world2.html

<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />

<title>COVID_19 EDA</title>

<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>


<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
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/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
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  -webkit-text-size-adjust: 100%;
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body {
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article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
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audio,
canvas,
progress,
video {
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audio:not([controls]) {
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[hidden],
template {
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}
a {
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}
a:active,
a:hover {
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}
abbr[title] {
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b,
strong {
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dfn {
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h1 {
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  margin: 0.67em 0;
}
mark {
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  color: #000;
}
small {
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sub,
sup {
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  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
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}
figure {
  margin: 1em 40px;
}
hr {
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pre {
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code,
kbd,
pre,
samp {
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}
button,
input,
optgroup,
select,
textarea {
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}
button {
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button,
select {
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}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
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}
button[disabled],
html input[disabled] {
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button::-moz-focus-inner,
input::-moz-focus-inner {
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input {
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input[type="checkbox"],
input[type="radio"] {
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input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
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input[type="search"] {
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}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
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}
fieldset {
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  margin: 0 2px;
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legend {
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textarea {
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optgroup {
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}
table {
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}
td,
th {
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}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
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  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

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

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

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

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

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

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

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
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            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Import-all-required-Modules">Import all required Modules<a class="anchor-link" href="#Import-all-required-Modules">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sn</span>
<span class="kn">from</span> <span class="nn">matplotlib</span> <span class="kn">import</span> <span class="n">pyplot</span> <span class="k">as</span> <span class="n">plt</span>
<span class="kn">import</span> <span class="nn">plotly.graph_objects</span> <span class="k">as</span> <span class="nn">go</span>
<span class="kn">from</span> <span class="nn">fbprophet</span> <span class="kn">import</span> <span class="n">Prophet</span>
<span class="kn">import</span> <span class="nn">plotly.express</span> <span class="k">as</span> <span class="nn">px</span>
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<h1 id="Data-Imports-and-Renaming-Columns">Data Imports and Renaming Columns<a class="anchor-link" href="#Data-Imports-and-Renaming-Columns">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;covid_19_data.csv&#39;</span><span class="p">,</span> <span class="n">parse_dates</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Last Update&#39;</span><span class="p">])</span>
<span class="n">df</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;ObservationDate&#39;</span><span class="p">:</span><span class="s1">&#39;Date&#39;</span><span class="p">,</span> <span class="s1">&#39;Country/Region&#39;</span><span class="p">:</span><span class="s1">&#39;Country&#39;</span><span class="p">},</span> <span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="n">df_confirmed</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;time_series_covid_19_confirmed.csv&#39;</span><span class="p">)</span>
<span class="n">df_confirmed</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;Country/Region&#39;</span><span class="p">:</span><span class="s1">&#39;Country&#39;</span><span class="p">},</span> <span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="n">df_deaths</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;time_series_covid_19_deaths.csv&#39;</span><span class="p">)</span>
<span class="n">df_deaths</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;Country/Region&#39;</span><span class="p">:</span><span class="s1">&#39;Country&#39;</span><span class="p">},</span> <span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>

<span class="n">df_recovered</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;time_series_covid_19_recovered.csv&#39;</span><span class="p">)</span>
<span class="n">df_recovered</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;Country/Region&#39;</span><span class="p">:</span><span class="s1">&#39;Country&#39;</span><span class="p">},</span> <span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
</pre></div>

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<h3 id="Exploring-Data">Exploring Data<a class="anchor-link" href="#Exploring-Data">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">&quot;COVID-19 DATA</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="n">df</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
</pre></div>

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<pre>COVID-19 DATA

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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>SNo</th>
      <th>Date</th>
      <th>Province/State</th>
      <th>Country</th>
      <th>Last Update</th>
      <th>Confirmed</th>
      <th>Deaths</th>
      <th>Recovered</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>1</td>
      <td>01/22/2020</td>
      <td>Anhui</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>2</td>
      <td>01/22/2020</td>
      <td>Beijing</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>14.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>3</td>
      <td>01/22/2020</td>
      <td>Chongqing</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>6.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>4</td>
      <td>01/22/2020</td>
      <td>Fujian</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>5</td>
      <td>01/22/2020</td>
      <td>Gansu</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">&quot;COVID-19 Confirmed DATA</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="n">df_confirmed</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<pre>COVID-19 Confirmed DATA

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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Province/State</th>
      <th>Country</th>
      <th>Lat</th>
      <th>Long</th>
      <th>1/22/20</th>
      <th>1/23/20</th>
      <th>1/24/20</th>
      <th>1/25/20</th>
      <th>1/26/20</th>
      <th>1/27/20</th>
      <th>1/28/20</th>
      <th>1/29/20</th>
      <th>1/30/20</th>
      <th>1/31/20</th>
      <th>2/1/20</th>
      <th>2/2/20</th>
      <th>2/3/20</th>
      <th>2/4/20</th>
      <th>2/5/20</th>
      <th>2/6/20</th>
      <th>2/7/20</th>
      <th>2/8/20</th>
      <th>2/9/20</th>
      <th>2/10/20</th>
      <th>2/11/20</th>
      <th>2/12/20</th>
      <th>2/13/20</th>
      <th>2/14/20</th>
      <th>2/15/20</th>
      <th>2/16/20</th>
      <th>2/17/20</th>
      <th>2/18/20</th>
      <th>2/19/20</th>
      <th>2/20/20</th>
      <th>2/21/20</th>
      <th>2/22/20</th>
      <th>2/23/20</th>
      <th>2/24/20</th>
      <th>2/25/20</th>
      <th>2/26/20</th>
      <th>2/27/20</th>
      <th>2/28/20</th>
      <th>2/29/20</th>
      <th>3/1/20</th>
      <th>3/2/20</th>
      <th>3/3/20</th>
      <th>3/4/20</th>
      <th>3/5/20</th>
      <th>3/6/20</th>
      <th>3/7/20</th>
      <th>3/8/20</th>
      <th>3/9/20</th>
      <th>3/10/20</th>
      <th>3/11/20</th>
      <th>3/12/20</th>
      <th>3/13/20</th>
      <th>3/14/20</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>NaN</td>
      <td>Thailand</td>
      <td>15.0000</td>
      <td>101.0000</td>
      <td>2</td>
      <td>3</td>
      <td>5</td>
      <td>7</td>
      <td>8</td>
      <td>8</td>
      <td>14</td>
      <td>14</td>
      <td>14</td>
      <td>19</td>
      <td>19</td>
      <td>19</td>
      <td>19</td>
      <td>25</td>
      <td>25</td>
      <td>25</td>
      <td>25</td>
      <td>32</td>
      <td>32</td>
      <td>32</td>
      <td>33</td>
      <td>33</td>
      <td>33</td>
      <td>33</td>
      <td>33</td>
      <td>34</td>
      <td>35</td>
      <td>35</td>
      <td>35</td>
      <td>35</td>
      <td>35</td>
      <td>35</td>
      <td>35</td>
      <td>35</td>
      <td>37</td>
      <td>40</td>
      <td>40</td>
      <td>41</td>
      <td>42</td>
      <td>42</td>
      <td>43</td>
      <td>43</td>
      <td>43</td>
      <td>47</td>
      <td>48</td>
      <td>50</td>
      <td>50</td>
      <td>50</td>
      <td>53</td>
      <td>59</td>
      <td>70</td>
      <td>75</td>
      <td>82</td>
    </tr>
    <tr>
      <th>1</th>
      <td>NaN</td>
      <td>Japan</td>
      <td>36.0000</td>
      <td>138.0000</td>
      <td>2</td>
      <td>1</td>
      <td>2</td>
      <td>2</td>
      <td>4</td>
      <td>4</td>
      <td>7</td>
      <td>7</td>
      <td>11</td>
      <td>15</td>
      <td>20</td>
      <td>20</td>
      <td>20</td>
      <td>22</td>
      <td>22</td>
      <td>45</td>
      <td>25</td>
      <td>25</td>
      <td>26</td>
      <td>26</td>
      <td>26</td>
      <td>28</td>
      <td>28</td>
      <td>29</td>
      <td>43</td>
      <td>59</td>
      <td>66</td>
      <td>74</td>
      <td>84</td>
      <td>94</td>
      <td>105</td>
      <td>122</td>
      <td>147</td>
      <td>159</td>
      <td>170</td>
      <td>189</td>
      <td>214</td>
      <td>228</td>
      <td>241</td>
      <td>256</td>
      <td>274</td>
      <td>293</td>
      <td>331</td>
      <td>360</td>
      <td>420</td>
      <td>461</td>
      <td>502</td>
      <td>511</td>
      <td>581</td>
      <td>639</td>
      <td>639</td>
      <td>701</td>
      <td>773</td>
    </tr>
    <tr>
      <th>2</th>
      <td>NaN</td>
      <td>Singapore</td>
      <td>1.2833</td>
      <td>103.8333</td>
      <td>0</td>
      <td>1</td>
      <td>3</td>
      <td>3</td>
      <td>4</td>
      <td>5</td>
      <td>7</td>
      <td>7</td>
      <td>10</td>
      <td>13</td>
      <td>16</td>
      <td>18</td>
      <td>18</td>
      <td>24</td>
      <td>28</td>
      <td>28</td>
      <td>30</td>
      <td>33</td>
      <td>40</td>
      <td>45</td>
      <td>47</td>
      <td>50</td>
      <td>58</td>
      <td>67</td>
      <td>72</td>
      <td>75</td>
      <td>77</td>
      <td>81</td>
      <td>84</td>
      <td>84</td>
      <td>85</td>
      <td>85</td>
      <td>89</td>
      <td>89</td>
      <td>91</td>
      <td>93</td>
      <td>93</td>
      <td>93</td>
      <td>102</td>
      <td>106</td>
      <td>108</td>
      <td>110</td>
      <td>110</td>
      <td>117</td>
      <td>130</td>
      <td>138</td>
      <td>150</td>
      <td>150</td>
      <td>160</td>
      <td>178</td>
      <td>178</td>
      <td>200</td>
      <td>212</td>
    </tr>
    <tr>
      <th>3</th>
      <td>NaN</td>
      <td>Nepal</td>
      <td>28.1667</td>
      <td>84.2500</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>4</th>
      <td>NaN</td>
      <td>Malaysia</td>
      <td>2.5000</td>
      <td>112.5000</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>3</td>
      <td>4</td>
      <td>4</td>
      <td>4</td>
      <td>7</td>
      <td>8</td>
      <td>8</td>
      <td>8</td>
      <td>8</td>
      <td>8</td>
      <td>10</td>
      <td>12</td>
      <td>12</td>
      <td>12</td>
      <td>16</td>
      <td>16</td>
      <td>18</td>
      <td>18</td>
      <td>18</td>
      <td>19</td>
      <td>19</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>23</td>
      <td>23</td>
      <td>25</td>
      <td>29</td>
      <td>29</td>
      <td>36</td>
      <td>50</td>
      <td>50</td>
      <td>83</td>
      <td>93</td>
      <td>99</td>
      <td>117</td>
      <td>129</td>
      <td>149</td>
      <td>149</td>
      <td>197</td>
      <td>238</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">&quot;COVID-19 Deaths DATA</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="n">df_deaths</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
</pre></div>

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<pre>COVID-19 Deaths DATA

</pre>
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Province/State</th>
      <th>Country</th>
      <th>Lat</th>
      <th>Long</th>
      <th>1/22/20</th>
      <th>1/23/20</th>
      <th>1/24/20</th>
      <th>1/25/20</th>
      <th>1/26/20</th>
      <th>1/27/20</th>
      <th>1/28/20</th>
      <th>1/29/20</th>
      <th>1/30/20</th>
      <th>1/31/20</th>
      <th>2/1/20</th>
      <th>2/2/20</th>
      <th>2/3/20</th>
      <th>2/4/20</th>
      <th>2/5/20</th>
      <th>2/6/20</th>
      <th>2/7/20</th>
      <th>2/8/20</th>
      <th>2/9/20</th>
      <th>2/10/20</th>
      <th>2/11/20</th>
      <th>2/12/20</th>
      <th>2/13/20</th>
      <th>2/14/20</th>
      <th>2/15/20</th>
      <th>2/16/20</th>
      <th>2/17/20</th>
      <th>2/18/20</th>
      <th>2/19/20</th>
      <th>2/20/20</th>
      <th>2/21/20</th>
      <th>2/22/20</th>
      <th>2/23/20</th>
      <th>2/24/20</th>
      <th>2/25/20</th>
      <th>2/26/20</th>
      <th>2/27/20</th>
      <th>2/28/20</th>
      <th>2/29/20</th>
      <th>3/1/20</th>
      <th>3/2/20</th>
      <th>3/3/20</th>
      <th>3/4/20</th>
      <th>3/5/20</th>
      <th>3/6/20</th>
      <th>3/7/20</th>
      <th>3/8/20</th>
      <th>3/9/20</th>
      <th>3/10/20</th>
      <th>3/11/20</th>
      <th>3/12/20</th>
      <th>3/13/20</th>
      <th>3/14/20</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>NaN</td>
      <td>Thailand</td>
      <td>15.0000</td>
      <td>101.0000</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>1</th>
      <td>NaN</td>
      <td>Japan</td>
      <td>36.0000</td>
      <td>138.0000</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>2</td>
      <td>4</td>
      <td>4</td>
      <td>5</td>
      <td>6</td>
      <td>6</td>
      <td>6</td>
      <td>6</td>
      <td>6</td>
      <td>6</td>
      <td>6</td>
      <td>6</td>
      <td>10</td>
      <td>10</td>
      <td>15</td>
      <td>16</td>
      <td>19</td>
      <td>22</td>
    </tr>
    <tr>
      <th>2</th>
      <td>NaN</td>
      <td>Singapore</td>
      <td>1.2833</td>
      <td>103.8333</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>NaN</td>
      <td>Nepal</td>
      <td>28.1667</td>
      <td>84.2500</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>NaN</td>
      <td>Malaysia</td>
      <td>2.5000</td>
      <td>112.5000</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

