Popolazione_e_Mortalita'_infantile.html

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

.ansi-bold { font-weight: bold; }

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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="o">,</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">from</span> <span class="nn">IPython.display</span> <span class="k">import</span> <span class="n">HTML</span>
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<center> <h1 style='color: #778899; text-shadow: 1px 1px 1px #000000;'> <!-- #FFE4C4 #00BFFF --> 
Studio Popolazione e mortalità infantile </h1></center>
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<h3 style='text-shadow:2px 2px 2px #FFE4C4;'> Prendiamo il database generale dalla 'World Bank Open Data', un database che riguarda tutti i Paesi e le zone strategiche del mondo, per una serie di indicatori che vanno dal 1960 al 2016.</h3>
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<h3 style='text-shadow:2px 2px 2px #FFE4C4;'> Selezioniamo l'indicatore relativo alla Popolazione.<br> Vediamo sotto le prime cinque zone strategiche del database e la corrispondente popolazione dal 1960 al 2016.</h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">popTot</span> <span class="o">=</span> <span class="n">df2</span><span class="p">[</span><span class="n">df2</span><span class="p">[</span><span class="s1">&#39;Indicator Name&#39;</span><span class="p">]</span><span class="o">==</span><span class="s1">&#39;Population, total&#39;</span><span class="p">]</span>
<span class="n">popTot</span> <span class="o">=</span> <span class="n">popTot</span><span class="o">.</span><span class="n">reindex</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="n">popTot</span><span class="o">.</span><span class="n">columns</span><span class="p">[:</span><span class="o">-</span><span class="mi">2</span><span class="p">])</span>
<span class="n">popTot</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Indicator Name</th>
      <th>1960</th>
      <th>1961</th>
      <th>1962</th>
      <th>1963</th>
      <th>1964</th>
      <th>1965</th>
      <th>1966</th>
      <th>1967</th>
      <th>1968</th>
      <th>...</th>
      <th>2007</th>
      <th>2008</th>
      <th>2009</th>
      <th>2010</th>
      <th>2011</th>
      <th>2012</th>
      <th>2013</th>
      <th>2014</th>
      <th>2015</th>
      <th>2016</th>
    </tr>
    <tr>
      <th>Country Name</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>Arab World</th>
      <td>Population, total</td>
      <td>92490932.00</td>
      <td>95044497.00</td>
      <td>97682294.00</td>
      <td>100411076.00</td>
      <td>103239902.00</td>
      <td>106174988.00</td>
      <td>109230593.00</td>
      <td>112406932.00</td>
      <td>115680165.00</td>
      <td>...</td>
      <td>331653797.00</td>
      <td>339825483.00</td>
      <td>348145094.00</td>
      <td>356508908.00</td>
      <td>364895878.00</td>
      <td>373306993.00</td>
      <td>381702086.00</td>
      <td>390043028.00</td>
      <td>398304960.00</td>
      <td>406452690.00</td>
    </tr>
    <tr>
      <th>Caribbean small states</th>
      <td>Population, total</td>
      <td>4198307.00</td>
      <td>4277802.00</td>
      <td>4357746.00</td>
      <td>4436804.00</td>
      <td>4513246.00</td>
      <td>4585777.00</td>
      <td>4653919.00</td>
      <td>4718167.00</td>
      <td>4779624.00</td>
      <td>...</td>
      <td>6851221.00</td>
      <td>6895315.00</td>
      <td>6939534.00</td>
      <td>6984096.00</td>
      <td>7029022.00</td>
      <td>7074129.00</td>
      <td>7118888.00</td>
      <td>7162679.00</td>
      <td>7204948.00</td>
      <td>7245472.00</td>
    </tr>
    <tr>
      <th>Central Europe and the Baltics</th>
      <td>Population, total</td>
      <td>91401583.00</td>
      <td>92237118.00</td>
      <td>93014890.00</td>
      <td>93845749.00</td>
      <td>94722599.00</td>
      <td>95447065.00</td>
      <td>96148635.00</td>
      <td>97043587.00</td>
      <td>97882394.00</td>
      <td>...</td>
      <td>105504531.00</td>
      <td>105126686.00</td>
      <td>104924372.00</td>
      <td>104543801.00</td>
      <td>104174038.00</td>
      <td>103935318.00</td>
      <td>103713726.00</td>
      <td>103496179.00</td>
      <td>103257751.00</td>
      <td>102991323.00</td>
    </tr>
    <tr>
      <th>Early-demographic dividend</th>
      <td>Population, total</td>
      <td>979287407.00</td>
      <td>1002523576.00</td>
      <td>1026586722.00</td>
      <td>1051414973.00</td>
      <td>1077037307.00</td>
      <td>1103433059.00</td>
      <td>1130587356.00</td>
      <td>1158571169.00</td>
      <td>1187273756.00</td>
      <td>...</td>
      <td>2778276175.00</td>
      <td>2821797496.00</td>
      <td>2865439651.00</td>
      <td>2909410986.00</td>
      <td>2953406021.00</td>
      <td>2997066325.00</td>
      <td>3040700765.00</td>
      <td>3084236443.00</td>
      <td>3127578757.00</td>
      <td>3170657660.00</td>
    </tr>
    <tr>
      <th>East Asia &amp; Pacific</th>
      <td>Population, total</td>
      <td>1039944591.00</td>
      <td>1043546746.00</td>
      <td>1058028198.00</td>
      <td>1083802302.00</td>
      <td>1109204182.00</td>
      <td>1135650893.00</td>
      <td>1165517897.00</td>
      <td>1194424325.00</td>
      <td>1223721287.00</td>
      <td>...</td>
      <td>2162102842.00</td>
      <td>2177421109.00</td>
      <td>2192351452.00</td>
      <td>2207154891.00</td>
      <td>2221934234.00</td>
      <td>2237082761.00</td>
      <td>2252310372.00</td>
      <td>2267745316.00</td>
      <td>2283107673.00</td>
      <td>2298727229.00</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 58 columns</p>
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<p><b> Analizziamo quali sono le zone strategiche e i Paesi dove c'è stato un maggiore incremento della popolazione in valore assoluto tra il 1960 e il 2016.<br>
    <u>Gli Stati</u> in cui la popolazione è aumentata maggiormente in valore assoluto sono l'India (un incremento di 874,7 milioni negli ultimi 56 anni), seguita dalla Cina (un incremento di 711 milioni).<br>
Terza l'Indonesia con un incremento di 173 milioni di persone.<br>
Qui sotto vediamo le 50 zone geografiche/ gruppi socio-economici/ Stati, la cui popolazione è piu' aumentata tra il 1960 e il 2016.</b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s1">&#39;display.float_format&#39;</span><span class="p">,</span> <span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="s1">&#39;</span><span class="si">%.2f</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">x</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">f_1960_2016</span><span class="p">(</span><span class="n">df</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;2016&#39;</span><span class="p">]</span><span class="o">-</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;1960&#39;</span><span class="p">]</span>

