wrangle_act (1).html

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<title>wrangle_act</title>

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

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

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

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

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

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        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
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<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="Wrangle-And-Analyze-Data.">Wrangle And Analyze Data.<a class="anchor-link" href="#Wrangle-And-Analyze-Data.">&#182;</a></h1><blockquote><h2 id="By-Ashwani-Singh">By Ashwani Singh<a class="anchor-link" href="#By-Ashwani-Singh">&#182;</a></h2>
</blockquote>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
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<h1 id="WeRateDogs.">WeRateDogs.<a class="anchor-link" href="#WeRateDogs.">&#182;</a></h1>
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<h1 id="Introduction">Introduction<a class="anchor-link" href="#Introduction">&#182;</a></h1><ul>
<li>The purpose of this project is to apply what I have Learned in Data Wrangling section from Udacity Data Analysis Nano Degree Program. </li>
</ul>
<blockquote><ul>
<li>The dataset that  will be wrangling (and analyzing and visualizing) is the tweet archive of Twitter user @dog_rates, also known as WeRateDogs. WeRateDogs is a Twitter account that rates people's dogs with a humorous comment about the dog.</li>
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<h1 id="Gathering-Data--">Gathering Data -<a class="anchor-link" href="#Gathering-Data--">&#182;</a></h1><ul>
<li>The WeRateDogs Twitter archive( twitter_archive_enhanced.csv) has provided.</li>
<li>The tweet image predictions, i.e., what breed of dog (or other object, animal, etc.) is present in each tweet according to a neural network. This file (image_predictions.tsv) is hosted on Udacity's servers.</li>
<li>URL: <a href="https://d17h27t6h515a5.cloudfront.net/topher/2017/August/599fd2ad_image-predictions/image-predictions.tsv">https://d17h27t6h515a5.cloudfront.net/topher/2017/August/599fd2ad_image-predictions/image-predictions.tsv</a></li>
<li>Twitter API and Python's Tweepy library to gather each tweet's retweet count and favorite ("like") count at minimum, and any additional data.</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># import the libraries</span>

<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">requests</span>
<span class="kn">import</span> <span class="nn">os</span>
<span class="kn">import</span> <span class="nn">time</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">tweepy</span>
<span class="kn">import</span> <span class="nn">json</span>
<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
<span class="kn">from</span> <span class="nn">timeit</span> <span class="kn">import</span> <span class="n">default_timer</span> <span class="k">as</span> <span class="n">timer</span>
<span class="kn">from</span> <span class="nn">tweepy</span> <span class="kn">import</span> <span class="n">OAuthHandler</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_archive</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="s2">&quot;twitter-archive-enhanced.csv&quot;</span><span class="p">)</span>

<span class="n">twitter_archive</span>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

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

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>retweeted_status_timestamp</th>
      <th>expanded_urls</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <td>2351</td>
      <td>666049248165822465</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-16 00:24:50 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here we have a 1949 1st generation vulpix. Enj...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666049248...</td>
      <td>5</td>
      <td>10</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2352</td>
      <td>666044226329800704</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-16 00:04:52 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is a purebred Piers Morgan. Loves to Netf...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666044226...</td>
      <td>6</td>
      <td>10</td>
      <td>a</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2353</td>
      <td>666033412701032449</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-15 23:21:54 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here is a very happy pup. Big fan of well-main...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666033412...</td>
      <td>9</td>
      <td>10</td>
      <td>a</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2354</td>
      <td>666029285002620928</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-15 23:05:30 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is a western brown Mitsubishi terrier. Up...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666029285...</td>
      <td>7</td>
      <td>10</td>
      <td>a</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2355</td>
      <td>666020888022790149</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-15 22:32:08 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here we have a Japanese Irish Setter. Lost eye...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666020888...</td>
      <td>8</td>
      <td>10</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
  </tbody>
</table>
<p>2356 rows × 17 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_archive</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 2356 entries, 0 to 2355
Data columns (total 17 columns):
tweet_id                      2356 non-null int64
in_reply_to_status_id         78 non-null float64
in_reply_to_user_id           78 non-null float64
timestamp                     2356 non-null object
source                        2356 non-null object
text                          2356 non-null object
retweeted_status_id           181 non-null float64
retweeted_status_user_id      181 non-null float64
retweeted_status_timestamp    181 non-null object
expanded_urls                 2297 non-null object
rating_numerator              2356 non-null int64
rating_denominator            2356 non-null int64
name                          2356 non-null object
doggo                         2356 non-null object
floofer                       2356 non-null object
pupper                        2356 non-null object
puppo                         2356 non-null object
dtypes: float64(4), int64(3), object(10)
memory usage: 313.0+ KB
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># request for image</span>

<span class="n">url</span> <span class="o">=</span> <span class="s1">&#39;https://d17h27t6h515a5.cloudfront.net/topher/2017/August/599fd2ad_image-predictions/image-predictions.tsv&#39;</span>

<span class="n">image_requests</span> <span class="o">=</span> <span class="n">requests</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">url</span><span class="p">,</span> <span class="n">allow_redirects</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="nb">open</span><span class="p">(</span><span class="s1">&#39;image_predictions.tsv&#39;</span><span class="p">,</span> <span class="s1">&#39;wb&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">image_requests</span><span class="o">.</span><span class="n">content</span><span class="p">)</span>

<span class="n">images</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;image_predictions.tsv&#39;</span><span class="p">,</span> <span class="n">sep</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="se">\t</span><span class="s1">&#39;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Twiter Api</span>

<span class="n">consumer_key</span> <span class="o">=</span> <span class="s2">&quot;XXXX&quot;</span>
<span class="n">consumer_secret</span> <span class="o">=</span> <span class="s2">&quot;XXXX&quot;</span>
<span class="n">access_token</span> <span class="o">=</span> <span class="s2">&quot;XXXX-XXXX&quot;</span>
<span class="n">access_secret</span> <span class="o">=</span> <span class="s2">&quot;XXXX&quot;</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">auth</span> <span class="o">=</span> <span class="n">OAuthHandler</span><span class="p">(</span><span class="n">consumer_key</span><span class="p">,</span> <span class="n">consumer_secret</span><span class="p">)</span>
<span class="n">auth</span><span class="o">.</span><span class="n">set_access_token</span><span class="p">(</span><span class="n">access_token</span><span class="p">,</span> <span class="n">access_secret</span><span class="p">)</span>

<span class="n">api</span> <span class="o">=</span> <span class="n">tweepy</span><span class="o">.</span><span class="n">API</span><span class="p">(</span><span class="n">auth</span><span class="p">,</span> <span class="n">parser</span><span class="o">=</span><span class="n">tweepy</span><span class="o">.</span><span class="n">parsers</span><span class="o">.</span><span class="n">JSONParser</span><span class="p">())</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_ids</span> <span class="o">=</span> <span class="n">twitter_archive</span><span class="o">.</span><span class="n">tweet_id</span><span class="o">.</span><span class="n">values</span>
<span class="nb">len</span><span class="p">(</span><span class="n">tweet_ids</span><span class="p">)</span>
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<pre>2356</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># this starts the timer</span>
<span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>

<span class="n">tweet_ids</span> <span class="o">=</span> <span class="n">twitter_archive</span><span class="o">.</span><span class="n">tweet_id</span><span class="o">.</span><span class="n">values</span>

<span class="n">tweets_data</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">tweet_success</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">tweet_failure</span> <span class="o">=</span> <span class="p">[]</span>

