbV1blPnIL0SUR0TgM1Uiqb9X7OLkv9h3kvsCvkfvxjSAPC3d2SbeJf5CTgeOLFq33innaEtMjwPCIOJM81NXMlNJ1LdRbj3wx0jjye2EeuVtNH5r3830EOCIifkROvt8oafVq2r/F+/tI4BrgH8X7+z/kVsQNir6kla6zRSmllyPiZWALYEoqhtwrcR+5hXA+zbsmLMwjxTb8IiKuIPfLviYtfNi1xTEx8ri/15KPLyuQPzt7kIfauxYgpXRPRJwPnBD54tJbirjWI1/09G3gysjjLV9MToZ/XKzjZOCLwIURsWE7bce3yBdePVEcR14gf463IB/LNi7qVXpsfZ7creaIiJhJTnIfLC7Q+wN5m28u3jMDye/7f1G5M8jdjK6LiIvI//MVyJ+9fcnXALTabUnLiI4YcsGHj1o8+HBIr00WUW958im7V8jJ2N3kCy7uIPfRbKz3NfJVy2+Qr+B9ljzO4YrF9C7k036Pkg/Q7xTPD29hnZ8hd2NoXNYL5C/07UrqnFzEXz6cVeN29Ssp60Yem/LNYr1XkZPa+cD3y+Zftaj7IrlP5qvkL81DS+o0DtW0b4X7un8R79/IScx75MRtIi0PTTWCPPTO/8hfMDuRh8Z6vmyZHwDHtrLeFclfgPMoGeaohe1oKYZRxbSnF7LszxfbM5PcLeAXRZzlQ4Q1i7uVOI8i/5h5qdjv08ktiYe0UP/QYv/MpfmQWZXG1IPcN/OtYtoLZfu0cUivlYv3wlPF++a/5ORj37J4+pAT1enF/He0tn/Jyc1NfPg5eAw4si3rXMT+HFOs95IWph1TTHtiIfN+AJxUVvZD8gWZ71Py2Sqe/6aFZbwA/LGKY9LwIvZni//hLPJwaT8FVmih/mHkC91mFvvyH8X/fPVi+pnFe2RI2XybkD+Dv60ixha3uYV6nyje+68W7+ep5M/73iV1Kjq2FnX3KPbFeyw4hNgxxfJnF8vYmHwsLj0+t3rMIn8mfkb+AfA/csPEX4tld27rfvJRn48o3gyS6kzRwvMo8OWU0tJyT3lJkjpEh/epjTwk0vyyxz/L6pwa+TaLsyPi1oj4ZNn0rhHxu4iYFvlWfRMi31lJWiZEC7d95cMWq3uWcDiSJC11lpY+tU+SrwRt7LvVNIxHRBxPPq13EPl06s/IfW/WTx8O5XIOeaiU/cinu35HvmCmXTrSSx3gBxExhHxKbh6wG/kCqPPT4g3CLknSMqHDux9ExMnkIWxavPtIRPwbOCPlqz4prj5/HfhqSmlc8fpNcn+7q4o6g8hXrX8+NR/GR6pLEbET+UrpDcj9N6eSb/Dwi5RHPZAk6SNtaWmpXTciGjuj3w+cmPIVsOsAfclXBgOQUnonIh4kX6gwjnzl+XJldZ6JiKlFHZNa1b2U75B22yIrSpL0EdXhfWrJwwMdTD6VegR50PZ7ijE++5KHs3m9bJ7Xi2mQhxmZmxYc6qe0jiRJkpZhHd5Sm/KtRRs9GREPkYfEGU7zAd1rqhgYfhgfDnskSZKkpUs38hBzN6eU3mqtYocnteVSSjMi4lngk+S7mgS5Nba0tXZ18riIkMfKXD4iepa11q5eTFuYYeTxBCVJkrR0+zJwWWsVlrqktrhX+yeBi1NKU4o7PO0ITCqm9wQ2J49wAHlg93lFndILxfqR++cuzIsAl156Keuvv8DdLaUmxx57LGeffXZHhyFJyxyPr1qUyZMnM3LkSCjyttZ0eFIbEWeQbx34Evn2ez8l3/XliqLKOcCPI+Jf5A0aRb57yURounDsj8BZEfE2+f7io4G/LWLkgzkA66+/Ppts0uLACxIAvXr18j0iSe3A46vaYJFdRTs8qSXfM/0yYBXy0Fz3kofiegsgpfSriOgBnA/0Jt/2bteSMWoBjiUPQj8B6Eq+feO3ltgWSJIkqUN1eFKbUhpRQZ1TgFNamf4ecHTxkCRJ0kfM0jCklyRJkrRYTGqlRRgxYpEnEyRJVfD4qlrq8O4H0tLOg66kjvDaa68xffr0jg6jXW288cY8/XS7DUmvOtG7d2/69l38+2WZ1EqStJR57bXX2H///Zkzx3sDadnXrVs3JkyYsNiJrUmtJElLmenTpzNnzhxGjRrFOuus09HhSO1mypQpnHTSSUyfPt2kVpKkZdU666zD4MGDOzoMqS54oZgkSZLqnkmtJEmS6p5JrSRJkuqeSa0kSZLqnkmtJEla6p1yyil06lRZ2tKpUydOPfXUdo5o2bPddtux/fbbd3QYVXP0A0mS6szUqVOZNm1ah8aw6qqr0q9fv6rmvfjiiznkkEOaXnft2pWVV16ZDTfckN13351DDjmEFVdcsdk8EVFxUttRbrzxRh566CFOPvnkjg6lKvWwj1tjUitJUh2ZOnUq6w8axOwOvjFDj27dmPzMM1UnthHBqFGj+MQnPsH777/Pa6+9xl133cUxxxzDWWedxTXXXMOGG27YVP+kk07ixBNPrFX47eKGG27gvPPOq9uk9tZbb+3oEBaLSa0kSXVk2rRpzJ4zh0uB9TsohsnAyDlzmDZtWtVJLcAuu+zCJpts0vT6+OOP56677mL33Xdnr732YvLkyXTt2hXIXQqWX375xQ29XaWUOjqEZmbPnk2PHj0qrr/ccvWdFtZvG7MkSR9h6wObdNCjPZPp7bbbjpNOOomXXnqJSy+9tKm8pT61c+fO5dhjj6VPnz707NmTvffem1dffbWi9dx999106tSJ8ePH8/Of/5y1116b7t27s9NOO/H8888vUH/8+PFsuumm9OjRg9VWW42vfOUr/Pvf/26afsghh3DeeecBOQHv1KkTnTt3bjWGhx9+mGHDhrHaaqvRo0cPBgwYwGGHHbZAjPfcc0+z+V566SU6derEJZdc0lR28MEHs9JKK/HCCy+w22670bNnT0aOHMnRRx/NSiut1OItl0eMGMGaa67ZlIxvt9127LDDDgC88cYbdOnShVGjRi0w37PPPkunTp2athdgxowZHHPMMfTr149u3bqx7rrr8qtf/WqJJvomtZIkaanyla98hZQSt9xyS1NZRBARzeoddthhjB49ml122YXTTz+dLl26sPvuuy9QrzWnnXYaEydO5Pvf/z4//OEPeeCBBxg5cmSzOhdddBENDQ106dKF0047jcMPP5wrr7ySrbfemnfeeQeAI444gp133hmAMWPGcOmll/LnP/95oet98803GTZsGFOnTuXEE0/kt7/9LSNHjuTBBx9sVq/SbYkI5s2bx7Bhw+jbty9nnnkm++23Hw0NDcyePZvrr7++Wf3//e9/XHfddRxwwAFN6yhdV58+fdh2220ZN27cAuu64oorWG655TjggAOalrXNNttw2WWXcfDBB3Puueey1VZbceKJJ3LcccdVFH8t1Hc7syRJWuastdZa9OrVq8UW00aTJk1izJgxHHXUUYwePRqAI