notebooks/2016-08-13-irio-descriptive-analysis.html

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 20ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline
<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">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">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">data</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;../data/2016-08-08-last-year.xz&#39;</span><span class="p">,</span>
                   <span class="n">parse_dates</span><span class="o">=</span><span class="p">[</span><span class="mi">16</span><span class="p">],</span>
                   <span class="n">dtype</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;document_id&#39;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">str</span><span class="p">,</span>
                          <span class="s1">&#39;congressperson_id&#39;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">str</span><span class="p">,</span>
                          <span class="s1">&#39;congressperson_document&#39;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">str</span><span class="p">,</span>
                          <span class="s1">&#39;term_id&#39;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">str</span><span class="p">,</span>
                          <span class="s1">&#39;cnpj_cpf&#39;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">str</span><span class="p">,</span>
                          <span class="s1">&#39;reimbursement_number&#39;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">str</span><span class="p">})</span>
</pre></div>

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<p>There are 374,484 expenses reimbursed in the past year.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
</pre></div>

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<pre>(374484, 29)
</pre>
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<div class="prompt input_prompt">In&nbsp;[4]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">data</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
</pre></div>

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<div class="output_area"><div class="prompt output_prompt">Out[4]:</div>

<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>document_id</th>
      <th>congressperson_name</th>
      <th>congressperson_id</th>
      <th>congressperson_document</th>
      <th>term</th>
      <th>state</th>
      <th>party</th>
      <th>term_id</th>
      <th>subquota_number</th>
      <th>subquota_description</th>
      <th>...</th>
      <th>net_value</th>
      <th>month</th>
      <th>year</th>
      <th>installment</th>
      <th>passenger</th>
      <th>leg_of_the_trip</th>
      <th>batch_number</th>
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      <th>0</th>
      <td>5886345</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>1</td>
      <td>Maintenance of office supporting parliamentary...</td>
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      <td>165.65</td>
      <td>11</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
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      <td>5294</td>
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      <td>3074</td>
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    <tr>
      <th>1</th>
      <td>5886361</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>1</td>
      <td>Maintenance of office supporting parliamentary...</td>
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      <td>59.48</td>
      <td>12</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
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    <tr>
      <th>2</th>
      <td>5886341</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>1</td>
      <td>Maintenance of office supporting parliamentary...</td>
      <td>...</td>
      <td>130.95</td>
      <td>11</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
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      <td>1255355</td>
      <td>5294</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
    <tr>
      <th>3</th>
      <td>5928783</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>1</td>
      <td>Maintenance of office supporting parliamentary...</td>
      <td>...</td>
      <td>193.06</td>
      <td>12</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
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      <td>1268867</td>
      <td>5370</td>
      <td>NaN</td>
      <td>3074</td>
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      <th>4</th>
      <td>5608486</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>1</td>
      <td>Maintenance of office supporting parliamentary...</td>
      <td>...</td>
      <td>310.25</td>
      <td>2</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1168538</td>
      <td>4966</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 29 columns</p>
</div>
</div>

</div>

</div>
</div>

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<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In&nbsp;[5]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">data</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
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<pre>document_id                                                             5886345
congressperson_name                                           ABEL MESQUITA JR.
congressperson_id                                                        178957
congressperson_document                                                       1
term                                                                       2015
state                                                                        RR
party                                                                       DEM
term_id                                                                      55
subquota_number                                                               1
subquota_description          Maintenance of office supporting parliamentary...
subquota_group_id                                                             0
subquota_group_description                                                  NaN
supplier                                COMPANHIA DE AGUAS E ESGOTOS DE RORAIMA
cnpj_cpf                                                         05939467000115
document_number                                                0010100910378000
document_type                                                                 0
issue_date                                                  2015-11-14 00:00:00
document_value                                                           165.65
remark_value                                                                  0
net_value                                                                165.65
month                                                                        11
year                                                                       2015
installment                                                                   0
passenger                                                                   NaN
leg_of_the_trip                                                             NaN
batch_number                                                            1255355
reimbursement_number                                                       5294
reimbursement_value                                                         NaN
applicant_id                                                               3074
Name: 0, dtype: object</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">change_type_to_category</span><span class="p">(</span><span class="n">column</span><span class="p">):</span>
    <span class="n">data</span><span class="p">[</span><span class="n">column</span><span class="p">]</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">column</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;category&#39;</span><span class="p">)</span>

<span class="n">category_columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;congressperson_id&#39;</span><span class="p">,</span>
       <span class="s1">&#39;state&#39;</span><span class="p">,</span> <span class="s1">&#39;party&#39;</span><span class="p">,</span> <span class="s1">&#39;term_id&#39;</span><span class="p">,</span>
       <span class="s1">&#39;subquota_number&#39;</span><span class="p">,</span> <span class="s1">&#39;subquota_group_id&#39;</span><span class="p">,</span>
       <span class="s1">&#39;document_type&#39;</span><span class="p">,</span> <span class="s1">&#39;applicant_id&#39;</span><span class="p">,</span> <span class="s1">&#39;congressperson_name&#39;</span><span class="p">]</span>

<span class="p">[</span><span class="n">change_type_to_category</span><span class="p">(</span><span class="n">column</span><span class="p">)</span> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">category_columns</span><span class="p">];</span> <span class="kc">None</span>
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<p>Last year, R$213,668,049.56 were spent without public bidding. On average, each of the 374,484 expenses had a value of 570 Reais.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
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<pre>count    374484.000000
mean        570.566565
std        1993.167639
min       -9240.770000
25%          45.000000
50%         134.310000
75%         481.000000
max      189600.000000
Name: net_value, dtype: float64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
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<pre>213668049.56999993</pre>
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<p>Data seems to contain outliers. Negative net values and other records in the range of hundreds of thousands of Reais.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">distplot</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">])</span>
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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x114f98128&gt;</pre>
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"
>
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<p>Most expensive document reimbursed by the government: R$189,600.00</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">most_expensive_reimbursement</span> <span class="o">=</span> \
    <span class="n">data</span><span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">max</span><span class="p">()]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">most_expensive_reimbursement</span>
</pre></div>

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<pre>document_id                                               5884288
congressperson_name                           ARNALDO FARIA DE SÁ
congressperson_id                                           73434
congressperson_document                                       337
term                                                         2015
state                                                          SP
party                                                         PTB
term_id                                                        55
subquota_number                                                 5
subquota_description          Publicity of parliamentary activity
subquota_group_id                                               0
subquota_group_description                                    NaN
supplier                                      GRÁFICA TRÊS PONTAS
cnpj_cpf                                           54450705000130
document_number                                          00012480
document_type                                                   0
issue_date                                    2015-12-18 00:00:00
document_value                                             189600
remark_value                                                    0
net_value                                                  189600
month                                                          12
year                                                         2015
installment                                                     0
passenger                                                     NaN
leg_of_the_trip                                               NaN
batch_number                                              1254689
reimbursement_number                                         5266
reimbursement_value                                           NaN
applicant_id                                                  292
Name: 32353, dtype: object</pre>
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<h2 id="Negative-net-values">Negative net values<a class="anchor-link" href="#Negative-net-values">&#182;</a></h2>
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<p>Talking about negative values...</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">negative_net_values</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">negative_net_values</span><span class="p">),</span> <span class="nb">len</span><span class="p">(</span><span class="n">negative_net_values</span><span class="p">)</span> <span class="o">/</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">))</span>
</pre></div>

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<pre>17646 0.047120838273464284
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">distplot</span><span class="p">(</span><span class="n">negative_net_values</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">])</span>
</pre></div>

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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x118567550&gt;</pre>
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gg==
"
>
</div>