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<div class="prompt input_prompt">In&nbsp;[21]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">&quot;COVID-19 Recovered DATA</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="n">df_recovered</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
</pre></div>

    </div>
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<div class="output_subarea output_stream output_stdout output_text">
<pre>COVID-19 Recovered DATA

</pre>
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    <div class="prompt output_prompt">Out[21]:</div>


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<style scoped>
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    .dataframe tbody tr th {
        vertical-align: top;
    }

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        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Province/State</th>
      <th>Country</th>
      <th>Lat</th>
      <th>Long</th>
      <th>1/22/20</th>
      <th>1/23/20</th>
      <th>1/24/20</th>
      <th>1/25/20</th>
      <th>1/26/20</th>
      <th>1/27/20</th>
      <th>1/28/20</th>
      <th>1/29/20</th>
      <th>1/30/20</th>
      <th>1/31/20</th>
      <th>2/1/20</th>
      <th>2/2/20</th>
      <th>2/3/20</th>
      <th>2/4/20</th>
      <th>2/5/20</th>
      <th>2/6/20</th>
      <th>2/7/20</th>
      <th>2/8/20</th>
      <th>2/9/20</th>
      <th>2/10/20</th>
      <th>2/11/20</th>
      <th>2/12/20</th>
      <th>2/13/20</th>
      <th>2/14/20</th>
      <th>2/15/20</th>
      <th>2/16/20</th>
      <th>2/17/20</th>
      <th>2/18/20</th>
      <th>2/19/20</th>
      <th>2/20/20</th>
      <th>2/21/20</th>
      <th>2/22/20</th>
      <th>2/23/20</th>
      <th>2/24/20</th>
      <th>2/25/20</th>
      <th>2/26/20</th>
      <th>2/27/20</th>
      <th>2/28/20</th>
      <th>2/29/20</th>
      <th>3/1/20</th>
      <th>3/2/20</th>
      <th>3/3/20</th>
      <th>3/4/20</th>
      <th>3/5/20</th>
      <th>3/6/20</th>
      <th>3/7/20</th>
      <th>3/8/20</th>
      <th>3/9/20</th>
      <th>3/10/20</th>
      <th>3/11/20</th>
      <th>3/12/20</th>
      <th>3/13/20</th>
      <th>3/14/20</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>NaN</td>
      <td>Thailand</td>
      <td>15.0000</td>
      <td>101.0000</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>2</td>
      <td>5</td>
      <td>5</td>
      <td>5</td>
      <td>5</td>
      <td>5</td>
      <td>5</td>
      <td>5</td>
      <td>5</td>
      <td>5</td>
      <td>5</td>
      <td>5</td>
      <td>10</td>
      <td>10</td>
      <td>10</td>
      <td>10</td>
      <td>10</td>
      <td>12</td>
      <td>12</td>
      <td>12</td>
      <td>14</td>
      <td>15</td>
      <td>15</td>
      <td>15</td>
      <td>15</td>
      <td>17</td>
      <td>17</td>
      <td>21</td>
      <td>21</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>28</td>
      <td>28</td>
      <td>28</td>
      <td>31</td>
      <td>31</td>
      <td>31</td>
      <td>31</td>
      <td>31</td>
      <td>31</td>
      <td>31</td>
      <td>31</td>
      <td>33</td>
      <td>34</td>
      <td>34</td>
      <td>35</td>
      <td>35</td>
    </tr>
    <tr>
      <th>1</th>
      <td>NaN</td>
      <td>Japan</td>
      <td>36.0000</td>
      <td>138.0000</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>4</td>
      <td>9</td>
      <td>9</td>
      <td>9</td>
      <td>9</td>
      <td>12</td>
      <td>12</td>
      <td>12</td>
      <td>13</td>
      <td>18</td>
      <td>18</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>32</td>
      <td>32</td>
      <td>32</td>
      <td>43</td>
      <td>43</td>
      <td>43</td>
      <td>46</td>
      <td>76</td>
      <td>76</td>
      <td>76</td>
      <td>101</td>
      <td>118</td>
      <td>118</td>
      <td>118</td>
      <td>118</td>
    </tr>
    <tr>
      <th>2</th>
      <td>NaN</td>
      <td>Singapore</td>
      <td>1.2833</td>
      <td>103.8333</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>9</td>
      <td>15</td>
      <td>15</td>
      <td>17</td>
      <td>18</td>
      <td>18</td>
      <td>24</td>
      <td>29</td>
      <td>34</td>
      <td>34</td>
      <td>37</td>
      <td>37</td>
      <td>51</td>
      <td>51</td>
      <td>53</td>
      <td>62</td>
      <td>62</td>
      <td>62</td>
      <td>72</td>
      <td>72</td>
      <td>78</td>
      <td>78</td>
      <td>78</td>
      <td>78</td>
      <td>78</td>
      <td>78</td>
      <td>78</td>
      <td>78</td>
      <td>78</td>
      <td>96</td>
      <td>96</td>
      <td>97</td>
      <td>105</td>
    </tr>
    <tr>
      <th>3</th>
      <td>NaN</td>
      <td>Nepal</td>
      <td>28.1667</td>
      <td>84.2500</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>4</th>
      <td>NaN</td>
      <td>Malaysia</td>
      <td>2.5000</td>
      <td>112.5000</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>7</td>
      <td>7</td>
      <td>7</td>
      <td>13</td>
      <td>15</td>
      <td>15</td>
      <td>15</td>
      <td>15</td>
      <td>15</td>
      <td>18</td>
      <td>18</td>
      <td>18</td>
      <td>18</td>
      <td>18</td>
      <td>18</td>
      <td>18</td>
      <td>18</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>22</td>
      <td>23</td>
      <td>24</td>
      <td>24</td>
      <td>24</td>
      <td>26</td>
      <td>26</td>
      <td>26</td>
      <td>35</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

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<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In&nbsp;[22]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
</pre></div>