<span class="k">def</span> <span class="nf">highlight</span><span class="p">(</span><span class="n">s</span><span class="p">):</span>
    <span class="k">return</span> <span class="p">[</span><span class="s1">&#39;background-color: lightgreen&#39;</span> <span class="k">if</span> <span class="n">elem</span> <span class="ow">in</span> <span class="p">[</span><span class="s1">&#39;India&#39;</span><span class="p">,</span><span class="s1">&#39;China&#39;</span><span class="p">,</span><span class="s1">&#39;Indonesia&#39;</span><span class="p">]</span> <span class="k">else</span> <span class="s1">&#39;&#39;</span> <span class="k">for</span> <span class="n">elem</span> <span class="ow">in</span> <span class="n">s</span><span class="o">.</span><span class="n">index</span><span class="p">]</span>
       
<span class="n">ordinePop</span> <span class="o">=</span> <span class="n">f_1960_2016</span><span class="p">(</span><span class="n">popTot</span><span class="p">)</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">50</span><span class="p">)</span>

<span class="n">ordinePop</span> <span class="o">=</span> <span class="n">ordinePop</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</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="mi">0</span><span class="p">:</span><span class="s1">&#39;Incremento Popolazione 1960-2016&#39;</span><span class="p">})</span>
<span class="c1">#ordinePop.style.set_properties(subset=[&#39;Incremento Popolazione 1960-2016&#39;], **{&#39;background-color&#39;: &#39;pink&#39;})</span>

