jbanerje · July 21, 2018 11:49
diff --git a/kaggle_honey_production b/kaggle_honey_production
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 .glyphicon-triangle-left:before {
  content: "\e251";
 }
 .glyphicon-triangle-bottom:before {
  content: "\e252";
 }
 .glyphicon-triangle-top:before {
  content: "\e253";
 }
 .glyphicon-console:before {
  content: "\e254";
 }
 .glyphicon-superscript:before {
  content: "\e255";
 }
 .glyphicon-subscript:before {
  content: "\e256";
 }
 .glyphicon-menu-left:before {
  content: "\e257";
 }
 .glyphicon-menu-right:before {
  content: "\e258";
 }
 .glyphicon-menu-down:before {
  content: "\e259";
 }
 .glyphicon-menu-up:before {
  content: "\e260";
 }
 * {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
 }
 *:before,
 *:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
 }
 html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
 }
 body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
 }
 input,
 button,
 select,
 textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
 }
 a {
  color: #337ab7;
  text-decoration: none;
 }
 a:hover,
 a:focus {
  color: #23527c;
  text-decoration: underline;
 }
 a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
 }
 figure {
  margin: 0;
 }
 img {
  vertical-align: middle;
 }
 .img-responsive,
 .thumbnail > img,
 .thumbnail a > img,
 .carousel-inner > .item > img,
 .carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
 }
 .img-rounded {
  border-radius: 3px;
 }
 .img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
 }
 .img-circle {
  border-radius: 50%;
 }
 hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
 }
 .sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
 }
 .sr-only-focusable:active,
 .sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
 }
 [role="button"] {
  cursor: pointer;
 }
 h1,
 h2,
 h3,
 h4,
 h5,
 h6,
 .h1,
 .h2,
 .h3,
 .h4,
 .h5,
 .h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
 }
 h1 small,
 h2 small,
 h3 small,
 h4 small,
 h5 small,
 h6 small,
 .h1 small,
 .h2 small,
 .h3 small,
 .h4 small,
 .h5 small,
 .h6 small,
 h1 .small,
 h2 .small,
 h3 .small,
 h4 .small,
 h5 .small,
 h6 .small,
 .h1 .small,
 .h2 .small,
 .h3 .small,
 .h4 .small,
 .h5 .small,
 .h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
 }
 h1,
 .h1,
 h2,
 .h2,
 h3,
 .h3 {
  margin-top: 18px;
  margin-bottom: 9px;
 }
 h1 small,
 .h1 small,
 h2 small,
 .h2 small,
 h3 small,
 .h3 small,
 h1 .small,
 .h1 .small,
 h2 .small,
 .h2 .small,
 h3 .small,
 .h3 .small {
  font-size: 65%;
 }
 h4,
 .h4,
 h5,
 .h5,
 h6,
 .h6 {
  margin-top: 9px;
  margin-bottom: 9px;
 }
 h4 small,
 .h4 small,
 h5 small,
 .h5 small,
 h6 small,
 .h6 small,
 h4 .small,
 .h4 .small,
 h5 .small,
 .h5 .small,
 h6 .small,
 .h6 .small {
  font-size: 75%;
 }
 h1,
 .h1 {
  font-size: 33px;
 }
 h2,
 .h2 {
  font-size: 27px;
 }
 h3,
 .h3 {
  font-size: 23px;
 }
 h4,
 .h4 {
  font-size: 17px;
 }
 h5,
 .h5 {
  font-size: 13px;
 }
 h6,
 .h6 {
  font-size: 12px;
 }
 p {
  margin: 0 0 9px;
 }
 .lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
 }
 @media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
 }
 small,
 .small {
  font-size: 92%;
 }
 mark,
 .mark {
  background-color: #fcf8e3;
  padding: .2em;
 }
 .text-left {
  text-align: left;
 }
 .text-right {
  text-align: right;
 }
 .text-center {
  text-align: center;
 }
 .text-justify {
  text-align: justify;
 }
 .text-nowrap {
  white-space: nowrap;
 }
 .text-lowercase {
  text-transform: lowercase;
 }
 .text-uppercase {
  text-transform: uppercase;
 }
 .text-capitalize {
  text-transform: capitalize;
 }
 .text-muted {
  color: #777777;
 }
 .text-primary {
  color: #337ab7;
 }
 a.text-primary:hover,
 a.text-primary:focus {
  color: #286090;
 }
 .text-success {
  color: #3c763d;
 }
 a.text-success:hover,
 a.text-success:focus {
  color: #2b542c;
 }
 .text-info {
  color: #31708f;
 }
 a.text-info:hover,
 a.text-info:focus {
  color: #245269;
 }
 .text-warning {
  color: #8a6d3b;
 }
 a.text-warning:hover,
 a.text-warning:focus {
  color: #66512c;
 }
 .text-danger {
  color: #a94442;
 }
 a.text-danger:hover,
 a.text-danger:focus {
  color: #843534;
 }
 .bg-primary {
  color: #fff;
  background-color: #337ab7;
 }
 a.bg-primary:hover,
 a.bg-primary:focus {
  background-color: #286090;
 }
 .bg-success {
  background-color: #dff0d8;
 }
 a.bg-success:hover,
 a.bg-success:focus {
  background-color: #c1e2b3;
 }
 .bg-info {
  background-color: #d9edf7;
 }
 a.bg-info:hover,
 a.bg-info:focus {
  background-color: #afd9ee;
 }
 .bg-warning {
  background-color: #fcf8e3;
 }
 a.bg-warning:hover,
 a.bg-warning:focus {
  background-color: #f7ecb5;
 }
 .bg-danger {
  background-color: #f2dede;
 }
 a.bg-danger:hover,
 a.bg-danger:focus {
  background-color: #e4b9b9;
 }
 .page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
 }
 ul,
 ol {
  margin-top: 0;
  margin-bottom: 9px;
 }
 ul ul,
 ol ul,
 ul ol,
 ol ol {
  margin-bottom: 0;
 }
 .list-unstyled {
  padding-left: 0;
  list-style: none;
 }
 .list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
 }
 .list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
 }
 dl {
  margin-top: 0;
  margin-bottom: 18px;
 }
 dt,
 dd {
  line-height: 1.42857143;
 }
 dt {
  font-weight: bold;
 }
 dd {
  margin-left: 0;
 }
 @media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
 }
 abbr[title],
 abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
 }
 .initialism {
  font-size: 90%;
  text-transform: uppercase;
 }
 blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
 }
 blockquote p:last-child,
 blockquote ul:last-child,
 blockquote ol:last-child {
  margin-bottom: 0;
 }
 blockquote footer,
 blockquote small,
 blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
 }
 blockquote footer:before,
 blockquote small:before,
 blockquote .small:before {
  content: '\2014 \00A0';
 }
 .blockquote-reverse,
 blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
 }
 .blockquote-reverse footer:before,
 blockquote.pull-right footer:before,
 .blockquote-reverse small:before,
 blockquote.pull-right small:before,
 .blockquote-reverse .small:before,
 blockquote.pull-right .small:before {
  content: '';
 }
 .blockquote-reverse footer:after,
 blockquote.pull-right footer:after,
 .blockquote-reverse small:after,
 blockquote.pull-right small:after,
 .blockquote-reverse .small:after,
 blockquote.pull-right .small:after {
  content: '\00A0 \2014';
 }
 address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
 }
 code,
 kbd,
 pre,
 samp {
  font-family: monospace;
 }
 code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
 }
 kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
 }
 kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
 }
 pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
 }
 pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
 }
 .pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
 }
 .container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
 }
 @media (min-width: 768px) {
  .container {
    width: 768px;
  }
 }
 @media (min-width: 992px) {
  .container {
    width: 940px;
  }
 }
 @media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
 }
 .container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
 }
 .row {
  margin-left: 0px;
  margin-right: 0px;
 }
 .col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
 }
 .col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
 }
 .col-xs-12 {
  width: 100%;
 }
 .col-xs-11 {
  width: 91.66666667%;
 }
 .col-xs-10 {
  width: 83.33333333%;
 }
 .col-xs-9 {
  width: 75%;
 }
 .col-xs-8 {
  width: 66.66666667%;
 }
 .col-xs-7 {
  width: 58.33333333%;
 }
 .col-xs-6 {
  width: 50%;
 }
 .col-xs-5 {
  width: 41.66666667%;
 }
 .col-xs-4 {
  width: 33.33333333%;
 }
 .col-xs-3 {
  width: 25%;
 }
 .col-xs-2 {
  width: 16.66666667%;
 }
 .col-xs-1 {
  width: 8.33333333%;
 }
 .col-xs-pull-12 {
  right: 100%;
 }
 .col-xs-pull-11 {
  right: 91.66666667%;
 }
 .col-xs-pull-10 {
  right: 83.33333333%;
 }
 .col-xs-pull-9 {
  right: 75%;
 }
 .col-xs-pull-8 {
  right: 66.66666667%;
 }
 .col-xs-pull-7 {
  right: 58.33333333%;
 }
 .col-xs-pull-6 {
  right: 50%;
 }
 .col-xs-pull-5 {
  right: 41.66666667%;
 }
 .col-xs-pull-4 {
  right: 33.33333333%;
 }
 .col-xs-pull-3 {
  right: 25%;
 }
 .col-xs-pull-2 {
  right: 16.66666667%;
 }
 .col-xs-pull-1 {
  right: 8.33333333%;
 }
 .col-xs-pull-0 {
  right: auto;
 }
 .col-xs-push-12 {
  left: 100%;
 }
 .col-xs-push-11 {
  left: 91.66666667%;
 }
 .col-xs-push-10 {
  left: 83.33333333%;
 }
 .col-xs-push-9 {
  left: 75%;
 }
 .col-xs-push-8 {
  left: 66.66666667%;
 }
 .col-xs-push-7 {
  left: 58.33333333%;
 }
 .col-xs-push-6 {
  left: 50%;
 }
 .col-xs-push-5 {
  left: 41.66666667%;
 }
 .col-xs-push-4 {
  left: 33.33333333%;
 }
 .col-xs-push-3 {
  left: 25%;
 }
 .col-xs-push-2 {
  left: 16.66666667%;
 }
 .col-xs-push-1 {
  left: 8.33333333%;
 }
 .col-xs-push-0 {
  left: auto;
 }
 .col-xs-offset-12 {
  margin-left: 100%;
 }
 .col-xs-offset-11 {
  margin-left: 91.66666667%;
 }
 .col-xs-offset-10 {
  margin-left: 83.33333333%;
 }
 .col-xs-offset-9 {
  margin-left: 75%;
 }
 .col-xs-offset-8 {
  margin-left: 66.66666667%;
 }
 .col-xs-offset-7 {
  margin-left: 58.33333333%;
 }
 .col-xs-offset-6 {
  margin-left: 50%;
 }
 .col-xs-offset-5 {
  margin-left: 41.66666667%;
 }
 .col-xs-offset-4 {
  margin-left: 33.33333333%;
 }
 .col-xs-offset-3 {
  margin-left: 25%;
 }
 .col-xs-offset-2 {
  margin-left: 16.66666667%;
 }
 .col-xs-offset-1 {
  margin-left: 8.33333333%;
 }
 .col-xs-offset-0 {
  margin-left: 0%;
 }
 @media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
 }
 @media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
 }
 @media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
 }
 table {
  background-color: transparent;
 }
 caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
 }
 th {
  text-align: left;
 }
 .table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
 }
 .table > thead > tr > th,
 .table > tbody > tr > th,
 .table > tfoot > tr > th,
 .table > thead > tr > td,
 .table > tbody > tr > td,
 .table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
 }
 .table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
 }
 .table > caption + thead > tr:first-child > th,
 .table > colgroup + thead > tr:first-child > th,
 .table > thead:first-child > tr:first-child > th,
 .table > caption + thead > tr:first-child > td,
 .table > colgroup + thead > tr:first-child > td,
 .table > thead:first-child > tr:first-child > td {
  border-top: 0;
 }
 .table > tbody + tbody {
  border-top: 2px solid #ddd;
 }
 .table .table {
  background-color: #fff;
 }
 .table-condensed > thead > tr > th,
 .table-condensed > tbody > tr > th,
 .table-condensed > tfoot > tr > th,
 .table-condensed > thead > tr > td,
 .table-condensed > tbody > tr > td,
 .table-condensed > tfoot > tr > td {
  padding: 5px;
 }
 .table-bordered {
  border: 1px solid #ddd;
 }
 .table-bordered > thead > tr > th,
 .table-bordered > tbody > tr > th,
 .table-bordered > tfoot > tr > th,
 .table-bordered > thead > tr > td,
 .table-bordered > tbody > tr > td,
 .table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
 }
 .table-bordered > thead > tr > th,
 .table-bordered > thead > tr > td {
  border-bottom-width: 2px;
 }
 .table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
 }
 .table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
 }
 table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
 }
 table td[class*="col-"],
 table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
 }
 .table > thead > tr > td.active,
 .table > tbody > tr > td.active,
 .table > tfoot > tr > td.active,
 .table > thead > tr > th.active,
 .table > tbody > tr > th.active,
 .table > tfoot > tr > th.active,
 .table > thead > tr.active > td,
 .table > tbody > tr.active > td,
 .table > tfoot > tr.active > td,
 .table > thead > tr.active > th,
 .table > tbody > tr.active > th,
 .table > tfoot > tr.active > th {
  background-color: #f5f5f5;
 }
 .table-hover > tbody > tr > td.active:hover,
 .table-hover > tbody > tr > th.active:hover,
 .table-hover > tbody > tr.active:hover > td,
 .table-hover > tbody > tr:hover > .active,
 .table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
 }
 .table > thead > tr > td.success,
 .table > tbody > tr > td.success,
 .table > tfoot > tr > td.success,
 .table > thead > tr > th.success,
 .table > tbody > tr > th.success,
 .table > tfoot > tr > th.success,
 .table > thead > tr.success > td,
 .table > tbody > tr.success > td,
 .table > tfoot > tr.success > td,
 .table > thead > tr.success > th,
 .table > tbody > tr.success > th,
 .table > tfoot > tr.success > th {
  background-color: #dff0d8;
 }
 .table-hover > tbody > tr > td.success:hover,
 .table-hover > tbody > tr > th.success:hover,
 .table-hover > tbody > tr.success:hover > td,
 .table-hover > tbody > tr:hover > .success,
 .table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
 }
 .table > thead > tr > td.info,
 .table > tbody > tr > td.info,
 .table > tfoot > tr > td.info,
 .table > thead > tr > th.info,
 .table > tbody > tr > th.info,
 .table > tfoot > tr > th.info,
 .table > thead > tr.info > td,
 .table > tbody > tr.info > td,
 .table > tfoot > tr.info > td,
 .table > thead > tr.info > th,
 .table > tbody > tr.info > th,
 .table > tfoot > tr.info > th {
  background-color: #d9edf7;
 }
 .table-hover > tbody > tr > td.info:hover,
 .table-hover > tbody > tr > th.info:hover,
 .table-hover > tbody > tr.info:hover > td,
 .table-hover > tbody > tr:hover > .info,
 .table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
 }
 .table > thead > tr > td.warning,
 .table > tbody > tr > td.warning,
 .table > tfoot > tr > td.warning,
 .table > thead > tr > th.warning,
 .table > tbody > tr > th.warning,
 .table > tfoot > tr > th.warning,
 .table > thead > tr.warning > td,
 .table > tbody > tr.warning > td,
 .table > tfoot > tr.warning > td,
 .table > thead > tr.warning > th,
 .table > tbody > tr.warning > th,
 .table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
 }
 .table-hover > tbody > tr > td.warning:hover,
 .table-hover > tbody > tr > th.warning:hover,
 .table-hover > tbody > tr.warning:hover > td,
 .table-hover > tbody > tr:hover > .warning,
 .table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
 }
 .table > thead > tr > td.danger,
 .table > tbody > tr > td.danger,
 .table > tfoot > tr > td.danger,
 .table > thead > tr > th.danger,
 .table > tbody > tr > th.danger,
 .table > tfoot > tr > th.danger,
 .table > thead > tr.danger > td,
 .table > tbody > tr.danger > td,
 .table > tfoot > tr.danger > td,
 .table > thead > tr.danger > th,
 .table > tbody > tr.danger > th,
 .table > tfoot > tr.danger > th {
  background-color: #f2dede;
 }
 .table-hover > tbody > tr > td.danger:hover,
 .table-hover > tbody > tr > th.danger:hover,
 .table-hover > tbody > tr.danger:hover > td,
 .table-hover > tbody > tr:hover > .danger,
 .table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
 }
 .table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
 }
 @media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
 }
 fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
 }
 legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
 }
 label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
 }
 input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
 }
 input[type="radio"],
 input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
 }
 input[type="file"] {
  display: block;
 }
 input[type="range"] {
  display: block;
  width: 100%;
 }
 select[multiple],
 select[size] {
  height: auto;
 }
 input[type="file"]:focus,
 input[type="radio"]:focus,
 input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
 }
 output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
 }
 .form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
 }
 .form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
 }
 .form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
 }
 .form-control:-ms-input-placeholder {
  color: #999;
 }
 .form-control::-webkit-input-placeholder {
  color: #999;
 }
 .form-control::-ms-expand {
  border: 0;
  background-color: transparent;
 }
 .form-control[disabled],
 .form-control[readonly],
 fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
 }
 .form-control[disabled],
 fieldset[disabled] .form-control {
  cursor: not-allowed;
 }
 textarea.form-control {
  height: auto;
 }
 input[type="search"] {
  -webkit-appearance: none;
 }
 @media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
 }
 .form-group {
  margin-bottom: 15px;
 }
 .radio,
 .checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
 }
 .radio label,
 .checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
 }
 .radio input[type="radio"],
 .radio-inline input[type="radio"],
 .checkbox input[type="checkbox"],
 .checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
 }
 .radio + .radio,
 .checkbox + .checkbox {
  margin-top: -5px;
 }
 .radio-inline,
 .checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
 }
 .radio-inline + .radio-inline,
 .checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
 }
 input[type="radio"][disabled],
 input[type="checkbox"][disabled],
 input[type="radio"].disabled,
 input[type="checkbox"].disabled,
 fieldset[disabled] input[type="radio"],
 fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
 }
 .radio-inline.disabled,
 .checkbox-inline.disabled,
 fieldset[disabled] .radio-inline,
 fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
 }
 .radio.disabled label,
 .checkbox.disabled label,
 fieldset[disabled] .radio label,
 fieldset[disabled] .checkbox label {
  cursor: not-allowed;
 }
 .form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
 }
 .form-control-static.input-lg,
 .form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
 }
 .input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
 }
 select.input-sm {
  height: 30px;
  line-height: 30px;
 }
 textarea.input-sm,
 select[multiple].input-sm {
  height: auto;
 }
 .form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
 }
 .form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
 }
 .form-group-sm textarea.form-control,
 .form-group-sm select[multiple].form-control {
  height: auto;
 }
 .form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
 }
 .input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
 }
 select.input-lg {
  height: 45px;
  line-height: 45px;
 }
 textarea.input-lg,
 select[multiple].input-lg {
  height: auto;
 }
 .form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
 }
 .form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
 }
 .form-group-lg textarea.form-control,
 .form-group-lg select[multiple].form-control {
  height: auto;
 }
 .form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
 }
 .has-feedback {
  position: relative;
 }
 .has-feedback .form-control {
  padding-right: 40px;
 }
 .form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
 }
 .input-lg + .form-control-feedback,
 .input-group-lg + .form-control-feedback,
 .form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
 }
 .input-sm + .form-control-feedback,
 .input-group-sm + .form-control-feedback,
 .form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
 }
 .has-success .help-block,
 .has-success .control-label,
 .has-success .radio,
 .has-success .checkbox,
 .has-success .radio-inline,
 .has-success .checkbox-inline,
 .has-success.radio label,
 .has-success.checkbox label,
 .has-success.radio-inline label,
 .has-success.checkbox-inline label {
  color: #3c763d;