    </div>
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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;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>SNo</th>
      <th>Confirmed</th>
      <th>Deaths</th>
      <th>Recovered</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>count</th>
      <td>5632.000000</td>
      <td>5632.000000</td>
      <td>5632.000000</td>
      <td>5632.000000</td>
    </tr>
    <tr>
      <th>mean</th>
      <td>2816.500000</td>
      <td>582.415305</td>
      <td>18.335760</td>
      <td>213.634766</td>
    </tr>
    <tr>
      <th>std</th>
      <td>1625.962689</td>
      <td>4935.578984</td>
      <td>195.698066</td>
      <td>2363.112194</td>
    </tr>
    <tr>
      <th>min</th>
      <td>1.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>25%</th>
      <td>1408.750000</td>
      <td>2.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>50%</th>
      <td>2816.500000</td>
      <td>10.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>75%</th>
      <td>4224.250000</td>
      <td>94.000000</td>
      <td>1.000000</td>
      <td>12.000000</td>
    </tr>
    <tr>
      <th>max</th>
      <td>5632.000000</td>
      <td>67790.000000</td>
      <td>3075.000000</td>
      <td>52960.000000</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[23]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_confirmed</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt output_prompt">Out[23]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<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;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Lat</th>
      <th>Long</th>
      <th>1/22/20</th>
      <th>1/23/20</th>
      <th>1/24/20</th>
      <th>1/25/20</th>
      <th>1/26/20</th>
      <th>1/27/20</th>
      <th>1/28/20</th>
      <th>1/29/20</th>
      <th>1/30/20</th>
      <th>1/31/20</th>
      <th>2/1/20</th>
      <th>2/2/20</th>
      <th>2/3/20</th>
      <th>2/4/20</th>
      <th>2/5/20</th>
      <th>2/6/20</th>
      <th>2/7/20</th>
      <th>2/8/20</th>
      <th>2/9/20</th>
      <th>2/10/20</th>
      <th>2/11/20</th>
      <th>2/12/20</th>
      <th>2/13/20</th>
      <th>2/14/20</th>
      <th>2/15/20</th>
      <th>2/16/20</th>
      <th>2/17/20</th>
      <th>2/18/20</th>
      <th>2/19/20</th>
      <th>2/20/20</th>
      <th>2/21/20</th>
      <th>2/22/20</th>
      <th>2/23/20</th>
      <th>2/24/20</th>
      <th>2/25/20</th>
      <th>2/26/20</th>
      <th>2/27/20</th>
      <th>2/28/20</th>
      <th>2/29/20</th>
      <th>3/1/20</th>
      <th>3/2/20</th>
      <th>3/3/20</th>
      <th>3/4/20</th>
      <th>3/5/20</th>
      <th>3/6/20</th>
      <th>3/7/20</th>
      <th>3/8/20</th>
      <th>3/9/20</th>
      <th>3/10/20</th>
      <th>3/11/20</th>
      <th>3/12/20</th>
      <th>3/13/20</th>
      <th>3/14/20</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>count</th>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.00000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
    </tr>
    <tr>
      <th>mean</th>
      <td>32.472246</td>
      <td>-38.240308</td>
      <td>1.255656</td>
      <td>1.477376</td>
      <td>2.128959</td>
      <td>3.244344</td>
      <td>4.791855</td>
      <td>6.622172</td>
      <td>12.619910</td>
      <td>13.950226</td>
      <td>18.628959</td>
      <td>22.459276</td>
      <td>27.235294</td>
      <td>37.979638</td>
      <td>44.979638</td>
      <td>54.054299</td>
      <td>62.522624</td>
      <td>69.721719</td>
      <td>77.807692</td>
      <td>83.981900</td>
      <td>90.837104</td>
      <td>96.746606</td>
      <td>101.361991</td>
      <td>102.309955</td>
      <td>136.579186</td>
      <td>151.323529</td>
      <td>156.176471</td>
      <td>161.140271</td>
      <td>165.742081</td>
      <td>169.99095</td>
      <td>171.128959</td>
      <td>172.391403</td>
      <td>173.807692</td>
      <td>177.780543</td>
      <td>178.653846</td>
      <td>180.018100</td>
      <td>181.929864</td>
      <td>184.151584</td>
      <td>187.226244</td>
      <td>190.316742</td>
      <td>194.595023</td>
      <td>199.929864</td>
      <td>204.312217</td>
      <td>210.045249</td>
      <td>215.203620</td>
      <td>221.452489</td>
      <td>230.280543</td>
      <td>239.414027</td>
      <td>248.404977</td>
      <td>256.925339</td>
      <td>268.307692</td>
      <td>284.762443</td>
      <td>290.368778</td>
      <td>328.490950</td>
      <td>353.171946</td>
    </tr>
    <tr>
      <th>std</th>
      <td>18.243160</td>
      <td>80.488626</td>
      <td>21.171051</td>
      <td>21.257000</td>
      <td>26.477289</td>
      <td>36.865436</td>
      <td>51.533686</td>
      <td>69.443788</td>
      <td>170.220759</td>
      <td>171.323903</td>
      <td>236.064017</td>
      <td>279.893986</td>
      <td>344.404641</td>
      <td>535.022527</td>
      <td>646.729836</td>
      <td>797.005818</td>
      <td>939.162823</td>
      <td>1055.717087</td>
      <td>1190.911934</td>
      <td>1293.134598</td>
      <td>1413.472284</td>
      <td>1513.195519</td>
      <td>1591.119424</td>
      <td>1591.422643</td>
      <td>2295.713341</td>
      <td>2590.268823</td>
      <td>2677.915922</td>
      <td>2769.816630</td>
      <td>2855.715209</td>
      <td>2936.19311</td>
      <td>2952.814379</td>
      <td>2972.348328</td>
      <td>2982.894601</td>
      <td>3050.475448</td>
      <td>3050.538457</td>
      <td>3060.269613</td>
      <td>3084.049895</td>
      <td>3103.305431</td>
      <td>3123.267274</td>
      <td>3139.242316</td>
      <td>3160.977087</td>
      <td>3190.002944</td>
      <td>3201.691249</td>
      <td>3211.503500</td>
      <td>3220.566252</td>
      <td>3231.736307</td>
      <td>3245.454795</td>
      <td>3259.270219</td>
      <td>3272.375630</td>
      <td>3287.815469</td>
      <td>3300.662870</td>
      <td>3327.040627</td>
      <td>3334.956867</td>
      <td>3408.758787</td>
      <td>3472.648781</td>
    </tr>
    <tr>
      <th>min</th>
      <td>-41.454500</td>
      <td>-157.858400</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.00000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>25%</th>
      <td>29.517325</td>
      <td>-94.614125</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.00000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>50%</th>
      <td>38.194900</td>
      <td>-75.247900</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.00000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
    </tr>
    <tr>
      <th>75%</th>
      <td>42.328900</td>
      <td>18.981425</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.00000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>2.000000</td>
      <td>2.000000</td>
      <td>3.000000</td>
      <td>4.000000</td>
      <td>6.000000</td>
      <td>7.000000</td>
      <td>8.750000</td>
      <td>11.750000</td>
      <td>17.000000</td>
      <td>25.750000</td>
      <td>30.750000</td>
    </tr>
    <tr>
      <th>max</th>
      <td>64.963100</td>
      <td>174.886000</td>
      <td>444.000000</td>
      <td>444.000000</td>
      <td>549.000000</td>
      <td>761.000000</td>
      <td>1058.000000</td>
      <td>1423.000000</td>
      <td>3554.000000</td>
      <td>3554.000000</td>
      <td>4903.000000</td>
      <td>5806.000000</td>
      <td>7153.000000</td>
      <td>11177.000000</td>
      <td>13522.000000</td>
      <td>16678.000000</td>
      <td>19665.000000</td>
      <td>22112.000000</td>
      <td>24953.000000</td>
      <td>27100.000000</td>
      <td>29631.000000</td>
      <td>31728.000000</td>
      <td>33366.000000</td>
      <td>33366.000000</td>
      <td>48206.000000</td>
      <td>54406.000000</td>
      <td>56249.000000</td>
      <td>58182.000000</td>
      <td>59989.000000</td>
      <td>61682.00000</td>
      <td>62031.000000</td>
      <td>62442.000000</td>
      <td>62662.000000</td>
      <td>64084.000000</td>
      <td>64084.000000</td>
      <td>64287.000000</td>
      <td>64786.000000</td>
      <td>65187.000000</td>
      <td>65596.000000</td>
      <td>65914.000000</td>
      <td>66337.000000</td>
      <td>66907.000000</td>
      <td>67103.000000</td>
      <td>67217.000000</td>
      <td>67332.000000</td>
      <td>67466.000000</td>
      <td>67592.000000</td>
      <td>67666.000000</td>
      <td>67707.000000</td>
      <td>67743.000000</td>
      <td>67760.000000</td>
      <td>67773.000000</td>
      <td>67781.000000</td>
      <td>67786.000000</td>
      <td>67790.000000</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[25]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_deaths</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt output_prompt">Out[25]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<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;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Lat</th>
      <th>Long</th>
      <th>1/22/20</th>
      <th>1/23/20</th>
      <th>1/24/20</th>
      <th>1/25/20</th>
      <th>1/26/20</th>
      <th>1/27/20</th>
      <th>1/28/20</th>
      <th>1/29/20</th>
      <th>1/30/20</th>
      <th>1/31/20</th>
      <th>2/1/20</th>
      <th>2/2/20</th>
      <th>2/3/20</th>
      <th>2/4/20</th>
      <th>2/5/20</th>
      <th>2/6/20</th>
      <th>2/7/20</th>
      <th>2/8/20</th>
      <th>2/9/20</th>
      <th>2/10/20</th>
      <th>2/11/20</th>
      <th>2/12/20</th>
      <th>2/13/20</th>
      <th>2/14/20</th>
      <th>2/15/20</th>
      <th>2/16/20</th>
      <th>2/17/20</th>
      <th>2/18/20</th>
      <th>2/19/20</th>
      <th>2/20/20</th>
      <th>2/21/20</th>
      <th>2/22/20</th>
      <th>2/23/20</th>
      <th>2/24/20</th>
      <th>2/25/20</th>
      <th>2/26/20</th>
      <th>2/27/20</th>
      <th>2/28/20</th>
      <th>2/29/20</th>
      <th>3/1/20</th>
      <th>3/2/20</th>
      <th>3/3/20</th>
      <th>3/4/20</th>
      <th>3/5/20</th>
      <th>3/6/20</th>
      <th>3/7/20</th>
      <th>3/8/20</th>
      <th>3/9/20</th>
      <th>3/10/20</th>
      <th>3/11/20</th>
      <th>3/12/20</th>
      <th>3/13/20</th>
      <th>3/14/20</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>count</th>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.00000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
      <td>442.000000</td>
    </tr>
    <tr>
      <th>mean</th>
      <td>32.472246</td>
      <td>-38.240308</td>
      <td>0.038462</td>
      <td>0.040724</td>
      <td>0.058824</td>
      <td>0.095023</td>
      <td>0.126697</td>
      <td>0.18552</td>
      <td>0.296380</td>
      <td>0.300905</td>
      <td>0.386878</td>
      <td>0.481900</td>
      <td>0.585973</td>
      <td>0.819005</td>
      <td>0.963801</td>
      <td>1.113122</td>
      <td>1.276018</td>
      <td>1.434389</td>
      <td>1.626697</td>
      <td>1.823529</td>
      <td>2.049774</td>
      <td>2.291855</td>
      <td>2.518100</td>
      <td>2.529412</td>
      <td>3.101810</td>
      <td>3.445701</td>
      <td>3.769231</td>
      <td>4.004525</td>
      <td>4.226244</td>
      <td>4.540724</td>
      <td>4.800905</td>
      <td>5.083710</td>
      <td>5.092760</td>
      <td>5.561086</td>
      <td>5.585973</td>
      <td>5.947964</td>
      <td>6.126697</td>
      <td>6.266968</td>
      <td>6.366516</td>
      <td>6.497738</td>
      <td>6.653846</td>
      <td>6.778281</td>
      <td>6.979638</td>
      <td>7.149321</td>
      <td>7.361991</td>
      <td>7.574661</td>
      <td>7.828054</td>
      <td>8.049774</td>
      <td>8.601810</td>
      <td>9.022624</td>
      <td>9.642534</td>
      <td>10.441176</td>
      <td>10.678733</td>
      <td>12.226244</td>
      <td>13.165158</td>
    </tr>
    <tr>
      <th>std</th>
      <td>18.243160</td>
      <td>80.488626</td>
      <td>0.808608</td>
      <td>0.809898</td>
      <td>1.143324</td>
      <td>1.903576</td>
      <td>2.474773</td>
      <td>3.61616</td>
      <td>5.946125</td>
      <td>5.946660</td>
      <td>7.706469</td>
      <td>9.703817</td>
      <td>11.843962</td>
      <td>16.647712</td>
      <td>19.691695</td>
      <td>22.783231</td>
      <td>26.112539</td>
      <td>29.394517</td>
      <td>33.247079</td>
      <td>37.099921</td>
      <td>41.428377</td>
      <td>46.327371</td>
      <td>50.798619</td>
      <td>50.798703</td>
      <td>62.308981</td>
      <td>69.301294</td>
      <td>75.912715</td>
      <td>80.668606</td>
      <td>85.092605</td>
      <td>91.371507</td>
      <td>96.507827</td>
      <td>101.976676</td>
      <td>101.976401</td>
      <td>111.583600</td>
      <td>111.583381</td>
      <td>118.670315</td>
      <td>121.905310</td>
      <td>124.379207</td>
      <td>125.618855</td>
      <td>127.572846</td>
      <td>129.720999</td>
      <td>131.348045</td>
      <td>133.369424</td>
      <td>134.928655</td>
      <td>136.700859</td>
      <td>138.276384</td>
      <td>139.816814</td>
      <td>141.307973</td>
      <td>143.330153</td>
      <td>145.125872</td>
      <td>147.491508</td>
      <td>150.963459</td>
      <td>151.851434</td>
      <td>159.423717</td>
      <td>164.161312</td>
    </tr>
    <tr>
      <th>min</th>
      <td>-41.454500</td>
      <td>-157.858400</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.00000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>25%</th>
      <td>29.517325</td>
      <td>-94.614125</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.00000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>50%</th>
      <td>38.194900</td>
      <td>-75.247900</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.00000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>75%</th>
      <td>42.328900</td>
      <td>18.981425</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.00000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <th>max</th>
      <td>64.963100</td>
      <td>174.886000</td>
      <td>17.000000</td>
      <td>17.000000</td>
      <td>24.000000</td>
      <td>40.000000</td>
      <td>52.000000</td>
      <td>76.00000</td>
      <td>125.000000</td>
      <td>125.000000</td>
      <td>162.000000</td>
      <td>204.000000</td>
      <td>249.000000</td>
      <td>350.000000</td>
      <td>414.000000</td>
      <td>479.000000</td>
      <td>549.000000</td>
      <td>618.000000</td>
      <td>699.000000</td>
      <td>780.000000</td>
      <td>871.000000</td>
      <td>974.000000</td>
      <td>1068.000000</td>
      <td>1068.000000</td>
      <td>1310.000000</td>
      <td>1457.000000</td>
      <td>1596.000000</td>
      <td>1696.000000</td>
      <td>1789.000000</td>
      <td>1921.000000</td>
      <td>2029.000000</td>
      <td>2144.000000</td>
      <td>2144.000000</td>
      <td>2346.000000</td>
      <td>2346.000000</td>
      <td>2495.000000</td>
      <td>2563.000000</td>
      <td>2615.000000</td>
      <td>2641.000000</td>
      <td>2682.000000</td>
      <td>2727.000000</td>
      <td>2761.000000</td>
      <td>2803.000000</td>
      <td>2835.000000</td>
      <td>2871.000000</td>
      <td>2902.000000</td>
      <td>2931.000000</td>
      <td>2959.000000</td>
      <td>2986.000000</td>
      <td>3008.000000</td>
      <td>3024.000000</td>
      <td>3046.000000</td>
      <td>3056.000000</td>
      <td>3062.000000</td>
      <td>3075.000000</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span> 
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    </div>
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<h3 id="Earliest-and-Latest-Cases">Earliest and Latest Cases<a class="anchor-link" href="#Earliest-and-Latest-Cases">&#182;</a></h3>
</div>
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<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In&nbsp;[27]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
</pre></div>

    </div>
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<div class="output_area">

    <div class="prompt output_prompt">Out[27]:</div>


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<style scoped>
    .dataframe tbody tr th:only-of-type {
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>SNo</th>
      <th>Date</th>
      <th>Province/State</th>
      <th>Country</th>
      <th>Last Update</th>
      <th>Confirmed</th>
      <th>Deaths</th>
      <th>Recovered</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>1</td>
      <td>01/22/2020</td>
      <td>Anhui</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>2</td>
      <td>01/22/2020</td>
      <td>Beijing</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>14.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>3</td>
      <td>01/22/2020</td>
      <td>Chongqing</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>6.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>4</td>
      <td>01/22/2020</td>
      <td>Fujian</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>5</td>
      <td>01/22/2020</td>
      <td>Gansu</td>
      <td>Mainland China</td>
      <td>2020-01-22 17:00:00</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[28]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">tail</span><span class="p">()</span>
</pre></div>

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    <div class="prompt output_prompt">Out[28]:</div>


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    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>SNo</th>
      <th>Date</th>
      <th>Province/State</th>
      <th>Country</th>
      <th>Last Update</th>
      <th>Confirmed</th>
      <th>Deaths</th>
      <th>Recovered</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>5627</th>
      <td>5628</td>
      <td>03/14/2020</td>
      <td>Virgin Islands, U.S.</td>
      <td>US</td>
      <td>2020-03-14 16:15:18</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>5628</th>
      <td>5629</td>
      <td>03/14/2020</td>
      <td>Gibraltar</td>
      <td>UK</td>
      <td>2020-03-14 16:33:03</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>1.0</td>
    </tr>
    <tr>
      <th>5629</th>
      <td>5630</td>
      <td>03/14/2020</td>
      <td>Diamond Princess cruise ship</td>
      <td>Australia</td>
      <td>2020-03-14 02:33:04</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>5630</th>
      <td>5631</td>
      <td>03/14/2020</td>
      <td>West Virginia</td>
      <td>US</td>
      <td>2020-03-10 02:33:04</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>5631</th>
      <td>5632</td>
      <td>03/14/2020</td>
      <td>NaN</td>
      <td>occupied Palestinian territory</td>
      <td>2020-03-11 20:53:02</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

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<h2 id="By-country-View">By country View<a class="anchor-link" href="#By-country-View">&#182;</a></h2>
</div>
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<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df2</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;Date&#39;</span><span class="p">,</span><span class="s1">&#39;Country&#39;</span><span class="p">])[[</span><span class="s1">&#39;Date&#39;</span><span class="p">,</span> <span class="s1">&#39;Country&#39;</span><span class="p">,</span> <span class="s1">&#39;Confirmed&#39;</span><span class="p">,</span> <span class="s1">&#39;Deaths&#39;</span><span class="p">,</span> <span class="s1">&#39;Recovered&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
</pre></div>

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<div class="prompt input_prompt">In&nbsp;[31]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df2</span><span class="o">.</span><span class="n">tail</span><span class="p">()</span>
</pre></div>