</div>

</div>
</div>

</div>
<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">
<p>Not really sure what they mean.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[13]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">negative_net_values</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt output_prompt">Out[13]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>document_id                                   NaN
congressperson_name               AFONSO FLORENCE
congressperson_id                          160508
congressperson_document                       182
term                                         2015
state                                          BA
party                                          PT
term_id                                        55
subquota_number                               999
subquota_description          Flight ticket issue
subquota_group_id                               0
subquota_group_description                    NaN
supplier                          Cia Aérea - GOL
cnpj_cpf                           07575651000159
document_number                   Bilhete: MYJH2Y
document_type                                   0
issue_date                    2015-09-18 00:00:00
document_value                            -356.73
remark_value                                    0
net_value                                 -356.73
month                                           9
year                                         2015
installment                                     0
passenger                         AFONSO FLORENCE
leg_of_the_trip                           BSB/BSB
batch_number                                    0
reimbursement_number                            0
reimbursement_value                           NaN
applicant_id                                 2406
Name: 5398, dtype: object</pre>
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<p><a href="https://github.com/datasciencebr/serenata-de-amor/pull/24#issuecomment-242992477">According to Eduardo Cuducos</a> on a pull request and the official documentation, negative values comprehend flight tickets issued but not used.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">negative_net_values</span><span class="p">[</span><span class="s1">&#39;subquota_description&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
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<pre>array([&#39;Flight ticket issue&#39;], dtype=object)</pre>
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<p>In this specific case, it seems that Afonso Florence purchased a flight ticket of R\$ 556,73. When canceled it, the returned amount was just R\$ 356.73, generating a cancellation cost of R\$200 (or 64%).</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">flight_tickets</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;document_number&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;Bilhete: MYJH2Y&#39;</span><span class="p">]</span>
<span class="n">flight_tickets</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
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<pre>document_id                                   NaN
congressperson_name               AFONSO FLORENCE
congressperson_id                          160508
congressperson_document                       182
term                                         2015
state                                          BA
party                                          PT
term_id                                        55
subquota_number                               999
subquota_description          Flight ticket issue
subquota_group_id                               0
subquota_group_description                    NaN
supplier                          Cia Aérea - GOL
cnpj_cpf                           07575651000159
document_number                   Bilhete: MYJH2Y
document_type                                   0
issue_date                    2015-09-10 00:00:00
document_value                             556.73
remark_value                                    0
net_value                                  556.73
month                                           9
year                                         2015
installment                                     0
passenger                         AFONSO FLORENCE
leg_of_the_trip                           BSB/SSA
batch_number                                    0
reimbursement_number                            0
reimbursement_value                           NaN
applicant_id                                 2406
Name: 5397, dtype: object</pre>
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<pre>document_id                                   NaN
congressperson_name               AFONSO FLORENCE
congressperson_id                          160508
congressperson_document                       182
term                                         2015
state                                          BA
party                                          PT
term_id                                        55
subquota_number                               999
subquota_description          Flight ticket issue
subquota_group_id                               0
subquota_group_description                    NaN
supplier                          Cia Aérea - GOL
cnpj_cpf                           07575651000159
document_number                   Bilhete: MYJH2Y
document_type                                   0
issue_date                    2015-09-18 00:00:00
document_value                            -356.73
remark_value                                    0
net_value                                 -356.73
month                                           9
year                                         2015
installment                                     0
passenger                         AFONSO FLORENCE
leg_of_the_trip                           BSB/BSB
batch_number                                    0
reimbursement_number                            0
reimbursement_value                           NaN
applicant_id                                 2406
Name: 5398, dtype: object</pre>
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<h2 id="Long-(right)-tail">Long (right) tail<a class="anchor-link" href="#Long-(right)-tail">&#182;</a></h2>
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<p>Let's try to remove outliers.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">dist_range</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span> <span class="o">+</span> <span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">std</span><span class="p">()</span> <span class="o">*</span> <span class="mi">3</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">r_</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span>
<span class="n">wo_outliers</span> <span class="o">=</span> \
    <span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span> <span class="o">&gt;=</span> <span class="n">dist_range</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span> <span class="o">&lt;=</span> <span class="n">dist_range</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
<span class="n">data_wo_outliers</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">wo_outliers</span><span class="p">]</span>
<span class="n">sns</span><span class="o">.</span><span class="n">distplot</span><span class="p">(</span><span class="n">data_wo_outliers</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">])</span>
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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x11472cd30&gt;</pre>
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<h3 id="Top-45%">Top 45%<a class="anchor-link" href="#Top-45%">&#182;</a></h3>
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<p>45% of the dataset have net values larger than 3 standard deviations from the mean. Meaning: tail does not contain just a few outliers, but a good portion of the dataset. Let's study what is contained in this long tail (greater than 3 stds).</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">outliers</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="o">~</span><span class="n">data</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">data_wo_outliers</span><span class="p">)[</span><span class="s1">&#39;document_id&#39;</span><span class="p">]]</span>
<span class="nb">print</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">outliers</span><span class="p">),</span> <span class="nb">len</span><span class="p">(</span><span class="n">outliers</span><span class="p">)</span> <span class="o">/</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">))</span>
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<pre>170204 0.4545027290885592
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">outliers</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<div>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>document_id</th>
      <th>congressperson_name</th>
      <th>congressperson_id</th>
      <th>congressperson_document</th>
      <th>term</th>
      <th>state</th>
      <th>party</th>
      <th>term_id</th>
      <th>subquota_number</th>
      <th>subquota_description</th>
      <th>...</th>
      <th>net_value</th>
      <th>month</th>
      <th>year</th>
      <th>installment</th>
      <th>passenger</th>
      <th>leg_of_the_trip</th>
      <th>batch_number</th>
      <th>reimbursement_number</th>
      <th>reimbursement_value</th>
      <th>applicant_id</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>76</th>
      <td>5851959</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>4</td>
      <td>Consultancy, research and technical work</td>
      <td>...</td>
      <td>18000.0</td>
      <td>11</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1244585</td>
      <td>5242</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
    <tr>
      <th>77</th>
      <td>5887522</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>4</td>
      <td>Consultancy, research and technical work</td>
      <td>...</td>
      <td>18000.0</td>
      <td>12</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1255689</td>
      <td>5298</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
    <tr>
      <th>78</th>
      <td>5920934</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>4</td>
      <td>Consultancy, research and technical work</td>
      <td>...</td>
      <td>18000.0</td>
      <td>12</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1266231</td>
      <td>5422</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
    <tr>
      <th>79</th>
      <td>5761747</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>4</td>
      <td>Consultancy, research and technical work</td>
      <td>...</td>
      <td>20000.0</td>
      <td>7</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1217319</td>
      <td>5124</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
    <tr>
      <th>80</th>
      <td>5793677</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>4</td>
      <td>Consultancy, research and technical work</td>
      <td>...</td>
      <td>20000.0</td>
      <td>8</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1226779</td>
      <td>5170</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 29 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">outliers</span><span class="p">[</span><span class="s1">&#39;subquota_description&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
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<pre>count                  170204
unique                     14
top       Flight ticket issue
freq                   116993
Name: subquota_description, dtype: object</pre>
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<p>Let's build a ranking of expenses with higher values.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">functools</span> <span class="k">import</span> <span class="n">partial</span>

<span class="n">subquota_number_ranking</span> <span class="o">=</span> <span class="n">outliers</span><span class="o">.</span> \
    <span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;subquota_number&#39;</span><span class="p">,</span> <span class="n">as_index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span> \
    <span class="n">agg</span><span class="p">({</span><span class="s1">&#39;net_value&#39;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">nansum</span><span class="p">})</span>
<span class="n">subquotas</span> <span class="o">=</span> <span class="n">data</span><span class="p">[[</span><span class="s1">&#39;subquota_number&#39;</span><span class="p">,</span> <span class="s1">&#39;subquota_description&#39;</span><span class="p">]]</span><span class="o">.</span> \
    <span class="n">drop_duplicates</span><span class="p">(</span><span class="s1">&#39;subquota_number&#39;</span><span class="p">,</span> <span class="n">keep</span><span class="o">=</span><span class="s1">&#39;first&#39;</span><span class="p">)</span>
<span class="n">subquota_number_ranking</span> <span class="o">=</span> \
    <span class="n">pd</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">subquota_number_ranking</span><span class="p">,</span>
             <span class="n">subquotas</span><span class="p">,</span>
             <span class="n">how</span><span class="o">=</span><span class="s1">&#39;left&#39;</span><span class="p">,</span>
             <span class="n">on</span><span class="o">=</span><span class="s1">&#39;subquota_number&#39;</span><span class="p">)</span><span class="o">.</span> \
    <span class="n">sort_values</span><span class="p">(</span><span class="s1">&#39;net_value&#39;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">subquota_number_ranking</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>subquota_number</th>
      <th>net_value</th>
      <th>subquota_description</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>17</th>
      <td>999</td>
      <td>48229356.25</td>
      <td>Flight ticket issue</td>
    </tr>
    <tr>
      <th>3</th>
      <td>5</td>
      <td>34730760.81</td>
      <td>Publicity of parliamentary activity</td>
    </tr>
    <tr>
      <th>2</th>
      <td>4</td>
      <td>16952282.42</td>
      <td>Consultancy, research and technical work</td>
    </tr>
    <tr>
      <th>12</th>
      <td>120</td>
      <td>8362929.39</td>
      <td>Automotive vehicle renting or charter</td>
    </tr>
    <tr>
      <th>6</th>
      <td>10</td>
      <td>5103956.53</td>
      <td>Telecommunication</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;subquota_description&#39;</span><span class="p">,</span>
            <span class="n">y</span><span class="o">=</span><span class="s1">&#39;net_value&#39;</span><span class="p">,</span>
            <span class="n">data</span><span class="o">=</span><span class="n">subquota_number_ranking</span><span class="o">.</span><span class="n">head</span><span class="p">())</span>
<span class="n">locs</span><span class="p">,</span> <span class="n">labels</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">setp</span><span class="p">(</span><span class="n">labels</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">90</span><span class="p">);</span> <span class="kc">None</span>
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<h3 id="Top-1%">Top 1%<a class="anchor-link" href="#Top-1%">&#182;</a></h3>
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<p>How the top 1% look like?</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">top_1_percent_num</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="o">.</span><span class="mi">01</span> <span class="o">*</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">))</span>
<span class="n">top_1_percent</span> <span class="o">=</span> <span class="n">data</span><span class="o">.</span> \
    <span class="n">sort_values</span><span class="p">(</span><span class="s1">&#39;net_value&#39;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span> \
    <span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="n">top_1_percent_num</span> <span class="o">+</span> <span class="mi">1</span><span class="p">]</span>