 }
 .has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
 }
 .has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
 }
 .has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
 }
 .has-success .form-control-feedback {
  color: #3c763d;
 }
 .has-warning .help-block,
 .has-warning .control-label,
 .has-warning .radio,
 .has-warning .checkbox,
 .has-warning .radio-inline,
 .has-warning .checkbox-inline,
 .has-warning.radio label,
 .has-warning.checkbox label,
 .has-warning.radio-inline label,
 .has-warning.checkbox-inline label {
  color: #8a6d3b;
 }
 .has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
 }
 .has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
 }
 .has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
 }
 .has-warning .form-control-feedback {
  color: #8a6d3b;
 }
 .has-error .help-block,
 .has-error .control-label,
 .has-error .radio,
 .has-error .checkbox,
 .has-error .radio-inline,
 .has-error .checkbox-inline,
 .has-error.radio label,
 .has-error.checkbox label,
 .has-error.radio-inline label,
 .has-error.checkbox-inline label {
  color: #a94442;
 }
 .has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
 }
 .has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
 }
 .has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
 }
 .has-error .form-control-feedback {
  color: #a94442;
 }
 .has-feedback label ~ .form-control-feedback {
  top: 23px;
 }
 .has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
 }
 .help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
 }
 @media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
 }
 .form-horizontal .radio,
 .form-horizontal .checkbox,
 .form-horizontal .radio-inline,
 .form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
 }
 .form-horizontal .radio,
 .form-horizontal .checkbox {
  min-height: 25px;
 }
 .form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
 }
 @media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
 }
 .form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
 }
 @media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
 }
 @media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
 }
 .btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
 }
 .btn:focus,
 .btn:active:focus,
 .btn.active:focus,
 .btn.focus,
 .btn:active.focus,
 .btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
 }
 .btn:hover,
 .btn:focus,
 .btn.focus {
  color: #333;
  text-decoration: none;
 }
 .btn:active,
 .btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
 }
 .btn.disabled,
 .btn[disabled],
 fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
 }
 a.btn.disabled,
 fieldset[disabled] a.btn {
  pointer-events: none;
 }
 .btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
 }
 .btn-default:focus,
 .btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
 }
 .btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
 }
 .btn-default:active,
 .btn-default.active,
 .open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
 }
 .btn-default:active:hover,
 .btn-default.active:hover,
 .open > .dropdown-toggle.btn-default:hover,
 .btn-default:active:focus,
 .btn-default.active:focus,
 .open > .dropdown-toggle.btn-default:focus,
 .btn-default:active.focus,
 .btn-default.active.focus,
 .open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
 }
 .btn-default:active,
 .btn-default.active,
 .open > .dropdown-toggle.btn-default {
  background-image: none;
 }
 .btn-default.disabled:hover,
 .btn-default[disabled]:hover,
 fieldset[disabled] .btn-default:hover,
 .btn-default.disabled:focus,
 .btn-default[disabled]:focus,
 fieldset[disabled] .btn-default:focus,
 .btn-default.disabled.focus,
 .btn-default[disabled].focus,
 fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
 }
 .btn-default .badge {
  color: #fff;
  background-color: #333;
 }
 .btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
 }
 .btn-primary:focus,
 .btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
 }
 .btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
 }
 .btn-primary:active,
 .btn-primary.active,
 .open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
 }
 .btn-primary:active:hover,
 .btn-primary.active:hover,
 .open > .dropdown-toggle.btn-primary:hover,
 .btn-primary:active:focus,
 .btn-primary.active:focus,
 .open > .dropdown-toggle.btn-primary:focus,
 .btn-primary:active.focus,
 .btn-primary.active.focus,
 .open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
 }
 .btn-primary:active,
 .btn-primary.active,
 .open > .dropdown-toggle.btn-primary {
  background-image: none;
 }
 .btn-primary.disabled:hover,
 .btn-primary[disabled]:hover,
 fieldset[disabled] .btn-primary:hover,
 .btn-primary.disabled:focus,
 .btn-primary[disabled]:focus,
 fieldset[disabled] .btn-primary:focus,
 .btn-primary.disabled.focus,
 .btn-primary[disabled].focus,
 fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
 }
 .btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
 }
 .btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
 }
 .btn-success:focus,
 .btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
 }
 .btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
 }
 .btn-success:active,
 .btn-success.active,
 .open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
 }
 .btn-success:active:hover,
 .btn-success.active:hover,
 .open > .dropdown-toggle.btn-success:hover,
 .btn-success:active:focus,
 .btn-success.active:focus,
 .open > .dropdown-toggle.btn-success:focus,
 .btn-success:active.focus,
 .btn-success.active.focus,
 .open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
 }
 .btn-success:active,
 .btn-success.active,
 .open > .dropdown-toggle.btn-success {
  background-image: none;
 }
 .btn-success.disabled:hover,
 .btn-success[disabled]:hover,
 fieldset[disabled] .btn-success:hover,
 .btn-success.disabled:focus,
 .btn-success[disabled]:focus,
 fieldset[disabled] .btn-success:focus,
 .btn-success.disabled.focus,
 .btn-success[disabled].focus,
 fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
 }
 .btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
 }
 .btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
 }
 .btn-info:focus,
 .btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
 }
 .btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
 }
 .btn-info:active,
 .btn-info.active,
 .open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
 }
 .btn-info:active:hover,
 .btn-info.active:hover,
 .open > .dropdown-toggle.btn-info:hover,
 .btn-info:active:focus,
 .btn-info.active:focus,
 .open > .dropdown-toggle.btn-info:focus,
 .btn-info:active.focus,
 .btn-info.active.focus,
 .open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
 }
 .btn-info:active,
 .btn-info.active,
 .open > .dropdown-toggle.btn-info {
  background-image: none;
 }
 .btn-info.disabled:hover,
 .btn-info[disabled]:hover,
 fieldset[disabled] .btn-info:hover,
 .btn-info.disabled:focus,
 .btn-info[disabled]:focus,
 fieldset[disabled] .btn-info:focus,
 .btn-info.disabled.focus,
 .btn-info[disabled].focus,
 fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
 }
 .btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
 }
 .btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
 }
 .btn-warning:focus,
 .btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
 }
 .btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
 }
 .btn-warning:active,
 .btn-warning.active,
 .open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
 }
 .btn-warning:active:hover,
 .btn-warning.active:hover,
 .open > .dropdown-toggle.btn-warning:hover,
 .btn-warning:active:focus,
 .btn-warning.active:focus,
 .open > .dropdown-toggle.btn-warning:focus,
 .btn-warning:active.focus,
 .btn-warning.active.focus,
 .open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
 }
 .btn-warning:active,
 .btn-warning.active,
 .open > .dropdown-toggle.btn-warning {
  background-image: none;
 }
 .btn-warning.disabled:hover,
 .btn-warning[disabled]:hover,
 fieldset[disabled] .btn-warning:hover,
 .btn-warning.disabled:focus,
 .btn-warning[disabled]:focus,
 fieldset[disabled] .btn-warning:focus,
 .btn-warning.disabled.focus,
 .btn-warning[disabled].focus,
 fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
 }
 .btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
 }
 .btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
 }
 .btn-danger:focus,
 .btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
 }
 .btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
 }
 .btn-danger:active,
 .btn-danger.active,
 .open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
 }
 .btn-danger:active:hover,
 .btn-danger.active:hover,
 .open > .dropdown-toggle.btn-danger:hover,
 .btn-danger:active:focus,
 .btn-danger.active:focus,
 .open > .dropdown-toggle.btn-danger:focus,
 .btn-danger:active.focus,
 .btn-danger.active.focus,
 .open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
 }
 .btn-danger:active,
 .btn-danger.active,
 .open > .dropdown-toggle.btn-danger {
  background-image: none;
 }
 .btn-danger.disabled:hover,
 .btn-danger[disabled]:hover,
 fieldset[disabled] .btn-danger:hover,
 .btn-danger.disabled:focus,
 .btn-danger[disabled]:focus,
 fieldset[disabled] .btn-danger:focus,
 .btn-danger.disabled.focus,
 .btn-danger[disabled].focus,
 fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
 }
 .btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
 }
 .btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
 }
 .btn-link,
 .btn-link:active,
 .btn-link.active,
 .btn-link[disabled],
 fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
 }
 .btn-link,
 .btn-link:hover,
 .btn-link:focus,
 .btn-link:active {
  border-color: transparent;
 }
 .btn-link:hover,
 .btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
 }
 .btn-link[disabled]:hover,
 fieldset[disabled] .btn-link:hover,
 .btn-link[disabled]:focus,
 fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
 }
 .btn-lg,
 .btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
 }
 .btn-sm,
 .btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
 }
 .btn-xs,
 .btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
 }
 .btn-block {
  display: block;
  width: 100%;
 }
 .btn-block + .btn-block {
  margin-top: 5px;
 }
 input[type="submit"].btn-block,
 input[type="reset"].btn-block,
 input[type="button"].btn-block {
  width: 100%;
 }
 .fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
 }
 .fade.in {
  opacity: 1;
 }
 .collapse {
  display: none;
 }
 .collapse.in {
  display: block;
 }
 tr.collapse.in {
  display: table-row;
 }
 tbody.collapse.in {
  display: table-row-group;
 }
 .collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
 }
 .caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
 }
 .dropup,
 .dropdown {
  position: relative;
 }
 .dropdown-toggle:focus {
  outline: 0;
 }
 .dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
 }
 .dropdown-menu.pull-right {
  right: 0;
  left: auto;
 }
 .dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
 }
 .dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
 }
 .dropdown-menu > li > a:hover,
 .dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
 }
 .dropdown-menu > .active > a,
 .dropdown-menu > .active > a:hover,
 .dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
 }
 .dropdown-menu > .disabled > a,
 .dropdown-menu > .disabled > a:hover,
 .dropdown-menu > .disabled > a:focus {
  color: #777777;
 }
 .dropdown-menu > .disabled > a:hover,
 .dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
 }
 .open > .dropdown-menu {
  display: block;
 }
 .open > a {
  outline: 0;
 }
 .dropdown-menu-right {
  left: auto;
  right: 0;
 }
 .dropdown-menu-left {
  left: 0;
  right: auto;
 }
 .dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
 }
 .dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
 }
 .pull-right > .dropdown-menu {
  right: 0;
  left: auto;
 }
 .dropup .caret,
 .navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
 }
 .dropup .dropdown-menu,
 .navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
 }
 @media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
 }
 .btn-group,
 .btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
 }
 .btn-group > .btn,
 .btn-group-vertical > .btn {
  position: relative;
  float: left;
 }
 .btn-group > .btn:hover,
 .btn-group-vertical > .btn:hover,
 .btn-group > .btn:focus,
 .btn-group-vertical > .btn:focus,
 .btn-group > .btn:active,
 .btn-group-vertical > .btn:active,
 .btn-group > .btn.active,
 .btn-group-vertical > .btn.active {
  z-index: 2;
 }
 .btn-group .btn + .btn,
 .btn-group .btn + .btn-group,
 .btn-group .btn-group + .btn,
 .btn-group .btn-group + .btn-group {
  margin-left: -1px;
 }
 .btn-toolbar {
  margin-left: -5px;
 }
 .btn-toolbar .btn,
 .btn-toolbar .btn-group,
 .btn-toolbar .input-group {
  float: left;
 }
 .btn-toolbar > .btn,
 .btn-toolbar > .btn-group,
 .btn-toolbar > .input-group {
  margin-left: 5px;
 }
 .btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
 }
 .btn-group > .btn:first-child {
  margin-left: 0;
 }
 .btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
 }
 .btn-group > .btn:last-child:not(:first-child),
 .btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
 }
 .btn-group > .btn-group {
  float: left;
 }
 .btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
 }
 .btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
 .btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
 }
 .btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
 }
 .btn-group .dropdown-toggle:active,
 .btn-group.open .dropdown-toggle {
  outline: 0;
 }
 .btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
 }
 .btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
 }
 .btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
 }
 .btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
 }
 .btn .caret {
  margin-left: 0;
 }
 .btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
 }
 .dropup .btn-lg .caret {
  border-width: 0 5px 5px;
 }
 .btn-group-vertical > .btn,
 .btn-group-vertical > .btn-group,
 .btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
 }
 .btn-group-vertical > .btn-group > .btn {
  float: none;
 }
 .btn-group-vertical > .btn + .btn,
 .btn-group-vertical > .btn + .btn-group,
 .btn-group-vertical > .btn-group + .btn,
 .btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
 }
 .btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
 }
 .btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
 }
 .btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
 }
 .btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
 }
 .btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
 .btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
 }
 .btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
 }
 .btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
 }
 .btn-group-justified > .btn,
 .btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
 }
 .btn-group-justified > .btn-group .btn {
  width: 100%;
 }
 .btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
 }
 [data-toggle="buttons"] > .btn input[type="radio"],
 [data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
 [data-toggle="buttons"] > .btn input[type="checkbox"],
 [data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
 }
 .input-group {
  position: relative;
  display: table;
  border-collapse: separate;
 }
 .input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
 }
 .input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
 }
 .input-group .form-control:focus {
  z-index: 3;
 }
 .input-group-lg > .form-control,
 .input-group-lg > .input-group-addon,
 .input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
 }
 select.input-group-lg > .form-control,
 select.input-group-lg > .input-group-addon,
 select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
 }
 textarea.input-group-lg > .form-control,
 textarea.input-group-lg > .input-group-addon,
 textarea.input-group-lg > .input-group-btn > .btn,
 select[multiple].input-group-lg > .form-control,
 select[multiple].input-group-lg > .input-group-addon,
 select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
 }
 .input-group-sm > .form-control,
 .input-group-sm > .input-group-addon,
 .input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
 }
 select.input-group-sm > .form-control,
 select.input-group-sm > .input-group-addon,
 select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
 }
 textarea.input-group-sm > .form-control,
 textarea.input-group-sm > .input-group-addon,
 textarea.input-group-sm > .input-group-btn > .btn,
 select[multiple].input-group-sm > .form-control,
 select[multiple].input-group-sm > .input-group-addon,
 select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
 }
 .input-group-addon,
 .input-group-btn,
 .input-group .form-control {
  display: table-cell;
 }
 .input-group-addon:not(:first-child):not(:last-child),
 .input-group-btn:not(:first-child):not(:last-child),
 .input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
 }
 .input-group-addon,
 .input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
 }
 .input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
 }
 .input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
 }
 .input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
 }
 .input-group-addon input[type="radio"],
 .input-group-addon input[type="checkbox"] {
  margin-top: 0;
 }
 .input-group .form-control:first-child,
 .input-group-addon:first-child,
 .input-group-btn:first-child > .btn,
 .input-group-btn:first-child > .btn-group > .btn,
 .input-group-btn:first-child > .dropdown-toggle,
 .input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
 .input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
 }
 .input-group-addon:first-child {
  border-right: 0;
 }
 .input-group .form-control:last-child,
 .input-group-addon:last-child,
 .input-group-btn:last-child > .btn,
 .input-group-btn:last-child > .btn-group > .btn,
 .input-group-btn:last-child > .dropdown-toggle,
 .input-group-btn:first-child > .btn:not(:first-child),
 .input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
 }
 .input-group-addon:last-child {
  border-left: 0;
 }
 .input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
 }
 .input-group-btn > .btn {
  position: relative;
 }
 .input-group-btn > .btn + .btn {
  margin-left: -1px;
 }
 .input-group-btn > .btn:hover,
 .input-group-btn > .btn:focus,
 .input-group-btn > .btn:active {
  z-index: 2;
 }
 .input-group-btn:first-child > .btn,
 .input-group-btn:first-child > .btn-group {
  margin-right: -1px;
 }
 .input-group-btn:last-child > .btn,
 .input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
 }
 .nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
 }
 .nav > li {
  position: relative;
  display: block;
 }
 .nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
 }
 .nav > li > a:hover,
 .nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
 }
 .nav > li.disabled > a {
  color: #777777;
 }
 .nav > li.disabled > a:hover,
 .nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
 }
 .nav .open > a,
 .nav .open > a:hover,
 .nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
 }
 .nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
 }
 .nav > li > a > img {
  max-width: none;
 }
 .nav-tabs {
  border-bottom: 1px solid #ddd;
 }
 .nav-tabs > li {
  float: left;
  margin-bottom: -1px;
 }
 .nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
 }
 .nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
 }
 .nav-tabs > li.active > a,