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        vertical-align: middle;
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Date</th>
      <th>Country</th>
      <th>Confirmed</th>
      <th>Deaths</th>
      <th>Recovered</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>2582</th>
      <td>03/14/2020</td>
      <td>United Arab Emirates</td>
      <td>85.0</td>
      <td>0.0</td>
      <td>17.0</td>
    </tr>
    <tr>
      <th>2583</th>
      <td>03/14/2020</td>
      <td>Uruguay</td>
      <td>4.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>2584</th>
      <td>03/14/2020</td>
      <td>Venezuela</td>
      <td>2.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>2585</th>
      <td>03/14/2020</td>
      <td>Vietnam</td>
      <td>53.0</td>
      <td>0.0</td>
      <td>16.0</td>
    </tr>
    <tr>
      <th>2586</th>
      <td>03/14/2020</td>
      <td>occupied Palestinian territory</td>
      <td>0.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
  </tbody>
</table>
</div>
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<h2 id="By-country-View(Inida-and-China)">By country View(Inida and China)<a class="anchor-link" href="#By-country-View(Inida-and-China)">&#182;</a></h2>
</div>
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<div class="prompt input_prompt">In&nbsp;[32]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">query</span><span class="p">(</span><span class="s1">&#39;Country == &quot;India&quot;&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)[[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">,</span> <span class="s1">&#39;Deaths&#39;</span><span class="p">,</span> <span class="s1">&#39;Recovered&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
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<pre>INFO:numexpr.utils:NumExpr defaulting to 2 threads.
</pre>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
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    .dataframe tbody tr th {
        vertical-align: top;
    }

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        text-align: right;
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Date</th>
      <th>Confirmed</th>
      <th>Deaths</th>
      <th>Recovered</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>01/30/2020</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>01/31/2020</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>02/01/2020</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>02/02/2020</td>
      <td>2.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>02/03/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>02/04/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>02/05/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>02/06/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>02/07/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>02/08/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>02/09/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>02/10/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>02/11/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>02/12/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>02/13/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>02/14/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>02/15/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>02/16/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>02/17/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>02/18/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>20</th>
      <td>02/19/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>21</th>
      <td>02/20/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>22</th>
      <td>02/21/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>23</th>
      <td>02/22/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>24</th>
      <td>02/23/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>25</th>
      <td>02/24/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>26</th>
      <td>02/25/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>27</th>
      <td>02/26/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>28</th>
      <td>02/27/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>29</th>
      <td>02/28/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>30</th>
      <td>02/29/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>31</th>
      <td>03/01/2020</td>
      <td>3.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>32</th>
      <td>03/02/2020</td>
      <td>5.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>33</th>
      <td>03/03/2020</td>
      <td>5.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>34</th>
      <td>03/04/2020</td>
      <td>28.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>35</th>
      <td>03/05/2020</td>
      <td>30.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>36</th>
      <td>03/06/2020</td>
      <td>31.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>37</th>
      <td>03/07/2020</td>
      <td>34.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>38</th>
      <td>03/08/2020</td>
      <td>39.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>39</th>
      <td>03/09/2020</td>
      <td>43.0</td>
      <td>0.0</td>
      <td>3.0</td>
    </tr>
    <tr>
      <th>40</th>
      <td>03/10/2020</td>
      <td>56.0</td>
      <td>0.0</td>
      <td>4.0</td>
    </tr>
    <tr>
      <th>41</th>
      <td>03/11/2020</td>
      <td>62.0</td>
      <td>1.0</td>
      <td>4.0</td>
    </tr>
    <tr>
      <th>42</th>
      <td>03/12/2020</td>
      <td>73.0</td>
      <td>1.0</td>
      <td>4.0</td>
    </tr>
    <tr>
      <th>43</th>
      <td>03/13/2020</td>
      <td>82.0</td>
      <td>2.0</td>
      <td>4.0</td>
    </tr>
    <tr>
      <th>44</th>
      <td>03/14/2020</td>
      <td>102.0</td>
      <td>2.0</td>
      <td>4.0</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
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</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[33]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">query</span><span class="p">(</span><span class="s1">&#39;Country == &quot;Mainland China&quot;&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)[[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">,</span> <span class="s1">&#39;Deaths&#39;</span><span class="p">,</span> <span class="s1">&#39;Recovered&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
</pre></div>

    </div>
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<div class="output_area">

    <div class="prompt output_prompt">Out[33]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<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;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Date</th>
      <th>Confirmed</th>
      <th>Deaths</th>
      <th>Recovered</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>01/22/2020</td>
      <td>547.0</td>
      <td>17.0</td>
      <td>28.0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>01/23/2020</td>
      <td>639.0</td>
      <td>18.0</td>
      <td>30.0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>01/24/2020</td>
      <td>916.0</td>
      <td>26.0</td>
      <td>36.0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>01/25/2020</td>
      <td>1399.0</td>
      <td>42.0</td>
      <td>39.0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>01/26/2020</td>
      <td>2062.0</td>
      <td>56.0</td>
      <td>49.0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>01/27/2020</td>
      <td>2863.0</td>
      <td>82.0</td>
      <td>58.0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>01/28/2020</td>
      <td>5494.0</td>
      <td>131.0</td>
      <td>101.0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>01/29/2020</td>
      <td>6070.0</td>
      <td>133.0</td>
      <td>120.0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>01/30/2020</td>
      <td>8124.0</td>
      <td>171.0</td>
      <td>135.0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>01/31/2020</td>
      <td>9783.0</td>
      <td>213.0</td>
      <td>214.0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>02/01/2020</td>
      <td>11871.0</td>
      <td>259.0</td>
      <td>275.0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>02/02/2020</td>
      <td>16607.0</td>
      <td>361.0</td>
      <td>463.0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>02/03/2020</td>
      <td>19693.0</td>
      <td>425.0</td>
      <td>614.0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>02/04/2020</td>
      <td>23680.0</td>
      <td>490.0</td>
      <td>843.0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>02/05/2020</td>
      <td>27409.0</td>
      <td>562.0</td>
      <td>1115.0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>02/06/2020</td>
      <td>30553.0</td>
      <td>632.0</td>
      <td>1476.0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>02/07/2020</td>
      <td>34075.0</td>
      <td>717.0</td>
      <td>1998.0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>02/08/2020</td>
      <td>36778.0</td>
      <td>804.0</td>
      <td>2595.0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>02/09/2020</td>
      <td>39790.0</td>
      <td>904.0</td>
      <td>3218.0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>02/10/2020</td>
      <td>42306.0</td>
      <td>1011.0</td>
      <td>3917.0</td>
    </tr>
    <tr>
      <th>20</th>
      <td>02/11/2020</td>
      <td>44327.0</td>
      <td>1111.0</td>
      <td>4635.0</td>
    </tr>
    <tr>
      <th>21</th>
      <td>02/12/2020</td>
      <td>44699.0</td>
      <td>1116.0</td>
      <td>5079.0</td>
    </tr>
    <tr>
      <th>22</th>
      <td>02/13/2020</td>
      <td>59832.0</td>
      <td>1368.0</td>
      <td>6213.0</td>
    </tr>
    <tr>
      <th>23</th>
      <td>02/14/2020</td>
      <td>66292.0</td>
      <td>1520.0</td>
      <td>7973.0</td>
    </tr>
    <tr>
      <th>24</th>
      <td>02/15/2020</td>
      <td>68347.0</td>
      <td>1662.0</td>
      <td>9294.0</td>
    </tr>
    <tr>
      <th>25</th>
      <td>02/16/2020</td>
      <td>70446.0</td>
      <td>1765.0</td>
      <td>10748.0</td>
    </tr>
    <tr>
      <th>26</th>
      <td>02/17/2020</td>
      <td>72364.0</td>
      <td>1863.0</td>
      <td>12455.0</td>
    </tr>
    <tr>
      <th>27</th>
      <td>02/18/2020</td>
      <td>74139.0</td>
      <td>2002.0</td>
      <td>14199.0</td>
    </tr>
    <tr>
      <th>28</th>
      <td>02/19/2020</td>
      <td>74546.0</td>
      <td>2114.0</td>
      <td>15952.0</td>
    </tr>
    <tr>
      <th>29</th>
      <td>02/20/2020</td>
      <td>74999.0</td>
      <td>2236.0</td>
      <td>18002.0</td>
    </tr>
    <tr>
      <th>30</th>
      <td>02/21/2020</td>
      <td>75472.0</td>
      <td>2236.0</td>
      <td>18693.0</td>
    </tr>
    <tr>
      <th>31</th>
      <td>02/22/2020</td>
      <td>76922.0</td>
      <td>2441.0</td>
      <td>22687.0</td>
    </tr>
    <tr>
      <th>32</th>
      <td>02/23/2020</td>
      <td>76938.0</td>
      <td>2443.0</td>
      <td>23170.0</td>
    </tr>
    <tr>
      <th>33</th>
      <td>02/24/2020</td>
      <td>77152.0</td>
      <td>2593.0</td>
      <td>24990.0</td>
    </tr>
    <tr>
      <th>34</th>
      <td>02/25/2020</td>
      <td>77660.0</td>
      <td>2663.0</td>
      <td>27650.0</td>
    </tr>
    <tr>
      <th>35</th>
      <td>02/26/2020</td>
      <td>78065.0</td>
      <td>2715.0</td>
      <td>30053.0</td>
    </tr>
    <tr>
      <th>36</th>
      <td>02/27/2020</td>
      <td>78498.0</td>
      <td>2744.0</td>
      <td>32898.0</td>
    </tr>
    <tr>
      <th>37</th>
      <td>02/28/2020</td>
      <td>78824.0</td>
      <td>2788.0</td>
      <td>36291.0</td>
    </tr>
    <tr>
      <th>38</th>
      <td>02/29/2020</td>
      <td>79251.0</td>
      <td>2835.0</td>
      <td>39279.0</td>
    </tr>
    <tr>
      <th>39</th>
      <td>03/01/2020</td>
      <td>79826.0</td>
      <td>2870.0</td>
      <td>42118.0</td>
    </tr>
    <tr>
      <th>40</th>
      <td>03/02/2020</td>
      <td>80026.0</td>
      <td>2912.0</td>
      <td>44810.0</td>
    </tr>
    <tr>
      <th>41</th>
      <td>03/03/2020</td>
      <td>80151.0</td>
      <td>2945.0</td>
      <td>47404.0</td>
    </tr>
    <tr>
      <th>42</th>
      <td>03/04/2020</td>
      <td>80271.0</td>
      <td>2981.0</td>
      <td>49955.0</td>
    </tr>
    <tr>
      <th>43</th>
      <td>03/05/2020</td>
      <td>80422.0</td>
      <td>3013.0</td>
      <td>52240.0</td>
    </tr>
    <tr>
      <th>44</th>
      <td>03/06/2020</td>
      <td>80573.0</td>
      <td>3042.0</td>
      <td>53888.0</td>
    </tr>
    <tr>
      <th>45</th>
      <td>03/07/2020</td>
      <td>80652.0</td>
      <td>3070.0</td>
      <td>55478.0</td>
    </tr>
    <tr>
      <th>46</th>
      <td>03/08/2020</td>
      <td>80699.0</td>
      <td>3097.0</td>
      <td>57320.0</td>
    </tr>
    <tr>
      <th>47</th>
      <td>03/09/2020</td>
      <td>80735.0</td>
      <td>3120.0</td>
      <td>58735.0</td>
    </tr>
    <tr>
      <th>48</th>
      <td>03/10/2020</td>
      <td>80757.0</td>
      <td>3136.0</td>
      <td>60106.0</td>
    </tr>
    <tr>
      <th>49</th>
      <td>03/11/2020</td>
      <td>80921.0</td>
      <td>3161.0</td>
      <td>61644.0</td>
    </tr>
    <tr>
      <th>50</th>
      <td>03/12/2020</td>
      <td>80932.0</td>
      <td>3172.0</td>
      <td>62901.0</td>
    </tr>
    <tr>
      <th>51</th>
      <td>03/13/2020</td>
      <td>80945.0</td>
      <td>3180.0</td>
      <td>64196.0</td>
    </tr>
    <tr>
      <th>52</th>
      <td>03/14/2020</td>
      <td>80977.0</td>
      <td>3193.0</td>
      <td>65660.0</td>
    </tr>
  </tbody>
</table>
</div>
</div>

</div>

</div>
</div>

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<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In&nbsp;[41]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;Country&#39;</span><span class="p">)[[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">,</span> <span class="s1">&#39;Deaths&#39;</span><span class="p">,</span> <span class="s1">&#39;Recovered&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
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    <div class="prompt output_prompt">Out[41]:</div>


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<div>
<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>Country</th>
      <th>Confirmed</th>
      <th>Deaths</th>
      <th>Recovered</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>Azerbaijan</td>
      <td>1.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>('St. Martin',)</td>
      <td>2.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Afghanistan</td>
      <td>58.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Albania</td>
      <td>118.0</td>
      <td>4.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>Algeria</td>
      <td>238.0</td>
      <td>6.0</td>
      <td>28.0</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>151</th>
      <td>Uruguay</td>
      <td>4.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>152</th>
      <td>Vatican City</td>
      <td>4.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>153</th>
      <td>Venezuela</td>
      <td>2.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
    <tr>
      <th>154</th>
      <td>Vietnam</td>
      <td>798.0</td>
      <td>0.0</td>
      <td>438.0</td>
    </tr>
    <tr>
      <th>155</th>
      <td>occupied Palestinian territory</td>
      <td>25.0</td>
      <td>0.0</td>
      <td>0.0</td>
    </tr>
  </tbody>
</table>
<p>156 rows × 4 columns</p>
</div>
</div>