<span class="n">top_1_percent_subquota_ranking</span> <span class="o">=</span> <span class="n">top_1_percent</span><span class="o">.</span> \
    <span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;subquota_number&#39;</span><span class="p">,</span> <span class="n">as_index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span> \
    <span class="n">agg</span><span class="p">({</span><span class="s1">&#39;net_value&#39;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">nansum</span><span class="p">})</span>
<span class="n">top_1_percent_subquota_ranking</span> <span class="o">=</span> \
    <span class="n">pd</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">top_1_percent_subquota_ranking</span><span class="p">,</span>
             <span class="n">subquotas</span><span class="p">,</span>
             <span class="n">how</span><span class="o">=</span><span class="s1">&#39;left&#39;</span><span class="p">,</span>
             <span class="n">on</span><span class="o">=</span><span class="s1">&#39;subquota_number&#39;</span><span class="p">)</span><span class="o">.</span> \
    <span class="n">sort_values</span><span class="p">(</span><span class="s1">&#39;net_value&#39;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">top_1_percent_subquota_ranking</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table border="1" class="dataframe">
  <thead>
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      <th></th>
      <th>subquota_number</th>
      <th>net_value</th>
      <th>subquota_description</th>
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  </thead>
  <tbody>
    <tr>
      <th>3</th>
      <td>5</td>
      <td>31241274.99</td>
      <td>Publicity of parliamentary activity</td>
    </tr>
    <tr>
      <th>2</th>
      <td>4</td>
      <td>14737527.82</td>
      <td>Consultancy, research and technical work</td>
    </tr>
    <tr>
      <th>12</th>
      <td>120</td>
      <td>5121283.86</td>
      <td>Automotive vehicle renting or charter</td>
    </tr>
    <tr>
      <th>11</th>
      <td>119</td>
      <td>1754436.23</td>
      <td>Aircraft renting or charter of aircraft</td>
    </tr>
    <tr>
      <th>0</th>
      <td>1</td>
      <td>1728364.32</td>
      <td>Maintenance of office supporting parliamentary...</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;subquota_description&#39;</span><span class="p">,</span>
            <span class="n">y</span><span class="o">=</span><span class="s1">&#39;net_value&#39;</span><span class="p">,</span>
            <span class="n">data</span><span class="o">=</span><span class="n">top_1_percent_subquota_ranking</span><span class="o">.</span><span class="n">head</span><span class="p">())</span>
<span class="n">locs</span><span class="p">,</span> <span class="n">labels</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">setp</span><span class="p">(</span><span class="n">labels</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">90</span><span class="p">);</span> <span class="kc">None</span>
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>
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<p>This is the most expensive reimbursement from last year: R$189,600 for printing 120,000 units of something about the Elderly Statute.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">most_expensive_reimbursement</span>
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<pre>document_id                                               5884288
congressperson_name                           ARNALDO FARIA DE SÁ
congressperson_id                                           73434
congressperson_document                                       337
term                                                         2015
state                                                          SP
party                                                         PTB
term_id                                                        55
subquota_number                                                 5
subquota_description          Publicity of parliamentary activity
subquota_group_id                                               0
subquota_group_description                                    NaN
supplier                                      GRÁFICA TRÊS PONTAS
cnpj_cpf                                           54450705000130
document_number                                          00012480
document_type                                                   0
issue_date                                    2015-12-18 00:00:00
document_value                                             189600
remark_value                                                    0
net_value                                                  189600
month                                                          12
year                                                         2015
installment                                                     0
passenger                                                     NaN
leg_of_the_trip                                               NaN
batch_number                                              1254689
reimbursement_number                                         5266
reimbursement_value                                           NaN
applicant_id                                                  292
Name: 32353, dtype: object</pre>
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<p>Found at camara.gov.br, the URL of this expense receipt, in PDF: <a href="http://www.camara.gov.br/cota-parlamentar/documentos/publ/292/2015/5884288.pdf">http://www.camara.gov.br/cota-parlamentar/documentos/publ/292/2015/5884288.pdf</a></p>

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<h2 id="Description-of-each-expense">Description of each expense<a class="anchor-link" href="#Description-of-each-expense">&#182;</a></h2>
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<p>Let's try to match a document (PDF file) found at <a href="http://www.camara.gov.br/cota-parlamentar/index.jsp">http://www.camara.gov.br/cota-parlamentar/index.jsp</a> with this dataset. Can we generate URLs for the documents received for review?</p>
<p>Taking the following PDF as an example: <a href="http://www.camara.gov.br/cota-parlamentar/documentos/publ/3016/2015/5651163.pdf">http://www.camara.gov.br/cota-parlamentar/documentos/publ/3016/2015/5651163.pdf</a></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">records</span> <span class="o">=</span> \
    <span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">3016</span><span class="p">)</span> <span class="o">&amp;</span> \
    <span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;month&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">4</span><span class="p">)</span> <span class="o">&amp;</span> \
    <span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;subquota_number&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">3</span><span class="p">)</span>
<span class="n">data</span><span class="p">[</span><span class="n">records</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
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<pre>document_id                                    5651163
congressperson_name                     ADAIL CARNEIRO
congressperson_id                               178864
congressperson_document                             92
term                                              2015
state                                               CE
party                                               PP
term_id                                             55
subquota_number                                      3
subquota_description              Fuels and lubricants
subquota_group_id                                    1
subquota_group_description        Veículos Automotores
supplier                      BRASAL COMBUSTíVEIS LTDA
cnpj_cpf                                00097626000400
document_number                                 572808
document_type                                        0
issue_date                         2015-04-08 00:00:00
document_value                                     100
remark_value                                         0
net_value                                          100
month                                                4
year                                              2015
installment                                          0
passenger                                          NaN
leg_of_the_trip                                    NaN
batch_number                                   1182395
reimbursement_number                              4997
reimbursement_value                                NaN
applicant_id                                      3016
Name: 414, dtype: object</pre>
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<p>It works!</p>
<p>From the document PDF, we could extract new features such as names of the products/services purchased, name of the seller, address of the business among other things.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">document_url</span><span class="p">(</span><span class="n">record</span><span class="p">):</span>
    <span class="k">return</span> <span class="s1">&#39;http://www.camara.gov.br/cota-parlamentar/documentos/publ/</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">/</span><span class="si">%s</span><span class="s1">.pdf&#39;</span> <span class="o">%</span> \
        <span class="p">(</span><span class="n">record</span><span class="p">[</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">],</span> <span class="n">record</span><span class="p">[</span><span class="s1">&#39;year&#39;</span><span class="p">],</span> <span class="n">record</span><span class="p">[</span><span class="s1">&#39;document_id&#39;</span><span class="p">])</span>