 .nav-tabs > li.active > a:hover,
 .nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
 }
 .nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
 }
 .nav-tabs.nav-justified > li {
  float: none;
 }
 .nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
 }
 .nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
 }
 @media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
 }
 .nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
 }
 .nav-tabs.nav-justified > .active > a,
 .nav-tabs.nav-justified > .active > a:hover,
 .nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
 }
 @media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
 }
 .nav-pills > li {
  float: left;
 }
 .nav-pills > li > a {
  border-radius: 2px;
 }
 .nav-pills > li + li {
  margin-left: 2px;
 }
 .nav-pills > li.active > a,
 .nav-pills > li.active > a:hover,
 .nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
 }
 .nav-stacked > li {
  float: none;
 }
 .nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
 }
 .nav-justified {
  width: 100%;
 }
 .nav-justified > li {
  float: none;
 }
 .nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
 }
 .nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
 }
 @media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
 }
 .nav-tabs-justified {
  border-bottom: 0;
 }
 .nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
 }
 .nav-tabs-justified > .active > a,
 .nav-tabs-justified > .active > a:hover,
 .nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
 }
 @media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
 }
 .tab-content > .tab-pane {
  display: none;
 }
 .tab-content > .active {
  display: block;
 }
 .nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
 }
 .navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
 }
 @media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
 }
 @media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
 }
 .navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
 }
 .navbar-collapse.in {
  overflow-y: auto;
 }
 @media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
 }
 .navbar-fixed-top .navbar-collapse,
 .navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
 }
 @media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
 }
 .container > .navbar-header,
 .container-fluid > .navbar-header,
 .container > .navbar-collapse,
 .container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
 }
 @media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
 }
 .navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
 }
 @media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
 }
 .navbar-fixed-top,
 .navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
 }
 @media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
 }
 .navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
 }
 .navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
 }
 .navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
 }
 .navbar-brand:hover,
 .navbar-brand:focus {
  text-decoration: none;
 }
 .navbar-brand > img {
  display: block;
 }
 @media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
 }
 .navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
 }
 .navbar-toggle:focus {
  outline: 0;
 }
 .navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
 }
 .navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
 }
 @media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
 }
 .navbar-nav {
  margin: 3px 0px;
 }
 .navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
 }
 @media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
 }
 @media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
 }
 .navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
 }
 @media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
 }
 @media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
 }
 @media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
 }
 .navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
 }
 .navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
 }
 .navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
 }
 .navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
 }
 .navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
 }
 .navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
 }
 @media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
 }
 @media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
 }
 .navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
 }
 .navbar-default .navbar-brand {
  color: #777;
 }
 .navbar-default .navbar-brand:hover,
 .navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
 }
 .navbar-default .navbar-text {
  color: #777;
 }
 .navbar-default .navbar-nav > li > a {
  color: #777;
 }
 .navbar-default .navbar-nav > li > a:hover,
 .navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
 }
 .navbar-default .navbar-nav > .active > a,
 .navbar-default .navbar-nav > .active > a:hover,
 .navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
 }
 .navbar-default .navbar-nav > .disabled > a,
 .navbar-default .navbar-nav > .disabled > a:hover,
 .navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
 }
 .navbar-default .navbar-toggle {
  border-color: #ddd;
 }
 .navbar-default .navbar-toggle:hover,
 .navbar-default .navbar-toggle:focus {
  background-color: #ddd;
 }
 .navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
 }
 .navbar-default .navbar-collapse,
 .navbar-default .navbar-form {
  border-color: #e7e7e7;
 }
 .navbar-default .navbar-nav > .open > a,
 .navbar-default .navbar-nav > .open > a:hover,
 .navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
 }
 @media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
 }
 .navbar-default .navbar-link {
  color: #777;
 }
 .navbar-default .navbar-link:hover {
  color: #333;
 }
 .navbar-default .btn-link {
  color: #777;
 }
 .navbar-default .btn-link:hover,
 .navbar-default .btn-link:focus {
  color: #333;
 }
 .navbar-default .btn-link[disabled]:hover,
 fieldset[disabled] .navbar-default .btn-link:hover,
 .navbar-default .btn-link[disabled]:focus,
 fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
 }
 .navbar-inverse {
  background-color: #222;
  border-color: #080808;
 }
 .navbar-inverse .navbar-brand {
  color: #9d9d9d;
 }
 .navbar-inverse .navbar-brand:hover,
 .navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
 }
 .navbar-inverse .navbar-text {
  color: #9d9d9d;
 }
 .navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
 }
 .navbar-inverse .navbar-nav > li > a:hover,
 .navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
 }
 .navbar-inverse .navbar-nav > .active > a,
 .navbar-inverse .navbar-nav > .active > a:hover,
 .navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
 }
 .navbar-inverse .navbar-nav > .disabled > a,
 .navbar-inverse .navbar-nav > .disabled > a:hover,
 .navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
 }
 .navbar-inverse .navbar-toggle {
  border-color: #333;
 }
 .navbar-inverse .navbar-toggle:hover,
 .navbar-inverse .navbar-toggle:focus {
  background-color: #333;
 }
 .navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
 }
 .navbar-inverse .navbar-collapse,
 .navbar-inverse .navbar-form {
  border-color: #101010;
 }
 .navbar-inverse .navbar-nav > .open > a,
 .navbar-inverse .navbar-nav > .open > a:hover,
 .navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
 }
 @media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
 }
 .navbar-inverse .navbar-link {
  color: #9d9d9d;
 }
 .navbar-inverse .navbar-link:hover {
  color: #fff;
 }
 .navbar-inverse .btn-link {
  color: #9d9d9d;
 }
 .navbar-inverse .btn-link:hover,
 .navbar-inverse .btn-link:focus {
  color: #fff;
 }
 .navbar-inverse .btn-link[disabled]:hover,
 fieldset[disabled] .navbar-inverse .btn-link:hover,
 .navbar-inverse .btn-link[disabled]:focus,
 fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
 }
 .breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
 }
 .breadcrumb > li {
  display: inline-block;
 }
 .breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
 }
 .breadcrumb > .active {
  color: #777777;
 }
 .pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
 }
 .pagination > li {
  display: inline;
 }
 .pagination > li > a,
 .pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
 }
 .pagination > li:first-child > a,
 .pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
 }
 .pagination > li:last-child > a,
 .pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
 }
 .pagination > li > a:hover,
 .pagination > li > span:hover,
 .pagination > li > a:focus,
 .pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
 }
 .pagination > .active > a,
 .pagination > .active > span,
 .pagination > .active > a:hover,
 .pagination > .active > span:hover,
 .pagination > .active > a:focus,
 .pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
 }
 .pagination > .disabled > span,
 .pagination > .disabled > span:hover,
 .pagination > .disabled > span:focus,
 .pagination > .disabled > a,
 .pagination > .disabled > a:hover,
 .pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
 }
 .pagination-lg > li > a,
 .pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
 }
 .pagination-lg > li:first-child > a,
 .pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
 }
 .pagination-lg > li:last-child > a,
 .pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
 }
 .pagination-sm > li > a,
 .pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
 }
 .pagination-sm > li:first-child > a,
 .pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
 }
 .pagination-sm > li:last-child > a,
 .pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
 }
 .pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
 }
 .pager li {
  display: inline;
 }
 .pager li > a,
 .pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
 }
 .pager li > a:hover,
 .pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
 }
 .pager .next > a,
 .pager .next > span {
  float: right;
 }
 .pager .previous > a,
 .pager .previous > span {
  float: left;
 }
 .pager .disabled > a,
 .pager .disabled > a:hover,
 .pager .disabled > a:focus,
 .pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
 }
 .label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
 }
 a.label:hover,
 a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
 }
 .label:empty {
  display: none;
 }
 .btn .label {
  position: relative;
  top: -1px;
 }
 .label-default {
  background-color: #777777;
 }
 .label-default[href]:hover,
 .label-default[href]:focus {
  background-color: #5e5e5e;
 }
 .label-primary {
  background-color: #337ab7;
 }
 .label-primary[href]:hover,
 .label-primary[href]:focus {
  background-color: #286090;
 }
 .label-success {
  background-color: #5cb85c;
 }
 .label-success[href]:hover,
 .label-success[href]:focus {
  background-color: #449d44;
 }
 .label-info {
  background-color: #5bc0de;
 }
 .label-info[href]:hover,
 .label-info[href]:focus {
  background-color: #31b0d5;
 }
 .label-warning {
  background-color: #f0ad4e;
 }
 .label-warning[href]:hover,
 .label-warning[href]:focus {
  background-color: #ec971f;
 }
 .label-danger {
  background-color: #d9534f;
 }
 .label-danger[href]:hover,
 .label-danger[href]:focus {
  background-color: #c9302c;
 }
 .badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
 }
 .badge:empty {
  display: none;
 }
 .btn .badge {
  position: relative;
  top: -1px;
 }
 .btn-xs .badge,
 .btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
 }
 a.badge:hover,
 a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
 }
 .list-group-item.active > .badge,
 .nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
 }
 .list-group-item > .badge {
  float: right;
 }
 .list-group-item > .badge + .badge {
  margin-right: 5px;
 }
 .nav-pills > li > a > .badge {
  margin-left: 3px;
 }
 .jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
 }
 .jumbotron h1,
 .jumbotron .h1 {
  color: inherit;
 }
 .jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
 }
 .jumbotron > hr {
  border-top-color: #d5d5d5;
 }
 .container .jumbotron,
 .container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
 }
 .jumbotron .container {
  max-width: 100%;
 }
 @media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
 }
 .thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
 }
 .thumbnail > img,
 .thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
 }
 a.thumbnail:hover,
 a.thumbnail:focus,
 a.thumbnail.active {
  border-color: #337ab7;
 }
 .thumbnail .caption {
  padding: 9px;
  color: #000;
 }
 .alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
 }
 .alert h4 {
  margin-top: 0;
  color: inherit;
 }
 .alert .alert-link {
  font-weight: bold;
 }
 .alert > p,
 .alert > ul {
  margin-bottom: 0;
 }
 .alert > p + p {
  margin-top: 5px;
 }
 .alert-dismissable,
 .alert-dismissible {
  padding-right: 35px;
 }
 .alert-dismissable .close,
 .alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
 }
 .alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
 }
 .alert-success hr {
  border-top-color: #c9e2b3;
 }
 .alert-success .alert-link {
  color: #2b542c;
 }
 .alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
 }
 .alert-info hr {
  border-top-color: #a6e1ec;
 }
 .alert-info .alert-link {
  color: #245269;
 }
 .alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
 }
 .alert-warning hr {
  border-top-color: #f7e1b5;
 }
 .alert-warning .alert-link {
  color: #66512c;
 }
 .alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
 }
 .alert-danger hr {
  border-top-color: #e4b9c0;
 }
 .alert-danger .alert-link {
  color: #843534;
 }
 @-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
 }
 @keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
 }
 .progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
 }
 .progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
 }
 .progress-striped .progress-bar,
 .progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
 }
 .progress.active .progress-bar,
 .progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
 }
 .progress-bar-success {
  background-color: #5cb85c;
 }
 .progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
 }
 .progress-bar-info {
  background-color: #5bc0de;
 }
 .progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
 }
 .progress-bar-warning {
  background-color: #f0ad4e;
 }
 .progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
 }
 .progress-bar-danger {
  background-color: #d9534f;
 }
 .progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
 }
 .media {
  margin-top: 15px;
 }
 .media:first-child {
  margin-top: 0;
 }
 .media,
 .media-body {
  zoom: 1;
  overflow: hidden;
 }
 .media-body {
  width: 10000px;
 }
 .media-object {
  display: block;
 }
 .media-object.img-thumbnail {
  max-width: none;
 }
 .media-right,
 .media > .pull-right {
  padding-left: 10px;
 }
 .media-left,
 .media > .pull-left {
  padding-right: 10px;
 }
 .media-left,
 .media-right,
 .media-body {
  display: table-cell;
  vertical-align: top;
 }
 .media-middle {
  vertical-align: middle;
 }
 .media-bottom {
  vertical-align: bottom;
 }
 .media-heading {
  margin-top: 0;
  margin-bottom: 5px;
 }
 .media-list {
  padding-left: 0;
  list-style: none;
 }
 .list-group {
  margin-bottom: 20px;
  padding-left: 0;
 }
 .list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
 }
 .list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
 }
 .list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
 }
 a.list-group-item,
 button.list-group-item {
  color: #555;
 }
 a.list-group-item .list-group-item-heading,
 button.list-group-item .list-group-item-heading {
  color: #333;
 }
 a.list-group-item:hover,
 button.list-group-item:hover,
 a.list-group-item:focus,
 button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
 }
 button.list-group-item {
  width: 100%;
  text-align: left;
 }
 .list-group-item.disabled,
 .list-group-item.disabled:hover,
 .list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
 }
 .list-group-item.disabled .list-group-item-heading,
 .list-group-item.disabled:hover .list-group-item-heading,
 .list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
 }
 .list-group-item.disabled .list-group-item-text,
 .list-group-item.disabled:hover .list-group-item-text,
 .list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
 }
 .list-group-item.active,
 .list-group-item.active:hover,
 .list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
 }
 .list-group-item.active .list-group-item-heading,
 .list-group-item.active:hover .list-group-item-heading,
 .list-group-item.active:focus .list-group-item-heading,
 .list-group-item.active .list-group-item-heading > small,
 .list-group-item.active:hover .list-group-item-heading > small,
 .list-group-item.active:focus .list-group-item-heading > small,
 .list-group-item.active .list-group-item-heading > .small,
 .list-group-item.active:hover .list-group-item-heading > .small,
 .list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
 }
 .list-group-item.active .list-group-item-text,
 .list-group-item.active:hover .list-group-item-text,
 .list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
 }
 .list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
 }
 a.list-group-item-success,
 button.list-group-item-success {
  color: #3c763d;
 }
 a.list-group-item-success .list-group-item-heading,
 button.list-group-item-success .list-group-item-heading {
  color: inherit;
 }
 a.list-group-item-success:hover,
 button.list-group-item-success:hover,
 a.list-group-item-success:focus,
 button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
 }
 a.list-group-item-success.active,
 button.list-group-item-success.active,
 a.list-group-item-success.active:hover,
 button.list-group-item-success.active:hover,
 a.list-group-item-success.active:focus,
 button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
 }
 .list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
 }
 a.list-group-item-info,
 button.list-group-item-info {
  color: #31708f;
 }
 a.list-group-item-info .list-group-item-heading,
 button.list-group-item-info .list-group-item-heading {
  color: inherit;
 }
 a.list-group-item-info:hover,
 button.list-group-item-info:hover,
 a.list-group-item-info:focus,
 button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
 }
 a.list-group-item-info.active,
 button.list-group-item-info.active,
 a.list-group-item-info.active:hover,
 button.list-group-item-info.active:hover,
 a.list-group-item-info.active:focus,
 button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
 }
 .list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
 }
 a.list-group-item-warning,
 button.list-group-item-warning {
  color: #8a6d3b;
 }
 a.list-group-item-warning .list-group-item-heading,
 button.list-group-item-warning .list-group-item-heading {
  color: inherit;
 }
 a.list-group-item-warning:hover,
 button.list-group-item-warning:hover,
 a.list-group-item-warning:focus,
 button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
 }
 a.list-group-item-warning.active,
 button.list-group-item-warning.active,
 a.list-group-item-warning.active:hover,
 button.list-group-item-warning.active:hover,
 a.list-group-item-warning.active:focus,
 button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
 }
 .list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
 }
 a.list-group-item-danger,
 button.list-group-item-danger {
  color: #a94442;
 }
 a.list-group-item-danger .list-group-item-heading,
 button.list-group-item-danger .list-group-item-heading {
  color: inherit;