<span class="n">styled</span> <span class="o">=</span> <span class="n">ordinePop</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">highlight</span><span class="p">)</span>
<span class="n">c</span> <span class="o">=</span> <span class="n">styled</span><span class="o">.</span><span class="n">format</span><span class="p">({</span><span class="s1">&#39;Incremento Popolazione 1960-2016&#39;</span><span class="p">:</span> <span class="s2">&quot;</span><span class="si">{:.2f}</span><span class="s2">&quot;</span><span class="p">})</span>
<span class="n">c</span>
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<style  type="text/css" >
    #T_5cbaea6e_704d_11e8_a010_1c872c5cba41row12_col0 {
            background-color:  lightgreen;
        }    #T_5cbaea6e_704d_11e8_a010_1c872c5cba41row17_col0 {
            background-color:  lightgreen;
        }    #T_5cbaea6e_704d_11e8_a010_1c872c5cba41row33_col0 {
            background-color:  lightgreen;
        }</style>  
<table id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41" > 
<thead>    <tr> 
        <th class="blank level0" ></th> 
        <th class="col_heading level0 col0" >Incremento Popolazione 1960-2016</th> 
    </tr>    <tr> 
        <th class="index_name level0" >Country Name</th> 
        <th class="blank" ></th> 
    </tr></thead> 
<tbody>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row0" class="row_heading level0 row0" >World</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row0_col0" class="data row0 col0" >4411866832.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row1" class="row_heading level0 row1" >Low & middle income</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row1_col0" class="data row1 col0" >3976522496.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row2" class="row_heading level0 row2" >Middle income</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row2_col0" class="data row2 col0" >3471919983.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row3" class="row_heading level0 row3" >Early-demographic dividend</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row3_col0" class="data row3 col0" >2191370253.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row4" class="row_heading level0 row4" >Lower middle income</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row4_col0" class="data row4 col0" >2061351758.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row5" class="row_heading level0 row5" >Upper middle income</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row5_col0" class="data row5 col0" >1410568225.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row6" class="row_heading level0 row6" >East Asia & Pacific</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row6_col0" class="data row6 col0" >1258782638.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row7" class="row_heading level0 row7" >South Asia</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row7_col0" class="data row7 col0" >1194558048.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row8" class="row_heading level0 row8" >South Asia (IDA & IBRD)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row8_col0" class="data row8 col0" >1194558048.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row9" class="row_heading level0 row9" >Late-demographic dividend</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row9_col0" class="data row9 col0" >1167345130.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row10" class="row_heading level0 row10" >East Asia & Pacific (excluding high income)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row10_col0" class="data row10 col0" >1159342799.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row11" class="row_heading level0 row11" >East Asia & Pacific (IDA & IBRD countries)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row11_col0" class="data row11 col0" >1145374630.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row12" class="row_heading level0 row12" >India</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row12_col0" class="data row12 col0" >874690746.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row13" class="row_heading level0 row13" >Sub-Saharan Africa</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row13_col0" class="data row13 col0" >804626738.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row14" class="row_heading level0 row14" >Sub-Saharan Africa (IDA & IBRD countries)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row14_col0" class="data row14 col0" >804626738.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row15" class="row_heading level0 row15" >Sub-Saharan Africa (excluding high income)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row15_col0" class="data row15 col0" >804573761.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row16" class="row_heading level0 row16" >Least developed countries: UN classification</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row16_col0" class="data row16 col0" >738645729.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row17" class="row_heading level0 row17" >China</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row17_col0" class="data row17 col0" >711595000.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row18" class="row_heading level0 row18" >Pre-demographic dividend</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row18_col0" class="data row18 col0" >690656262.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row19" class="row_heading level0 row19" >Heavily indebted poor countries (HIPC)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row19_col0" class="data row19 col0" >582107396.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row20" class="row_heading level0 row20" >Low income</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row20_col0" class="data row20 col0" >504602513.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row21" class="row_heading level0 row21" >OECD members</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row21_col0" class="data row21 col0" >501163511.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row22" class="row_heading level0 row22" >High income</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row22_col0" class="data row22 col0" >435344336.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row23" class="row_heading level0 row23" >Latin America & Caribbean</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row23_col0" class="data row23 col0" >417234015.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row24" class="row_heading level0 row24" >Latin America & the Caribbean (IDA & IBRD countries)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row24_col0" class="data row24 col0" >411177301.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row25" class="row_heading level0 row25" >Latin America & Caribbean (excluding high income)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row25_col0" class="data row25 col0" >403847931.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row26" class="row_heading level0 row26" >Fragile and conflict affected situations</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row26_col0" class="data row26 col0" >383870950.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row27" class="row_heading level0 row27" >Post-demographic dividend</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row27_col0" class="data row27 col0" >347946104.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row28" class="row_heading level0 row28" >Middle East & North Africa</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row28_col0" class="data row28 col0" >331231415.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row29" class="row_heading level0 row29" >Arab World</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row29_col0" class="data row29 col0" >313961758.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row30" class="row_heading level0 row30" >Middle East & North Africa (excluding high income)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row30_col0" class="data row30 col0" >275881289.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row31" class="row_heading level0 row31" >Middle East & North Africa (IDA & IBRD countries)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row31_col0" class="data row31 col0" >271329723.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row32" class="row_heading level0 row32" >Europe & Central Asia</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row32_col0" class="data row32 col0" >244600894.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row33" class="row_heading level0 row33" >Indonesia</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row33_col0" class="data row33 col0" >173322941.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row34" class="row_heading level0 row34" >North America</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row34_col0" class="data row34 col0" >160833084.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row35" class="row_heading level0 row35" >Pakistan</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row35_col0" class="data row35 col0" >148295183.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row36" class="row_heading level0 row36" >Europe & Central Asia (IDA & IBRD countries)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row36_col0" class="data row36 col0" >146651305.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row37" class="row_heading level0 row37" >United States</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row37_col0" class="data row37 col0" >142456513.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row38" class="row_heading level0 row38" >Nigeria</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row38_col0" class="data row38 col0" >140851828.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row39" class="row_heading level0 row39" >Europe & Central Asia (excluding high income)</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row39_col0" class="data row39 col0" >138318668.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row40" class="row_heading level0 row40" >Brazil</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row40_col0" class="data row40 col0" >135445311.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row41" class="row_heading level0 row41" >Bangladesh</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row41_col0" class="data row41 col0" >114751813.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row42" class="row_heading level0 row42" >European Union</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row42_col0" class="data row42 col0" >101862469.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row43" class="row_heading level0 row43" >Mexico</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row43_col0" class="data row43 col0" >89366311.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row44" class="row_heading level0 row44" >Ethiopia</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row44_col0" class="data row44 col0" >80251918.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row45" class="row_heading level0 row45" >Philippines</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row45_col0" class="data row45 col0" >77047197.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row46" class="row_heading level0 row46" >Euro area</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row46_col0" class="data row46 col0" >75365845.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row47" class="row_heading level0 row47" >Egypt, Arab Rep.</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row47_col0" class="data row47 col0" >68692148.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row48" class="row_heading level0 row48" >Congo, Dem. Rep.</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row48_col0" class="data row48 col0" >63487902.00</td> 