<span class="k">for</span> <span class="n">tweet_id</span> <span class="ow">in</span> <span class="n">tweet_ids</span><span class="p">:</span>
        <span class="k">try</span><span class="p">:</span>
            <span class="n">data</span> <span class="o">=</span> <span class="n">api</span><span class="o">.</span><span class="n">get_status</span><span class="p">(</span><span class="n">tweet_id</span><span class="p">,</span> <span class="n">tweet_mode</span><span class="o">=</span><span class="s1">&#39;extended&#39;</span><span class="p">,</span> 
                                  <span class="n">wait_on_rate_limit</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> 
                                  <span class="n">wait_on_rate_limit_notify</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
            <span class="n">tweets_data</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
            <span class="n">tweet_success</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tweet_id</span><span class="p">)</span>
        <span class="k">except</span><span class="p">:</span>
            <span class="n">tweet_failure</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tweet_id</span><span class="p">)</span>
            <span class="nb">print</span><span class="p">(</span><span class="n">tweet_id</span><span class="p">)</span>

<span class="c1"># this stops the timer            </span>
<span class="n">end</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>

<span class="nb">print</span><span class="p">(</span><span class="n">end</span> <span class="o">-</span> <span class="n">start</span><span class="p">)</span>
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<pre>888202515573088257
873697596434513921
872668790621863937
872261713294495745
869988702071779329
866816280283807744
861769973181624320
856602993587888130
851953902622658560
845459076796616705
844704788403113984
842892208864923648
837366284874571778
837012587749474308
829374341691346946
827228250799742977
812747805718642688
802247111496568832
793271401113350145
779123168116150273
775096608509886464
771004394259247104
770743923962707968
759566828574212096
754011816964026368
704499785726889984
680055455951884288
3231.9880442619324
</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s1">&#39;tweet_json.txt&#39;</span><span class="p">,</span> <span class="n">mode</span> <span class="o">=</span> <span class="s1">&#39;w&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">file</span><span class="p">:</span>
    <span class="n">json</span><span class="o">.</span><span class="n">dump</span><span class="p">(</span><span class="n">tweets_data</span><span class="p">,</span> <span class="n">file</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Loading the Twitter API data</span>
<span class="n">twitter_counts_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_json</span><span class="p">(</span><span class="s1">&#39;tweet_json.txt&#39;</span><span class="p">)</span>
<span class="n">twitter_counts_df</span><span class="p">[</span><span class="s1">&#39;tweet_id&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">tweet_success</span>
<span class="n">twitter_counts_df</span> <span class="o">=</span> <span class="n">twitter_counts_df</span><span class="p">[[</span><span class="s1">&#39;tweet_id&#39;</span><span class="p">,</span> <span class="s1">&#39;favorite_count&#39;</span><span class="p">,</span> <span class="s1">&#39;retweet_count&#39;</span><span class="p">]]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_counts_df</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>36239</td>
      <td>7712</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>31249</td>
      <td>5699</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>23530</td>
      <td>3778</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>39521</td>
      <td>7868</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>37724</td>
      <td>8485</td>
    </tr>
  </tbody>
</table>
</div>
</div>

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<h1 id="Assesing">Assesing<a class="anchor-link" href="#Assesing">&#182;</a></h1>
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<h2 id="for-twitter_archive">for twitter_archive<a class="anchor-link" href="#for-twitter_archive">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#  twitter_archive </span>

<span class="n">twitter_archive</span>
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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

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

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>retweeted_status_timestamp</th>
      <th>expanded_urls</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <td>2351</td>
      <td>666049248165822465</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-16 00:24:50 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here we have a 1949 1st generation vulpix. Enj...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666049248...</td>
      <td>5</td>
      <td>10</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2352</td>
      <td>666044226329800704</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-16 00:04:52 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is a purebred Piers Morgan. Loves to Netf...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666044226...</td>
      <td>6</td>
      <td>10</td>
      <td>a</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2353</td>
      <td>666033412701032449</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-15 23:21:54 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here is a very happy pup. Big fan of well-main...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666033412...</td>
      <td>9</td>
      <td>10</td>
      <td>a</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2354</td>
      <td>666029285002620928</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-15 23:05:30 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is a western brown Mitsubishi terrier. Up...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666029285...</td>
      <td>7</td>
      <td>10</td>
      <td>a</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2355</td>
      <td>666020888022790149</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2015-11-15 22:32:08 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here we have a Japanese Irish Setter. Lost eye...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/666020888...</td>
      <td>8</td>
      <td>10</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
  </tbody>
</table>
<p>2356 rows × 17 columns</p>
</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># twitter_archive.head()</span>

<span class="n">twitter_archive</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>retweeted_status_timestamp</th>
      <th>expanded_urls</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>13</td>
      <td>10</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>13</td>
      <td>10</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>12</td>
      <td>10</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>13</td>
      <td>10</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>12</td>
      <td>10</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
  </tbody>
</table>
</div>
</div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># twitter_archive.info()</span>

<span class="n">twitter_archive</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
</pre></div>

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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 2356 entries, 0 to 2355
Data columns (total 17 columns):
tweet_id                      2356 non-null int64
in_reply_to_status_id         78 non-null float64
in_reply_to_user_id           78 non-null float64
timestamp                     2356 non-null object
source                        2356 non-null object
text                          2356 non-null object
retweeted_status_id           181 non-null float64
retweeted_status_user_id      181 non-null float64
retweeted_status_timestamp    181 non-null object
expanded_urls                 2297 non-null object
rating_numerator              2356 non-null int64
rating_denominator            2356 non-null int64
name                          2356 non-null object
doggo                         2356 non-null object
floofer                       2356 non-null object
pupper                        2356 non-null object
puppo                         2356 non-null object
dtypes: float64(4), int64(3), object(10)
memory usage: 313.0+ KB
</pre>
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<div class="prompt input_prompt">In&nbsp;[16]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># twitter_archive.describe()</span>

<span class="n">twitter_archive</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
</pre></div>