 }
 a.list-group-item-danger:hover,
 button.list-group-item-danger:hover,
 a.list-group-item-danger:focus,
 button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
 }
 a.list-group-item-danger.active,
 button.list-group-item-danger.active,
 a.list-group-item-danger.active:hover,
 button.list-group-item-danger.active:hover,
 a.list-group-item-danger.active:focus,
 button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
 }
 .list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
 }
 .list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
 }
 .panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
 }
 .panel-body {
  padding: 15px;
 }
 .panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
 }
 .panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
 }
 .panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
 }
 .panel-title > a,
 .panel-title > small,
 .panel-title > .small,
 .panel-title > small > a,
 .panel-title > .small > a {
  color: inherit;
 }
 .panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
 }
 .panel > .list-group,
 .panel > .panel-collapse > .list-group {
  margin-bottom: 0;
 }
 .panel > .list-group .list-group-item,
 .panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
 }
 .panel > .list-group:first-child .list-group-item:first-child,
 .panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
 }
 .panel > .list-group:last-child .list-group-item:last-child,
 .panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
 }
 .panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
 }
 .panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
 }
 .list-group + .panel-footer {
  border-top-width: 0;
 }
 .panel > .table,
 .panel > .table-responsive > .table,
 .panel > .panel-collapse > .table {
  margin-bottom: 0;
 }
 .panel > .table caption,
 .panel > .table-responsive > .table caption,
 .panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
 }
 .panel > .table:first-child,
 .panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
 }
 .panel > .table:first-child > thead:first-child > tr:first-child,
 .panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
 .panel > .table:first-child > tbody:first-child > tr:first-child,
 .panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
 }
 .panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
 .panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
 .panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
 .panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
 .panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
 .panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
 .panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
 .panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
 }
 .panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
 .panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
 .panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
 .panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
 .panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
 .panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
 .panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
 .panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
 }
 .panel > .table:last-child,
 .panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
 }
 .panel > .table:last-child > tbody:last-child > tr:last-child,
 .panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
 .panel > .table:last-child > tfoot:last-child > tr:last-child,
 .panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
 }
 .panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
 .panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
 .panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
 .panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
 .panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
 .panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
 .panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
 .panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
 }
 .panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
 .panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
 .panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
 .panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
 .panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
 .panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
 .panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
 .panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
 }
 .panel > .panel-body + .table,
 .panel > .panel-body + .table-responsive,
 .panel > .table + .panel-body,
 .panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
 }
 .panel > .table > tbody:first-child > tr:first-child th,
 .panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
 }
 .panel > .table-bordered,
 .panel > .table-responsive > .table-bordered {
  border: 0;
 }
 .panel > .table-bordered > thead > tr > th:first-child,
 .panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
 .panel > .table-bordered > tbody > tr > th:first-child,
 .panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
 .panel > .table-bordered > tfoot > tr > th:first-child,
 .panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
 .panel > .table-bordered > thead > tr > td:first-child,
 .panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
 .panel > .table-bordered > tbody > tr > td:first-child,
 .panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
 .panel > .table-bordered > tfoot > tr > td:first-child,
 .panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
 }
 .panel > .table-bordered > thead > tr > th:last-child,
 .panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
 .panel > .table-bordered > tbody > tr > th:last-child,
 .panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
 .panel > .table-bordered > tfoot > tr > th:last-child,
 .panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
 .panel > .table-bordered > thead > tr > td:last-child,
 .panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
 .panel > .table-bordered > tbody > tr > td:last-child,
 .panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
 .panel > .table-bordered > tfoot > tr > td:last-child,
 .panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
 }
 .panel > .table-bordered > thead > tr:first-child > td,
 .panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
 .panel > .table-bordered > tbody > tr:first-child > td,
 .panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
 .panel > .table-bordered > thead > tr:first-child > th,
 .panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
 .panel > .table-bordered > tbody > tr:first-child > th,
 .panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
 }
 .panel > .table-bordered > tbody > tr:last-child > td,
 .panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
 .panel > .table-bordered > tfoot > tr:last-child > td,
 .panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
 .panel > .table-bordered > tbody > tr:last-child > th,
 .panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
 .panel > .table-bordered > tfoot > tr:last-child > th,
 .panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
 }
 .panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
 }
 .panel-group {
  margin-bottom: 18px;
 }
 .panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
 }
 .panel-group .panel + .panel {
  margin-top: 5px;
 }
 .panel-group .panel-heading {
  border-bottom: 0;
 }
 .panel-group .panel-heading + .panel-collapse > .panel-body,
 .panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
 }
 .panel-group .panel-footer {
  border-top: 0;
 }
 .panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
 }
 .panel-default {
  border-color: #ddd;
 }
 .panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
 }
 .panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
 }
 .panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
 }
 .panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
 }
 .panel-primary {
  border-color: #337ab7;
 }
 .panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
 }
 .panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
 }
 .panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
 }
 .panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
 }
 .panel-success {
  border-color: #d6e9c6;
 }
 .panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
 }
 .panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
 }
 .panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
 }
 .panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
 }
 .panel-info {
  border-color: #bce8f1;
 }
 .panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
 }
 .panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
 }
 .panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
 }
 .panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
 }
 .panel-warning {
  border-color: #faebcc;
 }
 .panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
 }
 .panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
 }
 .panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
 }
 .panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
 }
 .panel-danger {
  border-color: #ebccd1;
 }
 .panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
 }
 .panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
 }
 .panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
 }
 .panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
 }
 .embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
 }
 .embed-responsive .embed-responsive-item,
 .embed-responsive iframe,
 .embed-responsive embed,
 .embed-responsive object,
 .embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
 }
 .embed-responsive-16by9 {
  padding-bottom: 56.25%;
 }
 .embed-responsive-4by3 {
  padding-bottom: 75%;
 }
 .well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
 }
 .well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
 }
 .well-lg {
  padding: 24px;
  border-radius: 3px;
 }
 .well-sm {
  padding: 9px;
  border-radius: 1px;
 }
 .close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
 }
 .close:hover,
 .close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
 }
 button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
 }
 .modal-open {
  overflow: hidden;
 }
 .modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
 }
 .modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
 }
 .modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
 }
 .modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
 }
 .modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
 }
 .modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
 }
 .modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
 }
 .modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
 }
 .modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
 }
 .modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
 }
 .modal-header .close {
  margin-top: -2px;
 }
 .modal-title {
  margin: 0;
  line-height: 1.42857143;
 }
 .modal-body {
  position: relative;
  padding: 15px;
 }
 .modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
 }
 .modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
 }
 .modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
 }
 .modal-footer .btn-block + .btn-block {
  margin-left: 0;
 }
 .modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
 }
 @media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
 }
 @media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
 }
 .tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
 }
 .tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
 }
 .tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
 }
 .tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
 }
 .tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
 }
 .tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
 }
 .tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
 }
 .tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
 }
 .tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
 }
 .tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
 }
 .tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
 }
 .tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
 }
 .tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
 }
 .tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
 }
 .tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
 }
 .tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
 }
 .popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
 }
 .popover.top {
  margin-top: -10px;
 }
 .popover.right {
  margin-left: 10px;
 }
 .popover.bottom {
  margin-top: 10px;
 }
 .popover.left {
  margin-left: -10px;
 }
 .popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
 }
 .popover-content {
  padding: 9px 14px;
 }
 .popover > .arrow,
 .popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
 }
 .popover > .arrow {
  border-width: 11px;
 }
 .popover > .arrow:after {
  border-width: 10px;
  content: "";
 }
 .popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
 }
 .popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
 }
 .popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
 }
 .popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
 }
 .popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
 }
 .popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
 }
 .popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
 }
 .popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
 }
 .carousel {
  position: relative;
 }
 .carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
 }
 .carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
 }
 .carousel-inner > .item > img,
 .carousel-inner > .item > a > img {
  line-height: 1;
 }
 @media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
 }
 .carousel-inner > .active,
 .carousel-inner > .next,
 .carousel-inner > .prev {
  display: block;
 }
 .carousel-inner > .active {
  left: 0;
 }
 .carousel-inner > .next,
 .carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
 }
 .carousel-inner > .next {
  left: 100%;
 }
 .carousel-inner > .prev {
  left: -100%;
 }
 .carousel-inner > .next.left,
 .carousel-inner > .prev.right {
  left: 0;
 }
 .carousel-inner > .active.left {
  left: -100%;
 }
 .carousel-inner > .active.right {
  left: 100%;
 }
 .carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
 }
 .carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
 }
 .carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
 }
 .carousel-control:hover,
 .carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
 }
 .carousel-control .icon-prev,
 .carousel-control .icon-next,
 .carousel-control .glyphicon-chevron-left,
 .carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
 }
 .carousel-control .icon-prev,
 .carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
 }
 .carousel-control .icon-next,
 .carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
 }
 .carousel-control .icon-prev,
 .carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
 }
 .carousel-control .icon-prev:before {
  content: '\2039';
 }
 .carousel-control .icon-next:before {
  content: '\203a';
 }
 .carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
 }
 .carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
 }
 .carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
 }
 .carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
 }
 .carousel-caption .btn {
  text-shadow: none;
 }
 @media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
 }
 .clearfix:before,
 .clearfix:after,
 .dl-horizontal dd:before,
 .dl-horizontal dd:after,
 .container:before,
 .container:after,
 .container-fluid:before,
 .container-fluid:after,
 .row:before,
 .row:after,
 .form-horizontal .form-group:before,
 .form-horizontal .form-group:after,
 .btn-toolbar:before,
 .btn-toolbar:after,
 .btn-group-vertical > .btn-group:before,
 .btn-group-vertical > .btn-group:after,
 .nav:before,
 .nav:after,
 .navbar:before,
 .navbar:after,
 .navbar-header:before,
 .navbar-header:after,
 .navbar-collapse:before,
 .navbar-collapse:after,
 .pager:before,
 .pager:after,
 .panel-body:before,
 .panel-body:after,
 .modal-header:before,
 .modal-header:after,
 .modal-footer:before,
 .modal-footer:after,
 .item_buttons:before,
 .item_buttons:after {
  content: " ";
  display: table;
 }
 .clearfix:after,
 .dl-horizontal dd:after,
 .container:after,
 .container-fluid:after,
 .row:after,
 .form-horizontal .form-group:after,
 .btn-toolbar:after,
 .btn-group-vertical > .btn-group:after,
 .nav:after,
 .navbar:after,
 .navbar-header:after,
 .navbar-collapse:after,
 .pager:after,
 .panel-body:after,
 .modal-header:after,
 .modal-footer:after,
 .item_buttons:after {
  clear: both;
 }
 .center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
 }
 .pull-right {
  float: right !important;
 }
 .pull-left {
  float: left !important;
 }
 .hide {
  display: none !important;
 }
 .show {
  display: block !important;
 }
 .invisible {
  visibility: hidden;
 }
 .text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
 }
 .hidden {
  display: none !important;
 }
 .affix {
  position: fixed;
 }
 @-ms-viewport {
  width: device-width;
 }
 .visible-xs,
 .visible-sm,
 .visible-md,
 .visible-lg {
  display: none !important;
 }
 .visible-xs-block,
 .visible-xs-inline,
 .visible-xs-inline-block,
 .visible-sm-block,
 .visible-sm-inline,
 .visible-sm-inline-block,
 .visible-md-block,
 .visible-md-inline,
 .visible-md-inline-block,
 .visible-lg-block,
 .visible-lg-inline,
 .visible-lg-inline-block {
  display: none !important;
 }
 @media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
 }
 @media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
 }
 @media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
 }
 @media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
 }
 @media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
 }
 @media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
 }
 @media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
 }
 @media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
 }
 @media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
 }
 @media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
 }
 @media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
 }
 @media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
 }
 @media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
 }
 @media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
 }
 @media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
 }
 @media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
 }
 @media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
 }
 @media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
 }
 @media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
 }
 @media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
 }
 .visible-print {
  display: none !important;
 }
 @media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
 }
 .visible-print-block {
  display: none !important;
 }
 @media print {
  .visible-print-block {
    display: block !important;
  }
 }
 .visible-print-inline {
  display: none !important;
 }
 @media print {
  .visible-print-inline {
    display: inline !important;
  }
 }
 .visible-print-inline-block {
  display: none !important;
 }
 @media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
 }
 @media print {
  .hidden-print {
    display: none !important;
  }
 }
 /*!
 *
 * Font Awesome
 *
 */
 /*!