    </tr>    <tr> 
        <th id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41level0_row49" class="row_heading level0 row49" >Vietnam</th> 
        <td id="T_5cbaea6e_704d_11e8_a010_1c872c5cba41row49_col0" class="data row49 col0" >61898443.00</td> 
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<p><b> Per quanto riguarda la popolazione italiana, dal 1960 al 2016 è aumentata di piu' di 10 milioni. Un incremento del 20%.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Incremento popolazione italiana 1960-2016 :&#39;</span><span class="p">,</span> <span class="n">f_1960_2016</span><span class="p">(</span><span class="n">popTot</span><span class="p">)</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)[</span><span class="s1">&#39;Italy&#39;</span><span class="p">])</span>
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<pre>Incremento popolazione italiana 1960-2016 : 10427798.0
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<p><b> Qui sotto abbiamo la conferma che ci fa vedere l'andamento anno per anno della nostra nazione.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;Italy&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</span><span class="o">.</span><span class="n">T</span>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Indicator Name</th>
      <th>1960</th>
      <th>1961</th>
      <th>1962</th>
      <th>1963</th>
      <th>1964</th>
      <th>1965</th>
      <th>1966</th>
      <th>1967</th>
      <th>1968</th>
      <th>...</th>
      <th>2007</th>
      <th>2008</th>
      <th>2009</th>
      <th>2010</th>
      <th>2011</th>
      <th>2012</th>
      <th>2013</th>
      <th>2014</th>
      <th>2015</th>
      <th>2016</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>Italy</th>
      <td>Population, total</td>
      <td>50199700.00</td>
      <td>50536350.00</td>
      <td>50879450.00</td>
      <td>51252000.00</td>
      <td>51675350.00</td>
      <td>52112350.00</td>
      <td>52519000.00</td>
      <td>52900500.00</td>
      <td>53235750.00</td>
      <td>...</td>
      <td>58438310.00</td>
      <td>58826731.00</td>
      <td>59095365.00</td>
      <td>59277417.00</td>
      <td>59379449.00</td>
      <td>59539717.00</td>
      <td>60233948.00</td>
      <td>60789140.00</td>
      <td>60730582.00</td>
      <td>60627498.00</td>
    </tr>
  </tbody>
</table>
<p>1 rows × 58 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Italy: 1960-&gt;&#39;</span><span class="p">,</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;Italy&#39;</span><span class="p">][</span><span class="s1">&#39;1960&#39;</span><span class="p">],</span><span class="s1">&#39; 2016-&gt;&#39;</span><span class="p">,</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;Italy&#39;</span><span class="p">][</span><span class="s1">&#39;2016&#39;</span><span class="p">])</span>
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<pre>Italy: 1960-&gt; 50199700.0  2016-&gt; 60627498.0
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<p><b> Andiamo a vedere ora quali sono i Paesi dove la popolazione è piu' aumentata in termini relativi e non assoluti.<br>
   Studiamo quindi l'andamento dei tassi di incremento della popolazione dal 1960 al 2016.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">deltaperc</span><span class="p">(</span><span class="n">df</span><span class="p">):</span>
    <span class="k">return</span> <span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;2016&#39;</span><span class="p">]</span><span class="o">-</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;1960&#39;</span><span class="p">])</span> <span class="o">/</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;1960&#39;</span><span class="p">]</span>
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<p><p style="
    box-shadow: 0px 0px 0px 5px yellow;
    display: inline;
    line-height: 2;
    margin: -5px -5px;
    background-color: yellow;
    border-radius: 1px;"> N.B: i valori di cui sotto sono tassi. Quindi presta attenzione quando li converti in percentuali.<br>
    Gli Emirati Arabi sono ad. esempio lo Stato che piu' è aumentato in termini relativi, con un tasso pari a 99.
    Cio' significa che la popolazione è aumentata del 9900 % rispetto al 1960.</p><br>
   <b> Questa tabella ci mostra in maniera evidente come il mondo arabo sia la regione che piu' è aumentata in termini relativi.<br>
    A seguire è la zona africana centrale quella che ha visto un maggior incremento relativo della popolazione.<br>
    Uganda, Nigeria, Kenya, hanno una popolazione del 500% in piu' rispetto al 1960.<br>
    Molto piu' in basso troviamo l'Europa nel suo complesso, in cui la popolazione è aumentata del 25% rispetto al 1960.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">deltanew</span> <span class="o">=</span> <span class="n">deltaperc</span><span class="p">(</span><span class="n">popTot</span><span class="p">)</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">ascending</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</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="mi">0</span><span class="p">:</span><span class="s1">&#39;Tasso di incremento 1960-2016&#39;</span><span class="p">})</span>
<span class="n">deltanew</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">30</span><span class="p">)</span>
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      <th></th>
      <th>Tasso di incremento 1960-2016</th>
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    <tr>
      <th>Country Name</th>
      <th></th>
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    <tr>
      <th>United Arab Emirates</th>
      <td>99.07</td>
    </tr>
    <tr>
      <th>Qatar</th>
      <td>53.23</td>
    </tr>
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      <th>Kuwait</th>
      <td>14.03</td>
    </tr>
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      <th>Djibouti</th>
      <td>10.27</td>
    </tr>
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      <th>Jordan</th>
      <td>9.14</td>
    </tr>
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      <th>Bahrain</th>
      <td>7.77</td>
    </tr>
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      <th>Oman</th>
      <td>7.02</td>
    </tr>
    <tr>
      <th>Saudi Arabia</th>
      <td>6.90</td>
    </tr>
    <tr>
      <th>Cayman Islands</th>
      <td>6.73</td>
    </tr>
    <tr>
      <th>St. Martin (French part)</th>
      <td>6.47</td>
    </tr>
    <tr>
      <th>Cote d'Ivoire</th>
      <td>5.66</td>
    </tr>
    <tr>
      <th>Uganda</th>
      <td>5.11</td>
    </tr>
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      <th>Niger</th>
      <td>5.10</td>
    </tr>
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      <th>Turks and Caicos Islands</th>
      <td>5.10</td>
    </tr>
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      <th>Kenya</th>
      <td>4.98</td>
    </tr>
    <tr>
      <th>Andorra</th>
      <td>4.76</td>
    </tr>
    <tr>
      <th>Gambia, The</th>
      <td>4.54</td>
    </tr>
    <tr>
      <th>Tanzania</th>
      <td>4.52</td>
    </tr>
    <tr>
      <th>Northern Mariana Islands</th>
      <td>4.48</td>
    </tr>
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      <th>Zambia</th>
      <td>4.45</td>
    </tr>
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      <th>Yemen, Rep.</th>
      <td>4.33</td>
    </tr>
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      <th>Sudan</th>
      <td>4.25</td>
    </tr>
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      <th>Somalia</th>
      <td>4.20</td>
    </tr>
    <tr>
      <th>Brunei Darussalam</th>
      <td>4.18</td>
    </tr>
    <tr>
      <th>Congo, Dem. Rep.</th>
      <td>4.16</td>
    </tr>
    <tr>
      <th>Angola</th>
      <td>4.11</td>
    </tr>
    <tr>
      <th>Iraq</th>
      <td>4.10</td>
    </tr>
    <tr>
      <th>Solomon Islands</th>
      <td>4.09</td>
    </tr>
    <tr>
      <th>Mauritania</th>
      <td>4.01</td>
    </tr>
    <tr>
      <th>Malawi</th>
      <td>4.00</td>
    </tr>
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<p><b> I due Stati dal maggior incremento relativo:<br>
    1) Gli Emirati Arabi, da 92mila abitanti del 1960, sono passati a piu' di 9 milioni nel 2016. (un po' come Ancona che diventa New York in soli 56 anni)<br>
    2) Il Qatar, da 47 mila abitanti del 1960, a piu' di 2 milioni e mezzo nel 2016. (un po' come Vasto che diventa Parigi) <br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Emirati Arabi: 1960-&gt;&#39;</span><span class="p">,</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;United Arab Emirates&#39;</span><span class="p">][</span><span class="s1">&#39;1960&#39;</span><span class="p">],</span><span class="s1">&#39; 2016-&gt;&#39;</span><span class="p">,</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;United Arab Emirates&#39;</span><span class="p">][</span><span class="s1">&#39;2016&#39;</span><span class="p">])</span>