488kpEjR/LEE09UvK733nuPxx9/vKlVtXfv3hxzzDH885//ZIMNNmDevHmccMIJfOYzn+Huu+9u6gIxdOhQ9thjD84++2xOPvlkNt98c9Zbbz1uu+02RowYscj13nfffUyfPp3bbruNjTfeuKl8cUZtmDt3Lg0NDfzsZz9rVr7mmmsyduxY9ttvv6ay6667jtmzZzN8+PCFLq+hoYEjjjiiaV80GjduHNtuuy2rrbYaAGeeeSZTpkzhH//4BwMGDADg61//OmussQa//vWvOe6441hrrbWq3q5K2VIrSZKWOiuuuCLvvvvuQqffcMMNRARHH310s/JjjjmmTae8Dz300GbdBLbeemtSSrzwwgtA7iLwxhtv8M1vfrNZn97ddtuNwYMHL9ACWqnevXuTUuKaa65h3rx5VS2jJUccccQCZQcccAA33HADs2fPbiobO3Ysa621FkOHDl3osvbdd186d+7M2LFjm8qeeuop/vnPf3LggQc2lU2YMIGtt96aXr168dZbbzU9dtxxR+bNm7dA94n2YlIrSZKWOjNnzmSllVZa6PTGfqUDBw5sVj5o0KA2rWfttddu9vpjH/sYAG+//XbTeiKC9dZbb4F5Bw8ezEsvvdSm9TXadttt2X///Tn11FNZddVV2XvvvbnooouYO3duVcuDfKHXxz/+8QXKG7sgXHPNNQDMmjWLG2+8sdVWWoBVVlmFHXfcsVkXhCuuuIIuXbqwzz77NJU999xz3HTTTay22mrNHjvvvDMRwRtvvFH1NrWF3Q8kSdJS5dVXX2XGjBl88pOfbPd1LexiriVxgdO4ceN46KGHuPbaa7n55ps59NBDOeuss3jggQfo0aPHQvvTfvDBBy2WN44UUW7zzTfnE5/4BOPGjePAAw/kmmuuYc6cOTQ0NCwyxgMPPJBDDz2USZMm8ZnPfIbx48ez4447svLKKzfVmT9/PjvvvDPHH398i/utpR8E7cGWWkmStFS55JJLiAh22WWXhdbp378/8+fPX6Df7dNPP13TWPr3709KiWeeeWaBac888wz9+/dvet2WC9QabbbZZowaNYqHHnqIMWPG8OSTT3LFFVcAudU4pcT06dObzfPiiy+2eT3Dhw/npptuYubMmYwdO5ZPfOITfO5zn1vkfHvvvTddunRh7NixPP744zz77LML9BkeOHAgM2fOZPvtt2eHHXZY4NFS63F7MKmVJElLjTvuuIOf/exnDBgwgC996UsLrbfrrruSUmq6SKzROeecU1VyuTCbbropffr04fe//z3vv/9+U/mNN97I5MmT2WOPPZrKVlhhBYCmERFaU56oAnz2s58F8sVrkBPqzp07L9An9bzzzmvzNjY0NPDee+9x0UUXcfPNN1fUSgvQq1cvhg0bxrhx47jiiivo2rUre+21V7M6w4cP5/777282WkWjGTNmLLRludbsfiBJkpa4lBI33HADkydPZt68ebz++uvccccd3Hrrrayzzjpcc801rd5s4bOf/SwjRozgvPPOY/r06Wy55ZbcfvvtPP/88zXtOrDccstx+umnc+ihh7LNNtswYsQIXnvtNUaPHs2AAQM45phjmuoOGTKElBJHH300w4YNo3PnzgtNHi+++GLOO+889tlnHwYOHMi7777LBRdcQK9evdhtt90A6NmzJwcccEBT4j5w4ECuu+463nzzzTZvx8Ybb8zAgQP50Y9+xNy5cxfZn7ZUQ0MDI0eO5LzzzmPYsGH07Nmz2fTvf//7XHPNNeyxxx4cfPDBDBkyhFmzZjFp0iSuvPJKXnzxxWbdFdrLRz6pnTx5ckeHoKXc4tzfXJLaS0d+e9Vi3RHRdDvZ5ZdfnpVXXpkNN9yQ0aNHc/DBBze1epbPU+rCCy+kT58+jBkzhokTJ7Ljjjty/fXXs/baa1fUkrmwOuXlX/3qV1lhhRU47bTTOOGEE1hhhRXYb7/9OO2cC91vAAAgAElEQVS005olePvuuy/f/va3ueKKKxgzZgwppYUmtdtuuy1///vfGTt2LK+//jq9evVi880357LLLmvWpeHcc89l3rx5nH/++XTt2pWGhgZ+/etf8+lPf7ri7WnU0NDAL37xC9Zdd1022mijivfJnnvuSffu3Zk1a1azUQ8ade/enXvuuYdf/OIXjB8/nj//+c/07NmT9dZbj1NPPZVevXq1GletxNJ2S7clJSI2AR7p6Di09Fvc+5tLUls9/fTTjBw5kksvvZTBgwc3mzZ16lTWHzSI2S3cIWpJ8tioWmjtvQ7w6KOPMmTIEIAhKaVHW1vWR76ldhSwW0cHoaVWre5vLkm10q9fPyY/8wzTpk3r0Dg8i6WlzUc+qV2HfB9rSZLqRb9+/UwopTKOfiBJkqS6Z1IrSZKkumdSK0mSpLpnUitJkqS6Z1IrSZKkumdSK0mSpLpnUitJkqS6Z1IrSZKkumdSK0mSpLpnUitJkj7yDj74YNZZZ50OWXenTp049dRTO2Tdy5KP/G1yJUmqN1OnTmXatGkdGsOqq666WLfqfeKJJ/jpT3/Kww8/zOuvv84qq6zCBhtswJ577slRRx1Vw0grExF06mRbXz0zqZUkqY5MnTqVQYMHMed/czo0jm7du/HM089Uldjed9997LDDDvTv35/DDz+cvn378vLLL/PAAw8wevToDklq//CHPzB//vwlvl7VjkmtJEl1ZNq0aTmh3RdYtaOCgDlXzmHatGlVJbU///nP6d27Nw8//DArrbRS80XXqAV69uzZ9OjRo+L6nTt3pnPnzjVZtzqG7eySJNWjVYE1O+ixmMn0Cy+8wKc+9akFElrI3RoAXnrpJTp16sQll1yyQJ3yPqinnHIKnTp1YvLkyXzpS19i5ZVXZuutt+bMM8+kU6dOvPzyywss48QTT6Rr167MmDEDaN6ndt68eayyyiocdthhC8z37rvv0r17d37wgx80lc2dO5eTTz6Zddddl27dutGvXz+OP/545s6d22zeuXPncuyxx9KnTx969uzJ3nvvzauvvlrJLlMFTGolSdIS1b9/fx555BGeeuqpmiwvIgA44IADmDNnDr/85S/5+te/zvDhw4kIxo0bt8A848ePZ5dddqFXr15Ny2hcznLLLcc+++zD1Vdfzbx585rNd9VVVzF37lxGjBgBQEqJL37xi5x11lnstdde/Pa3v2Wfffbh7LPP5sADD2w272GHHcbo0aPZZZddOP300+nSpQu7775703q1eOx+IEmSlqjvfe977Lbbbmy00UZsttlmbL311uy4445sv/32LLdc9anJxhtvzJ///OdmZZ///OcZO3Ysxx13XFPZ3//+d1544YVWRxxoaGjgT3/6E7fccgu77bZbU/nYsWMZMGAAG2+8MQBjxozhjjvu4J577mGLLbZoqvepT32KI488kgceeIDPf/7zTJo0iTFjxnDUUUcxevRoAI488khGjhzJE088UfU260O21EqSpCVqp5124v7772evvfZi0qRJnHHGGQwbNoy11lqLa6+9tqplRgTf+MY3FihvaGjgkUceYcqUKU1lY8eOpVu3buy5554LXd4OO+zAqquuytixY5vKpk+fzm233dasBXbChAmsv/76rLfeerz11ltNj+23356UEnfeeScA119/PRHB0Ucf3Ww9xxxzDCmlqrZZzZnUSpKkJW7IkCFMmDCBt99+m4ceeogf/vCHzJw5kwMOOICnn366qmW2NM7sAQccQEQ0S04nTJjAbrvtxoorrrjQZXXu3Jn99tuPiRMn8v777wPwl7/8hXnz5jF8+PCmes899xxPPfUUq622WrPHoEGDiAjeeOMNII9a0alTJwYOHNhsPYMGDapqW7Ugux9IkqQOs9xyyzFkyBCGDBnCuuuuyyGHHML48eP56le/2mL91obd6t69+wJla6yxBltvvTXjxo3jhBNO4P7772fq1KmcccYZi4ztwAMP5Pzzz+fGG29kzz33ZNy4cQwePJgNN9ywWTwbbrghZ599dostrmuvvfYi16PaMKmVJElLhU033RSA//znP3zsYx8D8in/Ui+99FKbl9vQ0MC3vvUtnnvuOcaOHcsKK6zAHnvsscj5ttlmG9ZYYw3Gjh3L0KFDufPOOznppJOa1Rk4cCCTJk1i++23b3VZ/fv3Z/78+Tz//POsu+66TeXVtkprQXY/kCRJS9Rdd93VYvn1118PwODBg1lppZVYddVVueeee5rV+d3vftfm0QL2228/OnXqxGWXXcaECRPYY489WmzVLRcR7L///lx77bX8+c9/5oMPPmjW9QBg+PDhvPLKK1xwwQULzD9nzhxmz54NwK677kpKqekisUbnnHOOox/UiC21kiRpiTr66KOZPXs2++yzD4MHD2bu3Ln87W9/Y9y4cQwYMICDDz4YgK997WucdtppfP3rX2fTTTflnnvu4bnnnmvzhVWrrbYa22+/PWeddRYzZ86koaGh4nkbGho499xzOfnkk9lwww0X6AP7la98hXHjxnHkkUdy5513MnToUD744AMmT57M+PHjueWWW9hkk0347Gc/y4gRIzjvvPOYPn06W265JbfffjvPP/+8F4rViEmtJEn1qDY33uqQdZ955pmMHz+eG2+8kQsuuIC5c+fSr18/jjrqKH70ox/Rs2dPAH7yk58wbdo0JkyYwPjx49ltt9248cYb6dOnT5tbNxsaGrj99tvp2bNnsyG6SrW0zC233JK1116bV155ZYFxZxvnmThxImeffTaXXHIJV199NT169GDAgAEce+yxrLfeek11L7zwQvr06cOYMWOYOHEiO+64I9dffz1rr722rbU1EB/VXwcRsQnwyKXAlzs6GC21HgWGAI888gibbLJJR4cj6SPi6aefZuTIkVx66aUMHjy42bSpU6cyaPCgfKvcDtStezeeefqZqm6TKzVq7b0O8OijjzJkyBCAISmlR1tbli21kiTVkX79+vHM088wbVpHNtXm29ma0GppYlIrSVKd6devnwmlVMbRDyRJklT3TGolSZJU90xqJUmSVPdMaiVJklT3TGolSZJU90xqJUmSVPdMaiVJklT3HKdWkqSl1JQpUzo6BKld1fI9blIrSdJSpnfv3nTr1o2TTjqpo0OR2l23bt3o3bv3Yi/HpFaSpKVM3759mTBhAtOnT+/oUKR217t3b/r27bvYyzGplSRpKdS3b9+afNFLHxVeKCZJkqS6Z1IrSZKkumdSK0mSpLpnUitJkqS6Z1IrSZKkumdSK0mSpLpnUitJkqS6Z1IrSZKkumdSK0mSpLpnUitJkqS6Z1IrSZKkumdSK0mSpLpnUitJkqS6Z1IrSZKkumdSK0mSpLpnUitJkqS6Z1IrSZKkumdSK0mSpLq31CW1EXFCRMyPiLPKyk+NiH9HxOyIuDUiPlk2vWtE/C4ipkXEuxExISL6LNnoJUmS1BGWqqQ2Ij4HHA48XlZ+PHBUMW0zYBZwc0QsX1LtHGB3YD9gG2BN4C9LIGxJkiR1sKUmqY2IFYFLga8B08smfwcYlVK6LqX0JHAQOWndu5i3J3AocGxK6e6U0mPAIcDQiNhsSW2DJEmSOsZSk9QCvwOuTSndUVoYEesAfYHbG8tSSu8ADwJbFEWbAsuV1XkGmFpSR5IkScuo5To6AICIOBDYiJyclusLJOD1svLXi2kAqwNzi2R3YXUkSZK0jOrwpDYiPk7uD7tTSun9jo5HkiRJ9afDk1pgCLAa8GhERFHWGdgmIo4CBgNBbo0tba1dHXiseP4asHxE9CxrrV29mLZQZwJjy8pGFA9JkiQtGZdffjmXX355s7IZM2ZUPP/SkNTeBmxYVnYRMBk4LaX0QkS8BuwITIKmC8M2J/fDBXgEmFfUuaqoMwjoB9zf2sqPA75ci62QJElS1UaMGMGIEc2bFR999FGGDBlS0fwdntSmlGYB/ywti4hZwFsppclF0TnAjyPiX8CLwCjgFWBisYx3IuKPwFkR8TbwLjAa+FtK6aElsiGSJEnqMB2e1C5EavYipV9FRA/gfKA38Fdg15TS3JJqxwIfABOArsBNwLeWTLiSJEnqSEtlUptS2qGFslOAU1qZ5z3g6OIhSZKkj5ClaZxaSZIkqSomtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqeya1kiRJqnsmtZIkSap7JrWSJEmqezVJaiOidy2WI0mSJFWjzUltRBwfEQ0lr8cBb0XEqxHx2ZpGJ0mSJFWgmpbaI4CXASJiZ2BnYFfgRuCM2oUmSZIkVWa5KubpS5HUAnsA41JKt0TEi8CDtQpMkiRJqlQ1LbVvA2sXz3cBbiueB9C5FkFJkiRJbVFNS+2VwGUR8RywCrnbAcDGwL9qFZgkSZJUqWqS2mOBKUA/4AcppZlF+RrAebUKTJIkSapUm5LaiOgCnA+MSilNKZ2WUjq7loFJkiRJlWpTn9qU0vvAfu0UiyRJklSVai4UuxrYu9aBSJIkSdWqpk/tc8BPImIo8Agwq3RiSml0LQKTJEmSKlVNUnsYMB0YUjxKJcCkVpIkSUtUm5PalNI67RGIJEmSVK1q+tQCEBHLR8SgiKimtVeSJEmqmTYntRHRIyL+CMwGniKPV0tEnBsRJ9Q4PkmSJGmRqmmp/SXwWWA7YE5J+W1AQw1ikiRJktqkmq4DewMNKaUHIiKVlD8FDKxNWJIkSVLlqmmpXQ14o4XyFcijH0iSJElLVDVJ7cPA7iWvGxPZrwH3L3ZEkiRJUhtV0/3gh8CNEbFBMf93iudbAtvWMjhJkiSpEm1uqU0p3QtsRE5onwC+QO6OsEVK6ZHahidJkiQtWlVjzKaUnge+XuNYJEmSpKq0OamNiJ4LmZSA91JKcxcvJEmSJKltqmmpnU4roxxExCvARcBPU0rzq4xLkiRJqlg1Se1XgV+QE9eHirLNivKfA6sC3wPeK+pJkiRJ7aqaIb2+AhyXUjoppXRt8TiJnMgOTyn9HPg2cFAlC4uIIyLi8YiYUTzui4hdyuqcGhH/jojZEXFrRHyybHrXiPhdREyLiHcjYkJE9Kli2yRJklSHqklqtwIea6H8MWCL4vm9QL8Kl/cycDywCTAEuAOYGBHrA0TE8cBRwOHkFuFZwM0RsXzJMs4hj527H7ANsCbwl8o3SZIkSfWsmqT2FeCwFsoPIyeoAKsAb1eysJTS9Smlm1JKz6eU/pVS+jEwE/h8UeU7wKiU0nUppSfJLcBrkm/X23jh2qHAsSmlu1NKjwGHAEMjYrMqtk+SJEl1ppo+td8DxkfErsDfi7JNgcHA/sXrzwFj27rgiOgEDAd6APdFxDpAX+D2xjoppXci4kFyq/C4Yt3LldV5JiKmFnUeQpIkScu0Nie1KaVrImIw8A1gvaL4RmDvlNKLRZ3/a8syI+LT5FvsdgPeBfYpEtMtyCMtvF42y+vkZBdgdWBuSumdVupIkiRpGVbtzRemACfUMI6ngc8CvcitvZdExDY1XL4kSZKWYVUltRHRm3zRVh/K+uWmlC5p6/JSSvOAF4qXjxV9Yb8D/AoIcmtsaWvt6nx4sdprwPIR0bOstXb1YlqrzmTBfhIjiockSZKWjMsvv5zLL7+8WdmMGTMqnr+aO4p9ERgDrAi8Q/MbMSSgzUltCzoBXVNKUyLiNWBHYFKx/p7A5sDvirqPAPOKOlcVdQaRR1+4f1ErOg74cg0CliRJUvVGjBjBiBHNmxUfffRRhgwZUtH81bTUngn8CfhhSml2FfM3ExG/IPfJnQqsRM4xtwW+UFQ5B/hxRPwLeBEYRR6BYSI0XTj2R+CsiHib3Cd3NPC3lJIXiUmSJH0EVJPUrgWMrkVCW+gDXAysAcwgt8h+IaV0B0BK6VcR0QM4H+gN/BXYNaU0t2QZxwIfABOArsBNwLdqFJ8kSZKWctUktTeTh9F6YVEVK5FS+loFdU4BTmll+nvA0cVDkiRJHzHVJLXXA2dExAbAE8D7pRNTStfUIjBJkiSpUtUktRcUf3/SwrQEdK4+HEmSJKntqrn5QjW31pUkSZLazWIlqBHRrVaBSJIkSdVqc1IbEZ0j4qSIeBWYGREDivJREXFYzSOUJEmSFqGaltofAQcDPwBKh9V6EljkSAaSJElSrVWT1B4EHJ5SGkMeG7bR48DgmkQlSZIktUE1Se1awL8WsqwuixeOJEmS1HbVJLX/BLZuoXx/4LHFC0eSJElqu2rGqT0VuDgi1iInxftGxCByt4Q9ahmcJEmSVIk2t9SmlCYCXwR2AmaRk9z1gS+mlG6tbXiSJEnSolXTUktK6a/AzjWORZIkSapKNePUrh0RHy95vVlEnBMRh9c2NEmSJKky1VwodhmwPUBE9AVuAzYDfh4RP6lhbJIkSVJFqklqPw08VDwfDjyRUtoS+DL5pgySJEnSElVNUtsFeK94vhNwTfH8aWCNWgQlSZIktUU1Se1TwBERsTX5YrGbivI1gbdqFZgkSZJUqWqS2uOBbwB3AZenlB4vyvfkw24JkiRJ0hLT5iG9Ukp3RcSqQM+U0tslk/4fMLtmkUmSJEkVqmZIr+5A18aENiL6R8QxwKCU0hu1DlCSJElalGq6H0wk3xKXiOgNPAgcB1wdEUfWMDZJkiSpItUktZsAfy2e7w+8DvQnJ7rfrlFckiRJUsWqSWp7AO8Wz78AXJlSmg88QE5uJUmSpCWqmqT2X8DeEbE2MAy4pSjvA7xTq8AkSZKkSlWT1J4K/Bp4EXgwpXR/Uf4F4LEaxSVJkiRVrJohvSZExL3ku4c9XjLpduCqWgUmSZIkVarNSS1ASuk14LWyMm+8IEmSpA5RVVIbEZsCw4F+wPKl01JK+9YgLkmSJKli1dx84UDgPmB9YB+gC/ApYAdgRk2jkyRJkipQzYViPwSOTSl9EZgLfAcYDIwDptYwNkmSJKki1SS1A4Hri+dzgRVSSgk4Gzi8VoFJkiRJlaomqX0bWKl4/irw6eJ5b/KNGSRJkqQlqpoLxe4BdgaeAMYDv4mIHYqy22sYmyRJklSRapLao4BuxfOfA+8DWwJ/AX5Wo7gkSZKkilVz84X/ljyfD5xW04gkSZKkNqq4T21EdIqIH0TE3yLi7xFxWkR0b8/gJEmSpEq05UKxHwG/AN4lXyD2HeB37RGUJEmS1BZtSWoPAr6ZUtolpbQ38EXgyxFRzQgKkiRJUs20JSHtB9zY+CKldBuQgDVrHZQkSZLUFm1JapcD5pSVvU++Ta4kSZLUYdoy+kEAF0XEeyVl3YDfR8SsxoKU0r61Ck6SJEmqRFuS2otbKLu0VoFIkiRJ1ao4qU0pHdKegUiSJEnVcuQCSZIk1T2TWkmSJNU9k1pJkiTVPZNaSZIk1b2KktqIeDQiPlY8/0lE9GjfsCRJkqTKVdpSuz6wQvH8ZGDF9glHkiRJartKh/T6B3BhRNxLvgnD9yJiZksVU0qn1io4SZIkqRKVJrUHAz8F9gASsCswr4V6CTCplSRJ0hJVUVKbUnoGOBAgIuYDO6aU3mjPwCRJkqRKteU2uQCklBwxQZIkSUuVNie1ABExEDiGfAEZwD+B36SUnq9VYJIkSVKl2tzqGhHDyEnsZsCk4rE58FRE7Fzb8CRJkqRFq6al9jTg7JTSCaWFEXEacDpway0CkyRJkipVTVK7PjC8hfI/kbskSJIkLdLUqVOZNm1aR4ehpdjkyZMrrltNUvsmsBHwXFn5RoAjIkiSpEWaOnUqgwYPYs7/5nR0KFpGVJPUXgD8v4gYANxXlA0FjgfOqlVgkiRp2TVt2rSc0O4LrNrR0Wip9RxwZ2VVq0lqRwHvAscBvyzK/g2cAoyuYnmSJOmjalVgzY4OQkutNvROqWac2gScDZwdESsVZe+2dTmSJElSrVQ1Tm0jk1lJkiQtDbw7mCRJkuqeSa0kSZLqnkmtJEmS6l6bktqI6BIRt0fEuu0VkCRJktRWbUpqU0rvA59pp1gkSZKkqlTT/eBS4LBaByJJkiRVq5ohvZYDDo2InYBHgFmlE1NK361FYJIkSVKlqklqPw08Wjxfr2xaWrxwJEmSpLar5o5i27dHIJIkSVK1qh7SKyI+GRHDIqJ78TpqF5YkSZJUuTYntRGxSkTcDjwL3ACsUUz6Y0ScWcvgJEmSpEpU01J7NvA+0A+YXVI+FtilFkFJkiRJbVHNhWJfAIallF4p63HwHNC/JlFJkiRJbVBNS+0KNG+hbbQy8N7ihSNJkiS1XTVJ7V+Bg0pep4joBPwAuLMmUUmSJEltUE33gx8At0fEpsDywK+AT5FbaofWMDZJkiSpIm1uqU0pPUm+6cK9wERyd4QrgY1TSs/XNjxJkiRp0appqSWlNAP4eY1jkSRJkqpSVVIbER8DDgPWL4r+CVyYUvpvrQKTJEmSKlXNzRe2AV4Evg18rHh8G5hSTJMkSZKWqGpGP/gd+UYL66SU9k0p7QsMAK4oprVJRJwYEQ9FxDsR8XpEXBUR67VQ79SI+HdEzI6IWyPik2XTu0bE7yJiWkS8GxETIqJPFdsnSZKkOlNNUvtJ4MyU0geNBcXzs4ppbbU1cC6wObAT0AW4JSK6N1aIiOOBo4DDgc2AWcDNEbF8yXLOAXYH9gO2AdYE/lJFPJIkSaoz1fSpfZTcl/aZsvL1gcfburCU0m6lryPiYOANYAh5hAWA7wCjUkrXFXUOAl4H9gbGRURP4FDgwJTS3UWdQ4DJEbFZSumhtsYlSZKk+lFRUhsRnyl5ORr4TXH6/4Gi7PPAt4ATahBTbyAB/y3WvQ7QF7i9sUJK6Z2IeBDYAhgHbEreltI6z0TE1KKOSa0kSdIyrNKW2n+QE80oKftVC/UuI/e3rUpEBLkbwb0ppX8WxX2Ldb9eVv31YhrA6sDclNI7rdSRJEnSMqrSpHaddo3iQ+cBG+CdySRJktQGFSW1KaWX2juQiPgtsBuwdUrpPyWTXiO3EK9O89ba1YHHSuosHxE9y1prVy+mLdSZLNi0PKJ4SJIkaQl5oniUKj8H34pqb76wJrAV0IeyERRSSqOrWN5vgb2AbVNKU8uWNyUiXgN2BCYV9XuSR0toHELsEWBeUeeqos4goB9wf2vrPg74clsDliRJUm1tWDxKTQKurGz2Nie1xegE5wNzgbfI/V0bJfKFZG1Z3nnkhtE9gVkRsXoxaUZKaU7x/BzgxxHxL/KNH0YBrwAToenCsT8CZ0XE28C7RRx/c+QDSZKkZV81LbWjgFOBX6aU5tcghiPIyfBdZeWHAJcApJR+FRE9yMl0b+CvwK4ppbkl9Y8FPgAmAF2Bm8gjMkiSJGkZV01S2wO4okYJLSmlim4AkVI6BTillenvAUcXD0mSJH2EVHNHsT8CB9Q6EEmSJKla1bTUnghcFxG7kK9Re790Ykrpu7UITJIkSapUtUntMD68TW75hWKSJEnSElVNUnsccGhK6aIaxyJJkiRVpZo+te8Bf6t1IJIkSVK1qklqf4MjDEiSJGkpUk33g82AHSJiD+ApFrxQbN9aBCZJkiRVqpqkdjoV37BMkiRJan9tTmpTSoe0RyCSJElStarpUytJkiQtVdrcUhsRU2hlPNqU0oDFikiSJElqo2r61J5T9roLsDGwC3DGYkckSZIktVE1fWp/01J5RHwL2HSxI5IkSZLaqJZ9am8E9qvh8iRJkqSK1DKp3R/4bw2XJ0mSJFWkmgvFHqP5hWIB9AVWA75Zo7gkSZKkilVzodjVZa/nA28Cd6WUnl78kCRJkqS2qeZCsZ+2RyCSJElStbz5giRJkupexS21ETGfVm66UEgppWq6NEiSJElVa0sCuk8r07YAvo0tv5IkSeoAFSe1KaWJ5WURMQg4DfgiMAb4Se1CkyRJkipTVctqRKwZERcAT5AT441SSl9NKb1U0+gkSZKkCrQpqY2IXhFxOvAv4FPAjimlL6aUnmyX6KT/3969x1ha13cc/3xXhAWsWF1Zewm0SLE0WhVFJUpJJAHBxCoQlYo3bGnjNbapaFuLl6CVFrE01FK8Ym0REVK8UqVekFZtQF1SFooFWa3s6ggidl1Q+PWP51kzjjOzu3RnzvnNvl7Jyc55zu858zuTzZN3nvOc3wEA2A478kGxVyU5NcnGJCfOdzkCAABMwo58UOwvkvwww1na51fV8+cb1Fo7bmdMDAAAtteORO352faSXgAAsOx2ZPWDFyzhPAAA4F6zriwAAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAB40NuMAAAyLSURBVED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdE/UAgDQPVELAED3RC0AAN0TtQAAdG+3SU8AerB+/fpJT4Ept2bNmuy3336TngbALkvUwiJuSZJKTjrppElPhSm3es/Vuf6664UtwISIWljE95KkJTkuyZrJzoUpNpNsuXhLZmZmRC3AhIha2B5rkvzipCcBACxkKj4oVlWHV9WlVfU/VXVPVT1tnjFvqKpvVdXmqvpkVR045/E9quqcqpqpqjuq6qKq2nf5XgUAAJMyFVGbZO8kX0ny4gxv9v6Uqjo1yUuTnJLkcUn+N8llVbX7rGFvS/LUJMcn+a0M59U+tLTTBgBgGkzF5QettU8k+USSVFXNM+QVSd7YWvvIOOZ5STYleXqSC6vq/klOTvLs1tpnxzEvTLK+qh7XWvvSMrwMAAAmZFrO1C6oqn41yUOSXL51W2vt+0m+mOSwcdNjMwT67DHXJ9kwawwAACvU1EdthqBtGc7MzrZpfCxJ1ia5a4zdhcYAALBC9RC1AACwqKm4pnYbNiapDGdjZ5+tXZvky7PG7F5V959ztnbt+NiCzkzygTnbThxvAAAsk2vG22xz34NfxNRHbWvtpqramOTIJOuSZPxg2OOTnDMOuyrJj8cxl4xjHpZkvyT/vtjz/1GS5yzJzAEA2G6PGG+zrUty8fbtPhVRW1V7JzkwwxnZJDmgqh6Z5NbW2jcyLNf1Z1X1tSRfT/LGJN9M8s/J8MGxqnpnkrdW1W1J7khydpIrrXwAALDyTUXUZli94NMZPhDWMlwVkCTvTXJya+2MqtoryblJHpDkiiTHtNbumvUcr0xyd5KLkuyRYYmwlyzP9AEAmKSpiNpxbdlFP7TWWntdktct8vidSV423gAA2IVY/QAAgO6JWgAAuidqAQDonqgFAKB7ohYAgO6JWgAAuidqAQDonqgFAKB7ohYAgO6JWgAAuidqAQDo3m6TngAAK9OGDRsyMzMz6WkwpdavXz/pKbDCiFoAdroNGzbk4Ic9LJu3bJn0VIBdhKgFYKebmZnJ5i1b8g9JDp70ZJhKH0vy2klPghVF1AKwZA5OcsikJ8FUcvEBO5sPigEA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdE7UAAHRP1AIA0D1RCwBA90QtAADdW3FRW1UvqaqbquqHVfWFqjp00nMCAGBpraiorapnJTkzyWlJHp3kq0kuq6o1E50YAABLakVFbZJXJjm3tXZ+a+26JH+QZHOSkyc7LQAAltKKidqqum+SxyS5fOu21lpL8qkkh01qXgAALL0VE7VJ1iS5T5JNc7ZvSvKQ5Z8OAADLZbdJT2CCVifJlZOeBVPtJ/8/bkgyM8GJMN1uG/5Zv379ZOcxRbb+LT6WxF+F+Ti+sl02/OSn1dsaWsM79P0bLz/YnOT41tqls7a/J8k+rbVnzBn/O0nev6yTBADg3nhOa+0fFxuwYs7UttZ+VFVXJTkyyaVJUlU13j97nl0uS/KcJF9PsmWZpgkAwPZbneRXMnTbolbMmdokqapnJnlPhlUPvpRhNYQTkvx6a+07E5waAABLaMWcqU2S1tqF45q0b0iyNslXkhwtaAEAVrYVdaYWAIBd00pa0gsAgF2UqIV7oareXVUXT3oeAMulqv6+qr5bVXdX1W9OaA77V9U9k/r9TLcVdU0tALDzVdVTkjwvyRFJbspkV5Z13STzErUAwLYcmOSW1toXJz2RJDXpCTCdXH7AildVn66qs6vqrKq6tao2VtWLqmqvqnpXVX2/qm4Yz0SkqlZV1Tuq6saq2lxV11XVy7fxO6qqXjNrny9X1fHL8woBlk5VvTvDeu/7jW/93zhuX/CYV1VHjGOPqqqrxzGfqqoHV9UxVXVtVd1eVe+vqtWz9ju6qq6oqtuqaqaqPlxVB2xjfg+vqo9V1R3j8f38qnrQUv09mF6ill3F85J8J8mhGQ7Of5fkgxm+qfHRSf4lyfvGg+uqJN9IcnySg5O8PsnpVXXCIs//J0lOSnJKkt9Ictb4fIcvyasBWD4vT/LnSb6ZYbnMQ6vqT7N9x7zTkrw4yWFJ9kty4fh8z05ybJKjkrxs1vi9k5yZ5JAkT05yd5JLFppYVe2T5PIkV437HJ1k3yQfuNevlm5Z0osVr6o+nWRVa+2I8f6qJLcn+VBr7QXjtrVJbknyhNbal+Z5jr9Jsra19szx/rszfP3ycVW1e5Jbkxw5+625qjovyZ6ttZOW9AUCLLGqekWSV7TWDtieY15VHZHkX8cxnxkfPzXJm5Ic0Fq7edz29iT7t9aOXeD3rkny7SQPb61dW1X7Z7im91GttXVjXD+ptXbMrH1+OcmGJAe11r62k/8UTDHX1LKrWLf1h9baPVX13STXzNq2afhW5eybJFX1kiQvzHBmYc8kuyf58gLPfWCSvZJ8cvxq5q3uu8g+AL1a7Jh39Zyx18z6eVOSzVuDdta2Q7feqaoDM3yB0uOTrMnwzlnLcCy+dp65PDLJk6vqjjnbW5KHJhG1uxBRy67iR3Put3m2JcmqqnpWkr/M8DXLX0hyR5JXJXncAs99v/HfY5N8a85jd96r2QJMrx055s0+zs533G356UshP5LhTOzvjs+9Ksl/ZjixsNBcLs1wjJ77AbJbFtiHFUrUws96YpIrW2vnbt1QVQ9dZPy1GQ7k+7fWPr/UkwOYsCU55lXVA5MclORFrbUrx21P2sZuVyc5LsnNrbV7dtZc6JOohZ91Q5LnVtVRGc4YPDfD22M3zje4tfaDqvqrJGdV1X2SfD7JPhni+PbW2vuWZ9oAS28Hjnk7uvTWbUm+m+SUqtqYZP8kb87i69Kek+Gs7gVVdUaGa31/LcmzMsSxDw7tQkQtu4L5DmoLbWsZVkZ4VJILxvv/lOHAecw8+ww7tvbaqvp2klcnOSDJ9zKcQXjT/2vmAFNoO495OxSUrbU2Xv51doZrca/PsFLCZ+YOnbXPLVX1xCRvSXJZkj2S3JzkE4J212P1AwAAumedWgAAuidqAQDonqgFAKB7ohYAgO6JWgAAuidqAQDonqgFAKB7ohYAgO6JWgAAuidqAaZcVa2pqrdX1c1VtaWqbqmqj1fVYZOeG8C02G3SEwBgmy7OcLx+bpKbkqxNcmSSB01yUgDTpFprk54DAAuoqn2S3JbkiNbaFYuMOTPJ05LskeQ/kvxha23d+Pgnk9zdWnvKeP/nk6xL8s7W2uuW/EUALAOXHwBMtx+Mt6dX1e4LjLkow1nbo5MckuTqJJ+qqgeMjz8/yWOr6mXj/XOTfCPJG5Zs1gDLzJlagClXVc9Icl6SvTIE62eTXNBau6aqnpTkw0n2ba39aNY+NyR5S2vtHeP9E5K8N8lfJ3lpkke11m5c3lcCsHRcUwsw5Vprl1TVR5McnuQJSY5J8sdV9XtJ9k7yc0lurarZu61O8tBZz3HRGMevTvL7ghZYaUQtQAdaa3cluXy8nV5V5yV5fZK/TfKtJEckqTm7fW/rD1W1Z5LHJPlxkoOWY84Ay0nUAvRpfZLfTnJVkl/I8EGwDYuMf2uSuzOc5f14VX20tfaZJZ8lwDJxTS3AFKuqByb5YJJ3ZVix4I4khyY5O8mHW2unVNXnktwvyalJ/ivJLyU5NsnFrbWrq+qpGT5M9oTW2ler6vQMy4M9orV2+7K/KIAlIGoBpti44sFpSY7KcI3sfTOsXHBhkje31u6sqr2TnJ7k+CQPTrIxyeeSvCbJnUmuSXJWa+2M8Tl3S/JvSf67tXbi8r4igKUhagEA6J51agEA6J6oBQCge6IWAIDuiVoAALonagEA6J6oBQCge6IWAIDuiVoAALonagEA6J6oBQCge6IWAIDuiVoAALr3f9BwENBNY67MAAAAAElFTkSuQmCC">
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<p>Examining the survival statistics, a large majority of males did not survive the ship sinking. However, a majority of females <em>did</em> survive the ship sinking. Let's build on our previous prediction: If a passenger was female, then we will predict that they survived. Otherwise, we will predict the passenger did not survive.<br>
Fill in the missing code below so that the function will make this prediction.<br>
<strong>Hint:</strong> You can access the values of each feature for a passenger like a dictionary. For example, <code>passenger['Sex']</code> is the sex of the passenger.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">def</span> <span class="nf">predictions_1</span><span class="p">(</span><span class="n">data</span><span class="p">):</span>
    <span class="sd">""" Model with one feature: </span>
<span class="sd">            - Predict a passenger survived if they are female. """</span>
    