 *  Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
 /* FONT PATH
 * -------------------------- */
 @font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
 }
 .fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
 }
 /* makes the font 33% larger relative to the icon container */
 .fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
 }
 .fa-2x {
  font-size: 2em;
 }
 .fa-3x {
  font-size: 3em;
 }
 .fa-4x {
  font-size: 4em;
 }
 .fa-5x {
  font-size: 5em;
 }
 .fa-fw {
  width: 1.28571429em;
  text-align: center;
 }
 .fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
 }
 .fa-ul > li {
  position: relative;
 }
 .fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
 }
 .fa-li.fa-lg {
  left: -1.85714286em;
 }
 .fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
 }
 .pull-right {
  float: right;
 }
 .pull-left {
  float: left;
 }
 .fa.pull-left {
  margin-right: .3em;
 }
 .fa.pull-right {
  margin-left: .3em;
 }
 .fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
 }
 @-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
 }
 @keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
 }
 .fa-rotate-90 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
 }
 .fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
 }
 .fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
 }
 .fa-flip-horizontal {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
 }
 .fa-flip-vertical {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
 }
 :root .fa-rotate-90,
 :root .fa-rotate-180,
 :root .fa-rotate-270,
 :root .fa-flip-horizontal,
 :root .fa-flip-vertical {
  filter: none;
 }
 .fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
 }
 .fa-stack-1x,
 .fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
 }
 .fa-stack-1x {
  line-height: inherit;
 }
 .fa-stack-2x {
  font-size: 2em;
 }
 .fa-inverse {
  color: #fff;
 }
 /* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
 .fa-glass:before {
  content: "\f000";
 }
 .fa-music:before {
  content: "\f001";
 }
 .fa-search:before {
  content: "\f002";
 }
 .fa-envelope-o:before {
  content: "\f003";
 }
 .fa-heart:before {
  content: "\f004";
 }
 .fa-star:before {
  content: "\f005";
 }
 .fa-star-o:before {
  content: "\f006";
 }
 .fa-user:before {
  content: "\f007";
 }
 .fa-film:before {
  content: "\f008";
 }
 .fa-th-large:before {
  content: "\f009";
 }
 .fa-th:before {
  content: "\f00a";
 }
 .fa-th-list:before {
  content: "\f00b";
 }
 .fa-check:before {
  content: "\f00c";
 }
 .fa-remove:before,
 .fa-close:before,
 .fa-times:before {
  content: "\f00d";
 }
 .fa-search-plus:before {
  content: "\f00e";
 }
 .fa-search-minus:before {
  content: "\f010";
 }
 .fa-power-off:before {
  content: "\f011";
 }
 .fa-signal:before {
  content: "\f012";
 }
 .fa-gear:before,
 .fa-cog:before {
  content: "\f013";
 }
 .fa-trash-o:before {
  content: "\f014";
 }
 .fa-home:before {
  content: "\f015";
 }
 .fa-file-o:before {
  content: "\f016";
 }
 .fa-clock-o:before {
  content: "\f017";
 }
 .fa-road:before {
  content: "\f018";
 }
 .fa-download:before {
  content: "\f019";
 }
 .fa-arrow-circle-o-down:before {
  content: "\f01a";
 }
 .fa-arrow-circle-o-up:before {
  content: "\f01b";
 }
 .fa-inbox:before {
  content: "\f01c";
 }
 .fa-play-circle-o:before {
  content: "\f01d";
 }
 .fa-rotate-right:before,
 .fa-repeat:before {
  content: "\f01e";
 }
 .fa-refresh:before {
  content: "\f021";
 }
 .fa-list-alt:before {
  content: "\f022";
 }
 .fa-lock:before {
  content: "\f023";
 }
 .fa-flag:before {
  content: "\f024";
 }
 .fa-headphones:before {
  content: "\f025";
 }
 .fa-volume-off:before {
  content: "\f026";
 }
 .fa-volume-down:before {
  content: "\f027";
 }
 .fa-volume-up:before {
  content: "\f028";
 }
 .fa-qrcode:before {
  content: "\f029";
 }
 .fa-barcode:before {
  content: "\f02a";
 }
 .fa-tag:before {
  content: "\f02b";
 }
 .fa-tags:before {
  content: "\f02c";
 }
 .fa-book:before {
  content: "\f02d";
 }
 .fa-bookmark:before {
  content: "\f02e";
 }
 .fa-print:before {
  content: "\f02f";
 }
 .fa-camera:before {
  content: "\f030";
 }
 .fa-font:before {
  content: "\f031";
 }
 .fa-bold:before {
  content: "\f032";
 }
 .fa-italic:before {
  content: "\f033";
 }
 .fa-text-height:before {
  content: "\f034";
 }
 .fa-text-width:before {
  content: "\f035";
 }
 .fa-align-left:before {
  content: "\f036";
 }
 .fa-align-center:before {
  content: "\f037";
 }
 .fa-align-right:before {
  content: "\f038";
 }
 .fa-align-justify:before {
  content: "\f039";
 }
 .fa-list:before {
  content: "\f03a";
 }
 .fa-dedent:before,
 .fa-outdent:before {
  content: "\f03b";
 }
 .fa-indent:before {
  content: "\f03c";
 }
 .fa-video-camera:before {
  content: "\f03d";
 }
 .fa-photo:before,
 .fa-image:before,
 .fa-picture-o:before {
  content: "\f03e";
 }
 .fa-pencil:before {
  content: "\f040";
 }
 .fa-map-marker:before {
  content: "\f041";
 }
 .fa-adjust:before {
  content: "\f042";
 }
 .fa-tint:before {
  content: "\f043";
 }
 .fa-edit:before,
 .fa-pencil-square-o:before {
  content: "\f044";
 }
 .fa-share-square-o:before {
  content: "\f045";
 }
 .fa-check-square-o:before {
  content: "\f046";
 }
 .fa-arrows:before {
  content: "\f047";
 }
 .fa-step-backward:before {
  content: "\f048";
 }
 .fa-fast-backward:before {
  content: "\f049";
 }
 .fa-backward:before {
  content: "\f04a";
 }
 .fa-play:before {
  content: "\f04b";
 }
 .fa-pause:before {
  content: "\f04c";
 }
 .fa-stop:before {
  content: "\f04d";
 }
 .fa-forward:before {
  content: "\f04e";
 }
 .fa-fast-forward:before {
  content: "\f050";
 }
 .fa-step-forward:before {
  content: "\f051";
 }
 .fa-eject:before {
  content: "\f052";
 }
 .fa-chevron-left:before {
  content: "\f053";
 }
 .fa-chevron-right:before {
  content: "\f054";
 }
 .fa-plus-circle:before {
  content: "\f055";
 }
 .fa-minus-circle:before {
  content: "\f056";
 }
 .fa-times-circle:before {
  content: "\f057";
 }
 .fa-check-circle:before {
  content: "\f058";
 }
 .fa-question-circle:before {
  content: "\f059";
 }
 .fa-info-circle:before {
  content: "\f05a";
 }
 .fa-crosshairs:before {
  content: "\f05b";
 }
 .fa-times-circle-o:before {
  content: "\f05c";
 }
 .fa-check-circle-o:before {
  content: "\f05d";
 }
 .fa-ban:before {
  content: "\f05e";
 }
 .fa-arrow-left:before {
  content: "\f060";
 }
 .fa-arrow-right:before {
  content: "\f061";
 }
 .fa-arrow-up:before {
  content: "\f062";
 }
 .fa-arrow-down:before {
  content: "\f063";
 }
 .fa-mail-forward:before,
 .fa-share:before {
  content: "\f064";
 }
 .fa-expand:before {
  content: "\f065";
 }
 .fa-compress:before {
  content: "\f066";
 }
 .fa-plus:before {
  content: "\f067";
 }
 .fa-minus:before {
  content: "\f068";
 }
 .fa-asterisk:before {
  content: "\f069";
 }
 .fa-exclamation-circle:before {
  content: "\f06a";
 }
 .fa-gift:before {
  content: "\f06b";
 }
 .fa-leaf:before {
  content: "\f06c";
 }
 .fa-fire:before {
  content: "\f06d";
 }
 .fa-eye:before {
  content: "\f06e";
 }
 .fa-eye-slash:before {
  content: "\f070";
 }
 .fa-warning:before,
 .fa-exclamation-triangle:before {
  content: "\f071";
 }
 .fa-plane:before {
  content: "\f072";
 }
 .fa-calendar:before {
  content: "\f073";
 }
 .fa-random:before {
  content: "\f074";
 }
 .fa-comment:before {
  content: "\f075";
 }
 .fa-magnet:before {
  content: "\f076";
 }
 .fa-chevron-up:before {
  content: "\f077";
 }
 .fa-chevron-down:before {
  content: "\f078";
 }
 .fa-retweet:before {
  content: "\f079";
 }
 .fa-shopping-cart:before {
  content: "\f07a";
 }
 .fa-folder:before {
  content: "\f07b";
 }
 .fa-folder-open:before {
  content: "\f07c";
 }
 .fa-arrows-v:before {
  content: "\f07d";
 }
 .fa-arrows-h:before {
  content: "\f07e";
 }
 .fa-bar-chart-o:before,
 .fa-bar-chart:before {
  content: "\f080";
 }
 .fa-twitter-square:before {
  content: "\f081";
 }
 .fa-facebook-square:before {
  content: "\f082";
 }
 .fa-camera-retro:before {
  content: "\f083";
 }
 .fa-key:before {
  content: "\f084";
 }
 .fa-gears:before,
 .fa-cogs:before {
  content: "\f085";
 }
 .fa-comments:before {
  content: "\f086";
 }
 .fa-thumbs-o-up:before {
  content: "\f087";
 }
 .fa-thumbs-o-down:before {
  content: "\f088";
 }
 .fa-star-half:before {
  content: "\f089";
 }
 .fa-heart-o:before {
  content: "\f08a";
 }
 .fa-sign-out:before {
  content: "\f08b";
 }
 .fa-linkedin-square:before {
  content: "\f08c";
 }
 .fa-thumb-tack:before {
  content: "\f08d";
 }
 .fa-external-link:before {
  content: "\f08e";
 }
 .fa-sign-in:before {
  content: "\f090";
 }
 .fa-trophy:before {
  content: "\f091";
 }
 .fa-github-square:before {
  content: "\f092";
 }
 .fa-upload:before {
  content: "\f093";
 }
 .fa-lemon-o:before {
  content: "\f094";
 }
 .fa-phone:before {
  content: "\f095";
 }
 .fa-square-o:before {
  content: "\f096";
 }
 .fa-bookmark-o:before {
  content: "\f097";
 }
 .fa-phone-square:before {
  content: "\f098";
 }
 .fa-twitter:before {
  content: "\f099";
 }
 .fa-facebook:before {
  content: "\f09a";
 }
 .fa-github:before {
  content: "\f09b";
 }
 .fa-unlock:before {
  content: "\f09c";
 }
 .fa-credit-card:before {
  content: "\f09d";
 }
 .fa-rss:before {
  content: "\f09e";
 }
 .fa-hdd-o:before {
  content: "\f0a0";
 }
 .fa-bullhorn:before {
  content: "\f0a1";
 }
 .fa-bell:before {
  content: "\f0f3";
 }
 .fa-certificate:before {
  content: "\f0a3";
 }
 .fa-hand-o-right:before {
  content: "\f0a4";
 }
 .fa-hand-o-left:before {
  content: "\f0a5";
 }
 .fa-hand-o-up:before {
  content: "\f0a6";
 }
 .fa-hand-o-down:before {
  content: "\f0a7";
 }
 .fa-arrow-circle-left:before {
  content: "\f0a8";
 }
 .fa-arrow-circle-right:before {
  content: "\f0a9";
 }
 .fa-arrow-circle-up:before {
  content: "\f0aa";
 }
 .fa-arrow-circle-down:before {
  content: "\f0ab";
 }
 .fa-globe:before {
  content: "\f0ac";
 }
 .fa-wrench:before {
  content: "\f0ad";
 }
 .fa-tasks:before {
  content: "\f0ae";
 }
 .fa-filter:before {
  content: "\f0b0";
 }
 .fa-briefcase:before {
  content: "\f0b1";
 }
 .fa-arrows-alt:before {
  content: "\f0b2";
 }
 .fa-group:before,
 .fa-users:before {
  content: "\f0c0";
 }
 .fa-chain:before,
 .fa-link:before {
  content: "\f0c1";
 }
 .fa-cloud:before {
  content: "\f0c2";
 }
 .fa-flask:before {
  content: "\f0c3";
 }
 .fa-cut:before,
 .fa-scissors:before {
  content: "\f0c4";
 }
 .fa-copy:before,
 .fa-files-o:before {
  content: "\f0c5";
 }
 .fa-paperclip:before {
  content: "\f0c6";
 }
 .fa-save:before,
 .fa-floppy-o:before {
  content: "\f0c7";
 }
 .fa-square:before {
  content: "\f0c8";
 }
 .fa-navicon:before,
 .fa-reorder:before,
 .fa-bars:before {
  content: "\f0c9";
 }
 .fa-list-ul:before {
  content: "\f0ca";
 }
 .fa-list-ol:before {
  content: "\f0cb";
 }
 .fa-strikethrough:before {
  content: "\f0cc";
 }
 .fa-underline:before {
  content: "\f0cd";
 }
 .fa-table:before {
  content: "\f0ce";
 }
 .fa-magic:before {
  content: "\f0d0";
 }
 .fa-truck:before {
  content: "\f0d1";
 }
 .fa-pinterest:before {
  content: "\f0d2";
 }
 .fa-pinterest-square:before {
  content: "\f0d3";
 }
 .fa-google-plus-square:before {
  content: "\f0d4";
 }
 .fa-google-plus:before {
  content: "\f0d5";
 }
 .fa-money:before {
  content: "\f0d6";
 }
 .fa-caret-down:before {
  content: "\f0d7";
 }
 .fa-caret-up:before {
  content: "\f0d8";
 }
 .fa-caret-left:before {
  content: "\f0d9";
 }
 .fa-caret-right:before {
  content: "\f0da";
 }
 .fa-columns:before {
  content: "\f0db";
 }
 .fa-unsorted:before,
 .fa-sort:before {
  content: "\f0dc";
 }
 .fa-sort-down:before,
 .fa-sort-desc:before {
  content: "\f0dd";
 }
 .fa-sort-up:before,
 .fa-sort-asc:before {
  content: "\f0de";
 }
 .fa-envelope:before {
  content: "\f0e0";
 }
 .fa-linkedin:before {
  content: "\f0e1";
 }
 .fa-rotate-left:before,
 .fa-undo:before {
  content: "\f0e2";
 }
 .fa-legal:before,
 .fa-gavel:before {
  content: "\f0e3";
 }
 .fa-dashboard:before,
 .fa-tachometer:before {
  content: "\f0e4";
 }
 .fa-comment-o:before {
  content: "\f0e5";
 }
 .fa-comments-o:before {
  content: "\f0e6";
 }
 .fa-flash:before,
 .fa-bolt:before {
  content: "\f0e7";
 }
 .fa-sitemap:before {
  content: "\f0e8";
 }
 .fa-umbrella:before {
  content: "\f0e9";
 }
 .fa-paste:before,
 .fa-clipboard:before {
  content: "\f0ea";
 }
 .fa-lightbulb-o:before {
  content: "\f0eb";
 }
 .fa-exchange:before {
  content: "\f0ec";
 }
 .fa-cloud-download:before {
  content: "\f0ed";
 }
 .fa-cloud-upload:before {
  content: "\f0ee";
 }
 .fa-user-md:before {
  content: "\f0f0";
 }
 .fa-stethoscope:before {
  content: "\f0f1";
 }
 .fa-suitcase:before {
  content: "\f0f2";
 }
 .fa-bell-o:before {
  content: "\f0a2";
 }
 .fa-coffee:before {
  content: "\f0f4";
 }
 .fa-cutlery:before {
  content: "\f0f5";
 }
 .fa-file-text-o:before {
  content: "\f0f6";
 }
 .fa-building-o:before {
  content: "\f0f7";
 }
 .fa-hospital-o:before {
  content: "\f0f8";
 }
 .fa-ambulance:before {
  content: "\f0f9";
 }
 .fa-medkit:before {
  content: "\f0fa";
 }
 .fa-fighter-jet:before {
  content: "\f0fb";
 }
 .fa-beer:before {
  content: "\f0fc";
 }
 .fa-h-square:before {
  content: "\f0fd";
 }
 .fa-plus-square:before {
  content: "\f0fe";
 }
 .fa-angle-double-left:before {
  content: "\f100";
 }
 .fa-angle-double-right:before {
  content: "\f101";
 }
 .fa-angle-double-up:before {
  content: "\f102";
 }
 .fa-angle-double-down:before {
  content: "\f103";
 }
 .fa-angle-left:before {
  content: "\f104";
 }
 .fa-angle-right:before {
  content: "\f105";
 }
 .fa-angle-up:before {
  content: "\f106";
 }
 .fa-angle-down:before {
  content: "\f107";
 }
 .fa-desktop:before {
  content: "\f108";
 }
 .fa-laptop:before {
  content: "\f109";
 }
 .fa-tablet:before {
  content: "\f10a";
 }
 .fa-mobile-phone:before,
 .fa-mobile:before {
  content: "\f10b";
 }
 .fa-circle-o:before {
  content: "\f10c";
 }
 .fa-quote-left:before {
  content: "\f10d";
 }
 .fa-quote-right:before {
  content: "\f10e";
 }
 .fa-spinner:before {
  content: "\f110";
 }
 .fa-circle:before {
  content: "\f111";
 }
 .fa-mail-reply:before,
 .fa-reply:before {
  content: "\f112";
 }
 .fa-github-alt:before {
  content: "\f113";
 }
 .fa-folder-o:before {
  content: "\f114";
 }
 .fa-folder-open-o:before {
  content: "\f115";
 }
 .fa-smile-o:before {
  content: "\f118";
 }
 .fa-frown-o:before {
  content: "\f119";
 }
 .fa-meh-o:before {
  content: "\f11a";
 }
 .fa-gamepad:before {
  content: "\f11b";
 }
 .fa-keyboard-o:before {
  content: "\f11c";
 }
 .fa-flag-o:before {
  content: "\f11d";
 }
 .fa-flag-checkered:before {
  content: "\f11e";
 }
 .fa-terminal:before {
  content: "\f120";
 }
 .fa-code:before {
  content: "\f121";
 }
 .fa-mail-reply-all:before,
 .fa-reply-all:before {
  content: "\f122";
 }
 .fa-star-half-empty:before,
 .fa-star-half-full:before,
 .fa-star-half-o:before {
  content: "\f123";
 }
 .fa-location-arrow:before {
  content: "\f124";
 }
 .fa-crop:before {
  content: "\f125";
 }
 .fa-code-fork:before {
  content: "\f126";
 }
 .fa-unlink:before,
 .fa-chain-broken:before {
  content: "\f127";
 }
 .fa-question:before {
  content: "\f128";
 }
 .fa-info:before {
  content: "\f129";
 }
 .fa-exclamation:before {
  content: "\f12a";
 }
 .fa-superscript:before {
  content: "\f12b";
 }
 .fa-subscript:before {
  content: "\f12c";
 }
 .fa-eraser:before {
  content: "\f12d";
 }
 .fa-puzzle-piece:before {
  content: "\f12e";
 }
 .fa-microphone:before {
  content: "\f130";
 }
 .fa-microphone-slash:before {
  content: "\f131";
 }
 .fa-shield:before {
  content: "\f132";
 }
 .fa-calendar-o:before {
  content: "\f133";
 }
 .fa-fire-extinguisher:before {
  content: "\f134";
 }
 .fa-rocket:before {
  content: "\f135";
 }
 .fa-maxcdn:before {
  content: "\f136";
 }
 .fa-chevron-circle-left:before {
  content: "\f137";
 }
 .fa-chevron-circle-right:before {
  content: "\f138";
 }
 .fa-chevron-circle-up:before {
  content: "\f139";
 }
 .fa-chevron-circle-down:before {
  content: "\f13a";
 }
 .fa-html5:before {
  content: "\f13b";
 }
 .fa-css3:before {
  content: "\f13c";
 }
 .fa-anchor:before {
  content: "\f13d";
 }
 .fa-unlock-alt:before {
  content: "\f13e";
 }
 .fa-bullseye:before {
  content: "\f140";
 }
 .fa-ellipsis-h:before {
  content: "\f141";
 }
 .fa-ellipsis-v:before {
  content: "\f142";
 }
 .fa-rss-square:before {
  content: "\f143";
 }
 .fa-play-circle:before {
  content: "\f144";
 }
 .fa-ticket:before {
  content: "\f145";
 }
 .fa-minus-square:before {
  content: "\f146";
 }
 .fa-minus-square-o:before {
  content: "\f147";
 }
 .fa-level-up:before {
  content: "\f148";
 }
 .fa-level-down:before {
  content: "\f149";