<span class="n">record</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;document_number&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;632604&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">record</span>
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<pre>document_id                                    5637835
congressperson_name                      ARNALDO JORDY
congressperson_id                               160602
congressperson_document                             18
term                                              2015
state                                               PA
party                                              PPS
term_id                                             55
subquota_number                                      3
subquota_description              Fuels and lubricants
subquota_group_id                                    1
subquota_group_description        Veículos Automotores
supplier                      POSTO SÃO DOMINGOS LTDA.
cnpj_cpf                                63814339000141
document_number                                 632604
document_type                                        0
issue_date                         2015-03-16 00:00:00
document_value                                      20
remark_value                                         0
net_value                                           20
month                                                3
year                                              2015
installment                                          0
passenger                                          NaN
leg_of_the_trip                                    NaN
batch_number                                   1177939
reimbursement_number                              4974
reimbursement_value                                NaN
applicant_id                                      2341
Name: 33266, dtype: object</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">document_url</span><span class="p">(</span><span class="n">record</span><span class="p">))</span>
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<pre>http://www.camara.gov.br/cota-parlamentar/documentos/publ/2341/2015/5637835.pdf
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<p>How about a random record? Is its <code>document_url</code> valid? YES!</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">record</span> <span class="o">=</span> <span class="n">data</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="n">document_url</span><span class="p">(</span><span class="n">record</span><span class="p">))</span>
<span class="n">record</span>
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<pre>http://www.camara.gov.br/cota-parlamentar/documentos/publ/2398/2015/5635048.pdf
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<pre>document_id                                  5635048
congressperson_name                     SIBÁ MACHADO
congressperson_id                             160613
congressperson_document                           58
term                                            2015
state                                             AC
party                                             PT
term_id                                           55
subquota_number                                   13
subquota_description             Congressperson meal
subquota_group_id                                  0
subquota_group_description                       NaN
supplier                      J. BEZERRA DA CUNHA ME
cnpj_cpf                              04036977000110
document_number                                15283
document_type                                      0
issue_date                       2015-02-28 00:00:00
document_value                                   180
remark_value                                       0
net_value                                        180
month                                              2
year                                            2015
installment                                        0
passenger                                        NaN
leg_of_the_trip                                  NaN
batch_number                                 1176917
reimbursement_number                            4973
reimbursement_value                              NaN
applicant_id                                    2398
Name: 331877, dtype: object</pre>
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<h2 id="Who-are-these-applicants?">Who are these applicants?<a class="anchor-link" href="#Who-are-these-applicants?">&#182;</a></h2>
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<p>There were 803 different people receiving reimbursements last year.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">())</span>
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<pre>803</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;congressperson_name&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">cat</span><span class="o">.</span><span class="n">categories</span><span class="p">)</span>
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<pre>803</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">applicants_by_net_value</span> <span class="o">=</span> \
    <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">],</span> <span class="n">as_index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[[</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">,</span> <span class="s1">&#39;net_value&#39;</span><span class="p">]])</span>
<span class="n">applicants_by_net_value</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>applicant_id</th>
      <th>net_value</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>19</td>
      <td>416089.93</td>
    </tr>
    <tr>
      <th>1</th>
      <td>74</td>
      <td>396689.18</td>
    </tr>
    <tr>
      <th>2</th>
      <td>80</td>
      <td>477709.44</td>
    </tr>
    <tr>
      <th>3</th>
      <td>84</td>
      <td>22762.99</td>
    </tr>
    <tr>
      <th>4</th>
      <td>98</td>
      <td>395691.19</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">congressperson_list</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span>
    <span class="p">[</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">,</span> <span class="s1">&#39;congressperson_name&#39;</span><span class="p">,</span> <span class="s1">&#39;party&#39;</span><span class="p">,</span> <span class="s1">&#39;state&#39;</span><span class="p">]]</span>
<span class="n">congressperson_list</span> <span class="o">=</span> <span class="n">congressperson_list</span><span class="o">.</span> \
    <span class="n">drop_duplicates</span><span class="p">(</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">,</span> <span class="n">keep</span><span class="o">=</span><span class="s1">&#39;first&#39;</span><span class="p">)</span>
<span class="n">ranking</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">applicants_by_net_value</span><span class="p">,</span>
                   <span class="n">congressperson_list</span><span class="p">,</span>
                   <span class="n">how</span><span class="o">=</span><span class="s1">&#39;left&#39;</span><span class="p">,</span>
                   <span class="n">on</span><span class="o">=</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s1">&#39;net_value&#39;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ranking</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>applicant_id</th>
      <th>net_value</th>
      <th>congressperson_name</th>
      <th>party</th>
      <th>state</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>450</th>
      <td>2333</td>
      <td>542411.99</td>
      <td>JHONATAN DE JESUS</td>
      <td>PRB</td>
      <td>RR</td>
    </tr>
    <tr>
      <th>250</th>
      <td>1818</td>
      <td>537204.88</td>
      <td>EDIO LOPES</td>
      <td>PR</td>
      <td>RR</td>
    </tr>
    <tr>
      <th>216</th>
      <td>1703</td>
      <td>520499.10</td>
      <td>WELLINGTON ROBERTO</td>
      <td>PR</td>
      <td>PB</td>
    </tr>
    <tr>
      <th>404</th>
      <td>2280</td>
      <td>516710.27</td>
      <td>VINICIUS GURGEL</td>
      <td>PR</td>
      <td>AP</td>
    </tr>
    <tr>
      <th>117</th>
      <td>1289</td>
      <td>513407.27</td>
      <td>NILTON CAPIXABA</td>
      <td>PTB</td>
      <td>RO</td>
    </tr>
    <tr>
      <th>545</th>
      <td>2473</td>
      <td>510808.79</td>
      <td>MARCOS ROGÉRIO</td>
      <td>DEM</td>
      <td>RO</td>
    </tr>
    <tr>
      <th>456</th>
      <td>2341</td>
      <td>508400.84</td>
      <td>ARNALDO JORDY</td>
      <td>PPS</td>
      <td>PA</td>
    </tr>
    <tr>
      <th>508</th>
      <td>2398</td>
      <td>506268.40</td>
      <td>SIBÁ MACHADO</td>
      <td>PT</td>
      <td>AC</td>
    </tr>
    <tr>
      <th>666</th>
      <td>2969</td>
      <td>504966.44</td>
      <td>SHÉRIDAN</td>
      <td>PSDB</td>
      <td>RR</td>
    </tr>
    <tr>
      <th>286</th>
      <td>1881</td>
      <td>501329.70</td>
      <td>MANOEL JUNIOR</td>
      <td>PMDB</td>
      <td>PB</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ranking</span><span class="p">[</span><span class="s1">&#39;net_value&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
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<pre>count       803.000000
mean     266087.234832
std      189000.038242
min       -1791.570000
25%       33621.015000
50%      362625.870000
75%      429826.050000
max      542411.990000
Name: net_value, dtype: float64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">graph</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;congressperson_name&#39;</span><span class="p">,</span>
                    <span class="n">y</span><span class="o">=</span><span class="s1">&#39;net_value&#39;</span><span class="p">,</span>
                    <span class="n">data</span><span class="o">=</span><span class="n">ranking</span><span class="p">)</span>
<span class="n">graph</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">get_xaxis</span><span class="p">()</span><span class="o">.</span><span class="n">set_ticks</span><span class="p">([]);</span> <span class="kc">None</span>
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<div class="prompt input_prompt">In&nbsp;[38]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">x_label_generator</span><span class="p">(</span><span class="n">record</span><span class="p">):</span>
    <span class="k">return</span> <span class="s1">&#39;</span><span class="si">%s</span><span class="s1"> (</span><span class="si">%s</span><span class="s1"> - </span><span class="si">%s</span><span class="s1">)&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">record</span><span class="p">[</span><span class="s1">&#39;congressperson_name&#39;</span><span class="p">],</span>
                             <span class="n">record</span><span class="p">[</span><span class="s1">&#39;party&#39;</span><span class="p">],</span>
                             <span class="n">record</span><span class="p">[</span><span class="s1">&#39;state&#39;</span><span class="p">])</span>

<span class="n">ranking</span><span class="p">[</span><span class="s1">&#39;x_label&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">ranking</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">x_label_generator</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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<p>Apparently, politicians from states further away from Distrito Federal expent more. We could perform an analysis on distance to the capital and the home state from the politician.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;x_label&#39;</span><span class="p">,</span>
            <span class="n">y</span><span class="o">=</span><span class="s1">&#39;net_value&#39;</span><span class="p">,</span>
            <span class="n">data</span><span class="o">=</span><span class="n">ranking</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">30</span><span class="p">))</span>
<span class="n">locs</span><span class="p">,</span> <span class="n">labels</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">setp</span><span class="p">(</span><span class="n">labels</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">90</span><span class="p">);</span> <span class="kc">None</span>
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>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">list</span><span class="p">(</span><span class="n">congressperson_list</span><span class="p">[</span><span class="s1">&#39;congressperson_name&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">cat</span><span class="o">.</span><span class="n">categories</span><span class="p">)</span>
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<div class="output_area"><div class="prompt output_prompt">Out[40]:</div>