</div>

</div>
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</div>
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<h1 id="Visualizations">Visualizations<a class="anchor-link" href="#Visualizations">&#182;</a></h1>
</div>
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</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[42]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
</pre></div>

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<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<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;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>SNo</th>
      <th>Confirmed</th>
      <th>Deaths</th>
      <th>Recovered</th>
    </tr>
    <tr>
      <th>Date</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>01/22/2020</th>
      <td>741</td>
      <td>555.0</td>
      <td>17.0</td>
      <td>28.0</td>
    </tr>
    <tr>
      <th>01/23/2020</th>
      <td>2829</td>
      <td>653.0</td>
      <td>18.0</td>
      <td>30.0</td>
    </tr>
    <tr>
      <th>01/24/2020</th>
      <td>4305</td>
      <td>941.0</td>
      <td>26.0</td>
      <td>36.0</td>
    </tr>
    <tr>
      <th>01/25/2020</th>
      <td>6490</td>
      <td>1438.0</td>
      <td>42.0</td>
      <td>39.0</td>
    </tr>
    <tr>
      <th>01/26/2020</th>
      <td>9071</td>
      <td>2118.0</td>
      <td>56.0</td>
      <td>52.0</td>
    </tr>
    <tr>
      <th>01/27/2020</th>
      <td>12342</td>
      <td>2927.0</td>
      <td>82.0</td>
      <td>61.0</td>
    </tr>
    <tr>
      <th>01/28/2020</th>
      <td>15262</td>
      <td>5578.0</td>
      <td>131.0</td>
      <td>107.0</td>
    </tr>
    <tr>
      <th>01/29/2020</th>
      <td>18711</td>
      <td>6165.0</td>
      <td>133.0</td>
      <td>126.0</td>
    </tr>
    <tr>
      <th>01/30/2020</th>
      <td>23345</td>
      <td>8235.0</td>
      <td>171.0</td>
      <td>143.0</td>
    </tr>
    <tr>
      <th>01/31/2020</th>
      <td>28675</td>
      <td>9925.0</td>
      <td>213.0</td>
      <td>222.0</td>
    </tr>
    <tr>
      <th>02/01/2020</th>
      <td>35309</td>
      <td>12038.0</td>
      <td>259.0</td>
      <td>284.0</td>
    </tr>
    <tr>
      <th>02/02/2020</th>
      <td>39798</td>
      <td>16787.0</td>
      <td>362.0</td>
      <td>472.0</td>
    </tr>
    <tr>
      <th>02/03/2020</th>
      <td>44982</td>
      <td>19881.0</td>
      <td>426.0</td>
      <td>623.0</td>
    </tr>
    <tr>
      <th>02/04/2020</th>
      <td>51135</td>
      <td>23892.0</td>
      <td>492.0</td>
      <td>852.0</td>
    </tr>
    <tr>
      <th>02/05/2020</th>
      <td>56871</td>
      <td>27636.0</td>
      <td>564.0</td>
      <td>1124.0</td>
    </tr>
    <tr>
      <th>02/06/2020</th>
      <td>61912</td>
      <td>30818.0</td>
      <td>634.0</td>
      <td>1487.0</td>
    </tr>
    <tr>
      <th>02/07/2020</th>
      <td>67932</td>
      <td>34392.0</td>
      <td>719.0</td>
      <td>2011.0</td>
    </tr>
    <tr>
      <th>02/08/2020</th>
      <td>73116</td>
      <td>37121.0</td>
      <td>806.0</td>
      <td>2616.0</td>
    </tr>
    <tr>
      <th>02/09/2020</th>
      <td>78300</td>
      <td>40151.0</td>
      <td>906.0</td>
      <td>3244.0</td>
    </tr>
    <tr>
      <th>02/10/2020</th>
      <td>83484</td>
      <td>42763.0</td>
      <td>1013.0</td>
      <td>3946.0</td>
    </tr>
    <tr>
      <th>02/11/2020</th>
      <td>89936</td>
      <td>44803.0</td>
      <td>1113.0</td>
      <td>4683.0</td>
    </tr>
    <tr>
      <th>02/12/2020</th>
      <td>95265</td>
      <td>45222.0</td>
      <td>1118.0</td>
      <td>5150.0</td>
    </tr>
    <tr>
      <th>02/13/2020</th>
      <td>102009</td>
      <td>60370.0</td>
      <td>1371.0</td>
      <td>6295.0</td>
    </tr>
    <tr>
      <th>02/14/2020</th>
      <td>108975</td>
      <td>66887.0</td>
      <td>1523.0</td>
      <td>8058.0</td>
    </tr>
    <tr>
      <th>02/15/2020</th>
      <td>114600</td>
      <td>69032.0</td>
      <td>1666.0</td>
      <td>9395.0</td>
    </tr>
    <tr>
      <th>02/16/2020</th>
      <td>120225</td>
      <td>71226.0</td>
      <td>1770.0</td>
      <td>10865.0</td>
    </tr>
    <tr>
      <th>02/17/2020</th>
      <td>125850</td>
      <td>73260.0</td>
      <td>1868.0</td>
      <td>12583.0</td>
    </tr>
    <tr>
      <th>02/18/2020</th>
      <td>131475</td>
      <td>75138.0</td>
      <td>2007.0</td>
      <td>14352.0</td>
    </tr>
    <tr>
      <th>02/19/2020</th>
      <td>138966</td>
      <td>75641.0</td>
      <td>2122.0</td>
      <td>16121.0</td>
    </tr>
    <tr>
      <th>02/20/2020</th>
      <td>144742</td>
      <td>76199.0</td>
      <td>2247.0</td>
      <td>18177.0</td>
    </tr>
    <tr>
      <th>02/21/2020</th>
      <td>166698</td>
      <td>76843.0</td>
      <td>2251.0</td>
      <td>18890.0</td>
    </tr>
    <tr>
      <th>02/22/2020</th>
      <td>173754</td>
      <td>78599.0</td>
      <td>2458.0</td>
      <td>22886.0</td>
    </tr>
    <tr>
      <th>02/23/2020</th>
      <td>183005</td>
      <td>78985.0</td>
      <td>2469.0</td>
      <td>23394.0</td>
    </tr>
    <tr>
      <th>02/24/2020</th>
      <td>201645</td>
      <td>79570.0</td>
      <td>2629.0</td>
      <td>25227.0</td>
    </tr>
    <tr>
      <th>02/25/2020</th>
      <td>219255</td>
      <td>80415.0</td>
      <td>2708.0</td>
      <td>27905.0</td>
    </tr>
    <tr>
      <th>02/26/2020</th>
      <td>245430</td>
      <td>81397.0</td>
      <td>2770.0</td>
      <td>30384.0</td>
    </tr>
    <tr>
      <th>02/27/2020</th>
      <td>265965</td>
      <td>82756.0</td>
      <td>2814.0</td>
      <td>33277.0</td>
    </tr>
    <tr>
      <th>02/28/2020</th>
      <td>301245</td>
      <td>84124.0</td>
      <td>2872.0</td>
      <td>36711.0</td>
    </tr>
    <tr>
      <th>02/29/2020</th>
      <td>328321</td>
      <td>86013.0</td>
      <td>2941.0</td>
      <td>39782.0</td>
    </tr>
    <tr>
      <th>03/01/2020</th>
      <td>360125</td>
      <td>88371.0</td>
      <td>2996.0</td>
      <td>42716.0</td>
    </tr>
    <tr>
      <th>03/02/2020</th>
      <td>424974</td>
      <td>90309.0</td>
      <td>3085.0</td>
      <td>45602.0</td>
    </tr>
    <tr>
      <th>03/03/2020</th>
      <td>477160</td>
      <td>92844.0</td>
      <td>3160.0</td>
      <td>48229.0</td>
    </tr>
    <tr>
      <th>03/04/2020</th>
      <td>530480</td>
      <td>95124.0</td>
      <td>3254.0</td>
      <td>51171.0</td>
    </tr>
    <tr>
      <th>03/05/2020</th>
      <td>602386</td>
      <td>97886.0</td>
      <td>3348.0</td>
      <td>53797.0</td>
    </tr>
    <tr>
      <th>03/06/2020</th>
      <td>729932</td>
      <td>101800.0</td>
      <td>3460.0</td>
      <td>55866.0</td>
    </tr>
    <tr>
      <th>03/07/2020</th>
      <td>873000</td>
      <td>105836.0</td>
      <td>3558.0</td>
      <td>58359.0</td>
    </tr>
    <tr>
      <th>03/08/2020</th>
      <td>1050600</td>
      <td>109835.0</td>
      <td>3803.0</td>
      <td>60695.0</td>
    </tr>
    <tr>
      <th>03/09/2020</th>
      <td>1165213</td>
      <td>113582.0</td>
      <td>3996.0</td>
      <td>62512.0</td>
    </tr>
    <tr>
      <th>03/10/2020</th>
      <td>950999</td>
      <td>118582.0</td>
      <td>4262.0</td>
      <td>64404.0</td>
    </tr>
    <tr>
      <th>03/11/2020</th>
      <td>1042740</td>
      <td>125865.0</td>
      <td>4615.0</td>
      <td>67003.0</td>
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      <th>03/12/2020</th>
      <td>1099701</td>
      <td>128343.0</td>
      <td>4720.0</td>
      <td>68324.0</td>
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    <tr>
      <th>03/13/2020</th>
      <td>1211755</td>
      <td>145193.0</td>
      <td>5404.0</td>
      <td>70251.0</td>
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      <th>03/14/2020</th>
      <td>1371492</td>
      <td>156099.0</td>
      <td>5819.0</td>
      <td>72624.0</td>
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<h3 id="Summary-Plot-of-Worldwide-Cases---Confirmed,-Deaths-&amp;-Recovered">Summary Plot of Worldwide Cases - Confirmed, Deaths &amp; Recovered<a class="anchor-link" href="#Summary-Plot-of-Worldwide-Cases---Confirmed,-Deaths-&amp;-Recovered">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">confirmed</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;Date&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
<span class="n">deaths</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;Date&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;Deaths&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
<span class="n">recovered</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;Date&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;Recovered&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">go</span><span class="o">.</span><span class="n">Figure</span><span class="p">()</span>

<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span><span class="n">go</span><span class="o">.</span><span class="n">Bar</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">confirmed</span><span class="p">[</span><span class="s1">&#39;Date&#39;</span><span class="p">],</span> <span class="n">y</span> <span class="o">=</span> <span class="n">confirmed</span><span class="p">[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">],</span> <span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;Confirmed&#39;</span><span class="p">,</span> <span class="n">marker_color</span> <span class="o">=</span> <span class="s1">&#39;blue&#39;</span><span class="p">))</span>

<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span><span class="n">go</span><span class="o">.</span><span class="n">Bar</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">deaths</span><span class="p">[</span><span class="s1">&#39;Date&#39;</span><span class="p">],</span> <span class="n">y</span> <span class="o">=</span> <span class="n">deaths</span><span class="p">[</span><span class="s1">&#39;Deaths&#39;</span><span class="p">],</span> <span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;Deaths&#39;</span><span class="p">,</span> <span class="n">marker_color</span> <span class="o">=</span> <span class="s1">&#39;Red&#39;</span><span class="p">))</span>

<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span><span class="n">go</span><span class="o">.</span><span class="n">Bar</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">recovered</span><span class="p">[</span><span class="s1">&#39;Date&#39;</span><span class="p">],</span> <span class="n">y</span> <span class="o">=</span> <span class="n">recovered</span><span class="p">[</span><span class="s1">&#39;Recovered&#39;</span><span class="p">],</span> <span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;Recovered&#39;</span><span class="p">,</span> <span class="n">marker_color</span> <span class="o">=</span> <span class="s1">&#39;Green&#39;</span><span class="p">))</span>