    <span class="n">predictions</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">passenger</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
        
        <span class="c1"># Remove the 'pass' statement below </span>
        <span class="c1"># and write your prediction conditions here</span>
        <span class="k">if</span> <span class="n">passenger</span><span class="p">[</span><span class="s1">'Sex'</span><span class="p">]</span> <span class="o">==</span><span class="s1">'male'</span><span class="p">:</span>
            <span class="n">predictions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
        <span class="k">else</span><span class="p">:</span>
            <span class="n">predictions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
            
    
    <span class="c1"># Return our predictions</span>
    <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">predictions</span><span class="p">)</span>

<span class="c1"># Make the predictions</span>
<span class="n">predictions</span> <span class="o">=</span> <span class="n">predictions_1</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
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<h3 id="Question-2">Question 2<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Question-2">¶</a></h3><p><em>How accurate would a prediction be that all female passengers survived and the remaining passengers did not survive?</em><br>
<strong>Hint:</strong> Run the code cell below to see the accuracy of this prediction.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">outcomes</span><span class="p">,</span> <span class="n">predictions</span><span class="p">)</span>
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<pre>Predictions have an accuracy of 78.68%.
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<p><strong>Answer</strong>: 78.68</p>

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<p>Using just the <strong>Sex</strong> feature for each passenger, we are able to increase the accuracy of our predictions by a significant margin. Now, let's consider using an additional feature to see if we can further improve our predictions. For example, consider all of the male passengers aboard the RMS Titanic: Can we find a subset of those passengers that had a higher rate of survival? Let's start by looking at the <strong>Age</strong> of each male, by again using the <code>survival_stats</code> function. This time, we'll use a fourth parameter to filter out the data so that only passengers with the <strong>Sex</strong> 'male' will be included.<br>
Run the code cell below to plot the survival outcomes of male passengers based on their age.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="n">vs</span><span class="o">.</span><span class="n">survival_stats</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">outcomes</span><span class="p">,</span> <span class="s1">'Age'</span><span class="p">,</span> <span class="p">[</span><span class="s2">"Sex == 'male'"</span><span class="p">])</span>
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">
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<p>Examining the survival statistics, the majority of males younger than 10 survived the ship sinking, whereas most males age 10 or older <em>did not survive</em> the ship sinking. Let's continue to build on our previous prediction: If a passenger was female, then we will predict they survive. If a passenger was male and younger than 10, then we will also predict they survive. Otherwise, we will predict they do not survive.<br>
Fill in the missing code below so that the function will make this prediction.<br>
<strong>Hint:</strong> You can start your implementation of this function using the prediction code you wrote earlier from <code>predictions_1</code>.</p>