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<pre>[&#39;ABEL MESQUITA JR.&#39;,
 &#39;ABELARDO CAMARINHA&#39;,
 &#39;ABELARDO LUPION&#39;,
 &#39;ACELINO POPÓ&#39;,
 &#39;ADAIL CARNEIRO&#39;,
 &#39;ADALBERTO CAVALCANTI&#39;,
 &#39;ADELMO CARNEIRO LEÃO&#39;,
 &#39;ADELSON BARRETO&#39;,
 &#39;ADEMIR CAMILO&#39;,
 &#39;ADILTON SACHETTI&#39;,
 &#39;ADRIAN&#39;,
 &#39;AELTON FREITAS&#39;,
 &#39;AFONSO FLORENCE&#39;,
 &#39;AFONSO HAMM&#39;,
 &#39;AFONSO MOTTA&#39;,
 &#39;AGUINALDO RIBEIRO&#39;,
 &#39;AKIRA OTSUBO&#39;,
 &#39;ALAN RICK&#39;,
 &#39;ALBERTO FILHO&#39;,
 &#39;ALBERTO FRAGA&#39;,
 &#39;ALCEU MOREIRA&#39;,
 &#39;ALESSANDRO MOLON&#39;,
 &#39;ALEX CANZIANI&#39;,
 &#39;ALEX MANENTE&#39;,
 &#39;ALEXANDRE BALDY&#39;,
 &#39;ALEXANDRE LEITE&#39;,
 &#39;ALEXANDRE ROSO&#39;,
 &#39;ALEXANDRE SANTOS&#39;,
 &#39;ALEXANDRE SERFIOTIS&#39;,
 &#39;ALEXANDRE SILVEIRA&#39;,
 &#39;ALEXANDRE TOLEDO&#39;,
 &#39;ALEXANDRE VALLE&#39;,
 &#39;ALFREDO KAEFER&#39;,
 &#39;ALFREDO NASCIMENTO&#39;,
 &#39;ALFREDO SIRKIS&#39;,
 &#39;ALICE PORTUGAL&#39;,
 &#39;ALIEL MACHADO&#39;,
 &#39;ALINE CORRÊA&#39;,
 &#39;ALMEIDA LIMA&#39;,
 &#39;ALTINEU CÔRTES&#39;,
 &#39;ALUISIO MENDES&#39;,
 &#39;AMAURI TEIXEIRA&#39;,
 &#39;AMIR LANDO&#39;,
 &#39;ANA PERUGINI&#39;,
 &#39;ANDERSON FERREIRA&#39;,
 &#39;ANDRE MOURA&#39;,
 &#39;ANDREIA ZITO&#39;,
 &#39;ANDRES SANCHEZ&#39;,
 &#39;ANDRÉ ABDON&#39;,
 &#39;ANDRÉ DE PAULA&#39;,
 &#39;ANDRÉ FIGUEIREDO&#39;,
 &#39;ANDRÉ FUFUCA&#39;,
 &#39;ANDRÉ ZACHAROW&#39;,
 &#39;ANGELA ALBINO&#39;,
 &#39;ANGELIM&#39;,
 &#39;ANGELO VANHONI&#39;,
 &#39;ANSELMO DE JESUS&#39;,
 &#39;ANTHONY GAROTINHO&#39;,
 &#39;ANTONIO BALHMANN&#39;,
 &#39;ANTONIO BRITO&#39;,
 &#39;ANTONIO BULHÕES&#39;,
 &#39;ANTONIO CARLOS MENDES THAME&#39;,
 &#39;ANTONIO IMBASSAHY&#39;,
 &#39;ANTÔNIA LÚCIA&#39;,
 &#39;ANTÔNIO ANDRADE&#39;,
 &#39;ANTÔNIO JÁCOME&#39;,
 &#39;ANÍBAL GOMES&#39;,
 &#39;ARIOSTO HOLANDA&#39;,
 &#39;ARLINDO CHINAGLIA&#39;,
 &#39;ARMANDO VERGÍLIO&#39;,
 &#39;ARNALDO FARIA DE SÁ&#39;,
 &#39;ARNALDO JARDIM&#39;,
 &#39;ARNALDO JORDY&#39;,
 &#39;ARNON BEZERRA&#39;,
 &#39;AROLDE DE OLIVEIRA&#39;,
 &#39;ARTHUR LIRA&#39;,
 &#39;ARTHUR OLIVEIRA MAIA&#39;,
 &#39;ARTHUR VIRGÍLIO BISNETO&#39;,
 &#39;ARTUR BRUNO&#39;,
 &#39;ASSIS CARVALHO&#39;,
 &#39;ASSIS DO COUTO&#39;,
 &#39;ASSIS MELO&#39;,
 &#39;AUGUSTO CARVALHO&#39;,
 &#39;AUGUSTO COUTINHO &#39;,
 &#39;AUREO&#39;,
 &#39;BACELAR&#39;,
 &#39;BALEIA ROSSI&#39;,
 &#39;BEBETO&#39;,
 &#39;BENEDITA DA SILVA&#39;,
 &#39;BENITO GAMA&#39;,
 &#39;BENJAMIN MARANHÃO&#39;,
 &#39;BERINHO BANTIM&#39;,
 &#39;BERNARDO SANTANA DE VASCONCELLOS&#39;,
 &#39;BETINHO GOMES&#39;,
 &#39;BETINHO ROSADO&#39;,
 &#39;BETO ALBUQUERQUE&#39;,
 &#39;BETO FARO&#39;,
 &#39;BETO MANSUR&#39;,
 &#39;BETO ROSADO&#39;,
 &#39;BETO SALAME&#39;,
 &#39;BIFFI&#39;,
 &#39;BILAC PINTO&#39;,
 &#39;BOHN GASS&#39;,
 &#39;BONIFÁCIO DE ANDRADA&#39;,
 &#39;BRUNA FURLAN&#39;,
 &#39;BRUNNY&#39;,
 &#39;BRUNO ARAÚJO&#39;,
 &#39;BRUNO COVAS&#39;,
 &#39;BRUNO RODRIGUES&#39;,
 &#39;CABO DACIOLO&#39;,
 &#39;CABO SABINO&#39;,
 &#39;CABUÇU BORGES&#39;,
 &#39;CACÁ LEÃO&#39;,
 &#39;CAETANO&#39;,
 &#39;CAIO NARCIO&#39;,
 &#39;CAMILO COLA&#39;,
 &#39;CAPITÃO AUGUSTO&#39;,
 &#39;CAPITÃO FÁBIO ABREU&#39;,
 &#39;CARLOS ALBERTO LERÉIA&#39;,
 &#39;CARLOS ANDRADE&#39;,
 &#39;CARLOS BEZERRA&#39;,
 &#39;CARLOS EDUARDO CADOCA&#39;,
 &#39;CARLOS GOMES&#39;,
 &#39;CARLOS HENRIQUE GAGUIM&#39;,
 &#39;CARLOS MAGNO&#39;,
 &#39;CARLOS MANATO&#39;,
 &#39;CARLOS MARTINS&#39;,
 &#39;CARLOS MARUN&#39;,
 &#39;CARLOS MELLES&#39;,
 &#39;CARLOS SAMPAIO&#39;,
 &#39;CARLOS ZARATTINI&#39;,
 &#39;CARMEN ZANOTTO&#39;,
 &#39;CELSO JACOB&#39;,
 &#39;CELSO MALDANER&#39;,
 &#39;CELSO PANSERA&#39;,
 &#39;CELSO RUSSOMANNO&#39;,
 &#39;CESAR SOUZA&#39;,
 &#39;CEZAR SILVESTRI&#39;,
 &#39;CHICO ALENCAR&#39;,
 &#34;CHICO D&#39;ANGELO&#34;,
 &#39;CHICO DAS VERDURAS&#39;,
 &#39;CHICO LOPES&#39;,
 &#39;CHRISTIANE DE SOUZA YARED&#39;,
 &#39;CLARISSA GAROTINHO&#39;,
 &#39;CLAUDIO CAJADO&#39;,
 &#39;CLEBER VERDE&#39;,
 &#39;CLÁUDIO PUTY&#39;,
 &#39;CONCEIÇÃO SAMPAIO&#39;,
 &#39;COVATTI FILHO&#39;,
 &#39;CRISTIANE BRASIL&#39;,
 &#39;CÂNDIDO VACCAREZZA&#39;,
 &#39;CÉLIO SILVEIRA&#39;,
 &#39;CÉSAR HALUM&#39;,
 &#39;CÉSAR MESSIAS&#39;,
 &#39;CÍCERO ALMEIDA&#39;,
 &#39;DAGOBERTO&#39;,
 &#39;DALVA FIGUEIREDO&#39;,
 &#39;DAMIÃO FELICIANO&#39;,
 &#39;DANIEL ALMEIDA&#39;,
 &#39;DANIEL COELHO&#39;,
 &#39;DANIEL VILELA&#39;,
 &#39;DANILO CABRAL&#39;,
 &#39;DANILO FORTE&#39;,
 &#39;DANRLEI DE DEUS HINTERHOLZ&#39;,
 &#39;DARCÍSIO PERONDI&#39;,
 &#39;DAVI ALCOLUMBRE&#39;,
 &#39;DAVI ALVES SILVA JÚNIOR&#39;,