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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>count</td>
      <td>2.356000e+03</td>
      <td>7.800000e+01</td>
      <td>7.800000e+01</td>
      <td>1.810000e+02</td>
      <td>1.810000e+02</td>
      <td>2356.000000</td>
      <td>2356.000000</td>
    </tr>
    <tr>
      <td>mean</td>
      <td>7.427716e+17</td>
      <td>7.455079e+17</td>
      <td>2.014171e+16</td>
      <td>7.720400e+17</td>
      <td>1.241698e+16</td>
      <td>13.126486</td>
      <td>10.455433</td>
    </tr>
    <tr>
      <td>std</td>
      <td>6.856705e+16</td>
      <td>7.582492e+16</td>
      <td>1.252797e+17</td>
      <td>6.236928e+16</td>
      <td>9.599254e+16</td>
      <td>45.876648</td>
      <td>6.745237</td>
    </tr>
    <tr>
      <td>min</td>
      <td>6.660209e+17</td>
      <td>6.658147e+17</td>
      <td>1.185634e+07</td>
      <td>6.661041e+17</td>
      <td>7.832140e+05</td>
      <td>0.000000</td>
      <td>0.000000</td>
    </tr>
    <tr>
      <td>25%</td>
      <td>6.783989e+17</td>
      <td>6.757419e+17</td>
      <td>3.086374e+08</td>
      <td>7.186315e+17</td>
      <td>4.196984e+09</td>
      <td>10.000000</td>
      <td>10.000000</td>
    </tr>
    <tr>
      <td>50%</td>
      <td>7.196279e+17</td>
      <td>7.038708e+17</td>
      <td>4.196984e+09</td>
      <td>7.804657e+17</td>
      <td>4.196984e+09</td>
      <td>11.000000</td>
      <td>10.000000</td>
    </tr>
    <tr>
      <td>75%</td>
      <td>7.993373e+17</td>
      <td>8.257804e+17</td>
      <td>4.196984e+09</td>
      <td>8.203146e+17</td>
      <td>4.196984e+09</td>
      <td>12.000000</td>
      <td>10.000000</td>
    </tr>
    <tr>
      <td>max</td>
      <td>8.924206e+17</td>
      <td>8.862664e+17</td>
      <td>8.405479e+17</td>
      <td>8.874740e+17</td>
      <td>7.874618e+17</td>
      <td>1776.000000</td>
      <td>170.000000</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_archive</span><span class="o">.</span><span class="n">rating_numerator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>12      558
11      464
10      461
13      351
9       158
8       102
7        55
14       54
5        37
6        32
3        19
4        17
1         9
2         9
420       2
0         2
15        2
75        2
80        1
20        1
24        1
26        1
44        1
50        1
60        1
165       1
84        1
88        1
144       1
182       1
143       1
666       1
960       1
1776      1
17        1
27        1
45        1
99        1
121       1
204       1
Name: rating_numerator, dtype: int64</pre>
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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;numerator rating value are :&quot;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">twitter_archive</span><span class="o">.</span><span class="n">rating_numerator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()))</span>
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<pre>numerator rating value are : 40
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_archive</span><span class="o">.</span><span class="n">rating_denominator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>10     2333
11        3
50        3
80        2
20        2
2         1
16        1
40        1
70        1
15        1
90        1
110       1
120       1
130       1
150       1
170       1
7         1
0         1
Name: rating_denominator, dtype: int64</pre>
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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;denominator rating are :&quot;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">twitter_archive</span><span class="o">.</span><span class="n">rating_denominator</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()))</span>
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<pre>denominator rating are : 18
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_archive</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>None        745
a            55
Charlie      12
Oliver       11
Cooper       11
           ... 
Pubert        1
Bertson       1
Colin         1
Jessifer      1
Cheryl        1
Name: name, Length: 957, dtype: int64</pre>
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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;name value are : &quot;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">twitter_archive</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()))</span>
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<pre>name value are :  957
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_archive</span><span class="o">.</span><span class="n">source</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>&lt;a href=&#34;http://twitter.com/download/iphone&#34; rel=&#34;nofollow&#34;&gt;Twitter for iPhone&lt;/a&gt;     2221
&lt;a href=&#34;http://vine.co&#34; rel=&#34;nofollow&#34;&gt;Vine - Make a Scene&lt;/a&gt;                          91
&lt;a href=&#34;http://twitter.com&#34; rel=&#34;nofollow&#34;&gt;Twitter Web Client&lt;/a&gt;                       33
&lt;a href=&#34;https://about.twitter.com/products/tweetdeck&#34; rel=&#34;nofollow&#34;&gt;TweetDeck&lt;/a&gt;      11
Name: source, dtype: int64</pre>
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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;source value are :&quot;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">twitter_archive</span><span class="o">.</span><span class="n">source</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()))</span>
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<pre>source value are : 4
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<h2 id="for-images">for images<a class="anchor-link" href="#for-images">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">images</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<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>tweet_id</th>
      <th>jpg_url</th>
      <th>img_num</th>
      <th>p1</th>
      <th>p1_conf</th>
      <th>p1_dog</th>
      <th>p2</th>
      <th>p2_conf</th>
      <th>p2_dog</th>
      <th>p3</th>
      <th>p3_conf</th>
      <th>p3_dog</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>666020888022790149</td>
      <td>https://pbs.twimg.com/media/CT4udn0WwAA0aMy.jpg</td>
      <td>1</td>
      <td>Welsh_springer_spaniel</td>
      <td>0.465074</td>
      <td>True</td>
      <td>collie</td>
      <td>0.156665</td>
      <td>True</td>
      <td>Shetland_sheepdog</td>
      <td>0.061428</td>
      <td>True</td>
    </tr>
    <tr>
      <td>1</td>
      <td>666029285002620928</td>
      <td>https://pbs.twimg.com/media/CT42GRgUYAA5iDo.jpg</td>
      <td>1</td>
      <td>redbone</td>
      <td>0.506826</td>
      <td>True</td>
      <td>miniature_pinscher</td>
      <td>0.074192</td>
      <td>True</td>
      <td>Rhodesian_ridgeback</td>
      <td>0.072010</td>
      <td>True</td>
    </tr>
    <tr>
      <td>2</td>
      <td>666033412701032449</td>
      <td>https://pbs.twimg.com/media/CT4521TWwAEvMyu.jpg</td>
      <td>1</td>
      <td>German_shepherd</td>
      <td>0.596461</td>
      <td>True</td>
      <td>malinois</td>
      <td>0.138584</td>
      <td>True</td>
      <td>bloodhound</td>
      <td>0.116197</td>
      <td>True</td>
    </tr>
    <tr>
      <td>3</td>
      <td>666044226329800704</td>
      <td>https://pbs.twimg.com/media/CT5Dr8HUEAA-lEu.jpg</td>
      <td>1</td>
      <td>Rhodesian_ridgeback</td>
      <td>0.408143</td>
      <td>True</td>
      <td>redbone</td>
      <td>0.360687</td>
      <td>True</td>
      <td>miniature_pinscher</td>
      <td>0.222752</td>
      <td>True</td>
    </tr>
    <tr>
      <td>4</td>
      <td>666049248165822465</td>
      <td>https://pbs.twimg.com/media/CT5IQmsXIAAKY4A.jpg</td>
      <td>1</td>
      <td>miniature_pinscher</td>
      <td>0.560311</td>
      <td>True</td>
      <td>Rottweiler</td>
      <td>0.243682</td>
      <td>True</td>
      <td>Doberman</td>
      <td>0.154629</td>
      <td>True</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">images</span><span class="o">.</span><span class="n">jpg_url</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>https://pbs.twimg.com/media/CvJCabcWgAIoUxW.jpg    2
https://pbs.twimg.com/media/C3nygbBWQAAjwcW.jpg    2
https://pbs.twimg.com/media/CsrjryzWgAAZY00.jpg    2
https://pbs.twimg.com/media/CZhn-QAWwAASQan.jpg    2
https://pbs.twimg.com/media/CsGnz64WYAEIDHJ.jpg    2
                                                  ..
https://pbs.twimg.com/media/CU8tOJZWUAAlNoF.jpg    1
https://pbs.twimg.com/media/CVg6L2hWIAAYuEb.jpg    1
https://pbs.twimg.com/media/CUTdvAJXIAAMS4q.jpg    1
https://pbs.twimg.com/media/Cj6O1G9UYAAIU-1.jpg    1
https://pbs.twimg.com/media/CVgbIobUYAEaeI3.jpg    1
Name: jpg_url, Length: 2009, dtype: int64</pre>
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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;images url are : &quot;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">images</span><span class="o">.</span><span class="n">jpg_url</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()))</span>
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<pre>images url are :  2009
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># importing image python</span>