<span class="n">fig</span><span class="o">.</span><span class="n">update_layout</span><span class="p">(</span>
    <span class="n">title</span><span class="o">=</span><span class="s1">&#39;Worldwide Corona Virus Cases - Confirmed, Deaths, Recovered (Bar Chart)&#39;</span><span class="p">,</span>
    <span class="n">xaxis_tickfont_size</span><span class="o">=</span><span class="mi">14</span><span class="p">,</span>
    <span class="n">yaxis</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span>
        <span class="n">title</span><span class="o">=</span><span class="s1">&#39;Number of Cases&#39;</span><span class="p">,</span>
        <span class="n">titlefont_size</span><span class="o">=</span><span class="mi">16</span><span class="p">,</span>
        <span class="n">tickfont_size</span><span class="o">=</span><span class="mi">14</span><span class="p">,</span>
    <span class="p">),</span>
    <span class="n">legend</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span>
        <span class="n">x</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
        <span class="n">y</span><span class="o">=</span><span class="mf">1.0</span><span class="p">,</span>
        <span class="n">bgcolor</span><span class="o">=</span><span class="s1">&#39;rgba(255, 255, 255, 0)&#39;</span><span class="p">,</span>
        <span class="n">bordercolor</span><span class="o">=</span><span class="s1">&#39;rgba(255, 255, 255, 0)&#39;</span>
    <span class="p">),</span>
    <span class="n">barmode</span><span class="o">=</span><span class="s1">&#39;group&#39;</span><span class="p">,</span>
    <span class="n">bargap</span><span class="o">=</span><span class="mf">0.15</span><span class="p">,</span> <span class="c1"># gap between bars of adjacent location coordinates.</span>
    <span class="n">bargroupgap</span><span class="o">=</span><span class="mf">0.1</span> <span class="c1"># gap between bars of the same location coordinate.</span>
<span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">go</span><span class="o">.</span><span class="n">Figure</span><span class="p">()</span>
<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span><span class="n">go</span><span class="o">.</span><span class="n">Scatter</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">confirmed</span><span class="p">[</span><span class="s1">&#39;Date&#39;</span><span class="p">],</span> 
                         <span class="n">y</span><span class="o">=</span><span class="n">confirmed</span><span class="p">[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">],</span>
                         <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;lines+markers&#39;</span><span class="p">,</span>
                         <span class="n">name</span><span class="o">=</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">,</span>
                         <span class="n">line</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">color</span><span class="o">=</span><span class="s1">&#39;blue&#39;</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
                        <span class="p">))</span>
<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span><span class="n">go</span><span class="o">.</span><span class="n">Scatter</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">deaths</span><span class="p">[</span><span class="s1">&#39;Date&#39;</span><span class="p">],</span> 
                         <span class="n">y</span><span class="o">=</span><span class="n">deaths</span><span class="p">[</span><span class="s1">&#39;Deaths&#39;</span><span class="p">],</span>
                         <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;lines+markers&#39;</span><span class="p">,</span>
                         <span class="n">name</span><span class="o">=</span><span class="s1">&#39;Deaths&#39;</span><span class="p">,</span>
                         <span class="n">line</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">color</span><span class="o">=</span><span class="s1">&#39;Red&#39;</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
                        <span class="p">))</span>
<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span><span class="n">go</span><span class="o">.</span><span class="n">Scatter</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">recovered</span><span class="p">[</span><span class="s1">&#39;Date&#39;</span><span class="p">],</span> 
                         <span class="n">y</span><span class="o">=</span><span class="n">recovered</span><span class="p">[</span><span class="s1">&#39;Recovered&#39;</span><span class="p">],</span>
                         <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;lines+markers&#39;</span><span class="p">,</span>
                         <span class="n">name</span><span class="o">=</span><span class="s1">&#39;Recovered&#39;</span><span class="p">,</span>
                         <span class="n">line</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">color</span><span class="o">=</span><span class="s1">&#39;Green&#39;</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
                        <span class="p">))</span>
<span class="n">fig</span><span class="o">.</span><span class="n">update_layout</span><span class="p">(</span>
    <span class="n">title</span><span class="o">=</span><span class="s1">&#39;Worldwide Corona Virus Cases - Confirmed, Deaths, Recovered (Line Chart)&#39;</span><span class="p">,</span>
    <span class="n">xaxis_tickfont_size</span><span class="o">=</span><span class="mi">14</span><span class="p">,</span>
    <span class="n">yaxis</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span>
        <span class="n">title</span><span class="o">=</span><span class="s1">&#39;Number of Cases&#39;</span><span class="p">,</span>
        <span class="n">titlefont_size</span><span class="o">=</span><span class="mi">16</span><span class="p">,</span>
        <span class="n">tickfont_size</span><span class="o">=</span><span class="mi">14</span><span class="p">,</span>
    <span class="p">),</span>
    <span class="n">legend</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span>
        <span class="n">x</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
        <span class="n">y</span><span class="o">=</span><span class="mf">1.0</span><span class="p">,</span>
        <span class="n">bgcolor</span><span class="o">=</span><span class="s1">&#39;rgba(255, 255, 255, 0)&#39;</span><span class="p">,</span>
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    <span class="p">)</span>
<span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<div class="prompt input_prompt">In&nbsp;[47]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_confirmed</span> <span class="o">=</span> <span class="n">df_confirmed</span><span class="p">[[</span><span class="s1">&#39;Province/State&#39;</span><span class="p">,</span> <span class="s1">&#39;Lat&#39;</span><span class="p">,</span> <span class="s1">&#39;Long&#39;</span><span class="p">,</span> <span class="s1">&#39;Country&#39;</span><span class="p">]]</span>
<span class="n">df_latlong</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">df_confirmed</span><span class="p">,</span> <span class="n">on</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Province/State&#39;</span><span class="p">,</span> <span class="s1">&#39;Country&#39;</span><span class="p">])</span>

<span class="n">fig</span> <span class="o">=</span> <span class="n">px</span><span class="o">.</span><span class="n">density_mapbox</span><span class="p">(</span><span class="n">df_latlong</span><span class="p">,</span> <span class="n">lat</span><span class="o">=</span><span class="s1">&#39;Lat&#39;</span><span class="p">,</span> <span class="n">lon</span><span class="o">=</span><span class="s1">&#39;Long&#39;</span><span class="p">,</span> <span class="n">hover_name</span><span class="o">=</span><span class="s1">&#39;Province/State&#39;</span><span class="p">,</span> <span class="n">hover_data</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">,</span> <span class="s1">&#39;Deaths&#39;</span><span class="p">,</span> <span class="s1">&#39;Recovered&#39;</span><span class="p">],</span> <span class="n">animation_frame</span><span class="o">=</span><span class="s2">&quot;Date&quot;</span><span class="p">,</span> <span class="n">color_continuous_scale</span><span class="o">=</span><span class="s1">&#39;Rainbow&#39;</span><span class="p">,</span> <span class="n">radius</span><span class="o">=</span><span class="mi">7</span><span class="p">,</span> <span class="n">zoom</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">height</span><span class="o">=</span><span class="mi">700</span><span class="p">)</span>

<span class="n">fig</span><span class="o">.</span><span class="n">update_layout</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s1">&#39;Worldwide Corona Virus Cases Time Lapse - Confirmed, Deaths, Recovered&#39;</span><span class="p">,</span>
                  <span class="n">font</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">family</span><span class="o">=</span><span class="s2">&quot;Courier New, monospace&quot;</span><span class="p">,</span>
                            <span class="n">size</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="s2">&quot;#7f7f7f&quot;</span><span class="p">)</span>
                 <span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">update_layout</span><span class="p">(</span><span class="n">mapbox_style</span><span class="o">=</span><span class="s2">&quot;open-street-map&quot;</span><span class="p">,</span> <span class="n">mapbox_center_lon</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">update_layout</span><span class="p">(</span><span class="n">margin</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;r&quot;</span><span class="p">:</span><span class="mi">0</span><span class="p">,</span><span class="s2">&quot;t&quot;</span><span class="p">:</span><span class="mi">0</span><span class="p">,</span><span class="s2">&quot;l&quot;</span><span class="p">:</span><span class="mi">0</span><span class="p">,</span><span class="s2">&quot;b&quot;</span><span class="p">:</span><span class="mi">0</span><span class="p">})</span>


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

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<h1 id="Analysis-By-country">Analysis By country<a class="anchor-link" href="#Analysis-By-country">&#182;</a></h1>
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<h3 id="Latest-Date-in-Data">Latest Date in Data<a class="anchor-link" href="#Latest-Date-in-Data">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">confirmed</span> <span class="o">=</span> <span class="n">df2</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;Date&#39;</span><span class="p">,</span> <span class="s1">&#39;Country&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()[[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
<span class="n">deaths</span> <span class="o">=</span> <span class="n">df2</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;Date&#39;</span><span class="p">,</span> <span class="s1">&#39;Country&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()[[</span><span class="s1">&#39;Deaths&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
<span class="n">recovered</span> <span class="o">=</span> <span class="n">df2</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;Date&#39;</span><span class="p">,</span> <span class="s1">&#39;Country&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()[[</span><span class="s1">&#39;Recovered&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">latest_date</span> <span class="o">=</span> <span class="n">confirmed</span><span class="p">[</span><span class="s1">&#39;Date&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
<span class="n">latest_date</span>
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<pre>&#39;03/14/2020&#39;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">confirmed</span> <span class="o">=</span> <span class="n">confirmed</span><span class="p">[(</span><span class="n">confirmed</span><span class="p">[</span><span class="s2">&quot;Date&quot;</span><span class="p">]</span><span class="o">==</span><span class="n">latest_date</span><span class="p">)][[</span><span class="s1">&#39;Country&#39;</span><span class="p">,</span> <span class="s1">&#39;Confirmed&#39;</span><span class="p">]]</span>
<span class="n">deaths</span> <span class="o">=</span> <span class="n">deaths</span><span class="p">[(</span><span class="n">deaths</span><span class="p">[</span><span class="s2">&quot;Date&quot;</span><span class="p">]</span><span class="o">==</span><span class="n">latest_date</span><span class="p">)][[</span><span class="s1">&#39;Country&#39;</span><span class="p">,</span> <span class="s1">&#39;Deaths&#39;</span><span class="p">]]</span>
<span class="n">recovered</span> <span class="o">=</span> <span class="n">recovered</span><span class="p">[(</span><span class="n">recovered</span><span class="p">[</span><span class="s2">&quot;Date&quot;</span><span class="p">]</span><span class="o">==</span><span class="n">latest_date</span><span class="p">)][[</span><span class="s1">&#39;Country&#39;</span><span class="p">,</span> <span class="s1">&#39;Recovered&#39;</span><span class="p">]]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">go</span><span class="o">.</span><span class="n">Figure</span><span class="p">()</span>

<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span><span class="n">go</span><span class="o">.</span><span class="n">Bar</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">confirmed</span><span class="p">[</span><span class="s1">&#39;Country&#39;</span><span class="p">],</span> <span class="n">y</span> <span class="o">=</span> <span class="n">confirmed</span><span class="p">[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">],</span> <span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;Confirmed&#39;</span><span class="p">,</span> <span class="n">marker_color</span> <span class="o">=</span> <span class="s1">&#39;blue&#39;</span><span class="p">))</span>

<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span><span class="n">go</span><span class="o">.</span><span class="n">Bar</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">deaths</span><span class="p">[</span><span class="s1">&#39;Country&#39;</span><span class="p">],</span> <span class="n">y</span> <span class="o">=</span> <span class="n">deaths</span><span class="p">[</span><span class="s1">&#39;Deaths&#39;</span><span class="p">],</span> <span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;Deaths&#39;</span><span class="p">,</span> <span class="n">marker_color</span> <span class="o">=</span> <span class="s1">&#39;Red&#39;</span><span class="p">))</span>

<span class="n">fig</span><span class="o">.</span><span class="n">add_trace</span><span class="p">(</span><span class="n">go</span><span class="o">.</span><span class="n">Bar</span><span class="p">(</span><span class="n">x</span> <span class="o">=</span> <span class="n">recovered</span><span class="p">[</span><span class="s1">&#39;Country&#39;</span><span class="p">],</span> <span class="n">y</span> <span class="o">=</span> <span class="n">recovered</span><span class="p">[</span><span class="s1">&#39;Recovered&#39;</span><span class="p">],</span> <span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;Recovered&#39;</span><span class="p">,</span> <span class="n">marker_color</span> <span class="o">=</span> <span class="s1">&#39;Green&#39;</span><span class="p">))</span>

<span class="n">fig</span><span class="o">.</span><span class="n">update_layout</span><span class="p">(</span>
    <span class="n">title</span><span class="o">=</span><span class="s1">&#39;Worldwide Corona Virus Cases - Confirmed, Deaths, Recovered (Bar Chart)&#39;</span><span class="p">,</span>
    <span class="n">xaxis_tickfont_size</span><span class="o">=</span><span class="mi">14</span><span class="p">,</span>
    <span class="n">yaxis</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span>
        <span class="n">title</span><span class="o">=</span><span class="s1">&#39;Number of Cases&#39;</span><span class="p">,</span>
        <span class="n">titlefont_size</span><span class="o">=</span><span class="mi">16</span><span class="p">,</span>
        <span class="n">tickfont_size</span><span class="o">=</span><span class="mi">14</span><span class="p">,</span>
    <span class="p">),</span>
    <span class="n">legend</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span>
        <span class="n">x</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
        <span class="n">y</span><span class="o">=</span><span class="mf">1.0</span><span class="p">,</span>
        <span class="n">bgcolor</span><span class="o">=</span><span class="s1">&#39;rgba(255, 255, 255, 0)&#39;</span><span class="p">,</span>
        <span class="n">bordercolor</span><span class="o">=</span><span class="s1">&#39;rgba(255, 255, 255, 0)&#39;</span>
    <span class="p">),</span>
    <span class="n">barmode</span><span class="o">=</span><span class="s1">&#39;group&#39;</span><span class="p">,</span>
    <span class="n">bargap</span><span class="o">=</span><span class="mf">0.15</span><span class="p">,</span> <span class="c1"># gap between bars of adjacent location coordinates.</span>
    <span class="n">bargroupgap</span><span class="o">=</span><span class="mf">0.1</span> <span class="c1"># gap between bars of the same location coordinate.</span>
<span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<h2 id="Countries-Effected">Countries Effected<a class="anchor-link" href="#Countries-Effected">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">all_country</span> <span class="o">=</span> <span class="n">confirmed</span><span class="p">[</span><span class="s1">&#39;Country&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>