 &#39;DAVIDSON MAGALHÃES&#39;,
 &#39;DELEGADO EDSON MOREIRA&#39;,
 &#39;DELEGADO PROTÓGENES&#39;,
 &#39;DELEGADO WALDIR&#39;,
 &#39;DELEGADO ÉDER MAURO&#39;,
 &#39;DELEY&#39;,
 &#39;DENILSON TEIXEIRA&#39;,
 &#39;DEOCLIDES MACEDO&#39;,
 &#39;DEVANIR RIBEIRO&#39;,
 &#39;DIEGO ANDRADE&#39;,
 &#39;DIEGO GARCIA&#39;,
 &#39;DILCEU SPERAFICO&#39;,
 &#39;DIMAS FABIANO&#39;,
 &#39;DOMINGOS DUTRA&#39;,
 &#39;DOMINGOS NETO&#39;,
 &#39;DOMINGOS SÁVIO&#39;,
 &#39;DR. ADILSON SOARES&#39;,
 &#39;DR. CARLOS ALBERTO&#39;,
 &#39;DR. GRILO&#39;,
 &#39;DR. JORGE SILVA&#39;,
 &#39;DR. JOÃO&#39;,
 &#39;DR. LUIZ FERNANDO&#39;,
 &#39;DR. PAULO CÉSAR&#39;,
 &#39;DR. ROSINHA&#39;,
 &#39;DR. SINVAL MALHEIROS&#39;,
 &#39;DR. UBIALI&#39;,
 &#39;DRA. ELAINE ABISSAMRA&#39;,
 &#39;DUARTE NOGUEIRA&#39;,
 &#39;DUDIMAR PAXIUBA&#39;,
 &#39;DULCE MIRANDA&#39;,
 &#39;DÂMINA PEREIRA&#39;,
 &#39;DÉCIO LIMA&#39;,
 &#39;EDINHO ARAÚJO&#39;,
 &#39;EDINHO BEZ&#39;,
 &#39;EDIO LOPES&#39;,
 &#39;EDMAR ARRUDA&#39;,
 &#39;EDMILSON RODRIGUES&#39;,
 &#39;EDSON EZEQUIEL&#39;,
 &#39;EDSON PIMENTA&#39;,
 &#39;EDSON SANTOS&#39;,
 &#39;EDSON SILVA&#39;,
 &#39;EDUARDO BARBOSA&#39;,
 &#39;EDUARDO BOLSONARO&#39;,
 &#39;EDUARDO CUNHA&#39;,
 &#39;EDUARDO CURY&#39;,
 &#39;EDUARDO DA FONTE&#39;,
 &#39;EDUARDO GOMES&#39;,
 &#39;EDUARDO SCIARRA&#39;,
 &#39;EFRAIM FILHO&#39;,
 &#39;ELCIONE BARBALHO&#39;,
 &#39;ELEUSES PAIVA&#39;,
 &#39;ELI CORRÊA FILHO&#39;,
 &#39;ELIENE LIMA&#39;,
 &#39;ELISEU PADILHA&#39;,
 &#39;ELIZEU DIONIZIO&#39;,
 &#39;ELIZIANE GAMA&#39;,
 &#39;ELMAR NASCIMENTO&#39;,
 &#39;EMANUEL FERNANDES&#39;,
 &#39;EMILIANO JOSÉ&#39;,
 &#39;ENIO BACCI&#39;,
 &#39;ENIO VERRI&#39;,
 &#39;ERIKA KOKAY&#39;,
 &#39;ERIVELTON SANTANA&#39;,
 &#39;EROS BIONDINI&#39;,
 &#39;ESPERIDIÃO AMIN&#39;,
 &#39;EUDES XAVIER&#39;,
 &#39;EURICO JÚNIOR&#39;,
 &#39;EVAIR VIEIRA DE MELO&#39;,
 &#39;EVANDRO GUSSI&#39;,
 &#39;EVANDRO MILHOMEN&#39;,
 &#39;EVANDRO ROMAN&#39;,
 &#39;EXPEDITO NETTO&#39;,
 &#39;EZEQUIEL FONSECA&#39;,
 &#39;EZEQUIEL TEIXEIRA&#39;,
 &#39;FABIANO HORTA&#39;,
 &#39;FABIO GARCIA&#39;,
 &#39;FABIO REIS&#39;,
 &#39;FABRICIO OLIVEIRA&#39;,
 &#39;FAUSTO PINATO&#39;,
 &#39;FELIPE BORNIER&#39;,
 &#39;FELIPE MAIA&#39;,
 &#39;FERNANDO COELHO FILHO&#39;,
 &#39;FERNANDO FERRO&#39;,
 &#39;FERNANDO FRANCISCHINI&#39;,
 &#39;FERNANDO JORDÃO&#39;,
 &#39;FERNANDO MARRONI&#39;,
 &#39;FERNANDO MONTEIRO&#39;,
 &#39;FERNANDO TORRES&#39;,
 &#39;FERNANDO ZACHIA&#39;,
 &#39;FILIPE PEREIRA&#39;,
 &#39;FLAVIANO MELO&#39;,
 &#39;FLAVINHO&#39;,
 &#39;FLAVIO NOGUEIRA&#39;,
 &#39;FLORIANO PESARO&#39;,
 &#39;FLÁVIA MORAIS&#39;,
 &#39;FRANCISCO CHAGAS&#39;,
 &#39;FRANCISCO CHAPADINHA&#39;,
 &#39;FRANCISCO FLORIANO&#39;,
 &#39;FRANCISCO PRACIANO&#39;,
 &#39;FRANCISCO TENÓRIO&#39;,
 &#39;FRANKLIN LIMA&#39;,
 &#39;FÁBIO FARIA&#39;,
 &#39;FÁBIO MITIDIERI&#39;,
 &#39;FÁBIO RAMALHO&#39;,
 &#39;FÁBIO SOUSA&#39;,
 &#39;FÁBIO SOUTO&#39;,
 &#39;FÁBIO TRAD&#39;,
 &#39;FÁTIMA BEZERRA&#39;,
 &#39;FÁTIMA PELAES&#39;,
 &#39;FÉLIX MENDONÇA JÚNIOR&#39;,
 &#39;GABRIEL CHALITA&#39;,
 &#39;GABRIEL GUIMARÃES&#39;,
 &#39;GASTÃO VIEIRA&#39;,
 &#39;GENECIAS NORONHA&#39;,
 &#39;GEORGE HILTON&#39;,
 &#39;GEOVANIA DE SÁ&#39;,
 &#39;GERALDO RESENDE&#39;,
 &#39;GERALDO SIMÕES&#39;,
 &#39;GERALDO THADEU&#39;,
 &#39;GIACOBO&#39;,
 &#39;GILBERTO COUTINHO&#39;,
 &#39;GILBERTO NASCIMENTO&#39;,
 &#39;GIOVANI CHERINI&#39;,
 &#39;GIOVANI FELTES&#39;,
 &#39;GIOVANNI QUEIROZ&#39;,
 &#39;GIROTO&#39;,
 &#39;GIUSEPPE VECCI&#39;,
 &#39;GIVALDO CARIMBÃO&#39;,
 &#39;GIVALDO VIEIRA&#39;,
 &#39;GLADSON CAMELI&#39;,
 &#39;GLAUBER BRAGA&#39;,
 &#39;GONZAGA PATRIOTA&#39;,
 &#39;GORETE PEREIRA&#39;,
 &#39;GOULART&#39;,
 &#39;GUILHERME CAMPOS&#39;,
 &#39;GUILHERME MUSSI&#39;,
 &#39;GUSTAVO PETTA&#39;,
 &#39;HEITOR SCHUCH&#39;,
 &#39;HELCIO SILVA&#39;,
 &#39;HELDER SALOMÃO&#39;,
 &#39;HENRIQUE AFONSO&#39;,
 &#39;HENRIQUE EDUARDO ALVES&#39;,
 &#39;HENRIQUE FONTANA&#39;,
 &#39;HENRIQUE OLIVEIRA&#39;,
 &#39;HERCULANO PASSOS&#39;,
 &#39;HERMES PARCIANELLO&#39;,
 &#39;HERÁCLITO FORTES&#39;,
 &#39;HEULER CRUVINEL&#39;,
 &#39;HILDO ROCHA&#39;,
 &#39;HIRAN GONÇALVES&#39;,
 &#39;HISSA ABRAHÃO&#39;,
 &#39;HUGO LEAL&#39;,
 &#39;HUGO MOTTA&#39;,
 &#39;HUGO NAPOLEÃO&#39;,
 &#39;HUMBERTO MICHILES&#39;,
 &#39;HÉLIO LEITE&#39;,
 &#39;HÉLIO SANTOS&#39;,
 &#39;IARA BERNARDI&#39;,
 &#39;INDIO DA COSTA&#39;,
 &#39;INOCÊNCIO OLIVEIRA&#39;,
 &#39;IRACEMA PORTELLA&#39;,
 &#39;IRAJÁ ABREU&#39;,
 &#39;IRINY LOPES&#39;,
 &#39;IRMÃO LAZARO&#39;,
 &#39;IVAN VALENTE&#39;,
 &#39;IZALCI&#39;,
 &#39;JAIME MARTINS&#39;,
 &#39;JAIR BOLSONARO&#39;,
 &#39;JAIRO ATAÍDE&#39;,
 &#39;JANDIRA FEGHALI&#39;,