<span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">Image</span>

<span class="n">Image</span><span class="p">(</span><span class="n">url</span><span class="o">=</span> <span class="s2">&quot;https://pbs.twimg.com/media/CsGnz64WYAEIDHJ.jpg&quot;</span> <span class="p">)</span>
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<img src="https://pbs.twimg.com/media/CsGnz64WYAEIDHJ.jpg"/>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">images</span><span class="o">.</span><span class="n">p1_dog</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>True     1532
False     543
Name: p1_dog, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">images</span><span class="o">.</span><span class="n">p2_dog</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>True     1553
False     522
Name: p2_dog, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">images</span><span class="o">.</span><span class="n">p1</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>golden_retriever      150
Labrador_retriever    100
Pembroke               89
Chihuahua              83
pug                    57
                     ... 
hammer                  1
minibus                 1
clumber                 1
mailbox                 1
cougar                  1
Name: p1, Length: 378, dtype: int64</pre>
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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;p1 value are :&quot;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">images</span><span class="o">.</span><span class="n">p1</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()))</span>
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<pre>p1 value are : 378
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">images</span><span class="o">.</span><span class="n">p2</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>Labrador_retriever    104
golden_retriever       92
Cardigan               73
Chihuahua              44
Pomeranian             42
                     ... 
computer_keyboard       1
triceratops             1
rifle                   1
brown_bear              1
cougar                  1
Name: p2, Length: 405, dtype: int64</pre>
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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;p2 value are :&quot;</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">images</span><span class="o">.</span><span class="n">p2</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()))</span>
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<pre>p2 value are : 405
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<h2 id="for-twitter_counts_df">for twitter_counts_df<a class="anchor-link" href="#for-twitter_counts_df">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_counts_df</span>
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<style scoped>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>36239</td>
      <td>7712</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>31249</td>
      <td>5699</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>23530</td>
      <td>3778</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>39521</td>
      <td>7868</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>37724</td>
      <td>8485</td>
    </tr>
    <tr>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <td>2324</td>
      <td>666049248165822465</td>
      <td>96</td>
      <td>39</td>
    </tr>
    <tr>
      <td>2325</td>
      <td>666044226329800704</td>
      <td>273</td>
      <td>132</td>
    </tr>
    <tr>
      <td>2326</td>
      <td>666033412701032449</td>
      <td>112</td>
      <td>41</td>
    </tr>
    <tr>
      <td>2327</td>
      <td>666029285002620928</td>
      <td>121</td>
      <td>42</td>
    </tr>
    <tr>
      <td>2328</td>
      <td>666020888022790149</td>
      <td>2413</td>
      <td>462</td>
    </tr>
  </tbody>
</table>
<p>2329 rows × 3 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_counts_df</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>36239</td>
      <td>7712</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>31249</td>
      <td>5699</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>23530</td>
      <td>3778</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>39521</td>
      <td>7868</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>37724</td>
      <td>8485</td>
    </tr>
  </tbody>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_counts_df</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
RangeIndex: 2329 entries, 0 to 2328
Data columns (total 3 columns):
tweet_id          2329 non-null int64
favorite_count    2329 non-null int64
retweet_count     2329 non-null int64
dtypes: int64(3)
memory usage: 54.7 KB
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_counts_df</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>count</td>
      <td>2.329000e+03</td>
      <td>2329.000000</td>
      <td>2329.000000</td>
    </tr>
    <tr>
      <td>mean</td>
      <td>7.419019e+17</td>
      <td>7566.601546</td>
      <td>2706.563332</td>
    </tr>
    <tr>
      <td>std</td>
      <td>6.824830e+16</td>
      <td>11746.215613</td>
      <td>4577.102475</td>
    </tr>
    <tr>
      <td>min</td>
      <td>6.660209e+17</td>
      <td>0.000000</td>
      <td>1.000000</td>
    </tr>
    <tr>
      <td>25%</td>
      <td>6.782555e+17</td>
      <td>1316.000000</td>
      <td>548.000000</td>
    </tr>
    <tr>
      <td>50%</td>
      <td>7.182469e+17</td>
      <td>3289.000000</td>
      <td>1268.000000</td>
    </tr>
    <tr>
      <td>75%</td>
      <td>7.986731e+17</td>
      <td>9261.000000</td>
      <td>3150.000000</td>
    </tr>
    <tr>
      <td>max</td>
      <td>8.924206e+17</td>
      <td>156287.000000</td>
      <td>77861.000000</td>
    </tr>
  </tbody>
</table>
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<h3 id="Now-make-a-copy-of-each-dataframe">Now make a copy of each dataframe<a class="anchor-link" href="#Now-make-a-copy-of-each-dataframe">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">twitter_archive_copy</span> <span class="o">=</span> <span class="n">twitter_archive</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
<span class="n">images_copy</span> <span class="o">=</span> <span class="n">images</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
<span class="n">twitter_counts_df_copy</span> <span class="o">=</span> <span class="n">twitter_counts_df</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
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<h1 id="cleaning-data">cleaning data<a class="anchor-link" href="#cleaning-data">&#182;</a></h1>
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<p><ol>
    <li>Merge the clean version of twitter_archive, images, twitter_counts_df into a DataFrame.</li>
    <li>Create a column for various dog type.</li>
    <li>Delete Retweets.</li>
    <li>Remove the column no longer uses.</li>
    <li>Change tweet_id from integer to a String.</li>
    <li>Change the timestamp to correct datetime format.</li>
    <li>Correct the naming issue.</li>
    <li>Standardize the Dog ratings.</li>
    <li>Create new dog_breed column using the image prediction.</li></p>