<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Qatar: 1960-&gt;&#39;</span><span class="p">,</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;Qatar&#39;</span><span class="p">][</span><span class="s1">&#39;1960&#39;</span><span class="p">],</span><span class="s1">&#39; 2016-&gt;&#39;</span><span class="p">,</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;Qatar&#39;</span><span class="p">][</span><span class="s1">&#39;2016&#39;</span><span class="p">])</span>
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<pre>Emirati Arabi: 1960-&gt; 92634.0  2016-&gt; 9269612.0
Qatar: 1960-&gt; 47384.0  2016-&gt; 2569804.0
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<p><b> Mettiamo ora su grafico l'andamento assoluto della popolazione relativo a:<br><br>
    1) Mondo <br>
    2) India <br>
    3) Cina <br>
    4) Indonesia <br><br>
    I primi 3 grafici sono scalati in miliardi (1e9 = 1 miliardo), mentre l'ultimo in centinaia di milioni (1e8 = 100 milioni).<br>
    Da notare che Cina e India, da sole, costituiscono circa 1/3 dell'intera popolazione mondiale.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>

<span class="n">index</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;World&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:]</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span><span class="p">,</span> <span class="n">axes</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="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">18</span><span class="p">,</span><span class="mi">18</span><span class="p">))</span>
<span class="n">Grafici</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">Grafici</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;World&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:]</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">index</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">],</span><span class="n">grid</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">style</span><span class="o">=</span><span class="s1">&#39;k+--&#39;</span><span class="p">))</span>
<span class="n">Grafici</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;China&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:]</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">index</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">0</span><span class="p">],</span><span class="n">grid</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">style</span><span class="o">=</span><span class="s1">&#39;r+--&#39;</span><span class="p">))</span>
<span class="n">Grafici</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;India&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:]</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">index</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">],</span> <span class="n">grid</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">style</span><span class="o">=</span><span class="s1">&#39;g+--&#39;</span><span class="p">))</span><span class="c1">#,logy=True))</span>
<span class="n">Grafici</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;Indonesia&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:]</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">index</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">],</span> <span class="n">grid</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">style</span><span class="o">=</span><span class="s1">&#39;b+--&#39;</span><span class="p">));</span><span class="c1">#,logy=True))</span>

<span class="n">lista</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;World&#39;</span><span class="p">,</span><span class="s1">&#39;China&#39;</span><span class="p">,</span><span class="s1">&#39;India&#39;</span><span class="p">,</span><span class="s1">&#39;Indonesia&#39;</span><span class="p">]</span>

<span class="k">for</span> <span class="n">graph</span><span class="p">,</span><span class="n">elem</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">Grafici</span><span class="p">,</span><span class="n">lista</span><span class="p">):</span>    
<span class="c1">#     if elem==&#39;World&#39;:</span>
<span class="c1">#         yticks = [2*10**9, 3*10**9, 4*10**9, 5*10**9, 6*10**9, 7*10**9, 8*10**9]</span>
<span class="c1">#         yticks = [str(e) for e in yticks]</span>
<span class="c1">#         graph.set_yticklabels(yticks, fontsize=14)</span>
    <span class="n">graph</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;</span><span class="si">{}</span><span class="s1"> &#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">elem</span><span class="p">),</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="s1">&#39;k&#39;</span><span class="p">)</span>
    <span class="n">graph</span><span class="o">.</span><span class="n">tick_params</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="s1">&#39;both&#39;</span><span class="p">,</span> <span class="n">labelsize</span> <span class="o">=</span> <span class="mi">14</span><span class="p">,</span> <span class="n">labelcolor</span> <span class="o">=</span> <span class="s1">&#39;k&#39;</span><span class="p">)</span>
    <span class="k">if</span> <span class="n">elem</span> <span class="o">==</span> <span class="s1">&#39;Indonesia&#39;</span><span class="p">:</span>
        <span class="n">graph</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Population (centinaia di mln)&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">18</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="s1">&#39;#778899&#39;</span><span class="p">)</span>
    <span class="k">else</span><span class="p">:</span>
        <span class="n">graph</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Population (mld)&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">18</span><span class="p">,</span> <span class="n">color</span> <span class="o">=</span> <span class="s1">&#39;#778899&#39;</span><span class="p">)</span>
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<p><b> Analizziamo ora invece i tassi di crescita annuali della popolazione mondiale, cinese, e indiana, dal 1960 al 2016.<br>
    Il grafico sotto mette in luce come il picco relativo di crescita ci sia stato negli anni '60-70.<br>
    In particolare in Cina, tra il 1962 e il 1963 la popolazione è aumentata di quasi il 3%.<br>
    I tassi annuali di crescita sia in Cina, sia in India, sia nel Mondo, sono stati superiori al 2% annuo fino a meta' degli anni '70.<br>
    In Cina dal 1970 i tassi annuali di crescita sono scesi in maniera evidente (pur tuttavia non essendo mai negativi: la popolazione quindi è sempre aumentata).<br>
    In India invece i tassi di crescita sono rimasti alti fino agli anni '80, quando hanno iniziato un graduale declino.<br>
N.B: Tassi in declino ma positivi non significano che la situazione sia necessariamente sostenibile.<br>
    La popolazione sta crescendo anno dopo anno in termini assoluti, e questo fa si che anche un tasso di crescita molto piccolo, se positivo, comporta un aumento annuale importante in valore assoluto, visto che viene appunto applicato su un numero assoluto molto grande, qual è quello della popolazione.<br>
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<div class="prompt input_prompt">In&nbsp;[74]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span><span class="p">,</span> <span class="n">axes</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="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">par</span> <span class="o">=</span> <span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;World&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:]</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</span><span class="o">.</span><span class="n">join</span><span class="p">([</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;China&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:]</span><span class="o">.</span><span class="n">to_frame</span><span class="p">(),</span><span class="n">popTot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;India&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:]</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()])</span>
<span class="n">par_perc</span> <span class="o">=</span> <span class="n">par</span><span class="o">.</span><span class="n">pct_change</span><span class="p">()</span>
<span class="n">axes</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Tassi di crescita annuali della popolazione&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">18</span><span class="p">)</span>
<span class="n">par_perc</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">index</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">axes</span><span class="p">,</span> <span class="n">grid</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> <span class="n">style</span><span class="o">=</span><span class="s1">&#39;o--&#39;</span><span class="p">);</span>
<span class="c1">#newticks = [str(i)+ &#39; mdl&#39; for i in range(len(list(axes.get_yticklabels)))]</span>
<span class="c1">#newticks = [str(i)+ &#39; mld&#39; for i in range(8)]</span>
<span class="c1">#axes.set_yticklabels(newticks)</span>