<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Number of countries with cases: &quot;</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">all_country</span><span class="p">)))</span>

<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Countries with cases: &quot;</span><span class="p">)</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">all_country</span><span class="p">)):</span>
  <span class="nb">print</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">i</span><span class="p">)</span> <span class="o">+</span> <span class="s1">&#39; - - &#39;</span> <span class="o">+</span> <span class="n">all_country</span><span class="p">[</span><span class="n">i</span><span class="p">])</span>
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<pre>Number of countries with cases:  143
Countries with cases: 
0 - - Afghanistan
1 - - Albania
2 - - Algeria
3 - - Andorra
4 - - Antigua and Barbuda
5 - - Argentina
6 - - Armenia
7 - - Aruba
8 - - Australia
9 - - Austria
10 - - Azerbaijan
11 - - Bahrain
12 - - Bangladesh
13 - - Belarus
14 - - Belgium
15 - - Bhutan
16 - - Bolivia
17 - - Bosnia and Herzegovina
18 - - Brazil
19 - - Brunei
20 - - Bulgaria
21 - - Burkina Faso
22 - - Cambodia
23 - - Cameroon
24 - - Canada
25 - - Cayman Islands
26 - - Chile
27 - - Colombia
28 - - Congo (Kinshasa)
29 - - Costa Rica
30 - - Croatia
31 - - Cuba
32 - - Curacao
33 - - Cyprus
34 - - Czech Republic
35 - - Denmark
36 - - Dominican Republic
37 - - Ecuador
38 - - Egypt
39 - - Estonia
40 - - Eswatini
41 - - Ethiopia
42 - - Finland
43 - - France
44 - - French Guiana
45 - - Gabon
46 - - Georgia
47 - - Germany
48 - - Ghana
49 - - Greece
50 - - Guadeloupe
51 - - Guatemala
52 - - Guernsey
53 - - Guinea
54 - - Guyana
55 - - Holy See
56 - - Honduras
57 - - Hungary
58 - - Iceland
59 - - India
60 - - Indonesia
61 - - Iran
62 - - Iraq
63 - - Ireland
64 - - Israel
65 - - Italy
66 - - Ivory Coast
67 - - Jamaica
68 - - Japan
69 - - Jersey
70 - - Jordan
71 - - Kazakhstan
72 - - Kenya
73 - - Kuwait
74 - - Latvia
75 - - Lebanon
76 - - Liechtenstein
77 - - Lithuania
78 - - Luxembourg
79 - - Mainland China
80 - - Malaysia
81 - - Maldives
82 - - Malta
83 - - Martinique
84 - - Mauritania
85 - - Mexico
86 - - Moldova
87 - - Monaco
88 - - Mongolia
89 - - Morocco
90 - - Namibia
91 - - Nepal
92 - - Netherlands
93 - - New Zealand
94 - - Nigeria
95 - - North Macedonia
96 - - Norway
97 - - Oman
98 - - Others
99 - - Pakistan
100 - - Panama
101 - - Paraguay
102 - - Peru
103 - - Philippines
104 - - Poland
105 - - Portugal
106 - - Qatar
107 - - Reunion
108 - - Romania
109 - - Russia
110 - - Rwanda
111 - - Saint Lucia
112 - - Saint Vincent and the Grenadines
113 - - San Marino
114 - - Saudi Arabia
115 - - Senegal
116 - - Serbia
117 - - Seychelles
118 - - Singapore
119 - - Slovakia
120 - - Slovenia
121 - - South Africa
122 - - South Korea
123 - - Spain
124 - - Sri Lanka
125 - - Sudan
126 - - Suriname
127 - - Sweden
128 - - Switzerland
129 - - Taiwan
130 - - Thailand
131 - - Togo
132 - - Trinidad and Tobago
133 - - Tunisia
134 - - Turkey
135 - - UK
136 - - US
137 - - Ukraine
138 - - United Arab Emirates
139 - - Uruguay
140 - - Venezuela
141 - - Vietnam
142 - - occupied Palestinian territory
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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">!</span>pip install pycountry
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<pre>Collecting pycountry
  Downloading https://files.pythonhosted.org/packages/16/b6/154fe93072051d8ce7bf197690957b6d0ac9a21d51c9a1d05bd7c6fdb16f/pycountry-19.8.18.tar.gz (10.0MB)
     |████████████████████████████████| 10.0MB 1.4MB/s 
Building wheels for collected packages: pycountry
  Building wheel for pycountry (setup.py) ... done
  Created wheel for pycountry: filename=pycountry-19.8.18-py2.py3-none-any.whl size=10627361 sha256=1b1ce00464ab294513c9e26873d62d921500054a174fec5da4eb0144062c932b
  Stored in directory: /root/.cache/pip/wheels/a2/98/bf/f0fa1c6bf8cf2cbdb750d583f84be51c2cd8272460b8b36bd3
Successfully built pycountry
Installing collected packages: pycountry
Successfully installed pycountry-19.8.18
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pycountry</span>

<span class="n">countries</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">for</span> <span class="n">country</span> <span class="ow">in</span> <span class="n">pycountry</span><span class="o">.</span><span class="n">countries</span><span class="p">:</span>
    <span class="n">countries</span><span class="p">[</span><span class="n">country</span><span class="o">.</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">country</span><span class="o">.</span><span class="n">alpha_3</span>
    
<span class="n">confirmed</span><span class="p">[</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">confirmed</span><span class="p">[</span><span class="s2">&quot;Country&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="n">countries</span><span class="o">.</span><span class="n">get</span><span class="p">)</span>
<span class="n">deaths</span><span class="p">[</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">deaths</span><span class="p">[</span><span class="s2">&quot;Country&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="n">countries</span><span class="o">.</span><span class="n">get</span><span class="p">)</span>
<span class="n">recovered</span><span class="p">[</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">recovered</span><span class="p">[</span><span class="s2">&quot;Country&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="n">countries</span><span class="o">.</span><span class="n">get</span><span class="p">)</span>

<span class="n">plot_data_confirmed</span> <span class="o">=</span> <span class="n">confirmed</span><span class="p">[[</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">,</span><span class="s2">&quot;Confirmed&quot;</span><span class="p">,</span> <span class="s2">&quot;Country&quot;</span><span class="p">]]</span>
<span class="n">plot_data_deaths</span> <span class="o">=</span> <span class="n">deaths</span><span class="p">[[</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">,</span><span class="s2">&quot;Deaths&quot;</span><span class="p">]]</span>
<span class="n">plot_data_recovered</span> <span class="o">=</span> <span class="n">recovered</span><span class="p">[[</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">,</span><span class="s2">&quot;Recovered&quot;</span><span class="p">]]</span>