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<h3 id="Code-And-Test-:-Merge-the-clean-version-of-twitter_archive,-images,-twitter_counts_df-into-a-DataFrame.">Code And Test : Merge the clean version of twitter_archive, images, twitter_counts_df into a DataFrame.<a class="anchor-link" href="#Code-And-Test-:-Merge-the-clean-version-of-twitter_archive,-images,-twitter_counts_df-into-a-DataFrame.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">store</span> <span class="o">=</span> <span class="p">[</span><span class="n">twitter_archive_copy</span><span class="p">,</span> <span class="n">images_copy</span><span class="p">,</span> <span class="n">twitter_counts_df_copy</span><span class="p">]</span>
<span class="n">tweet_datas</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">(</span><span class="n">store</span><span class="p">,</span> <span class="n">sort</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>retweeted_status_timestamp</th>
      <th>expanded_urls</th>
      <th>...</th>
      <th>p1_conf</th>
      <th>p1_dog</th>
      <th>p2</th>
      <th>p2_conf</th>
      <th>p2_dog</th>
      <th>p3</th>
      <th>p3_conf</th>
      <th>p3_dog</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 30 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
Int64Index: 6760 entries, 0 to 2328
Data columns (total 30 columns):
tweet_id                      6760 non-null int64
in_reply_to_status_id         78 non-null float64
in_reply_to_user_id           78 non-null float64
timestamp                     2356 non-null object
source                        2356 non-null object
text                          2356 non-null object
retweeted_status_id           181 non-null float64
retweeted_status_user_id      181 non-null float64
retweeted_status_timestamp    181 non-null object
expanded_urls                 2297 non-null object
rating_numerator              2356 non-null float64
rating_denominator            2356 non-null float64
name                          2356 non-null object
doggo                         2356 non-null object
floofer                       2356 non-null object
pupper                        2356 non-null object
puppo                         2356 non-null object
jpg_url                       2075 non-null object
img_num                       2075 non-null float64
p1                            2075 non-null object
p1_conf                       2075 non-null float64
p1_dog                        2075 non-null object
p2                            2075 non-null object
p2_conf                       2075 non-null float64
p2_dog                        2075 non-null object
p3                            2075 non-null object
p3_conf                       2075 non-null float64
p3_dog                        2075 non-null object
favorite_count                2329 non-null float64
retweet_count                 2329 non-null float64
dtypes: float64(12), int64(1), object(17)
memory usage: 1.6+ MB
</pre>
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<h3 id="Code-And-Test-:-Create-a-column-for-various-dog-type.">Code And Test : Create a column for various dog type.<a class="anchor-link" href="#Code-And-Test-:-Create-a-column-for-various-dog-type.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;dog_type&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;text&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">extract</span><span class="p">(</span><span class="s1">&#39;(doggo|floofer|pupper|puppo)&#39;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="p">[[</span><span class="s1">&#39;dog_type&#39;</span><span class="p">,</span> <span class="s1">&#39;doggo&#39;</span><span class="p">,</span> <span class="s1">&#39;floofer&#39;</span><span class="p">,</span> <span class="s1">&#39;pupper&#39;</span><span class="p">,</span> <span class="s1">&#39;puppo&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
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    <tr style="text-align: right;">
      <th></th>
      <th>dog_type</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>puppo</th>
    </tr>
  </thead>
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    <tr>
      <td>200</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>884</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>1643</td>
      <td>pupper</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>717</td>
      <td>NaN</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>2320</td>
      <td>NaN</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>243</td>
      <td>NaN</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>1084</td>
      <td>NaN</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>764</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>364</td>
      <td>NaN</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
    <tr>
      <td>1676</td>
      <td>NaN</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
    </tr>
  </tbody>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>retweeted_status_timestamp</th>
      <th>expanded_urls</th>
      <th>...</th>
      <th>p1_dog</th>
      <th>p2</th>
      <th>p2_conf</th>
      <th>p2_dog</th>
      <th>p3</th>
      <th>p3_conf</th>
      <th>p3_dog</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
      <th>dog_type</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 31 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="p">[</span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">tweet_id</span><span class="o">==</span><span class="mi">855851453814013952</span><span class="p">]</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>retweeted_status_id</th>
      <th>retweeted_status_user_id</th>
      <th>retweeted_status_timestamp</th>
      <th>expanded_urls</th>
      <th>...</th>
      <th>p1_dog</th>
      <th>p2</th>
      <th>p2_conf</th>
      <th>p2_dog</th>
      <th>p3</th>
      <th>p3_conf</th>
      <th>p3_dog</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
      <th>dog_type</th>
    </tr>
  </thead>
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    <tr>
      <td>191</td>
      <td>855851453814013952</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-04-22 18:31:02 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>Here's a puppo participating in the #ScienceMa...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>https://twitter.com/dog_rates/status/855851453...</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>puppo</td>
    </tr>
    <tr>
      <td>1919</td>
      <td>855851453814013952</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>...</td>
      <td>True</td>
      <td>Labrador_retriever</td>
      <td>0.115138</td>
      <td>True</td>
      <td>groenendael</td>
      <td>0.0961</td>
      <td>True</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>183</td>
      <td>855851453814013952</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>44443.0</td>
      <td>17363.0</td>
      <td>NaN</td>
    </tr>
  </tbody>
</table>
<p>3 rows × 31 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">dog_type</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>pupper     265
doggo       93
puppo       37
floofer      4
Name: dog_type, dtype: int64</pre>
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<h3 id="Code-And-Test-:-Delete-Retweets.">Code And Test : Delete Retweets.<a class="anchor-link" href="#Code-And-Test-:-Delete-Retweets.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">isnan</span><span class="p">(</span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">retweeted_status_id</span><span class="p">)]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
Int64Index: 6579 entries, 0 to 2328
Data columns (total 31 columns):
tweet_id                      6579 non-null int64
in_reply_to_status_id         78 non-null float64
in_reply_to_user_id           78 non-null float64
timestamp                     2175 non-null object
source                        2175 non-null object
text                          2175 non-null object
retweeted_status_id           0 non-null float64
retweeted_status_user_id      0 non-null float64
retweeted_status_timestamp    0 non-null object
expanded_urls                 2117 non-null object
rating_numerator              2175 non-null float64
rating_denominator            2175 non-null float64
name                          2175 non-null object
doggo                         2175 non-null object
floofer                       2175 non-null object
pupper                        2175 non-null object
puppo                         2175 non-null object
jpg_url                       2075 non-null object
img_num                       2075 non-null float64
p1                            2075 non-null object
p1_conf                       2075 non-null float64
p1_dog                        2075 non-null object
p2                            2075 non-null object
p2_conf                       2075 non-null float64
p2_dog                        2075 non-null object
p3                            2075 non-null object
p3_conf                       2075 non-null float64
p3_dog                        2075 non-null object
favorite_count                2329 non-null float64
retweet_count                 2329 non-null float64
dog_type                      364 non-null object
dtypes: float64(12), int64(1), object(18)
memory usage: 1.6+ MB
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># remove the column retweeted_status_id, retweeted_status_user_id, retweeted_status_timestamp</span>

<span class="n">tweet_datas</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;retweeted_status_id&#39;</span><span class="p">,</span> <span class="s1">&#39;retweeted_status_user_id&#39;</span><span class="p">,</span> <span class="s1">&#39;retweeted_status_timestamp&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>tweet_id</th>
      <th>in_reply_to_status_id</th>
      <th>in_reply_to_user_id</th>
      <th>timestamp</th>
      <th>source</th>
      <th>text</th>
      <th>expanded_urls</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>...</th>
      <th>p1_dog</th>
      <th>p2</th>
      <th>p2_conf</th>
      <th>p2_dog</th>
      <th>p3</th>
      <th>p3_conf</th>
      <th>p3_dog</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
      <th>dog_type</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>13.0</td>
      <td>10.0</td>
      <td>Phineas</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>13.0</td>
      <td>10.0</td>
      <td>Tilly</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>12.0</td>
      <td>10.0</td>
      <td>Archie</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>13.0</td>
      <td>10.0</td>
      <td>Darla</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>&lt;a href="http://twitter.com/download/iphone" r...</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>12.0</td>
      <td>10.0</td>
      <td>Franklin</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 28 columns</p>
</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
Int64Index: 6579 entries, 0 to 2328
Data columns (total 28 columns):
tweet_id                 6579 non-null int64
in_reply_to_status_id    78 non-null float64
in_reply_to_user_id      78 non-null float64
timestamp                2175 non-null object
source                   2175 non-null object
text                     2175 non-null object
expanded_urls            2117 non-null object
rating_numerator         2175 non-null float64
rating_denominator       2175 non-null float64
name                     2175 non-null object
doggo                    2175 non-null object
floofer                  2175 non-null object
pupper                   2175 non-null object
puppo                    2175 non-null object
jpg_url                  2075 non-null object
img_num                  2075 non-null float64
p1                       2075 non-null object
p1_conf                  2075 non-null float64
p1_dog                   2075 non-null object
p2                       2075 non-null object
p2_conf                  2075 non-null float64
p2_dog                   2075 non-null object
p3                       2075 non-null object
p3_conf                  2075 non-null float64
p3_dog                   2075 non-null object
favorite_count           2329 non-null float64
retweet_count            2329 non-null float64
dog_type                 364 non-null object
dtypes: float64(10), int64(1), object(17)
memory usage: 1.5+ MB
</pre>
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<h3 id="Code-And-Test-:-Remove-the-column-no-longer-uses.">Code And Test : Remove the column no longer uses.<a class="anchor-link" href="#Code-And-Test-:-Remove-the-column-no-longer-uses.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;in_reply_to_status_id&#39;</span><span class="p">,</span> <span class="s1">&#39;in_reply_to_user_id&#39;</span><span class="p">,</span> <span class="s1">&#39;source&#39;</span><span class="p">,</span> <span class="s1">&#39;img_num&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<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>tweet_id</th>
      <th>timestamp</th>
      <th>text</th>
      <th>expanded_urls</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>...</th>
      <th>p1_dog</th>
      <th>p2</th>
      <th>p2_conf</th>
      <th>p2_dog</th>
      <th>p3</th>
      <th>p3_conf</th>
      <th>p3_dog</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
      <th>dog_type</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>2017-08-01 16:23:56 +0000</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>13.0</td>
      <td>10.0</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>2017-08-01 00:17:27 +0000</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>13.0</td>
      <td>10.0</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>2017-07-31 00:18:03 +0000</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>12.0</td>
      <td>10.0</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>2017-07-30 15:58:51 +0000</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>13.0</td>
      <td>10.0</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>2017-07-29 16:00:24 +0000</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>12.0</td>
      <td>10.0</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 24 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
Int64Index: 6579 entries, 0 to 2328
Data columns (total 24 columns):
tweet_id              6579 non-null int64
timestamp             2175 non-null object
text                  2175 non-null object
expanded_urls         2117 non-null object
rating_numerator      2175 non-null float64
rating_denominator    2175 non-null float64
name                  2175 non-null object
doggo                 2175 non-null object
floofer               2175 non-null object
pupper                2175 non-null object
puppo                 2175 non-null object
jpg_url               2075 non-null object
p1                    2075 non-null object
p1_conf               2075 non-null float64
p1_dog                2075 non-null object
p2                    2075 non-null object
p2_conf               2075 non-null float64
p2_dog                2075 non-null object
p3                    2075 non-null object
p3_conf               2075 non-null float64
p3_dog                2075 non-null object
favorite_count        2329 non-null float64
retweet_count         2329 non-null float64
dog_type              364 non-null object
dtypes: float64(7), int64(1), object(16)
memory usage: 1.3+ MB
</pre>
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<h3 id="Code-And-Test-:-Change-tweet_id-from-integer-to-a-String.">Code And Test : Change tweet_id from integer to a String.<a class="anchor-link" href="#Code-And-Test-:-Change-tweet_id-from-integer-to-a-String.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#using astype(str)</span>