<span class="nb">print</span><span class="p">(</span><span class="n">par</span><span class="o">.</span><span class="n">head</span><span class="p">())</span>
<span class="nb">print</span><span class="p">()</span>
<span class="nb">print</span><span class="p">(</span><span class="n">par</span><span class="o">.</span><span class="n">tail</span><span class="p">())</span>
<span class="nb">print</span><span class="p">()</span>
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<pre>             World        China        India
1960 3032160395.00 667070000.00 449480608.00
1961 3073368588.00 660330000.00 458494963.00
1962 3126509808.00 665770000.00 467852537.00
1963 3191786431.00 682335000.00 477527970.00
1964 3257459749.00 698355000.00 487484535.00

             World         China         India
2012 7099548883.00 1350695000.00 1263065852.00
2013 7185078354.00 1357380000.00 1278562207.00
2014 7271228017.50 1364270000.00 1293859294.00
2015 7357369754.00 1371220000.00 1309053980.00
2016 7444027227.00 1378665000.00 1324171354.00

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<p><h3 style='text-shadow:2px 2px 2px #FFE4C4;'>Passiamo ora allo studio della mortalita' infantile.</h3><br>
    <b>Se possiamo ipotizzare che l'incremento relativo enorme della popolazione del mondo arabo sia conseguenza della valorizzazione delle loro risorse energetiche naturali come il petrolio, che hanno portato quei territori ad allinearsi alla ricchezza e allo stile di vita 'occidentale', trasformando alcuni citta' del mondo arabo in metropoli simili a quelle occidentali, per quanto riguarda l'incremento relativo della popolazione dell'Africa centrale, una possibile ipotesi è la diminuzione della mortalita' infantile.<br>
    I dati che abbiamo relativi a questo indicatore pero' coprono solo gli ultimi 7 anni.<br>
    Non molti, ma possiamo verificare se c'è comunque un trend netto in questi ultimi anni per quanto riguarda la mortalita' infantile in Africa.<br>
    Se questa diminuisce anno per anno, allora si spiega meglio perche' la popolazione africana cresce con un'accelerazione maggiore di quasi tutto il resto del mondo.<br>
    Prendiamo i dati sulla mortalita' infantile nel mondo dal 2009 al 2016.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">f_2009_2016</span><span class="p">(</span><span class="n">df</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;2016&#39;</span><span class="p">]</span><span class="o">-</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;2009&#39;</span><span class="p">]</span>
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<p><p style='font-weight:bold;'> La tabella sotto mostra le prime cinque regioni del database relative alla mortalita'infantile.<br>
    La statistica ci dice quanti bambini sotto i 5 anni muoiono su 1000 nascite.<br></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">mort_rate</span> <span class="o">=</span> <span class="n">df2</span><span class="p">[</span><span class="n">df2</span><span class="p">[</span><span class="s1">&#39;Indicator Name&#39;</span><span class="p">]</span><span class="o">==</span><span class="s1">&#39;Mortality rate, under-5 (per 1,000)&#39;</span><span class="p">]</span>
<span class="n">anni</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;2009&#39;</span><span class="p">,</span><span class="s1">&#39;2010&#39;</span><span class="p">,</span><span class="s1">&#39;2011&#39;</span><span class="p">,</span><span class="s1">&#39;2012&#39;</span><span class="p">,</span><span class="s1">&#39;2013&#39;</span><span class="p">,</span><span class="s1">&#39;2014&#39;</span><span class="p">,</span><span class="s1">&#39;2015&#39;</span><span class="p">,</span><span class="s1">&#39;2016&#39;</span><span class="p">]</span>
<span class="n">mort_rate</span> <span class="o">=</span> <span class="n">mort_rate</span><span class="o">.</span><span class="n">reindex</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="n">anni</span><span class="p">)</span>
<span class="n">mort_rate</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>2009</th>
      <th>2010</th>
      <th>2011</th>
      <th>2012</th>
      <th>2013</th>
      <th>2014</th>
      <th>2015</th>
      <th>2016</th>
    </tr>
    <tr>
      <th>Country Name</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
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    <tr>
      <th>Arab World</th>
      <td>45.37</td>
      <td>43.86</td>
      <td>42.59</td>
      <td>41.51</td>
      <td>40.47</td>
      <td>39.59</td>
      <td>38.74</td>
      <td>37.96</td>
    </tr>
    <tr>
      <th>Caribbean small states</th>
      <td>21.99</td>
      <td>21.44</td>
      <td>20.92</td>
      <td>20.37</td>
      <td>19.84</td>
      <td>19.27</td>
      <td>18.67</td>
      <td>18.09</td>
    </tr>
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      <th>Central Europe and the Baltics</th>
      <td>7.46</td>
      <td>7.11</td>
      <td>6.77</td>
      <td>6.46</td>
      <td>6.19</td>
      <td>5.94</td>
      <td>5.79</td>
      <td>5.61</td>
    </tr>
    <tr>
      <th>Early-demographic dividend</th>
      <td>54.10</td>
      <td>52.08</td>
      <td>49.26</td>
      <td>47.07</td>
      <td>45.01</td>
      <td>43.08</td>
      <td>41.29</td>
      <td>39.67</td>
    </tr>
    <tr>
      <th>East Asia &amp; Pacific</th>
      <td>23.24</td>
      <td>21.99</td>
      <td>20.88</td>
      <td>19.80</td>
      <td>18.82</td>
      <td>17.89</td>
      <td>17.11</td>
      <td>16.35</td>
    </tr>
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<p><b> L'unico Paese nel Mondo che ha avuto un netto peggioramento rispetto al 2009 è la Repubblica Dominicana.<br>
    Su 1000 nascite, nel 2016 muoiono quasi 14 bambini in piu' rispetto al 2009.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">peggioramenti</span> <span class="o">=</span> <span class="n">f_2009_2016</span><span class="p">(</span><span class="n">mort_rate</span><span class="p">)</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">ascending</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span>
<span class="n">peggioramenti</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<pre>Country Name
Dominica               13.70
Grenada                 1.40
Macedonia, FYR          1.30
Syrian Arab Republic    1.10
Malaysia                0.40
dtype: float64</pre>
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<p><b> Se filtriamo invece gli Stati dove piu' si è abbassata la mortalita' infantile...i conti sembrano tornare.<br>
    I Paesi africano sono quelli dove piu' si è abbassata la mortalita' infantile negli ultimi 7 anni.<br>
    In Sierra Leone nel 2016, su 1000 nascite, muoiono 56 bambini in meno rispetto al 2009.<br>
    La mortalita' infantile quindi in Africa si sta abbassando molto, e cio' conferma la nostra ipotesi iniziale.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">miglioramenti</span> <span class="o">=</span> <span class="n">f_2009_2016</span><span class="p">(</span><span class="n">mort_rate</span><span class="p">)</span><span class="o">.</span><span class="n">sort_values</span><span class="p">()</span>
<span class="n">miglioramenti</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
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<pre>Country Name
Sierra Leone   -56.10
Angola         -45.80
Malawi         -40.60
Niger          -40.30
Burkina Faso   -39.00
Zimbabwe       -38.50
Cameroon       -34.80
Swaziland      -34.50
Mozambique     -34.40
Uganda         -33.40
dtype: float64</pre>
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<p><b> Andamento mortalita' infantile 2009-2016 in Sierra Leone:</b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">mort_rate</span> <span class="o">=</span> <span class="n">mort_rate</span><span class="o">.</span><span class="n">reindex</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="n">anni</span><span class="p">)</span>