 }
 .fa-check-square:before {
  content: "\f14a";
 }
 .fa-pencil-square:before {
  content: "\f14b";
 }
 .fa-external-link-square:before {
  content: "\f14c";
 }
 .fa-share-square:before {
  content: "\f14d";
 }
 .fa-compass:before {
  content: "\f14e";
 }
 .fa-toggle-down:before,
 .fa-caret-square-o-down:before {
  content: "\f150";
 }
 .fa-toggle-up:before,
 .fa-caret-square-o-up:before {
  content: "\f151";
 }
 .fa-toggle-right:before,
 .fa-caret-square-o-right:before {
  content: "\f152";
 }
 .fa-euro:before,
 .fa-eur:before {
  content: "\f153";
 }
 .fa-gbp:before {
  content: "\f154";
 }
 .fa-dollar:before,
 .fa-usd:before {
  content: "\f155";
 }
 .fa-rupee:before,
 .fa-inr:before {
  content: "\f156";
 }
 .fa-cny:before,
 .fa-rmb:before,
 .fa-yen:before,
 .fa-jpy:before {
  content: "\f157";
 }
 .fa-ruble:before,
 .fa-rouble:before,
 .fa-rub:before {
  content: "\f158";
 }
 .fa-won:before,
 .fa-krw:before {
  content: "\f159";
 }
 .fa-bitcoin:before,
 .fa-btc:before {
  content: "\f15a";
 }
 .fa-file:before {
  content: "\f15b";
 }
 .fa-file-text:before {
  content: "\f15c";
 }
 .fa-sort-alpha-asc:before {
  content: "\f15d";
 }
 .fa-sort-alpha-desc:before {
  content: "\f15e";
 }
 .fa-sort-amount-asc:before {
  content: "\f160";
 }
 .fa-sort-amount-desc:before {
  content: "\f161";
 }
 .fa-sort-numeric-asc:before {
  content: "\f162";
 }
 .fa-sort-numeric-desc:before {
  content: "\f163";
 }
 .fa-thumbs-up:before {
  content: "\f164";
 }
 .fa-thumbs-down:before {
  content: "\f165";
 }
 .fa-youtube-square:before {
  content: "\f166";
 }
 .fa-youtube:before {
  content: "\f167";
 }
 .fa-xing:before {
  content: "\f168";
 }
 .fa-xing-square:before {
  content: "\f169";
 }
 .fa-youtube-play:before {
  content: "\f16a";
 }
 .fa-dropbox:before {
  content: "\f16b";
 }
 .fa-stack-overflow:before {
  content: "\f16c";
 }
 .fa-instagram:before {
  content: "\f16d";
 }
 .fa-flickr:before {
  content: "\f16e";
 }
 .fa-adn:before {
  content: "\f170";
 }
 .fa-bitbucket:before {
  content: "\f171";
 }
 .fa-bitbucket-square:before {
  content: "\f172";
 }
 .fa-tumblr:before {
  content: "\f173";
 }
 .fa-tumblr-square:before {
  content: "\f174";
 }
 .fa-long-arrow-down:before {
  content: "\f175";
 }
 .fa-long-arrow-up:before {
  content: "\f176";
 }
 .fa-long-arrow-left:before {
  content: "\f177";
 }
 .fa-long-arrow-right:before {
  content: "\f178";
 }
 .fa-apple:before {
  content: "\f179";
 }
 .fa-windows:before {
  content: "\f17a";
 }
 .fa-android:before {
  content: "\f17b";
 }
 .fa-linux:before {
  content: "\f17c";
 }
 .fa-dribbble:before {
  content: "\f17d";
 }
 .fa-skype:before {
  content: "\f17e";
 }
 .fa-foursquare:before {
  content: "\f180";
 }
 .fa-trello:before {
  content: "\f181";
 }
 .fa-female:before {
  content: "\f182";
 }
 .fa-male:before {
  content: "\f183";
 }
 .fa-gittip:before {
  content: "\f184";
 }
 .fa-sun-o:before {
  content: "\f185";
 }
 .fa-moon-o:before {
  content: "\f186";
 }
 .fa-archive:before {
  content: "\f187";
 }
 .fa-bug:before {
  content: "\f188";
 }
 .fa-vk:before {
  content: "\f189";
 }
 .fa-weibo:before {
  content: "\f18a";
 }
 .fa-renren:before {
  content: "\f18b";
 }
 .fa-pagelines:before {
  content: "\f18c";
 }
 .fa-stack-exchange:before {
  content: "\f18d";
 }
 .fa-arrow-circle-o-right:before {
  content: "\f18e";
 }
 .fa-arrow-circle-o-left:before {
  content: "\f190";
 }
 .fa-toggle-left:before,
 .fa-caret-square-o-left:before {
  content: "\f191";
 }
 .fa-dot-circle-o:before {
  content: "\f192";
 }
 .fa-wheelchair:before {
  content: "\f193";
 }
 .fa-vimeo-square:before {
  content: "\f194";
 }
 .fa-turkish-lira:before,
 .fa-try:before {
  content: "\f195";
 }
 .fa-plus-square-o:before {
  content: "\f196";
 }
 .fa-space-shuttle:before {
  content: "\f197";
 }
 .fa-slack:before {
  content: "\f198";
 }
 .fa-envelope-square:before {
  content: "\f199";
 }
 .fa-wordpress:before {
  content: "\f19a";
 }
 .fa-openid:before {
  content: "\f19b";
 }
 .fa-institution:before,
 .fa-bank:before,
 .fa-university:before {
  content: "\f19c";
 }
 .fa-mortar-board:before,
 .fa-graduation-cap:before {
  content: "\f19d";
 }
 .fa-yahoo:before {
  content: "\f19e";
 }
 .fa-google:before {
  content: "\f1a0";
 }
 .fa-reddit:before {
  content: "\f1a1";
 }
 .fa-reddit-square:before {
  content: "\f1a2";
 }
 .fa-stumbleupon-circle:before {
  content: "\f1a3";
 }
 .fa-stumbleupon:before {
  content: "\f1a4";
 }
 .fa-delicious:before {
  content: "\f1a5";
 }
 .fa-digg:before {
  content: "\f1a6";
 }
 .fa-pied-piper:before {
  content: "\f1a7";
 }
 .fa-pied-piper-alt:before {
  content: "\f1a8";
 }
 .fa-drupal:before {
  content: "\f1a9";
 }
 .fa-joomla:before {
  content: "\f1aa";
 }
 .fa-language:before {
  content: "\f1ab";
 }
 .fa-fax:before {
  content: "\f1ac";
 }
 .fa-building:before {
  content: "\f1ad";
 }
 .fa-child:before {
  content: "\f1ae";
 }
 .fa-paw:before {
  content: "\f1b0";
 }
 .fa-spoon:before {
  content: "\f1b1";
 }
 .fa-cube:before {
  content: "\f1b2";
 }
 .fa-cubes:before {
  content: "\f1b3";
 }
 .fa-behance:before {
  content: "\f1b4";
 }
 .fa-behance-square:before {
  content: "\f1b5";
 }
 .fa-steam:before {
  content: "\f1b6";
 }
 .fa-steam-square:before {
  content: "\f1b7";
 }
 .fa-recycle:before {
  content: "\f1b8";
 }
 .fa-automobile:before,
 .fa-car:before {
  content: "\f1b9";
 }
 .fa-cab:before,
 .fa-taxi:before {
  content: "\f1ba";
 }
 .fa-tree:before {
  content: "\f1bb";
 }
 .fa-spotify:before {
  content: "\f1bc";
 }
 .fa-deviantart:before {
  content: "\f1bd";
 }
 .fa-soundcloud:before {
  content: "\f1be";
 }
 .fa-database:before {
  content: "\f1c0";
 }
 .fa-file-pdf-o:before {
  content: "\f1c1";
 }
 .fa-file-word-o:before {
  content: "\f1c2";
 }
 .fa-file-excel-o:before {
  content: "\f1c3";
 }
 .fa-file-powerpoint-o:before {
  content: "\f1c4";
 }
 .fa-file-photo-o:before,
 .fa-file-picture-o:before,
 .fa-file-image-o:before {
  content: "\f1c5";
 }
 .fa-file-zip-o:before,
 .fa-file-archive-o:before {
  content: "\f1c6";
 }
 .fa-file-sound-o:before,
 .fa-file-audio-o:before {
  content: "\f1c7";
 }
 .fa-file-movie-o:before,
 .fa-file-video-o:before {
  content: "\f1c8";
 }
 .fa-file-code-o:before {
  content: "\f1c9";
 }
 .fa-vine:before {
  content: "\f1ca";
 }
 .fa-codepen:before {
  content: "\f1cb";
 }
 .fa-jsfiddle:before {
  content: "\f1cc";
 }
 .fa-life-bouy:before,
 .fa-life-buoy:before,
 .fa-life-saver:before,
 .fa-support:before,
 .fa-life-ring:before {
  content: "\f1cd";
 }
 .fa-circle-o-notch:before {
  content: "\f1ce";
 }
 .fa-ra:before,
 .fa-rebel:before {
  content: "\f1d0";
 }
 .fa-ge:before,
 .fa-empire:before {
  content: "\f1d1";
 }
 .fa-git-square:before {
  content: "\f1d2";
 }
 .fa-git:before {
  content: "\f1d3";
 }
 .fa-hacker-news:before {
  content: "\f1d4";
 }
 .fa-tencent-weibo:before {
  content: "\f1d5";
 }
 .fa-qq:before {
  content: "\f1d6";
 }
 .fa-wechat:before,
 .fa-weixin:before {
  content: "\f1d7";
 }
 .fa-send:before,
 .fa-paper-plane:before {
  content: "\f1d8";
 }
 .fa-send-o:before,
 .fa-paper-plane-o:before {
  content: "\f1d9";
 }
 .fa-history:before {
  content: "\f1da";
 }
 .fa-circle-thin:before {
  content: "\f1db";
 }
 .fa-header:before {
  content: "\f1dc";
 }
 .fa-paragraph:before {
  content: "\f1dd";
 }
 .fa-sliders:before {
  content: "\f1de";
 }
 .fa-share-alt:before {
  content: "\f1e0";
 }
 .fa-share-alt-square:before {
  content: "\f1e1";
 }
 .fa-bomb:before {
  content: "\f1e2";
 }
 .fa-soccer-ball-o:before,
 .fa-futbol-o:before {
  content: "\f1e3";
 }
 .fa-tty:before {
  content: "\f1e4";
 }
 .fa-binoculars:before {
  content: "\f1e5";
 }
 .fa-plug:before {
  content: "\f1e6";
 }
 .fa-slideshare:before {
  content: "\f1e7";
 }
 .fa-twitch:before {
  content: "\f1e8";
 }
 .fa-yelp:before {
  content: "\f1e9";
 }
 .fa-newspaper-o:before {
  content: "\f1ea";
 }
 .fa-wifi:before {
  content: "\f1eb";
 }
 .fa-calculator:before {
  content: "\f1ec";
 }
 .fa-paypal:before {
  content: "\f1ed";
 }
 .fa-google-wallet:before {
  content: "\f1ee";
 }
 .fa-cc-visa:before {
  content: "\f1f0";
 }
 .fa-cc-mastercard:before {
  content: "\f1f1";
 }
 .fa-cc-discover:before {
  content: "\f1f2";
 }
 .fa-cc-amex:before {
  content: "\f1f3";
 }
 .fa-cc-paypal:before {
  content: "\f1f4";
 }
 .fa-cc-stripe:before {
  content: "\f1f5";
 }
 .fa-bell-slash:before {
  content: "\f1f6";
 }
 .fa-bell-slash-o:before {
  content: "\f1f7";
 }
 .fa-trash:before {
  content: "\f1f8";
 }
 .fa-copyright:before {
  content: "\f1f9";
 }
 .fa-at:before {
  content: "\f1fa";
 }
 .fa-eyedropper:before {
  content: "\f1fb";
 }
 .fa-paint-brush:before {
  content: "\f1fc";
 }
 .fa-birthday-cake:before {
  content: "\f1fd";
 }
 .fa-area-chart:before {
  content: "\f1fe";
 }
 .fa-pie-chart:before {
  content: "\f200";
 }
 .fa-line-chart:before {
  content: "\f201";
 }
 .fa-lastfm:before {
  content: "\f202";
 }
 .fa-lastfm-square:before {
  content: "\f203";
 }
 .fa-toggle-off:before {
  content: "\f204";
 }
 .fa-toggle-on:before {
  content: "\f205";
 }
 .fa-bicycle:before {
  content: "\f206";
 }
 .fa-bus:before {
  content: "\f207";
 }
 .fa-ioxhost:before {
  content: "\f208";
 }
 .fa-angellist:before {
  content: "\f209";
 }
 .fa-cc:before {
  content: "\f20a";
 }
 .fa-shekel:before,
 .fa-sheqel:before,
 .fa-ils:before {
  content: "\f20b";
 }
 .fa-meanpath:before {
  content: "\f20c";
 }
 /*!
 *
 * IPython base
 *
 */
 .modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
 }
 code {
  color: #000;
 }
 pre {
  font-size: inherit;
  line-height: inherit;
 }
 label {
  font-weight: normal;
 }
 /* Make the page background atleast 100% the height of the view port */
 /* Make the page itself atleast 70% the height of the view port */
 .border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
 }
 .corner-all {
  border-radius: 2px;
 }
 .no-padding {
  padding: 0px;
 }
 /* Flexible box model classes */
 /* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
 /* This file is a compatability layer.  It allows the usage of flexible box 
 model layouts accross multiple browsers, including older browsers.  The newest,
 universal implementation of the flexible box model is used when available (see
 `Modern browsers` comments below).  Browsers that are known to implement this 
 new spec completely include:

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

 Browsers not listed, including Safari, are supported via the styling under the
 `Old browsers` comments below.
 */
 .hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
 }
 .hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
 }
 .vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
 }
 .vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
 }
 .hbox.reverse,
 .vbox.reverse,
 .reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
 }
 .hbox.box-flex0,
 .vbox.box-flex0,
 .box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
 }
 .hbox.box-flex1,
 .vbox.box-flex1,
 .box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
 }
 .hbox.box-flex,
 .vbox.box-flex,
 .box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
 }
 .hbox.box-flex2,
 .vbox.box-flex2,
 .box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
 }
 .box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
 }
 .box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
 }
 .hbox.start,
 .vbox.start,
 .start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
 }
 .hbox.end,
 .vbox.end,
 .end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
 }
 .hbox.center,
 .vbox.center,
 .center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
 }
 .hbox.baseline,
 .vbox.baseline,
 .baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
 }
 .hbox.stretch,
 .vbox.stretch,
 .stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
 }
 .hbox.align-start,
 .vbox.align-start,
 .align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
 }
 .hbox.align-end,
 .vbox.align-end,
 .align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
 }
 .hbox.align-center,
 .vbox.align-center,
 .align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
 }
 .hbox.align-baseline,
 .vbox.align-baseline,
 .align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
 }
 .hbox.align-stretch,
 .vbox.align-stretch,
 .align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
 }
 div.error {
  margin: 2em;
  text-align: center;
 }
 div.error > h1 {
  font-size: 500%;
  line-height: normal;
 }
 div.error > p {
  font-size: 200%;
  line-height: normal;
 }
 div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
 }
 /**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
 body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
 }
 body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
 }
 body > #header #header-container {
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
 }
 body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
 }
 @media print {
  body > #header {
    display: none !important;
  }
 }
 #header-spacer {
  width: 100%;
  visibility: hidden;
 }
 @media print {
  #header-spacer {
    display: none;
  }
 }
 #ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
 }
 @media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
 }
 [dir="rtl"] #ipython_notebook {
  float: right !important;
 }
 #noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
 }
 #ipython_notebook img {
  height: 28px;
 }
 #site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
 }
 @media print {
  #site {
    height: auto !important;
  }
 }
 /* Smaller buttons */
 .ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
 }
 input.ui-button {
  padding: 0.3em 0.9em;
 }
 span#login_widget {
  float: right;
 }
 span#login_widget > .button,
 #logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
 }
 span#login_widget > .button:focus,
 #logout:focus,
 span#login_widget > .button.focus,
 #logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
 }
 span#login_widget > .button:hover,
 #logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
 }
 span#login_widget > .button:active,
 #logout:active,
 span#login_widget > .button.active,
 #logout.active,
 .open > .dropdown-togglespan#login_widget > .button,
 .open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
 }
 span#login_widget > .button:active:hover,
 #logout:active:hover,
 span#login_widget > .button.active:hover,
 #logout.active:hover,
 .open > .dropdown-togglespan#login_widget > .button:hover,
 .open > .dropdown-toggle#logout:hover,
 span#login_widget > .button:active:focus,
 #logout:active:focus,
 span#login_widget > .button.active:focus,
 #logout.active:focus,
 .open > .dropdown-togglespan#login_widget > .button:focus,
 .open > .dropdown-toggle#logout:focus,
 span#login_widget > .button:active.focus,
 #logout:active.focus,
 span#login_widget > .button.active.focus,
 #logout.active.focus,
 .open > .dropdown-togglespan#login_widget > .button.focus,
 .open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
 }
 span#login_widget > .button:active,
 #logout:active,
 span#login_widget > .button.active,
 #logout.active,
 .open > .dropdown-togglespan#login_widget > .button,
 .open > .dropdown-toggle#logout {
  background-image: none;
 }
 span#login_widget > .button.disabled:hover,
 #logout.disabled:hover,
 span#login_widget > .button[disabled]:hover,
 #logout[disabled]:hover,
 fieldset[disabled] span#login_widget > .button:hover,
 fieldset[disabled] #logout:hover,
 span#login_widget > .button.disabled:focus,
 #logout.disabled:focus,
 span#login_widget > .button[disabled]:focus,
 #logout[disabled]:focus,
 fieldset[disabled] span#login_widget > .button:focus,
 fieldset[disabled] #logout:focus,
 span#login_widget > .button.disabled.focus,
 #logout.disabled.focus,
 span#login_widget > .button[disabled].focus,
 #logout[disabled].focus,
 fieldset[disabled] span#login_widget > .button.focus,
 fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
 }
 span#login_widget > .button .badge,
 #logout .badge {
  color: #fff;
  background-color: #333;
 }
 .nav-header {
  text-transform: none;
 }
 #header > span {
  margin-top: 10px;
 }
 .modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
 }
 .modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
 }
 @media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
 }
 @media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
 }
 /*!
 *
 * IPython auth
 *
 */
 .center-nav {
  display: inline-block;
  margin-bottom: -4px;
 }
 /*!
 *
 * IPython tree view
 *
 */
 /* We need an invisible input field on top of the sentense*/
 /* "Drag file onto the list ..." */
 .alternate_upload {
  background-color: none;
  display: inline;
 }
 .alternate_upload.form {
  padding: 0;
  margin: 0;
 }
 .alternate_upload input.fileinput {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
 }
 .alternate_upload .btn-upload {
  height: 22px;
 }
 /**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
 [dir="rtl"] #tabs li {
  float: right;
 }
 ul#tabs {
  margin-bottom: 4px;
 }
 [dir="rtl"] ul#tabs {
  margin-right: 0px;
 }
 ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
 }
 ul.breadcrumb a:focus,
 ul.breadcrumb a:hover {
  text-decoration: none;
 }
 ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
 }
 ul.breadcrumb span {
  color: #5e5e5e;
 }
 .list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
 }
 .list_toolbar .tree-buttons {
  padding-top: 1px;
 }
 [dir="rtl"] .list_toolbar .tree-buttons {
  float: left !important;
 }
 [dir="rtl"] .list_toolbar .pull-right {
  padding-top: 1px;
  float: left !important;
 }
 [dir="rtl"] .list_toolbar .pull-left {
  float: right !important;
 }
 .dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
 }
 .list_toolbar [class*="span"] {
  min-height: 24px;
 }
 .list_header {
  font-weight: bold;
  background-color: #EEE;
 }
 .list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
 }
 .list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
 }
 .list_container > div {
  border-bottom: 1px solid #ddd;
 }
 .list_container > div:hover .list-item {
  background-color: red;
 }
 .list_container > div:last-child {
  border: none;
 }
 .list_item:hover .list_item {
  background-color: #ddd;
 }
 .list_item a {
  text-decoration: none;
 }
 .list_item:hover {
  background-color: #fafafa;
 }
 .list_header > div,
 .list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
 }
 .list_header > div input,
 .list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: baseline;
  line-height: 22px;
  position: relative;
  top: -1px;
 }
 .list_header > div .item_link,
 .list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
 }
 .new-file input[type=checkbox] {
  visibility: hidden;
 }
 .item_name {
  line-height: 22px;
  height: 24px;
 }
 .item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
 }
 .item_buttons {
  line-height: 1em;
  margin-left: -5px;
 }
 .item_buttons .btn,
 .item_buttons .btn-group,
 .item_buttons .input-group {
  float: left;
 }
 .item_buttons > .btn,
 .item_buttons > .btn-group,
 .item_buttons > .input-group {
  margin-left: 5px;
 }
 .item_buttons .btn {
  min-width: 13ex;
 }
 .item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
 }
 .item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
 }
 .toolbar_info {
  height: 24px;
  line-height: 24px;
 }
 .list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
 }
 .highlight_text {
  color: blue;
 }
 #project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
 }
 #project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
 }
 #tree-selector {
  padding-right: 0px;
 }
 [dir="rtl"] #tree-selector a {
  float: right;
 }
 #button-select-all {
  min-width: 50px;
 }
 #select-all {
  margin-left: 7px;
  margin-right: 2px;
 }
 .menu_icon {
  margin-right: 2px;
 }
 .tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
 }
 .folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
 }
 .folder_icon:before.pull-left {
  margin-right: .3em;
 }
 .folder_icon:before.pull-right {
  margin-left: .3em;
 }
 .notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
 }
 .notebook_icon:before.pull-left {
  margin-right: .3em;
 }
 .notebook_icon:before.pull-right {
  margin-left: .3em;
 }
 .running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
 }
 .running_notebook_icon:before.pull-left {
  margin-right: .3em;
 }
 .running_notebook_icon:before.pull-right {
  margin-left: .3em;
 }
 .file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
 }
 .file_icon:before.pull-left {
  margin-right: .3em;
 }
 .file_icon:before.pull-right {
  margin-left: .3em;
 }
 #notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
 }
 ul#new-menu {
  left: auto;
  right: 0;
 }
 [dir="rtl"] #new-menu {
  text-align: right;
 }
 .kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
 }
 .kernel-menu-icon:before {
  content: "\f096";
 }
 .kernel-menu-icon-current:before {
  content: "\f00c";
 }
 #tab_content {
  padding-top: 20px;
 }
 #running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
 }
 #running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
 }
 #running .panel-group .panel .panel-heading a:focus,
 #running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
 }
 #running .panel-group .panel .panel-body {
  padding: 0px;
 }
 #running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
 }
 #running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
 }
 #running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
 }
 [dir="rtl"] #running .col-sm-8 {
  float: right !important;
 }
 .delete-button {
  display: none;
 }
 .duplicate-button {
  display: none;
 }
 .rename-button {
  display: none;
 }
 .shutdown-button {
  display: none;
 }
 .dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
 }
 /*!
 *
 * IPython text editor webapp
 *
 */
 .selected-keymap i.fa {
  padding: 0px 5px;
 }
 .selected-keymap i.fa:before {
  content: "\f00c";
 }
 #mode-menu {
  overflow: auto;
  max-height: 20em;
 }
 .edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
 }
 .edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
 }
 .dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
 }
 .dirty-indicator.pull-left {
  margin-right: .3em;
 }
 .dirty-indicator.pull-right {
  margin-left: .3em;
 }
 .dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
 }
 .dirty-indicator-dirty.pull-left {
  margin-right: .3em;
 }
 .dirty-indicator-dirty.pull-right {
  margin-left: .3em;
 }
 .dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
 }
 .dirty-indicator-clean.pull-left {
  margin-right: .3em;
 }
 .dirty-indicator-clean.pull-right {
  margin-left: .3em;
 }
 .dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
 }
 .dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
 }
 .dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
 }
 #filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
 }
 #current-mode {
  padding-left: 5px;
  padding-right: 5px;
 }
 #texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
 }
 @media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
 }
 @media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
 }
 @media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
 }
 @media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
 }
 /*!
 *
 * IPython notebook
 *
 */
 /* CSS font colors for translated ANSI colors. */
 .ansibold {
  font-weight: bold;
 }
 /* use dark versions for foreground, to improve visibility */
 .ansiblack {
  color: black;
 }
 .ansired {
  color: darkred;
 }
 .ansigreen {
  color: darkgreen;
 }
 .ansiyellow {
  color: #c4a000;
 }
 .ansiblue {
  color: darkblue;
 }
 .ansipurple {
  color: darkviolet;
 }
 .ansicyan {
  color: steelblue;
 }
 .ansigray {
  color: gray;
 }
 /* and light for background, for the same reason */
 .ansibgblack {
  background-color: black;
 }
 .ansibgred {
  background-color: red;
 }
 .ansibggreen {
  background-color: green;
 }
 .ansibgyellow {
  background-color: yellow;
 }
 .ansibgblue {
  background-color: blue;
 }
 .ansibgpurple {
  background-color: magenta;
 }
 .ansibgcyan {
  background-color: cyan;
 }
 .ansibggray {
  background-color: gray;
 }
 div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
 }
 div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
 }
 @media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
 }
 div.cell.selected {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
 }
 @media print {
  div.cell.selected {
    border-color: transparent;
  }
 }
 div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
 }
 .edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
 }
 @media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
 }
 .prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
 }
 @media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
 }
 div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
 }
 /* input_area and input_prompt must match in top border and margin for alignment */
 div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
 }
 /* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
 div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
 }
 div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
 }
 div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
 }
 div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
 }
 div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
 }
 @media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
 }
 div.code_cell {
  /* avoid page breaking on code cells when printing */
 }
 @media print {
  div.code_cell {
    page-break-inside: avoid;
  }
 }
 /* any special styling for code cells that are currently running goes here */
 div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
 }
 @media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
 }
 /* input_area and input_prompt must match in top border and margin for alignment */
 div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
 }
 div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
 }
 div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
 }
 /* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
 .CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
 }
 .CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
 }
 .CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  padding: 0.4em;
 }
 .CodeMirror-linenumber {
  padding: 0 8px 0 4px;
 }
 .CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
 }
 .CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
 }
 /*

 Original style from softwaremaniacs.org (c) Ivan Sagalaev <[email protected]>
 Adapted from GitHub theme

 */
 .highlight-base {
  color: #000;
 }
 .highlight-variable {
  color: #000;
 }
 .highlight-variable-2 {
  color: #1a1a1a;
 }
 .highlight-variable-3 {
  color: #333333;
 }
 .highlight-string {
  color: #BA2121;
 }
 .highlight-comment {
  color: #408080;
  font-style: italic;
 }
 .highlight-number {
  color: #080;
 }
 .highlight-atom {
  color: #88F;
 }
 .highlight-keyword {
  color: #008000;
  font-weight: bold;
 }
 .highlight-builtin {
  color: #008000;
 }
 .highlight-error {
  color: #f00;
 }
 .highlight-operator {
  color: #AA22FF;
  font-weight: bold;
 }
 .highlight-meta {
  color: #AA22FF;
 }
 /* previously not defined, copying from default codemirror */
 .highlight-def {
  color: #00f;
 }
 .highlight-string-2 {
  color: #f50;
 }
 .highlight-qualifier {
  color: #555;
 }
 .highlight-bracket {
  color: #997;
 }
 .highlight-tag {
  color: #170;
 }
 .highlight-attribute {
  color: #00c;
 }
 .highlight-header {
  color: blue;
 }
 .highlight-quote {
  color: #090;
 }
 .highlight-link {
  color: #00c;
 }
 /* apply the same style to codemirror */
 .cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
 }
 .cm-s-ipython span.cm-atom {
  color: #88F;
 }
 .cm-s-ipython span.cm-number {
  color: #080;
 }
 .cm-s-ipython span.cm-def {
  color: #00f;
 }
 .cm-s-ipython span.cm-variable {
  color: #000;
 }
 .cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
 }
 .cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
 }
 .cm-s-ipython span.cm-variable-3 {
  color: #333333;
 }
 .cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
 }
 .cm-s-ipython span.cm-string {
  color: #BA2121;
 }
 .cm-s-ipython span.cm-string-2 {
  color: #f50;
 }
 .cm-s-ipython span.cm-meta {
  color: #AA22FF;
 }
 .cm-s-ipython span.cm-qualifier {
  color: #555;
 }
 .cm-s-ipython span.cm-builtin {
  color: #008000;
 }
 .cm-s-ipython span.cm-bracket {
  color: #997;
 }
 .cm-s-ipython span.cm-tag {
  color: #170;
 }
 .cm-s-ipython span.cm-attribute {
  color: #00c;
 }
 .cm-s-ipython span.cm-header {
  color: blue;
 }
 .cm-s-ipython span.cm-quote {
  color: #090;
 }
 .cm-s-ipython span.cm-link {
  color: #00c;
 }
 .cm-s-ipython span.cm-error {
  color: #f00;
 }
 .cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
 }
 div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
 }
 /* class for the output area when it should be height-limited */
 div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
 }
 /* output div while it is collapsed */
 div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
 }
 div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
 }
 div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
 }
 div.output_prompt {
  color: #D84315;
 }
 /* This class is the outer container of all output sections. */
 div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
 }
 div.output_area .MathJax_Display {
  text-align: left !important;
 }
 div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
 }
 div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
 }
 div.output_area img,
 div.output_area svg {
  max-width: 100%;
  height: auto;
 }
 div.output_area img.unconfined,
 div.output_area svg.unconfined {
  max-width: none;
 }
 /* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
 .output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
 }
 @media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
 }
 div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
 }
 /* This class is for the output subarea inside the output_area and after
   the prompt div. */
 div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
 }
 div.output_scroll div.output_subarea {
  overflow-x: visible;
 }
 /* The rest of the output_* classes are for special styling of the different
   output types */
 /* all text output has this class: */
 div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
 }
 /* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
 div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
 }
 div.output_latex {
  text-align: left;
 }
 /* Empty output_javascript divs should have no height */
 div.output_javascript:empty {
  padding: 0;
 }
 .js-error {
  color: darkred;
 }
 /* raw_input styles */
 div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
 }
 pre.raw_input_prompt {
  /* nothing needed here. */
 }
 input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
 }
 input.raw_input:focus {
  box-shadow: none;
 }
 p.p-space {
  margin-bottom: 10px;
 }
 div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
 }
 div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
 }
 div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
 }
 .rendered_html {
  color: #000;
  /* any extras will just be numbers: */
 }
 .rendered_html em {
  font-style: italic;
 }
 .rendered_html strong {
  font-weight: bold;
 }
 .rendered_html u {
  text-decoration: underline;
 }
 .rendered_html :link {
  text-decoration: underline;
 }
 .rendered_html :visited {
  text-decoration: underline;
 }
 .rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
 }
 .rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
 }
 .rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
 }
 .rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
 }
 .rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
 }
 .rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
 }
 .rendered_html h1:first-child {
  margin-top: 0.538em;
 }
 .rendered_html h2:first-child {
  margin-top: 0.636em;
 }
 .rendered_html h3:first-child {
  margin-top: 0.777em;
 }
 .rendered_html h4:first-child {
  margin-top: 1em;
 }
 .rendered_html h5:first-child {
  margin-top: 1em;
 }
 .rendered_html h6:first-child {
  margin-top: 1em;
 }
 .rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
 }
 .rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
 }
 .rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
 }
 .rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
 }
 .rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
 }
 .rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
 }
 .rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
 }
 .rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
 }
 .rendered_html * + ul {
  margin-top: 1em;
 }
 .rendered_html * + ol {
  margin-top: 1em;
 }
 .rendered_html hr {
  color: black;
  background-color: black;
 }
 .rendered_html pre {
  margin: 1em 2em;
 }
 .rendered_html pre,
 .rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
 }
 .rendered_html blockquote {
  margin: 1em 2em;
 }
 .rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
 }
 .rendered_html tr,
 .rendered_html th,
 .rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
 }
 .rendered_html td,
 .rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
 }
 .rendered_html th {
  font-weight: bold;
 }
 .rendered_html * + table {
  margin-top: 1em;
 }
 .rendered_html p {
  text-align: left;
 }
 .rendered_html * + p {
  margin-top: 1em;
 }
 .rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
 }
 .rendered_html * + img {
  margin-top: 1em;
 }
 .rendered_html img,
 .rendered_html svg {
  max-width: 100%;
  height: auto;
 }
 .rendered_html img.unconfined,
 .rendered_html svg.unconfined {
  max-width: none;
 }
 div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
 }
 @media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
 }
 div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
 }
 a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
 }
 h1:hover .anchor-link,
 h2:hover .anchor-link,
 h3:hover .anchor-link,
 h4:hover .anchor-link,
 h5:hover .anchor-link,
 h6:hover .anchor-link {
  visibility: visible;
 }
 .text_cell.rendered .input_area {
  display: none;
 }
 .text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
 }
 .text_cell.unrendered .text_cell_render {
  display: none;
 }
 .cm-header-1,
 .cm-header-2,
 .cm-header-3,
 .cm-header-4,
 .cm-header-5,
 .cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
 }
 .cm-header-1 {
  font-size: 185.7%;
 }
 .cm-header-2 {
  font-size: 157.1%;
 }
 .cm-header-3 {
  font-size: 128.6%;
 }
 .cm-header-4 {
  font-size: 110%;
 }
 .cm-header-5 {
  font-size: 100%;
  font-style: italic;
 }
 .cm-header-6 {
  font-size: 100%;
  font-style: italic;
 }
 /*!