<span class="n">fig</span> <span class="o">=</span> <span class="n">px</span><span class="o">.</span><span class="n">scatter_geo</span><span class="p">(</span><span class="n">plot_data_confirmed</span><span class="p">,</span> <span class="n">locations</span><span class="o">=</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;Country&quot;</span><span class="p">,</span>
                     <span class="n">hover_name</span><span class="o">=</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="s2">&quot;Confirmed&quot;</span><span class="p">,</span>
                     <span class="n">projection</span><span class="o">=</span><span class="s2">&quot;natural earth&quot;</span><span class="p">,</span> <span class="n">title</span> <span class="o">=</span> <span class="s1">&#39;Worldwide Confirmed Cases&#39;</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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"scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Bangladesh<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["BGD"], "legendgroup": "Country=Bangladesh", "locations": ["BGD"], "marker": {"color": "#00cc96", "size": [3.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Bangladesh", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Belarus<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["BLR"], "legendgroup": "Country=Belarus", "locations": ["BLR"], "marker": {"color": "#ab63fa", "size": [27.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Belarus", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Belgium<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["BEL"], "legendgroup": "Country=Belgium", "locations": ["BEL"], "marker": {"color": "#FFA15A", "size": [689.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Belgium", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Bhutan<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["BTN"], "legendgroup": "Country=Bhutan", "locations": ["BTN"], "marker": {"color": "#19d3f3", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Bhutan", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Bolivia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Bolivia", "locations": [null], "marker": {"color": "#FF6692", "size": [10.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Bolivia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Bosnia and Herzegovina<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["BIH"], "legendgroup": "Country=Bosnia and Herzegovina", "locations": ["BIH"], "marker": {"color": "#B6E880", "size": [18.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Bosnia and Herzegovina", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Brazil<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["BRA"], "legendgroup": "Country=Brazil", "locations": ["BRA"], "marker": {"color": "#FF97FF", "size": [151.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Brazil", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Brunei<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Brunei", "locations": [null], "marker": {"color": "#FECB52", "size": [40.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Brunei", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Bulgaria<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["BGR"], "legendgroup": "Country=Bulgaria", "locations": ["BGR"], "marker": {"color": "#636efa", "size": [41.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Bulgaria", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Burkina Faso<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["BFA"], "legendgroup": "Country=Burkina Faso", "locations": ["BFA"], "marker": {"color": "#EF553B", "size": [2.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Burkina Faso", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Cambodia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["KHM"], "legendgroup": "Country=Cambodia", "locations": ["KHM"], "marker": {"color": "#00cc96", "size": [7.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Cambodia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Cameroon<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["CMR"], "legendgroup": "Country=Cameroon", "locations": ["CMR"], "marker": {"color": "#ab63fa", "size": [2.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Cameroon", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Canada<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["CAN"], "legendgroup": "Country=Canada", "locations": ["CAN"], "marker": {"color": "#FFA15A", "size": [196.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Canada", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Cayman Islands<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["CYM"], "legendgroup": "Country=Cayman Islands", "locations": ["CYM"], "marker": {"color": "#19d3f3", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Cayman Islands", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Chile<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["CHL"], "legendgroup": "Country=Chile", "locations": ["CHL"], "marker": {"color": "#FF6692", "size": [61.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Chile", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Colombia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["COL"], "legendgroup": "Country=Colombia", "locations": ["COL"], "marker": {"color": "#B6E880", "size": [22.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Colombia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Congo (Kinshasa)<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Congo (Kinshasa)", "locations": [null], "marker": {"color": "#FF97FF", "size": [2.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Congo (Kinshasa)", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Costa Rica<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["CRI"], "legendgroup": "Country=Costa Rica", "locations": ["CRI"], "marker": {"color": "#FECB52", "size": [26.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Costa Rica", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Croatia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["HRV"], "legendgroup": "Country=Croatia", "locations": ["HRV"], "marker": {"color": "#636efa", "size": [38.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Croatia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Cuba<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["CUB"], "legendgroup": "Country=Cuba", "locations": ["CUB"], "marker": {"color": "#EF553B", "size": [4.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Cuba", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Curacao<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Curacao", "locations": [null], "marker": {"color": "#00cc96", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Curacao", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Cyprus<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["CYP"], "legendgroup": "Country=Cyprus", "locations": ["CYP"], "marker": {"color": "#ab63fa", "size": [26.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Cyprus", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Czech Republic<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Czech Republic", "locations": [null], "marker": {"color": "#FFA15A", "size": [189.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Czech Republic", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Denmark<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["DNK"], "legendgroup": "Country=Denmark", "locations": ["DNK"], "marker": {"color": "#19d3f3", "size": [836.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Denmark", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Dominican Republic<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["DOM"], "legendgroup": "Country=Dominican Republic", "locations": ["DOM"], "marker": {"color": "#FF6692", "size": [11.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Dominican Republic", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Ecuador<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["ECU"], "legendgroup": "Country=Ecuador", "locations": ["ECU"], "marker": {"color": "#B6E880", "size": [28.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Ecuador", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Egypt<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["EGY"], "legendgroup": "Country=Egypt", "locations": ["EGY"], "marker": {"color": "#FF97FF", "size": [109.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Egypt", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Estonia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["EST"], "legendgroup": "Country=Estonia", "locations": ["EST"], "marker": {"color": "#FECB52", "size": [115.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Estonia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Eswatini<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["SWZ"], "legendgroup": "Country=Eswatini", "locations": ["SWZ"], "marker": {"color": "#636efa", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Eswatini", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Ethiopia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["ETH"], "legendgroup": "Country=Ethiopia", "locations": ["ETH"], "marker": {"color": "#EF553B", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Ethiopia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Finland<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["FIN"], "legendgroup": "Country=Finland", "locations": ["FIN"], "marker": {"color": "#00cc96", "size": [225.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Finland", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=France<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["FRA"], "legendgroup": "Country=France", "locations": ["FRA"], "marker": {"color": "#ab63fa", "size": [4480.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=France", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=French Guiana<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GUF"], "legendgroup": "Country=French Guiana", "locations": ["GUF"], "marker": {"color": "#FFA15A", "size": [5.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=French Guiana", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Gabon<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GAB"], "legendgroup": "Country=Gabon", "locations": ["GAB"], "marker": {"color": "#19d3f3", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Gabon", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Georgia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GEO"], "legendgroup": "Country=Georgia", "locations": ["GEO"], "marker": {"color": "#FF6692", "size": [30.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Georgia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Germany<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["DEU"], "legendgroup": "Country=Germany", "locations": ["DEU"], "marker": {"color": "#B6E880", "size": [4585.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Germany", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Ghana<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GHA"], "legendgroup": "Country=Ghana", "locations": ["GHA"], "marker": {"color": "#FF97FF", "size": [3.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Ghana", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Greece<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GRC"], "legendgroup": "Country=Greece", "locations": ["GRC"], "marker": {"color": "#FECB52", "size": [228.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Greece", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Guadeloupe<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GLP"], "legendgroup": "Country=Guadeloupe", "locations": ["GLP"], "marker": {"color": "#636efa", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Guadeloupe", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Guatemala<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GTM"], "legendgroup": "Country=Guatemala", "locations": ["GTM"], "marker": {"color": "#EF553B", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Guatemala", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Guernsey<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GGY"], "legendgroup": "Country=Guernsey", "locations": ["GGY"], "marker": {"color": "#00cc96", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Guernsey", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Guinea<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GIN"], "legendgroup": "Country=Guinea", "locations": ["GIN"], "marker": {"color": "#ab63fa", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Guinea", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Guyana<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["GUY"], "legendgroup": "Country=Guyana", "locations": ["GUY"], "marker": {"color": "#FFA15A", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Guyana", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Holy See<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Holy See", "locations": [null], "marker": {"color": "#19d3f3", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Holy See", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Honduras<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["HND"], "legendgroup": "Country=Honduras", "locations": ["HND"], "marker": {"color": "#FF6692", "size": [2.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Honduras", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Hungary<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["HUN"], "legendgroup": "Country=Hungary", "locations": ["HUN"], "marker": {"color": "#B6E880", "size": [30.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Hungary", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Iceland<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["ISL"], "legendgroup": "Country=Iceland", "locations": ["ISL"], "marker": {"color": "#FF97FF", "size": [156.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Iceland", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=India<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["IND"], "legendgroup": "Country=India", "locations": ["IND"], "marker": {"color": "#FECB52", "size": [102.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=India", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Indonesia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["IDN"], "legendgroup": "Country=Indonesia", "locations": ["IDN"], "marker": {"color": "#636efa", "size": [96.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Indonesia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Iran<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Iran", "locations": [null], "marker": {"color": "#EF553B", "size": [12729.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Iran", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Iraq<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["IRQ"], "legendgroup": "Country=Iraq", "locations": ["IRQ"], "marker": {"color": "#00cc96", "size": [110.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Iraq", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Ireland<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["IRL"], "legendgroup": "Country=Ireland", "locations": ["IRL"], "marker": {"color": "#ab63fa", "size": [129.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Ireland", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Israel<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["ISR"], "legendgroup": "Country=Israel", "locations": ["ISR"], "marker": {"color": "#FFA15A", "size": [193.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Israel", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Italy<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["ITA"], "legendgroup": "Country=Italy", "locations": ["ITA"], "marker": {"color": "#19d3f3", "size": [21157.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Italy", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Ivory Coast<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Ivory Coast", "locations": [null], "marker": {"color": "#FF6692", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Ivory Coast", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Jamaica<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["JAM"], "legendgroup": "Country=Jamaica", "locations": ["JAM"], "marker": {"color": "#B6E880", "size": [8.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Jamaica", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Japan<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["JPN"], "legendgroup": "Country=Japan", "locations": ["JPN"], "marker": {"color": "#FF97FF", "size": [773.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Japan", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Jersey<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["JEY"], "legendgroup": "Country=Jersey", "locations": ["JEY"], "marker": {"color": "#FECB52", "size": [2.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Jersey", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Jordan<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["JOR"], "legendgroup": "Country=Jordan", "locations": ["JOR"], "marker": {"color": "#636efa", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Jordan", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Kazakhstan<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["KAZ"], "legendgroup": "Country=Kazakhstan", "locations": ["KAZ"], "marker": {"color": "#EF553B", "size": [6.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Kazakhstan", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Kenya<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["KEN"], "legendgroup": "Country=Kenya", "locations": ["KEN"], "marker": {"color": "#00cc96", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Kenya", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Kuwait<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["KWT"], "legendgroup": "Country=Kuwait", "locations": ["KWT"], "marker": {"color": "#ab63fa", "size": [104.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Kuwait", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Latvia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["LVA"], "legendgroup": "Country=Latvia", "locations": ["LVA"], "marker": {"color": "#FFA15A", "size": [26.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Latvia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Lebanon<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["LBN"], "legendgroup": "Country=Lebanon", "locations": ["LBN"], "marker": {"color": "#19d3f3", "size": [93.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Lebanon", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Liechtenstein<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["LIE"], "legendgroup": "Country=Liechtenstein", "locations": ["LIE"], "marker": {"color": "#FF6692", "size": [4.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Liechtenstein", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Lithuania<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["LTU"], "legendgroup": "Country=Lithuania", "locations": ["LTU"], "marker": {"color": "#B6E880", "size": [8.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Lithuania", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": 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"locations": ["MYS"], "marker": {"color": "#636efa", "size": [238.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Malaysia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Maldives<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["MDV"], "legendgroup": "Country=Maldives", "locations": ["MDV"], "marker": {"color": "#EF553B", "size": [10.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Maldives", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Malta<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["MLT"], "legendgroup": "Country=Malta", "locations": ["MLT"], "marker": {"color": "#00cc96", "size": [18.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Malta", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Martinique<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["MTQ"], "legendgroup": "Country=Martinique", "locations": ["MTQ"], "marker": {"color": "#ab63fa", "size": [9.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Martinique", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Mauritania<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["MRT"], "legendgroup": "Country=Mauritania", "locations": ["MRT"], "marker": {"color": "#FFA15A", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Mauritania", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Mexico<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["MEX"], "legendgroup": "Country=Mexico", "locations": ["MEX"], "marker": {"color": "#19d3f3", "size": [26.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Mexico", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Moldova<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Moldova", "locations": [null], "marker": {"color": "#FF6692", "size": [12.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Moldova", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Monaco<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["MCO"], "legendgroup": "Country=Monaco", "locations": ["MCO"], "marker": {"color": "#B6E880", "size": [2.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Monaco", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Mongolia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["MNG"], "legendgroup": "Country=Mongolia", "locations": ["MNG"], "marker": {"color": "#FF97FF", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Mongolia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Morocco<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["MAR"], "legendgroup": "Country=Morocco", "locations": ["MAR"], "marker": {"color": "#FECB52", "size": [17.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Morocco", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Namibia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["NAM"], "legendgroup": "Country=Namibia", "locations": ["NAM"], "marker": {"color": "#636efa", "size": [2.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Namibia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Nepal<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["NPL"], "legendgroup": "Country=Nepal", "locations": ["NPL"], "marker": {"color": "#EF553B", "size": [1.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Nepal", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Netherlands<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["NLD"], "legendgroup": "Country=Netherlands", "locations": ["NLD"], "marker": {"color": "#00cc96", "size": [959.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Netherlands", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=New Zealand<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["NZL"], "legendgroup": "Country=New Zealand", "locations": ["NZL"], "marker": {"color": "#ab63fa", "size": [6.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=New Zealand", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Nigeria<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["NGA"], "legendgroup": "Country=Nigeria", "locations": ["NGA"], "marker": {"color": "#FFA15A", "size": [2.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Nigeria", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=North Macedonia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["MKD"], "legendgroup": "Country=North Macedonia", "locations": ["MKD"], "marker": {"color": "#19d3f3", "size": [14.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=North Macedonia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Norway<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["NOR"], "legendgroup": "Country=Norway", "locations": ["NOR"], "marker": {"color": "#FF6692", "size": [1090.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Norway", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Oman<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["OMN"], "legendgroup": "Country=Oman", "locations": ["OMN"], "marker": {"color": "#B6E880", "size": [19.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Oman", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Others<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Others", "locations": [null], "marker": {"color": "#FF97FF", "size": [696.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Others", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Pakistan<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["PAK"], "legendgroup": "Country=Pakistan", "locations": ["PAK"], "marker": {"color": "#FECB52", "size": [31.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Pakistan", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Panama<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["PAN"], "legendgroup": "Country=Panama", "locations": ["PAN"], "marker": {"color": "#636efa", "size": [36.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Panama", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Paraguay<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["PRY"], "legendgroup": "Country=Paraguay", "locations": ["PRY"], "marker": {"color": "#EF553B", "size": [6.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Paraguay", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Peru<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["PER"], "legendgroup": "Country=Peru", "locations": ["PER"], "marker": {"color": "#00cc96", "size": [38.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Peru", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Philippines<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["PHL"], "legendgroup": "Country=Philippines", "locations": ["PHL"], "marker": {"color": "#ab63fa", "size": [111.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Philippines", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Poland<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["POL"], "legendgroup": "Country=Poland", "locations": ["POL"], "marker": {"color": "#FFA15A", "size": [103.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Poland", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Portugal<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["PRT"], "legendgroup": "Country=Portugal", "locations": ["PRT"], "marker": {"color": "#19d3f3", "size": [169.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Portugal", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Qatar<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["QAT"], "legendgroup": "Country=Qatar", "locations": ["QAT"], "marker": {"color": "#FF6692", "size": [337.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Qatar", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Reunion<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Reunion", "locations": [null], "marker": {"color": "#B6E880", "size": [6.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Reunion", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Romania<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": ["ROU"], "legendgroup": "Country=Romania", "locations": ["ROU"], "marker": {"color": "#FF97FF", "size": [123.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Romania", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 0}, "hovertemplate": "<b>%{hovertext}</b><br><br>Country=Russia<br>Confirmed=%{marker.size}<br>iso_alpha=%{location}", "hovertext": [null], "legendgroup": "Country=Russia", "locations": [null], "marker": {"color": "#FECB52", "size": [59.0], "sizemode": "area", "sizeref": 202.4425}, "name": "Country=Russia", "showlegend": true, "type": "scattergeo"}, {"geo": "geo", "hoverlabel": {"namelength": 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<div class="prompt input_prompt">In&nbsp;[62]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">px</span><span class="o">.</span><span class="n">scatter_geo</span><span class="p">(</span><span class="n">plot_data_deaths</span><span class="p">,</span> <span class="n">locations</span><span class="o">=</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;Deaths&quot;</span><span class="p">,</span>
                     <span class="n">hover_name</span><span class="o">=</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="s2">&quot;Deaths&quot;</span><span class="p">,</span>
                     <span class="n">projection</span><span class="o">=</span><span class="s2">&quot;natural earth&quot;</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Worldwide Death Cases&quot;</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class="prompt input_prompt">In&nbsp;[63]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">px</span><span class="o">.</span><span class="n">scatter_geo</span><span class="p">(</span><span class="n">plot_data_recovered</span><span class="p">,</span> <span class="n">locations</span><span class="o">=</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;Recovered&quot;</span><span class="p">,</span>
                     <span class="n">hover_name</span><span class="o">=</span><span class="s2">&quot;iso_alpha&quot;</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="s2">&quot;Recovered&quot;</span><span class="p">,</span>
                     <span class="n">projection</span><span class="o">=</span><span class="s2">&quot;natural earth&quot;</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Worldwide Recovered Cases&quot;</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<h1 id="Transforming-Data-for-Forecasting">Transforming Data for Forecasting<a class="anchor-link" href="#Transforming-Data-for-Forecasting">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">confirmed</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;Confirmed&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
<span class="n">deaths</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;Deaths&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
<span class="n">recovered</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="s1">&#39;Recovered&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>

<span class="n">confirmed</span><span class="o">.</span><span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;ds&#39;</span><span class="p">,</span><span class="s1">&#39;y&#39;</span><span class="p">]</span>
<span class="n">confirmed</span><span class="p">[</span><span class="s1">&#39;ds&#39;</span><span class="p">]</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">confirmed</span><span class="p">[</span><span class="s1">&#39;ds&#39;</span><span class="p">])</span>
<span class="n">confirmed</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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      <td>653.0</td>
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      <td>941.0</td>
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<h1 id="Forcasting-Total-Number-of-Cases-Worldwide">Forcasting Total Number of Cases Worldwide<a class="anchor-link" href="#Forcasting-Total-Number-of-Cases-Worldwide">&#182;</a></h1>
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<h2 id="Forecasting-Confirmed-Cases-Worldwide-with-Prophet-(Baseline)">Forecasting Confirmed Cases Worldwide with Prophet (Baseline)<a class="anchor-link" href="#Forecasting-Confirmed-Cases-Worldwide-with-Prophet-(Baseline)">&#182;</a></h2><p>We perform a week's ahead forecast with Prophet, with 95% prediction intervals. Here, no tweaking of seasonality-related parameters and additional regressors are performed.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">m</span> <span class="o">=</span> <span class="n">Prophet</span><span class="p">(</span><span class="n">interval_width</span><span class="o">=</span><span class="mf">0.95</span><span class="p">)</span>
<span class="n">m</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">confirmed</span><span class="p">)</span>
<span class="n">future</span> <span class="o">=</span> <span class="n">m</span><span class="o">.</span><span class="n">make_future_dataframe</span><span class="p">(</span><span class="n">periods</span><span class="o">=</span><span class="mi">7</span><span class="p">)</span>
<span class="n">future</span><span class="o">.</span><span class="n">tail</span><span class="p">()</span>
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<pre>INFO:fbprophet:Disabling yearly seasonality. Run prophet with yearly_seasonality=True to override this.
INFO:fbprophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.
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