<span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;tweet_id&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;tweet_id&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">str</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
Int64Index: 6579 entries, 0 to 2328
Data columns (total 24 columns):
tweet_id              6579 non-null object
timestamp             2175 non-null object
text                  2175 non-null object
expanded_urls         2117 non-null object
rating_numerator      2175 non-null float64
rating_denominator    2175 non-null float64
name                  2175 non-null object
doggo                 2175 non-null object
floofer               2175 non-null object
pupper                2175 non-null object
puppo                 2175 non-null object
jpg_url               2075 non-null object
p1                    2075 non-null object
p1_conf               2075 non-null float64
p1_dog                2075 non-null object
p2                    2075 non-null object
p2_conf               2075 non-null float64
p2_dog                2075 non-null object
p3                    2075 non-null object
p3_conf               2075 non-null float64
p3_dog                2075 non-null object
favorite_count        2329 non-null float64
retweet_count         2329 non-null float64
dog_type              364 non-null object
dtypes: float64(7), object(17)
memory usage: 1.3+ MB
</pre>
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<h3 id="Code-And-Test-:-Change-the-timestamp-to-correct-datetime-format.">Code And Test : Change the timestamp to correct datetime format.<a class="anchor-link" href="#Code-And-Test-:-Change-the-timestamp-to-correct-datetime-format.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># fisrt remove the timezone from timestamp</span>
<span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;timestamp&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;timestamp&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">start</span> <span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">stop</span><span class="o">=</span> <span class="o">-</span><span class="mi">6</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># now convert it into datetime</span>

<span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;timestamp&#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">tweet_datas</span><span class="p">[</span><span class="s1">&#39;timestamp&#39;</span><span class="p">],</span> <span class="nb">format</span><span class="o">=</span><span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2"> %H:%M:%S&quot;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<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>tweet_id</th>
      <th>timestamp</th>
      <th>text</th>
      <th>expanded_urls</th>
      <th>rating_numerator</th>
      <th>rating_denominator</th>
      <th>name</th>
      <th>doggo</th>
      <th>floofer</th>
      <th>pupper</th>
      <th>...</th>
      <th>p1_dog</th>
      <th>p2</th>
      <th>p2_conf</th>
      <th>p2_dog</th>
      <th>p3</th>
      <th>p3_conf</th>
      <th>p3_dog</th>
      <th>favorite_count</th>
      <th>retweet_count</th>
      <th>dog_type</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>0</td>
      <td>892420643555336193</td>
      <td>2017-08-01 16:23:56</td>
      <td>This is Phineas. He's a mystical boy. Only eve...</td>
      <td>https://twitter.com/dog_rates/status/892420643...</td>
      <td>13.0</td>
      <td>10.0</td>
      <td>Phineas</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>1</td>
      <td>892177421306343426</td>
      <td>2017-08-01 00:17:27</td>
      <td>This is Tilly. She's just checking pup on you....</td>
      <td>https://twitter.com/dog_rates/status/892177421...</td>
      <td>13.0</td>
      <td>10.0</td>
      <td>Tilly</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>2</td>
      <td>891815181378084864</td>
      <td>2017-07-31 00:18:03</td>
      <td>This is Archie. He is a rare Norwegian Pouncin...</td>
      <td>https://twitter.com/dog_rates/status/891815181...</td>
      <td>12.0</td>
      <td>10.0</td>
      <td>Archie</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>3</td>
      <td>891689557279858688</td>
      <td>2017-07-30 15:58:51</td>
      <td>This is Darla. She commenced a snooze mid meal...</td>
      <td>https://twitter.com/dog_rates/status/891689557...</td>
      <td>13.0</td>
      <td>10.0</td>
      <td>Darla</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <td>4</td>
      <td>891327558926688256</td>
      <td>2017-07-29 16:00:24</td>
      <td>This is Franklin. He would like you to stop ca...</td>
      <td>https://twitter.com/dog_rates/status/891327558...</td>
      <td>12.0</td>
      <td>10.0</td>
      <td>Franklin</td>
      <td>None</td>
      <td>None</td>
      <td>None</td>
      <td>...</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 24 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">info</span><span class="p">()</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
Int64Index: 6579 entries, 0 to 2328
Data columns (total 24 columns):
tweet_id              6579 non-null object
timestamp             2175 non-null datetime64[ns]
text                  2175 non-null object
expanded_urls         2117 non-null object
rating_numerator      2175 non-null float64
rating_denominator    2175 non-null float64
name                  2175 non-null object
doggo                 2175 non-null object
floofer               2175 non-null object
pupper                2175 non-null object
puppo                 2175 non-null object
jpg_url               2075 non-null object
p1                    2075 non-null object
p1_conf               2075 non-null float64
p1_dog                2075 non-null object
p2                    2075 non-null object
p2_conf               2075 non-null float64
p2_dog                2075 non-null object
p3                    2075 non-null object
p3_conf               2075 non-null float64
p3_dog                2075 non-null object
favorite_count        2329 non-null float64
retweet_count         2329 non-null float64
dog_type              364 non-null object
dtypes: datetime64[ns](1), float64(7), object(16)
memory usage: 1.3+ MB
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<h3 id="Code-And-Test-:-Correct-the-naming-issue.">Code And Test : Correct the naming issue.<a class="anchor-link" href="#Code-And-Test-:-Correct-the-naming-issue.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;name&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;name&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">&#39;^[a-z]+&#39;</span><span class="p">,</span> <span class="s1">&#39;None&#39;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>None       784
Lucy        11
Charlie     11
Oliver      10
Cooper      10
          ... 
Kawhi        1
Noosh        1
Pavlov       1
Jarod        1
Pipsy        1
Name: name, Length: 931, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
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<pre>25         NaN
870       None
842        NaN
510        Moe
0          NaN
301     Oliver
612        NaN
657        NaN
730       None
1714      None
Name: name, dtype: object</pre>
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<h3 id="Code-And-Test-:-Standardize-the-Dog-ratings.">Code And Test : Standardize the Dog ratings.<a class="anchor-link" href="#Code-And-Test-:-Standardize-the-Dog-ratings.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;rating_numerator&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;rating_numerator&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;rating_denominator&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;rating_denominator&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
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<pre>&lt;class &#39;pandas.core.frame.DataFrame&#39;&gt;
Int64Index: 6579 entries, 0 to 2328
Data columns (total 24 columns):
tweet_id              6579 non-null object
timestamp             2175 non-null datetime64[ns]
text                  2175 non-null object
expanded_urls         2117 non-null object
rating_numerator      2175 non-null float64
rating_denominator    2175 non-null float64
name                  2175 non-null object
doggo                 2175 non-null object
floofer               2175 non-null object
pupper                2175 non-null object
puppo                 2175 non-null object
jpg_url               2075 non-null object
p1                    2075 non-null object
p1_conf               2075 non-null float64
p1_dog                2075 non-null object
p2                    2075 non-null object
p2_conf               2075 non-null float64
p2_dog                2075 non-null object
p3                    2075 non-null object
p3_conf               2075 non-null float64
p3_dog                2075 non-null object
favorite_count        2329 non-null float64
retweet_count         2329 non-null float64
dog_type              364 non-null object
dtypes: datetime64[ns](1), float64(7), object(16)
memory usage: 1.3+ MB
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># For loop to gather all the indices, text and rating for the tweet that contain decimal in numerator</span>