 *
 * IPython notebook webapp
 *
 */
 @media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
 }
 #ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
 }
 div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
 }
 div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
 }
 @media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
 }
 @media print {
  #notebook-container {
    width: 100%;
  }
 }
 div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
 }
 pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
 }
 p.dialog {
  padding: 0.2em;
 }
 /* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
 pre,
 code,
 kbd,
 samp {
  white-space: pre-wrap;
 }
 #fonttest {
  font-family: monospace;
 }
 p {
  margin-bottom: 0;
 }
 .end_space {
  min-height: 100px;
  transition: height .2s ease;
 }
 .notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
 }
 @media not print {
  .notebook_app {
    background-color: #EEE;
  }
 }
 kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
 }
 /* CSS for the cell toolbar */
 .celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
 }
 @media print {
  .celltoolbar {
    display: none;
  }
 }
 .ctb_hideshow {
  display: none;
  vertical-align: bottom;
 }
 /* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
 */
 .ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
 }
 .ctb_global_show .ctb_show + .input_area,
 .ctb_global_show .ctb_show + div.text_cell_input,
 .ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
 }
 .ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
 }
 .celltoolbar {
  font-size: 87%;
  padding-top: 3px;
 }
 .celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
 }
 .celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
 }
 .celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
 }
 .celltoolbar select:-ms-input-placeholder {
  color: #999;
 }
 .celltoolbar select::-webkit-input-placeholder {
  color: #999;
 }
 .celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
 }
 .celltoolbar select[disabled],
 .celltoolbar select[readonly],
 fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
 }
 .celltoolbar select[disabled],
 fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
 }
 textarea.celltoolbar select {
  height: auto;
 }
 select.celltoolbar select {
  height: 30px;
  line-height: 30px;
 }
 textarea.celltoolbar select,
 select[multiple].celltoolbar select {
  height: auto;
 }
 .celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
 }
 .completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
 }
 .completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
 }
 .completions select option.context {
  color: #286090;
 }
 #kernel_logo_widget {
  float: right !important;
  float: right;
 }
 #kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
 }
 #menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
 }
 #menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
 }
 #menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
 }
 #menubar .navbar-collapse {
  clear: left;
 }
 .nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
 }
 i.menu-icon {
  padding-top: 4px;
 }
 ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
 }
 ul#help_menu li a i {
  margin-right: -1.2em;
 }
 .dropdown-submenu {
  position: relative;
 }
 .dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
 }
 .dropdown-submenu:hover > .dropdown-menu {
  display: block;
 }
 .dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
 }
 .dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
 }
 .dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
 }
 .dropdown-submenu:hover > a:after {
  color: #262626;
 }
 .dropdown-submenu.pull-left {
  float: none;
 }
 .dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
 }
 #notification_area {
  float: right !important;
  float: right;
  z-index: 10;
 }
 .indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
 }
 #kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
 }
 #kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
 }
 #modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
 }
 #readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
 }
 .modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
 }
 .edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
 }
 .edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
 }
 .edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
 }
 .command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
 }
 .command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
 }
 .command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
 }
 .kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
 }
 .kernel_idle_icon:before.pull-left {
  margin-right: .3em;
 }
 .kernel_idle_icon:before.pull-right {
  margin-left: .3em;
 }
 .kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
 }
 .kernel_busy_icon:before.pull-left {
  margin-right: .3em;
 }
 .kernel_busy_icon:before.pull-right {
  margin-left: .3em;
 }
 .kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
 }
 .kernel_dead_icon:before.pull-left {
  margin-right: .3em;
 }
 .kernel_dead_icon:before.pull-right {
  margin-left: .3em;
 }
 .kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
 }
 .kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
 }
 .kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
 }
 .notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
 }
 .notification_widget:focus,
 .notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
 }
 .notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
 }
 .notification_widget:active,
 .notification_widget.active,
 .open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
 }
 .notification_widget:active:hover,
 .notification_widget.active:hover,
 .open > .dropdown-toggle.notification_widget:hover,
 .notification_widget:active:focus,
 .notification_widget.active:focus,
 .open > .dropdown-toggle.notification_widget:focus,
 .notification_widget:active.focus,
 .notification_widget.active.focus,
 .open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
 }
 .notification_widget:active,
 .notification_widget.active,
 .open > .dropdown-toggle.notification_widget {
  background-image: none;
 }
 .notification_widget.disabled:hover,
 .notification_widget[disabled]:hover,
 fieldset[disabled] .notification_widget:hover,
 .notification_widget.disabled:focus,
 .notification_widget[disabled]:focus,
 fieldset[disabled] .notification_widget:focus,
 .notification_widget.disabled.focus,
 .notification_widget[disabled].focus,
 fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
 }
 .notification_widget .badge {
  color: #fff;
  background-color: #333;
 }
 .notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
 }
 .notification_widget.warning:focus,
 .notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
 }
 .notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
 }
 .notification_widget.warning:active,
 .notification_widget.warning.active,
 .open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
 }
 .notification_widget.warning:active:hover,
 .notification_widget.warning.active:hover,
 .open > .dropdown-toggle.notification_widget.warning:hover,
 .notification_widget.warning:active:focus,
 .notification_widget.warning.active:focus,
 .open > .dropdown-toggle.notification_widget.warning:focus,
 .notification_widget.warning:active.focus,
 .notification_widget.warning.active.focus,
 .open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
 }
 .notification_widget.warning:active,
 .notification_widget.warning.active,
 .open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
 }
 .notification_widget.warning.disabled:hover,
 .notification_widget.warning[disabled]:hover,
 fieldset[disabled] .notification_widget.warning:hover,
 .notification_widget.warning.disabled:focus,
 .notification_widget.warning[disabled]:focus,
 fieldset[disabled] .notification_widget.warning:focus,
 .notification_widget.warning.disabled.focus,
 .notification_widget.warning[disabled].focus,
 fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
 }
 .notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
 }
 .notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
 }
 .notification_widget.success:focus,
 .notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
 }
 .notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
 }
 .notification_widget.success:active,
 .notification_widget.success.active,
 .open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
 }
 .notification_widget.success:active:hover,
 .notification_widget.success.active:hover,
 .open > .dropdown-toggle.notification_widget.success:hover,
 .notification_widget.success:active:focus,
 .notification_widget.success.active:focus,
 .open > .dropdown-toggle.notification_widget.success:focus,
 .notification_widget.success:active.focus,
 .notification_widget.success.active.focus,
 .open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
 }
 .notification_widget.success:active,
 .notification_widget.success.active,
 .open > .dropdown-toggle.notification_widget.success {
  background-image: none;
 }
 .notification_widget.success.disabled:hover,
 .notification_widget.success[disabled]:hover,
 fieldset[disabled] .notification_widget.success:hover,
 .notification_widget.success.disabled:focus,
 .notification_widget.success[disabled]:focus,
 fieldset[disabled] .notification_widget.success:focus,
 .notification_widget.success.disabled.focus,
 .notification_widget.success[disabled].focus,
 fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
 }
 .notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
 }
 .notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
 }
 .notification_widget.info:focus,
 .notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
 }
 .notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
 }
 .notification_widget.info:active,
 .notification_widget.info.active,
 .open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
 }
 .notification_widget.info:active:hover,
 .notification_widget.info.active:hover,
 .open > .dropdown-toggle.notification_widget.info:hover,
 .notification_widget.info:active:focus,
 .notification_widget.info.active:focus,
 .open > .dropdown-toggle.notification_widget.info:focus,
 .notification_widget.info:active.focus,
 .notification_widget.info.active.focus,
 .open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
 }
 .notification_widget.info:active,
 .notification_widget.info.active,
 .open > .dropdown-toggle.notification_widget.info {
  background-image: none;
 }
 .notification_widget.info.disabled:hover,
 .notification_widget.info[disabled]:hover,
 fieldset[disabled] .notification_widget.info:hover,
 .notification_widget.info.disabled:focus,
 .notification_widget.info[disabled]:focus,
 fieldset[disabled] .notification_widget.info:focus,
 .notification_widget.info.disabled.focus,
 .notification_widget.info[disabled].focus,
 fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
 }
 .notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
 }
 .notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
 }
 .notification_widget.danger:focus,
 .notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
 }
 .notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
 }
 .notification_widget.danger:active,
 .notification_widget.danger.active,
 .open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
 }
 .notification_widget.danger:active:hover,
 .notification_widget.danger.active:hover,
 .open > .dropdown-toggle.notification_widget.danger:hover,
 .notification_widget.danger:active:focus,
 .notification_widget.danger.active:focus,
 .open > .dropdown-toggle.notification_widget.danger:focus,
 .notification_widget.danger:active.focus,
 .notification_widget.danger.active.focus,
 .open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
 }
 .notification_widget.danger:active,
 .notification_widget.danger.active,
 .open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
 }
 .notification_widget.danger.disabled:hover,
 .notification_widget.danger[disabled]:hover,
 fieldset[disabled] .notification_widget.danger:hover,
 .notification_widget.danger.disabled:focus,
 .notification_widget.danger[disabled]:focus,
 fieldset[disabled] .notification_widget.danger:focus,
 .notification_widget.danger.disabled.focus,
 .notification_widget.danger[disabled].focus,
 fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
 }
 .notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
 }
 div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
 }
 div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
 }
 div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
 }
 div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
 }
 div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
 }
 div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
 }
 div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
 }
 .quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
 }
 .shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
 }
 .shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
 }
 span.save_widget {
  margin-top: 6px;
 }
 span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
 }
 span.save_widget span.filename:hover {
  background-color: #e6e6e6;
 }
 span.checkpoint_status,
 span.autosave_status {
  font-size: small;
 }
 @media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
 }
 @media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
 }
 .toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
 }
 .toolbar select,
 .toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
 }
 .toolbar .btn {
  padding: 2px 8px;
 }
 .toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
 }
 #maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
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 <h1 id="Honey-production-supply-and-demand-in-America-by-state-from-1998-to-2012">Honey production supply and demand in America by state from 1998 to 2012<a class="anchor-link" href="#Honey-production-supply-and-demand-in-America-by-state-from-1998-to-2012">&#182;</a></h1>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
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 <p>Import the dataset</p>

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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">dataset</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;C:</span><span class="se">\\</span><span class="s1">Users</span><span class="se">\\</span><span class="s1">jagan</span><span class="se">\\</span><span class="s1">OneDrive</span><span class="se">\\</span><span class="s1">Documents</span><span class="se">\\</span><span class="s1">Machine Learning - Projects\Kaggle_honey_prod</span><span class="se">\\</span><span class="s1">honeyproduction.csv&#39;</span><span class="p">)</span>
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 <h2 id="Analyze-the-dataset.">Analyze the dataset.<a class="anchor-link" href="#Analyze-the-dataset.">&#182;</a></h2><h3 id="Analyze-the-number-of-rows-&amp;-columns-.-Datset-contains-626-rows-and-8-columns">Analyze the number of rows &amp; columns . Datset contains 626 rows and 8 columns<a class="anchor-link" href="#Analyze-the-number-of-rows-&amp;-columns-.-Datset-contains-626-rows-and-8-columns">&#182;</a></h3>
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 <pre>(626, 8)</pre>
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 <h3 id="Analyze-the-column-details.">Analyze the column details.<a class="anchor-link" href="#Analyze-the-column-details.">&#182;</a></h3><p>Column Description
 numcol: Number of honey producing colonies. Honey producing colonies are the maximum number of colonies from which honey was taken during the year. It is possible to take honey from colonies which did not survive the entire year</p>
 <p>yieldpercol: Honey yield per colony. Unit is pounds</p>
 <p>totalprod: Total production (numcol x yieldpercol). Unit is pounds</p>
 <p>stocks: Refers to stocks held by producers. Unit is pounds</p>
 <p>priceperlb: Refers to average price per pound based on expanded sales. Unit is dollars.</p>
 <p>prodvalue: Value of production (totalprod x priceperlb). Unit is dollars.</p>

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 <pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
 RangeIndex: 626 entries, 0 to 625
 Data columns (total 8 columns):
 state          626 non-null object
 numcol         626 non-null float64
 yieldpercol    626 non-null int64
 totalprod      626 non-null float64
 stocks         626 non-null float64
 priceperlb     626 non-null float64
 prodvalue      626 non-null float64
 year           626 non-null int64
 dtypes: float64(5), int64(2), object(1)
 memory usage: 39.2+ KB
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 <h3 id="Fetch-Top-10-rows-to-see-the-data">Fetch Top 10 rows to see the data<a class="anchor-link" href="#Fetch-Top-10-rows-to-see-the-data">&#182;</a></h3>
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      <td>3445000.0</td>
      <td>1688000.0</td>
      <td>0.59</td>
      <td>2033000.0</td>
      <td>1998</td>
    </tr>
    <tr>
      <th>3</th>
      <td>CA</td>
      <td>450000.0</td>
      <td>83</td>
      <td>37350000.0</td>
      <td>12326000.0</td>
      <td>0.62</td>
      <td>23157000.0</td>
      <td>1998</td>
    </tr>
    <tr>
      <th>4</th>
      <td>CO</td>
      <td>27000.0</td>
      <td>72</td>
      <td>1944000.0</td>
      <td>1594000.0</td>
      <td>0.70</td>
      <td>1361000.0</td>
      <td>1998</td>
    </tr>
    <tr>
      <th>5</th>
      <td>FL</td>
      <td>230000.0</td>
      <td>98</td>
      <td>22540000.0</td>
      <td>4508000.0</td>
      <td>0.64</td>
      <td>14426000.0</td>
      <td>1998</td>
    </tr>
    <tr>
      <th>6</th>
      <td>GA</td>
      <td>75000.0</td>
      <td>56</td>
      <td>4200000.0</td>
      <td>307000.0</td>
      <td>0.69</td>
      <td>2898000.0</td>
      <td>1998</td>
    </tr>
    <tr>
      <th>7</th>
      <td>HI</td>
      <td>8000.0</td>
      <td>118</td>
      <td>944000.0</td>
      <td>66000.0</td>
      <td>0.77</td>
      <td>727000.0</td>
      <td>1998</td>
    </tr>
    <tr>
      <th>8</th>
      <td>ID</td>
      <td>120000.0</td>
      <td>50</td>
      <td>6000000.0</td>
      <td>2220000.0</td>
      <td>0.65</td>
      <td>3900000.0</td>
      <td>1998</td>
    </tr>
    <tr>
      <th>9</th>
      <td>IL</td>
      <td>9000.0</td>
      <td>71</td>
      <td>639000.0</td>
      <td>204000.0</td>
      <td>1.19</td>
      <td>760000.0</td>
      <td>1998</td>
    </tr>
  </tbody>
 </table>
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 <h3 id="Renaming-the-columns">Renaming the columns<a class="anchor-link" href="#Renaming-the-columns">&#182;</a></h3>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">dataset</span> <span class="o">=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;state&#39;</span><span class="p">:</span><span class="s1">&#39;state_code&#39;</span><span class="p">,</span>
    <span class="s1">&#39;numcol&#39;</span><span class="p">:</span><span class="s1">&#39;n_colony&#39;</span><span class="p">,</span>
    <span class="s1">&#39;yieldpercol&#39;</span><span class="p">:</span><span class="s1">&#39;production_per_colony&#39;</span><span class="p">,</span>
    <span class="s1">&#39;totalprod&#39;</span><span class="p">:</span><span class="s1">&#39;total_production&#39;</span><span class="p">,</span>
    <span class="s1">&#39;stocks&#39;</span><span class="p">:</span><span class="s1">&#39;stock_held&#39;</span><span class="p">,</span>
    <span class="s1">&#39;priceperlb&#39;</span><span class="p">:</span><span class="s1">&#39;price_per_lb&#39;</span><span class="p">,</span>
    <span class="s1">&#39;prodvalue&#39;</span><span class="p">:</span><span class="s1">&#39;total_production_value&#39;</span>
 <span class="p">})</span>
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 <h3 id="Calculating-consumption-=-Total-production---Total-Stock">Calculating consumption = Total production - Total Stock<a class="anchor-link" href="#Calculating-consumption-=-Total-production---Total-Stock">&#182;</a></h3>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">dataset</span><span class="p">[</span><span class="s1">&#39;consumption&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">dataset</span><span class="p">[</span><span class="s1">&#39;totalprod&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="n">dataset</span><span class="p">[</span><span class="s1">&#39;stocks&#39;</span><span class="p">]</span>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">dataset</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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 <pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
 RangeIndex: 626 entries, 0 to 625
 Data columns (total 9 columns):
 state_code                626 non-null object
 n_colony                  626 non-null float64
 production_per_colony     626 non-null int64
 total_production          626 non-null float64
 stock_held                626 non-null float64
 price_per_lb              626 non-null float64
 total_production_value    626 non-null float64
 year                      626 non-null int64
 consumption               626 non-null float64
 dtypes: float64(6), int64(2), object(1)
 memory usage: 44.1+ KB
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 <h2 id="How-has-honey-production-yield-changed-from-1998-to-2012?">How has honey production yield changed from 1998 to 2012?<a class="anchor-link" href="#How-has-honey-production-yield-changed-from-1998-to-2012?">&#182;</a></h2>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">production_by_year</span> <span class="o">=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;year&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">production_by_year</span><span class="o">.</span><span class="n">index</span><span class="p">,</span><span class="n">production_by_year</span><span class="p">[</span><span class="s1">&#39;total_production&#39;</span><span class="p">],</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;r&#39;</span><span class="p">,</span><span class="n">marker</span><span class="o">=</span><span class="s1">&#39;x&#39;</span><span class="p">,</span><span class="n">markersize</span><span class="o">=</span><span class="mi">5</span><span class="p">)</span>
 <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">production_by_year</span><span class="o">.</span><span class="n">index</span><span class="p">,</span><span class="n">production_by_year</span><span class="p">[</span><span class="s1">&#39;total_production_value&#39;</span><span class="p">],</span><span class="n">c</span><span class="o">=</span><span class="s1">&#39;g&#39;</span><span class="p">,</span><span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span><span class="n">markersize</span><span class="o">=</span><span class="mi">5</span><span class="p">)</span>
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 <pre>[&lt;matplotlib.lines.Line2D at 0x2cca4d0c9e8&gt;]</pre>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">production_by_year</span><span class="p">[[</span><span class="s1">&#39;total_production&#39;</span><span class="p">,</span><span class="s1">&#39;total_production_value&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">ax</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">7</span><span class="p">))[</span><span class="mi">1</span><span class="p">])</span>
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 <pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x2cca34dac50&gt;</pre>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">production_by_year</span><span class="p">[[</span><span class="s1">&#39;price_per_lb&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">ax</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">7</span><span class="p">))[</span><span class="mi">1</span><span class="p">])</span>
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 <pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x2cca3a40358&gt;</pre>
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 <h2 id="Over-time,-which-states-produce-the-most-honey?-Which-produce-the-least?-Which-have-experienced-the-most-change-in-honey-yield?">Over time, which states produce the most honey? Which produce the least? Which have experienced the most change in honey yield?<a class="anchor-link" href="#Over-time,-which-states-produce-the-most-honey?-Which-produce-the-least?-Which-have-experienced-the-most-change-in-honey-yield?">&#182;</a></h2>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">production_by_state</span> <span class="o">=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;state_code&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s1">&#39;total_production&#39;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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 <div class=" highlight hl-ipython3"><pre><span></span><span class="n">bar_chart</span> <span class="o">=</span> <span class="n">production_by_state</span><span class="p">[[</span><span class="s1">&#39;total_production&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span><span class="s1">&#39;bar&#39;</span><span class="p">,</span><span class="n">title</span> <span class="o">=</span><span class="s2">&quot;Total Production by State&quot;</span><span class="p">,</span><span class="n">ax</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">3</span><span class="p">))[</span><span class="mi">1</span><span class="p">])</span>
 <span class="n">bar_chart</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Honey Producing State&quot;</span><span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="mi">12</span><span class="p">)</span>
 <span class="n">bar_chart</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Production in Billion (lb) &quot;</span><span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="mi">12</span><span class="p">)</span>
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