<span class="n">mort_rate</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="s1">&#39;Sierra Leone&#39;</span><span class="p">]</span>
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<pre>2009   169.60
2010   159.70
2011   149.80
2012   140.40
2013   132.00
2014   124.90
2015   118.80
2016   113.50
Name: Sierra Leone, dtype: float64</pre>
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<p><b> Cio' non significa ovviamente che la situazione sia rosea in Africa. E' ancora la regione che presenta di gran lunga i piu' alti tassi di mortalita' infantile, nonostante gli evidenti miglioramenti degli ultimi 7 anni.<br>
    Sotto possiamo osservare gli Stati che hanno la mortalita' infantile piu' elevata nel mondo.<br>
    L'Africa ha ancora tassi molto alti.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">high_mort_rate</span> <span class="o">=</span> <span class="n">mort_rate</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="s1">&#39;2016&#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">high_mort_rate</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">20</span><span class="p">)</span>
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    <tr style="text-align: right;">
      <th></th>
      <th>2009</th>
      <th>2010</th>
      <th>2011</th>
      <th>2012</th>
      <th>2013</th>
      <th>2014</th>
      <th>2015</th>
      <th>2016</th>
    </tr>
    <tr>
      <th>Country Name</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>Somalia</th>
      <td>163.70</td>
      <td>159.20</td>
      <td>154.40</td>
      <td>149.80</td>
      <td>145.20</td>
      <td>140.70</td>
      <td>136.70</td>
      <td>132.50</td>
    </tr>
    <tr>
      <th>Chad</th>
      <td>153.70</td>
      <td>149.70</td>
      <td>145.70</td>
      <td>141.80</td>
      <td>138.10</td>
      <td>134.50</td>
      <td>130.90</td>
      <td>127.30</td>
    </tr>
    <tr>
      <th>Central African Republic</th>
      <td>152.70</td>
      <td>148.90</td>
      <td>145.20</td>
      <td>141.30</td>
      <td>137.70</td>
      <td>133.60</td>
      <td>128.80</td>
      <td>123.60</td>
    </tr>
    <tr>
      <th>Sierra Leone</th>
      <td>169.60</td>
      <td>159.70</td>
      <td>149.80</td>
      <td>140.40</td>
      <td>132.00</td>
      <td>124.90</td>
      <td>118.80</td>
      <td>113.50</td>
    </tr>
    <tr>
      <th>Mali</th>
      <td>141.70</td>
      <td>136.50</td>
      <td>131.30</td>
      <td>126.60</td>
      <td>122.10</td>
      <td>118.30</td>
      <td>114.20</td>
      <td>110.60</td>
    </tr>
    <tr>
      <th>Nigeria</th>
      <td>134.80</td>
      <td>129.60</td>
      <td>124.60</td>
      <td>120.00</td>
      <td>115.60</td>
      <td>111.60</td>
      <td>108.00</td>
      <td>104.30</td>
    </tr>
    <tr>
      <th>Benin</th>
      <td>113.20</td>
      <td>111.10</td>
      <td>109.20</td>
      <td>107.20</td>
      <td>105.10</td>
      <td>102.80</td>
      <td>100.30</td>
      <td>97.60</td>
    </tr>
    <tr>
      <th>Congo, Dem. Rep.</th>
      <td>119.60</td>
      <td>115.60</td>
      <td>111.70</td>
      <td>108.10</td>
      <td>104.40</td>
      <td>101.00</td>
      <td>97.60</td>
      <td>94.30</td>
    </tr>
    <tr>
      <th>Lesotho</th>
      <td>103.40</td>
      <td>99.70</td>
      <td>98.00</td>
      <td>97.60</td>
      <td>98.50</td>
      <td>98.30</td>
      <td>97.90</td>
      <td>93.50</td>
    </tr>
    <tr>
      <th>Cote d'Ivoire</th>
      <td>112.80</td>
      <td>110.50</td>
      <td>107.70</td>
      <td>104.90</td>
      <td>101.70</td>
      <td>98.30</td>
      <td>95.10</td>
      <td>91.80</td>
    </tr>
    <tr>
      <th>Niger</th>
      <td>131.60</td>
      <td>123.30</td>
      <td>115.80</td>
      <td>109.20</td>
      <td>104.00</td>
      <td>99.20</td>
      <td>95.00</td>
      <td>91.30</td>
    </tr>
    <tr>
      <th>Equatorial Guinea</th>
      <td>114.40</td>
      <td>110.60</td>
      <td>107.00</td>
      <td>103.70</td>
      <td>100.40</td>
      <td>97.10</td>
      <td>94.00</td>
      <td>90.90</td>
    </tr>
    <tr>
      <th>South Sudan</th>
      <td>117.00</td>
      <td>112.50</td>
      <td>108.30</td>
      <td>104.30</td>
      <td>100.60</td>
      <td>96.90</td>
      <td>93.80</td>
      <td>90.70</td>
    </tr>
    <tr>
      <th>Guinea</th>
      <td>113.40</td>
      <td>109.40</td>
      <td>105.60</td>
      <td>102.00</td>
      <td>98.60</td>
      <td>95.20</td>
      <td>92.00</td>
      <td>89.00</td>
    </tr>
    <tr>
      <th>Guinea-Bissau</th>
      <td>119.90</td>
      <td>114.00</td>
      <td>108.50</td>
      <td>103.50</td>
      <td>99.00</td>
      <td>94.90</td>
      <td>91.30</td>
      <td>88.10</td>
    </tr>
    <tr>
      <th>Burkina Faso</th>
      <td>123.60</td>
      <td>116.40</td>
      <td>109.60</td>
      <td>103.30</td>
      <td>97.70</td>
      <td>92.80</td>
      <td>88.50</td>
      <td>84.60</td>
    </tr>
    <tr>
      <th>Angola</th>
      <td>128.30</td>
      <td>119.40</td>
      <td>111.00</td>