<span class="kn">import</span> <span class="nn">re</span>


<span class="n">rating_decimal</span> <span class="o">=</span> <span class="p">[]</span>

<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">text</span> <span class="ow">in</span> <span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;text&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">iteritems</span><span class="p">():</span>

    <span class="n">rating_decimal</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">re</span><span class="o">.</span><span class="n">search</span><span class="p">(</span><span class="s1">&#39;\d+\.\d+&#39;</span><span class="p">))</span>
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<span class="ansi-red-intense-fg ansi-bold">---------------------------------------------------------------------------</span>
<span class="ansi-red-intense-fg ansi-bold">TypeError</span>                                 Traceback (most recent call last)
<span class="ansi-green-intense-fg ansi-bold">&lt;ipython-input-68-652fe9c2be7e&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span>
<span class="ansi-green-fg">      8</span> <span class="ansi-green-intense-fg ansi-bold">for</span> i<span class="ansi-yellow-intense-fg ansi-bold">,</span> text <span class="ansi-green-intense-fg ansi-bold">in</span> tweet_datas<span class="ansi-yellow-intense-fg ansi-bold">[</span><span class="ansi-blue-intense-fg ansi-bold">&#39;text&#39;</span><span class="ansi-yellow-intense-fg ansi-bold">]</span><span class="ansi-yellow-intense-fg ansi-bold">.</span>iteritems<span class="ansi-yellow-intense-fg ansi-bold">(</span><span class="ansi-yellow-intense-fg ansi-bold">)</span><span class="ansi-yellow-intense-fg ansi-bold">:</span>
<span class="ansi-green-fg">      9</span> 
<span class="ansi-green-intense-fg ansi-bold">---&gt; 10</span><span class="ansi-yellow-intense-fg ansi-bold">     </span>rating_decimal<span class="ansi-yellow-intense-fg ansi-bold">.</span>append<span class="ansi-yellow-intense-fg ansi-bold">(</span>re<span class="ansi-yellow-intense-fg ansi-bold">.</span>search<span class="ansi-yellow-intense-fg ansi-bold">(</span><span class="ansi-blue-intense-fg ansi-bold">&#39;\d+\.\d+&#39;</span><span class="ansi-yellow-intense-fg ansi-bold">)</span><span class="ansi-yellow-intense-fg ansi-bold">)</span>

<span class="ansi-red-intense-fg ansi-bold">TypeError</span>: search() missing 1 required positional argument: &#39;string&#39;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="mi">40</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">Image</span>

<span class="n">Image</span><span class="p">(</span><span class="n">url</span><span class="o">=</span><span class="s1">&#39;https://pbs.twimg.com/media/CUCQTpEWEAA7EDz.jpg&#39;</span><span class="p">)</span>
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<h4 id="This-is-Kevin.-He's-just-so-happy-with-the-ratings-!">This is Kevin. He's just so happy with the ratings !<a class="anchor-link" href="#This-is-Kevin.-He's-just-so-happy-with-the-ratings-!">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="mi">248</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="mi">248</span><span class="p">][</span><span class="s1">&#39;jpg_url&#39;</span><span class="p">]</span>
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<pre>248                                                NaN
248    https://pbs.twimg.com/media/CU64WOlWcAA37TV.jpg
248                                                NaN
Name: jpg_url, dtype: object</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;rating&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">10</span><span class="o">*</span><span class="p">(</span><span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;rating_numerator&#39;</span><span class="p">]</span><span class="o">/</span><span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;rating_denominator&#39;</span><span class="p">])</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">rating</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
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<pre>count    2175.0
mean        inf
std         NaN
min         0.0
25%        10.0
50%        11.0
75%        12.0
max         inf
Name: rating, dtype: float64</pre>
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<pre>0    13.0
1    13.0
2    12.0
3    13.0
4    12.0
Name: rating, dtype: float64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># 9 - Code</span>
<span class="n">tweet_datas</span><span class="p">[</span><span class="s1">&#39;dog_breed&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="s1">&#39;None&#39;</span>

<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">tweet_datas</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>