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<div class="prompt input_prompt">In&nbsp;[61]:</div>
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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">def</span> <span class="nf">predictions_2</span><span class="p">(</span><span class="n">data</span><span class="p">):</span>
    <span class="sd">""" Model with two features: </span>
<span class="sd">            - Predict a passenger survived if they are female.</span>
<span class="sd">            - Predict a passenger survived if they are male and younger than 10. """</span>
    
    <span class="n">predictions</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">passenger</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
        
        <span class="c1"># Remove the 'pass' statement below </span>
        <span class="c1"># and write your prediction conditions here</span>
        <span class="c1">#print passenger</span>
        <span class="k">if</span> <span class="n">passenger</span><span class="p">[</span><span class="s1">'Sex'</span><span class="p">]</span> <span class="o">==</span><span class="s1">'female'</span> <span class="ow">or</span> <span class="n">passenger</span><span class="p">[</span><span class="s1">'Age'</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mi">10</span> <span class="p">:</span><span class="c1">#or passenger['Fare'] &gt; 120:</span>
                <span class="n">predictions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
        <span class="k">else</span><span class="p">:</span>
                <span class="n">predictions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
    
    <span class="c1"># Return our predictions</span>
    <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">predictions</span><span class="p">)</span>

<span class="c1"># Make the predictions</span>
<span class="n">predictions</span> <span class="o">=</span> <span class="n">predictions_2</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
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<h3 id="Question-3">Question 3<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Question-3">¶</a></h3><p><em>How accurate would a prediction be that all female passengers and all male passengers younger than 10 survived?</em><br>
<strong>Hint:</strong> Run the code cell below to see the accuracy of this prediction.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">outcomes</span><span class="p">,</span> <span class="n">predictions</span><span class="p">)</span>
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<pre>Predictions have an accuracy of 79.35%.
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<p><strong>Answer</strong>: <em>79.35</em></p>

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<p>Adding the feature <strong>Age</strong> as a condition in conjunction with <strong>Sex</strong> improves the accuracy by a small margin more than with simply using the feature <strong>Sex</strong> alone. Now it's your turn: Find a series of features and conditions to split the data on to obtain an outcome prediction accuracy of at least 80%. This may require multiple features and multiple levels of conditional statements to succeed. You can use the same feature multiple times with different conditions.<br>
<strong>Pclass</strong>, <strong>Sex</strong>, <strong>Age</strong>, <strong>SibSp</strong>, and <strong>Parch</strong> are some suggested features to try.</p>
<p>Use the <code>survival_stats</code> function below to to examine various survival statistics.<br>
<strong>Hint:</strong> To use mulitple filter conditions, put each condition in the list passed as the last argument. Example: <code>["Sex == 'male'", "Age &lt; 18"]</code></p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="n">vs</span><span class="o">.</span><span class="n">survival_stats</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">outcomes</span><span class="p">,</span> <span class="s1">'SibSp'</span><span class="p">,[</span><span class="s2">"Sex == 'female'"</span><span class="p">])</span>
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">
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<p>After exploring the survival statistics visualization, fill in the missing code below so that the function will make your prediction.<br>
Make sure to keep track of the various features and conditions you tried before arriving at your final prediction model.<br>
<strong>Hint:</strong> You can start your implementation of this function using the prediction code you wrote earlier from <code>predictions_2</code>.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">def</span> <span class="nf">predictions_3</span><span class="p">(</span><span class="n">data</span><span class="p">):</span>
    <span class="sd">""" Model with multiple features. Makes a prediction with an accuracy of at least 80%. """</span>
    
    <span class="n">predictions</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">passenger</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
        
        <span class="c1"># Remove the 'pass' statement below </span>
        <span class="c1"># and write your prediction conditions here</span>
        
        <span class="k">if</span> <span class="n">passenger</span><span class="p">[</span><span class="s1">'Sex'</span><span class="p">]</span> <span class="o">==</span> <span class="s1">'female'</span> <span class="ow">or</span> <span class="n">passenger</span><span class="p">[</span><span class="s1">'Age'</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mi">10</span>  <span class="ow">or</span> <span class="p">(</span><span class="n">passenger</span><span class="p">[</span><span class="s1">'SibSp'</span><span class="p">]</span> <span class="o">!=</span><span class="mi">0</span> <span class="ow">and</span> <span class="n">passenger</span><span class="p">[</span><span class="s1">'Sex'</span><span class="p">]</span><span class="o">==</span><span class="s1">'female'</span><span class="p">):</span>
                <span class="n">predictions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
        <span class="k">else</span><span class="p">:</span>
                <span class="n">predictions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
    
    
    <span class="c1"># Return our predictions</span>
    <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">predictions</span><span class="p">)</span>

<span class="c1"># Make the predictions</span>
<span class="n">predictions</span> <span class="o">=</span> <span class="n">predictions_3</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
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<h3 id="Question-4">Question 4<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Question-4">¶</a></h3><p><em>Describe the steps you took to implement the final prediction model so that it got an accuracy of at least 80%. What features did you look at? Were certain features more informative than others? Which conditions did you use to split the survival outcomes in the data? How accurate are your predictions?</em><br>
<strong>Hint:</strong> Run the code cell below to see the accuracy of your predictions.</p>

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<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">outcomes</span><span class="p">,</span> <span class="n">predictions</span><span class="p">)</span>
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<pre>Predictions have an accuracy of 79.35%.
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<p><strong>Answer</strong>: <em>79.35</em>
I tried to use more features like SibSp and Sex, in which if SibSp is 0 and Sex is female, then i predict it as true.
other than that if passenger is female or Age is less than 10 then it will be assumed true that the passenger saved.
Can we improve it further. I am sure we can ! ... please guide me using the features more precisely.</p>

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<h1 id="Conclusion">Conclusion<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Conclusion">¶</a></h1><p>After several iterations of exploring and conditioning on the data, you have built a useful algorithm for predicting the survival of each passenger aboard the RMS Titanic. The technique applied in this project is a manual implementation of a simple machine learning model, the <em>decision tree</em>. A decision tree splits a set of data into smaller and smaller groups (called <em>nodes</em>), by one feature at a time. Each time a subset of the data is split, our predictions become more accurate if each of the resulting subgroups are more homogeneous (contain similar labels) than before. The advantage of having a computer do things for us is that it will be more exhaustive and more precise than our manual exploration above. <a href="http://www.r2d3.us/visual-intro-to-machine-learning-part-1/">This link</a> provides another introduction into machine learning using a decision tree.</p>
<p>A decision tree is just one of many models that come from <em>supervised learning</em>. In supervised learning, we attempt to use features of the data to predict or model things with objective outcome labels. That is to say, each of our data points has a known outcome value, such as a categorical, discrete label like <code>'Survived'</code>, or a numerical, continuous value like predicting the price of a house.</p>
<h3 id="Question-5">Question 5<a class="anchor-link" href="file:///home/dar/Downloads/titanic_survival_exploration%20(1).html#Question-5">¶</a></h3><p><em>Think of a real-world scenario where supervised learning could be applied. What would be the outcome variable that you are trying to predict? Name two features about the data used in this scenario that might be helpful for making the predictions.</em></p>

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<p><strong>Answer</strong>: Supervised learning can be used to predict the best possible students/freshers for training program in a company. The outcome variable would be selected and not selected.  Two features would be Percentage of student in college degree and his familiarity with the domain.</p>

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<blockquote><p><strong>Note</strong>: Once you have completed all of the code implementations and successfully answered each question above, you may finalize your work by exporting the iPython Notebook as an HTML document. You can do this by using the menu above and navigating to<br>
<strong>File -&gt; Download as -&gt; HTML (.html)</strong>. Include the finished document along with this notebook as your submission.</p>
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