 &#39;JANETE CAPIBERIBE&#39;,
 &#39;JANETE ROCHA PIETÁ&#39;,
 &#39;JAQUELINE RORIZ&#39;,
 &#39;JARBAS VASCONCELOS&#39;,
 &#39;JEAN WYLLYS&#39;,
 &#39;JEFFERSON CAMPOS&#39;,
 &#39;JERÔNIMO GOERGEN&#39;,
 &#39;JESUS RODRIGUES&#39;,
 &#39;JHC&#39;,
 &#39;JHONATAN DE JESUS&#39;,
 &#39;JOAQUIM PASSARINHO&#39;,
 &#39;JONY MARCOS&#39;,
 &#39;JORGE BITTAR&#39;,
 &#39;JORGE BOEIRA&#39;,
 &#39;JORGE CÔRTE REAL&#39;,
 &#39;JORGE SOLLA&#39;,
 &#39;JORGE TADEU MUDALEN&#39;,
 &#39;JORGINHO MELLO&#39;,
 &#39;JOSE STÉDILE&#39;,
 &#39;JOSEPH BANDEIRA&#39;,
 &#39;JOSI NUNES&#39;,
 &#39;JOSIAS GOMES&#39;,
 &#39;JOSUÉ BENGTSON&#39;,
 &#39;JOSÉ AIRTON CIRILO&#39;,
 &#39;JOSÉ ANÍBAL&#39;,
 &#39;JOSÉ AUGUSTO MAIA&#39;,
 &#39;JOSÉ CARLOS ALELUIA&#39;,
 &#39;JOSÉ CARLOS ARAÚJO&#39;,
 &#39;JOSÉ CHAVES&#39;,
 &#39;JOSÉ FOGAÇA &#39;,
 &#39;JOSÉ GUIMARÃES&#39;,
 &#39;JOSÉ HUMBERTO&#39;,
 &#39;JOSÉ LINHARES&#39;,
 &#39;JOSÉ MENTOR&#39;,
 &#39;JOSÉ NUNES&#39;,
 &#39;JOSÉ OTÁVIO GERMANO&#39;,
 &#39;JOSÉ PRIANTE&#39;,
 &#39;JOSÉ REINALDO&#39;,
 &#39;JOSÉ ROCHA&#39;,
 &#39;JOVAIR ARANTES&#39;,
 &#39;JOZI ARAÚJO&#39;,
 &#39;JOÃO ANANIAS&#39;,
 &#39;JOÃO ARRUDA&#39;,
 &#39;JOÃO BITTAR&#39;,
 &#39;JOÃO CALDAS&#39;,
 &#39;JOÃO CAMPOS&#39;,
 &#39;JOÃO CARLOS BACELAR&#39;,
 &#39;JOÃO CASTELO&#39;,
 &#39;JOÃO DADO&#39;,
 &#39;JOÃO DANIEL&#39;,
 &#39;JOÃO DERLY&#39;,
 &#39;JOÃO FERNANDO COUTINHO&#39;,
 &#39;JOÃO GUALBERTO&#39;,
 &#39;JOÃO LYRA&#39;,
 &#39;JOÃO MAGALHÃES&#39;,
 &#39;JOÃO MAIA&#39;,
 &#39;JOÃO MARCELO SOUZA&#39;,
 &#39;JOÃO PAULO KLEINÜBING&#39;,
 &#39;JOÃO PAULO LIMA&#39;,
 &#39;JOÃO PAULO PAPA&#39;,
 &#39;JOÃO PIZZOLATTI&#39;,
 &#39;JOÃO RODRIGUES&#39;,
 &#39;JULIO LOPES&#39;,
 &#39;JULIÃO AMIN&#39;,
 &#39;JUNIOR MARRECA&#39;,
 &#39;JUNJI ABE&#39;,
 &#39;JUSCELINO FILHO&#39;,
 &#39;JUTAHY JUNIOR&#39;,
 &#39;JÂNIO NATAL&#39;,
 &#39;JÉSSICA SALES&#39;,
 &#39;JÔ MORAES&#39;,
 &#39;JÚLIA MARINHO&#39;,
 &#39;JÚLIO CAMPOS&#39;,
 &#39;JÚLIO CESAR&#39;,
 &#39;JÚLIO DELGADO&#39;,
 &#39;JÚNIOR COIMBRA&#39;,
 &#39;KAIO MANIÇOBA&#39;,
 &#39;KEIKO OTA&#39;,
 &#39;LAEL VARELLA&#39;,
 &#39;LAERCIO OLIVEIRA&#39;,
 &#39;LAERTE BESSA&#39;,
 &#39;LAUDIVIO CARVALHO&#39;,
 &#39;LAURA CARNEIRO&#39;,
 &#39;LAURIETE&#39;,
 &#39;LEANDRE&#39;,
 &#39;LEANDRO VILELA&#39;,
 &#39;LELO COIMBRA&#39;,
 &#39;LEO DE BRITO&#39;,
 &#39;LEONARDO MONTEIRO&#39;,
 &#39;LEONARDO PICCIANI&#39;,
 &#39;LEONARDO QUINTÃO&#39;,
 &#39;LEOPOLDO MEYER&#39;,
 &#39;LEÔNIDAS CRISTINO&#39;,
 &#39;LIDERANÇA DO PSDB&#39;,
 &#39;LIDERANÇA DO PT&#39;,
 &#39;LILIAM SÁ&#39;,
 &#39;LINCOLN PORTELA&#39;,
 &#39;LINDOMAR GARÇON&#39;,
 &#39;LIRA MAIA&#39;,
 &#39;LOBBE NETO&#39;,
 &#39;LOURIVAL MENDES&#39;,
 &#39;LUCAS VERGILIO&#39;,
 &#39;LUCI CHOINACKI&#39;,
 &#39;LUCIANA SANTOS&#39;,
 &#39;LUCIANO CASTRO&#39;,
 &#39;LUCIANO DUCCI&#39;,
 &#39;LUCIANO PIZZATTO&#39;,
 &#39;LUCIO MOSQUINI&#39;,
 &#39;LUCIO VIEIRA LIMA&#39;,
 &#39;LUIS CARLOS HEINZE&#39;,
 &#39;LUIS TIBÉ&#39;,
 &#39;LUIZ ALBERTO&#39;,
 &#39;LUIZ ARGÔLO&#39;,
 &#39;LUIZ CARLOS&#39;,
 &#39;LUIZ CARLOS BUSATO&#39;,
 &#39;LUIZ CARLOS HAULY&#39;,
 &#39;LUIZ CARLOS RAMOS &#39;,
 &#39;LUIZ CLÁUDIO&#39;,
 &#39;LUIZ COUTO&#39;,
 &#39;LUIZ DE DEUS&#39;,
 &#39;LUIZ FERNANDO FARIA&#39;,
 &#39;LUIZ FERNANDO MACHADO&#39;,
 &#39;LUIZ LAURO FILHO&#39;,
 &#39;LUIZ NISHIMORI&#39;,
 &#39;LUIZ OTAVIO&#39;,
 &#39;LUIZ PITIMAN&#39;,
 &#39;LUIZ SÉRGIO&#39;,
 &#39;LUIZA ERUNDINA&#39;,
 &#39;LUIZIANNE LINS&#39;,
 &#39;LÁZARO BOTELHO&#39;,
 &#39;LÉO OLIVEIRA&#39;,
 &#39;LÚCIO VALE&#39;,
 &#39;MACEDO&#39;,
 &#39;MAGDA MOFATTO&#39;,
 &#39;MAGELA&#39;,
 &#39;MAIA FILHO&#39;,
 &#39;MAJOR FÁBIO&#39;,
 &#39;MAJOR OLIMPIO&#39;,
 &#39;MANDETTA&#39;,
 &#39;MANOEL ANTUNES&#39;,
 &#39;MANOEL JUNIOR&#39;,
 &#39;MANOEL SALVIANO&#39;,
 &#39;MANUEL ROSA NECA&#39;,
 &#34;MANUELA D&#39;ÁVILA&#34;,
 &#39;MARA GABRILLI&#39;,
 &#39;MARCELINHO CARIOCA&#39;,
 &#39;MARCELO AGUIAR&#39;,
 &#39;MARCELO ALMEIDA&#39;,
 &#39;MARCELO ARO&#39;,
 &#39;MARCELO BELINATI&#39;,
 &#39;MARCELO CASTRO&#39;,
 &#39;MARCELO MATOS&#39;,
 &#39;MARCELO SQUASSONI&#39;,
 &#39;MARCELO ÁLVARO ANTÔNIO&#39;,
 &#39;MARCIO ALVINO&#39;,
 &#39;MARCIO BITTAR&#39;,
 &#39;MARCIO JUNQUEIRA&#39;,
 &#39;MARCIO MONTEIRO&#39;,
 &#39;MARCO ANTÔNIO CABRAL&#39;,
 &#39;MARCO MAIA&#39;,
 &#39;MARCO TEBALDI&#39;,
 &#39;MARCON&#39;,
 &#39;MARCONDES GADELHA&#39;,
 &#39;MARCOS ABRÃO&#39;,
 &#39;MARCOS LIMA&#39;,
 &#39;MARCOS MEDRADO&#39;,
 &#39;MARCOS MONTES&#39;,
 &#39;MARCOS REATEGUI&#39;,
 &#39;MARCOS ROGÉRIO&#39;,
 &#39;MARCOS ROTTA&#39;,
 &#39;MARCOS SOARES&#39;,
 &#39;MARCUS PESTANA&#39;,
 &#39;MARCUS VICENTE&#39;,