      <td>103.50</td>
      <td>96.80</td>
      <td>91.20</td>
      <td>86.50</td>
      <td>82.50</td>
    </tr>
    <tr>
      <th>Mauritania</th>
      <td>100.20</td>
      <td>97.40</td>
      <td>94.60</td>
      <td>91.90</td>
      <td>89.40</td>
      <td>86.70</td>
      <td>83.90</td>
      <td>81.40</td>
    </tr>
    <tr>
      <th>Pre-demographic dividend</th>
      <td>107.84</td>
      <td>103.33</td>
      <td>98.94</td>
      <td>94.84</td>
      <td>90.99</td>
      <td>87.41</td>
      <td>84.09</td>
      <td>81.00</td>
    </tr>
    <tr>
      <th>Cameroon</th>
      <td>114.50</td>
      <td>108.30</td>
      <td>102.50</td>
      <td>97.00</td>
      <td>91.90</td>
      <td>87.50</td>
      <td>83.30</td>
      <td>79.70</td>
    </tr>
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<p><b> Nonostante la situazione ancora drammatica, nel 2009 la situazione era peggiore in ognuno di questi Stati.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">high_mort_rate_09_16</span> <span class="o">=</span> <span class="n">high_mort_rate</span><span class="p">[[</span><span class="s1">&#39;2009&#39;</span><span class="p">,</span><span class="s1">&#39;2016&#39;</span><span class="p">]]</span>
<span class="n">high_mort_rate_09_16</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">15</span><span class="p">)</span>
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      <th></th>
      <th>2009</th>
      <th>2016</th>
    </tr>
    <tr>
      <th>Country Name</th>
      <th></th>
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      <th>Somalia</th>
      <td>163.70</td>
      <td>132.50</td>
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      <th>Chad</th>
      <td>153.70</td>
      <td>127.30</td>
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      <th>Central African Republic</th>
      <td>152.70</td>
      <td>123.60</td>
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      <th>Sierra Leone</th>
      <td>169.60</td>
      <td>113.50</td>
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      <th>Mali</th>
      <td>141.70</td>
      <td>110.60</td>
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      <th>Nigeria</th>
      <td>134.80</td>
      <td>104.30</td>
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      <th>Benin</th>
      <td>113.20</td>
      <td>97.60</td>
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      <th>Congo, Dem. Rep.</th>
      <td>119.60</td>
      <td>94.30</td>
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      <th>Lesotho</th>
      <td>103.40</td>
      <td>93.50</td>
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      <th>Cote d'Ivoire</th>
      <td>112.80</td>
      <td>91.80</td>
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      <th>Niger</th>
      <td>131.60</td>
      <td>91.30</td>
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      <th>Equatorial Guinea</th>
      <td>114.40</td>
      <td>90.90</td>
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      <th>South Sudan</th>
      <td>117.00</td>
      <td>90.70</td>
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      <th>Guinea</th>
      <td>113.40</td>
      <td>89.00</td>
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      <th>Guinea-Bissau</th>
      <td>119.90</td>
      <td>88.10</td>
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<p><b> Nell'ultimo grafico sotto sono presenti tutti gli Stati con la maggior mortalita' infantile.<br>
    Da sx verso dx gli Stati con la piu' alta mortalita' infantile nel 2016.<br>
    Si apprezza visivamente subito come nel 2009 la situazione fosse ancora piu' catastrofica.<br></b></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ax</span> <span class="o">=</span> <span class="n">high_mort_rate_09_16</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:</span><span class="mi">11</span><span class="p">,:]</span><span class="o">.</span><span class="n">plot</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">16</span><span class="p">,</span><span class="mi">10</span><span class="p">),</span> <span class="n">grid</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.7</span><span class="p">);</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Under 5 deceduti su 1000 nati&#39;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">16</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">tick_params</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="s1">&#39;both&#39;</span><span class="p">,</span> <span class="n">labelsize</span><span class="o">=</span><span class="mi">14</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s1">&#39;Country&#39;</span><span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="mi">16</span><span class="p">);</span>
<span class="n">ax</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">prop</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;size&#39;</span><span class="p">:</span> <span class="mi">16</span><span class="p">});</span>
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