    <span class="k">if</span> <span class="n">row</span><span class="o">.</span><span class="n">p1_dog</span><span class="p">:</span>
        <span class="n">tweet_datas</span><span class="o">.</span><span class="n">set_value</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="s1">&#39;dog_breed&#39;</span><span class="p">,</span> <span class="n">row</span><span class="o">.</span><span class="n">p1</span><span class="p">)</span>
    <span class="k">elif</span> <span class="n">row</span><span class="o">.</span><span class="n">p2_dog</span> <span class="ow">and</span> <span class="n">row</span><span class="o">.</span><span class="n">rating_numerator</span> <span class="o">&gt;=</span> <span class="mi">10</span><span class="p">:</span>
        <span class="n">tweet_datas</span><span class="o">.</span><span class="n">set_value</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="s1">&#39;dog_breed&#39;</span><span class="p">,</span> <span class="n">row</span><span class="o">.</span><span class="n">p2</span><span class="p">)</span>
    <span class="k">elif</span> <span class="n">row</span><span class="o">.</span><span class="n">p3_dog</span> <span class="ow">and</span> <span class="n">row</span><span class="o">.</span><span class="n">rating_numerator</span> <span class="o">&gt;=</span> <span class="mi">10</span><span class="p">:</span>
        <span class="n">tweet_datas</span><span class="o">.</span><span class="n">set_value</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="s1">&#39;dog_breed&#39;</span><span class="p">,</span> <span class="n">row</span><span class="o">.</span><span class="n">p3</span><span class="p">)</span>
    <span class="k">else</span><span class="p">:</span>
        <span class="n">tweet_datas</span><span class="o">.</span><span class="n">set_value</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="s1">&#39;dog_breed&#39;</span><span class="p">,</span> <span class="s1">&#39;None&#39;</span><span class="p">)</span>
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<pre>C:\Users\Lenovo\AppData\Roaming\Python\Python37\site-packages\ipykernel_launcher.py:7: FutureWarning: set_value is deprecated and will be removed in a future release. Please use .at[] or .iat[] accessors instead
  import sys
C:\Users\Lenovo\AppData\Roaming\Python\Python37\site-packages\ipykernel_launcher.py:13: FutureWarning: set_value is deprecated and will be removed in a future release. Please use .at[] or .iat[] accessors instead
  del sys.path[0]
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">dog_breed</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<pre>0    NaN
1    NaN
2    NaN
3    NaN
4    NaN
Name: dog_breed, dtype: object</pre>
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<h1 id="storing,-Analyzing-and-Vizualizing-Data">storing, Analyzing and Vizualizing Data<a class="anchor-link" href="#storing,-Analyzing-and-Vizualizing-Data">&#182;</a></h1>
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<ol>
    <li>Vizualizing the total number of tweets overtime to observe the change in it.</li>
    <li>Vizualizing retweet count and favourite count comparision over time.</li>
    <li>Vizualizing the most popular Dog breed</li>
    <li>Vizualizing the most popular dog namw.</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="s1">&#39;twitter_archive_master.csv&#39;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span> <span class="s1">&#39;utf-8&#39;</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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<h3 id="Vizualizing-the-total-number-of-tweets-overtime-to-observe-the-change-in-it.">Vizualizing the total number of tweets overtime to observe the change in it.<a class="anchor-link" href="#Vizualizing-the-total-number-of-tweets-overtime-to-observe-the-change-in-it.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">timestamp</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">tweet_datas</span><span class="p">[</span><span class="s1">&#39;timestamp&#39;</span><span class="p">],</span> <span class="nb">format</span><span class="o">=</span><span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1"> %H:%M:%S.</span><span class="si">%f</span><span class="s1">&#39;</span><span class="p">)</span>

<span class="n">monthly_tweets</span> <span class="o">=</span> <span class="n">tweet_datas</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">pd</span><span class="o">.</span><span class="n">Grouper</span><span class="p">(</span><span class="n">key</span> <span class="o">=</span> <span class="s1">&#39;timestamp&#39;</span><span class="p">,</span> <span class="n">freq</span><span class="o">=</span>  <span class="s1">&#39;M&#39;</span><span class="p">))</span><span class="o">.</span><span class="n">count</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>

<span class="n">monthly_tweets</span> <span class="o">=</span> <span class="n">monthly_tweets</span><span class="p">[[</span><span class="s1">&#39;timestamp&#39;</span><span class="p">,</span> <span class="s1">&#39;tweet_id&#39;</span><span class="p">]]</span>

<span class="n">monthly_tweets</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>

<span class="n">monthly_tweets</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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<pre>tweet_id    2175
dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># plot time vs tweet</span>

<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>

<span class="c1"># plt.xlim([datetime.date(2015,11,30), datetime(2017,7,30)])</span>

<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Year and Month&#39;</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Tweets Count&#39;</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">monthly_tweets</span><span class="o">.</span><span class="n">timestamp</span><span class="p">,</span> <span class="n">monthly_tweets</span><span class="o">.</span><span class="n">tweet_id</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;WeRateDogs Tweets over Time&#39;</span><span class="p">);</span>
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<pre>C:\Users\Lenovo\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\converter.py:103: FutureWarning: Using an implicitly registered datetime converter for a matplotlib plotting method. The converter was registered by pandas on import. Future versions of pandas will require you to explicitly register matplotlib converters.

To register the converters:
	&gt;&gt;&gt; from pandas.plotting import register_matplotlib_converters
	&gt;&gt;&gt; register_matplotlib_converters()
  warnings.warn(msg, FutureWarning)
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<blockquote><p>over the time the graph decreases rapidly. its no peak on 2016-01 and then decreasaes rapidly to 2017-10</p>
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<h3 id="Analyze-and-Visualize:-Visualizing-the-retweet-counts,-and-favorite-counts-comparison-over-time.">Analyze and Visualize: Visualizing the retweet counts, and favorite counts comparison over time.<a class="anchor-link" href="#Analyze-and-Visualize:-Visualizing-the-retweet-counts,-and-favorite-counts-comparison-over-time.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Scatterplot of retweets vs favorite count</span>

<span class="n">sns</span><span class="o">.</span><span class="n">lmplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span> <span class="s1">&#39;retweet_count&#39;</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="s1">&#39;favorite_count&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span> <span class="n">tweet_datas</span><span class="p">,</span> <span class="n">size</span> <span class="o">=</span> <span class="mi">5</span><span class="p">,</span> 
           <span class="n">aspect</span> <span class="o">=</span> <span class="mf">1.3</span><span class="p">,</span> <span class="n">scatter_kws</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;alpha&#39;</span><span class="p">:</span><span class="mi">1</span><span class="o">/</span><span class="mi">5</span><span class="p">})</span>

<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Favorite Count vs. Retweet Count&#39;</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Retweet Count&#39;</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Favorite Count&#39;</span><span class="p">);</span>
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<blockquote><p>favourite count are co related with retweet count. This is a positive co relation.</p>
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<h3 id="Analyze-and-Visualize:-Visualizing-the-most-popular-dog-breed">Analyze and Visualize: Visualizing the most popular dog breed<a class="anchor-link" href="#Analyze-and-Visualize:-Visualizing-the-most-popular-dog-breed">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">dog_type</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>pupper     244
doggo       84
puppo       32
floofer      4
Name: dog_type, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># dog_breed = tweet_datas.groupby(&#39;dog_breed&#39;).filter(lambda x: len(x)&gt;=25)</span>

<span class="n">tweet_datas</span><span class="o">.</span><span class="n">dog_type</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span> <span class="o">=</span> <span class="s1">&#39;barh&#39;</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Most Rated Dog Breed&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Count&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Breed of dog&#39;</span><span class="p">);</span>
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<blockquote><p>pupper is the most popular dog breed.</p>
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<h3 id="Analyze-and-Visualize:-Visualizing-the-most-popular-dog-names&#182;">Analyze and Visualize: Visualizing the most popular dog names&#182;<a class="anchor-link" href="#Analyze-and-Visualize:-Visualizing-the-most-popular-dog-names&#182;">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tweet_datas</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()[</span><span class="mi">0</span><span class="p">:</span><span class="mi">7</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="s1">&#39;barh&#39;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">8</span><span class="p">),</span> <span class="n">title</span><span class="o">=</span><span class="s1">&#39;Most Common Dog Names&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Number of Dogs&quot;</span><span class="p">);</span>
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<pre>C:\Users\Lenovo\AppData\Roaming\Python\Python37\site-packages\ipykernel_launcher.py:1: FutureWarning: `Series.plot()` should not be called with positional arguments, only keyword arguments. The order of positional arguments will change in the future. Use `Series.plot(kind=&#39;barh&#39;)` instead of `Series.plot(&#39;barh&#39;,)`.
  &#34;&#34;&#34;Entry point for launching an IPython kernel.
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