 &#39;MARGARIDA SALOMÃO&#39;,
 &#39;MARIA DO ROSÁRIO&#39;,
 &#39;MARIA HELENA&#39;,
 &#39;MARIA LUCIA PRANDI &#39;,
 &#39;MARIANA CARVALHO&#39;,
 &#39;MARINALDO ROSENDO&#39;,
 &#39;MARINHA RAUPP&#39;,
 &#39;MARLLOS SAMPAIO&#39;,
 &#39;MARQUINHO MENDES&#39;,
 &#39;MARX BELTRÃO&#39;,
 &#39;MARÇAL FILHO&#39;,
 &#39;MASSAMI MIKI&#39;,
 &#39;MAURO BENEVIDES&#39;,
 &#39;MAURO LOPES&#39;,
 &#39;MAURO MARIANI&#39;,
 &#39;MAURO PEREIRA&#39;,
 &#39;MAURÍCIO ALMEIDA &#39;,
 &#39;MAURÍCIO QUINTELLA LESSA&#39;,
 &#39;MAURÍCIO TRINDADE&#39;,
 &#39;MAX FILHO&#39;,
 &#39;MENDONÇA FILHO&#39;,
 &#39;MENDONÇA PRADO&#39;,
 &#39;MERLONG SOLANO&#39;,
 &#39;MIGUEL CORRÊA&#39;,
 &#39;MIGUEL HADDAD&#39;,
 &#39;MIGUEL LOMBARDI&#39;,
 &#39;MILTON MONTI&#39;,
 &#39;MIRIQUINHO BATISTA&#39;,
 &#39;MIRO TEIXEIRA&#39;,
 &#39;MISAEL VARELLA&#39;,
 &#39;MISSIONÁRIO JOSÉ OLIMPIO&#39;,
 &#39;MOEMA GRAMACHO&#39;,
 &#39;MOREIRA MENDES&#39;,
 &#39;MORONI TORGAN&#39;,
 &#39;MOSES RODRIGUES&#39;,
 &#39;MÁRCIO BIOLCHI&#39;,
 &#39;MÁRCIO FRANÇA&#39;,
 &#39;MÁRCIO MACÊDO&#39;,
 &#39;MÁRCIO MARINHO&#39;,
 &#39;MÁRIO FEITOZA&#39;,
 &#39;MÁRIO HERINGER&#39;,
 &#39;MÁRIO NEGROMONTE JR.&#39;,
 &#39;NARCIO RODRIGUES&#39;,
 &#39;NELSON MARCHEZAN JUNIOR&#39;,
 &#39;NELSON MARQUEZELLI&#39;,
 &#39;NELSON MEURER&#39;,
 &#39;NELSON NAHIM &#39;,
 &#39;NELSON PADOVANI&#39;,
 &#39;NELSON PELLEGRINO&#39;,
 &#39;NEWTON CARDOSO&#39;,
 &#39;NEWTON CARDOSO JR&#39;,
 &#39;NEWTON LIMA&#39;,
 &#39;NICE LOBÃO&#39;,
 &#39;NILDA GONDIM&#39;,
 &#39;NILMÁRIO MIRANDA&#39;,
 &#39;NILSON LEITÃO&#39;,
 &#39;NILSON PINTO&#39;,
 &#39;NILTO TATTO&#39;,
 &#39;NILTON CAPIXABA&#39;,
 &#39;ODAIR CUNHA&#39;,
 &#39;ODELMO LEÃO&#39;,
 &#39;ODORICO MONTEIRO&#39;,
 &#39;ODÍLIO BALBINOTTI&#39;,
 &#39;OLIVEIRA FILHO&#39;,
 &#39;ONOFRE SANTO AGOSTINI&#39;,
 &#39;ONYX LORENZONI&#39;,
 &#39;ORLANDO SILVA&#39;,
 &#39;OSMAR BERTOLDI&#39;,
 &#39;OSMAR JÚNIOR&#39;,
 &#39;OSMAR SERRAGLIO&#39;,
 &#39;OSMAR TERRA&#39;,
 &#39;OSVALDO COELHO&#39;,
 &#39;OSVALDO REIS&#39;,
 &#39;OTAVIO LEITE&#39;,
 &#39;OTONIEL LIMA&#39;,
 &#39;OZIEL OLIVEIRA&#39;,
 &#39;PADRE JOÃO&#39;,
 &#39;PADRE TON&#39;,
 &#39;PAES LANDIM&#39;,
 &#39;PASTOR EURICO&#39;,
 &#39;PAUDERNEY AVELINO&#39;,
 &#39;PAULO ABI-ACKEL&#39;,
 &#39;PAULO AZI&#39;,
 &#39;PAULO BORNHAUSEN&#39;,
 &#39;PAULO FEIJÓ&#39;,
 &#39;PAULO FOLETTO&#39;,
 &#39;PAULO FREIRE&#39;,
 &#39;PAULO HENRIQUE LUSTOSA&#39;,
 &#39;PAULO MAGALHÃES&#39;,
 &#39;PAULO MALUF&#39;,
 &#39;PAULO PEREIRA DA SILVA&#39;,
 &#39;PAULO PIMENTA&#39;,
 &#39;PAULO RUBEM SANTIAGO&#39;,
 &#39;PAULO TEIXEIRA&#39;,
 &#39;PAULÃO&#39;,
 &#39;PDT&#39;,
 &#39;PEDRO CHAVES&#39;,
 &#39;PEDRO CUNHA LIMA&#39;,
 &#39;PEDRO EUGÊNIO&#39;,
 &#39;PEDRO FERNANDES&#39;,
 &#39;PEDRO NOVAIS&#39;,
 &#39;PEDRO PAULO&#39;,
 &#39;PEDRO UCZAI&#39;,
 &#39;PEDRO VILELA&#39;,
 &#39;PENNA&#39;,
 &#39;PEPE VARGAS&#39;,
 &#39;PERPÉTUA ALMEIDA&#39;,
 &#39;PINTO DE LUNA&#39;,
 &#39;PINTO ITAMARATY&#39;,
 &#39;POLICARPO&#39;,
 &#39;POMPEO DE MATTOS&#39;,
 &#39;PR. MARCO FELICIANO&#39;,
 &#39;PROFESSOR SETIMO&#39;,
 &#39;PROFESSOR SÉRGIO DE OLIVEIRA&#39;,
 &#39;PROFESSOR VICTÓRIO GALLI&#39;,
 &#39;PROFESSORA DORINHA SEABRA REZENDE&#39;,
 &#39;PROFESSORA MARCIVANIA&#39;,
 &#39;PROS&#39;,
 &#39;RAFAEL MOTTA&#39;,
 &#39;RAIMUNDO GOMES DE MATOS&#39;,
 &#39;RAQUEL MUNIZ&#39;,
 &#39;RATINHO JUNIOR&#39;,
 &#39;RAUL JUNGMANN&#39;,
 &#39;RAUL LIMA&#39;,
 &#39;REBECCA GARCIA&#39;,
 &#39;REGINALDO LOPES&#39;,
 &#39;REGUFFE&#39;,
 &#39;REINHOLD STEPHANES&#39;,
 &#39;REJANE DIAS&#39;,
 &#39;REMÍDIO MONAI&#39;,
 &#39;RENAN FILHO&#39;,
 &#39;RENATA ABREU&#39;,
 &#39;RENATO MOLLING&#39;,
 &#39;RENATO SIMÕES&#39;,
 &#39;RENZO BRAZ&#39;,
 &#39;RICARDO BARROS&#39;,
 &#39;RICARDO IZAR&#39;,
 &#39;RICARDO TEOBALDO &#39;,
 &#39;RICARDO TRIPOLI&#39;,
 &#39;ROBERTO ALVES&#39;,
 &#39;ROBERTO BALESTRA&#39;,
 &#39;ROBERTO BRITTO&#39;,
 &#39;ROBERTO DE LUCENA&#39;,
 &#39;ROBERTO DORNER&#39;,
 &#39;ROBERTO FREIRE&#39;,
 &#39;ROBERTO GÓES&#39;,
 &#39;ROBERTO SALES&#39;,
 &#39;ROBERTO SANTIAGO&#39;,
 &#39;ROBERTO TEIXEIRA&#39;,
 &#39;ROCHA&#39;,
 &#39;RODRIGO BETHLEM&#39;,
 &#39;RODRIGO DE CASTRO&#39;,
 &#39;RODRIGO GARCIA&#39;,
 &#39;RODRIGO MAIA&#39;,
 &#39;RODRIGO MARTINS&#39;,
 &#39;RODRIGO PACHECO&#39;,
 &#39;ROGÉRIO CARVALHO&#39;,
 &#39;ROGÉRIO MARINHO&#39;,
 &#39;ROGÉRIO PENINHA MENDONÇA&#39;,
 &#39;ROGÉRIO ROSSO&#39;,
 &#39;ROMÁRIO&#39;,
 &#39;RONALDO BENEDET&#39;,
 &#39;RONALDO CAIADO&#39;,
 &#39;RONALDO CARLETTO&#39;,
 &#39;RONALDO FONSECA&#39;,
 &#39;RONALDO LESSA&#39;,
 &#39;RONALDO MARTINS&#39;,
 &#39;RONALDO NOGUEIRA&#39;,
 &#39;RONALDO ZULKE&#39;,
 &#39;ROSANE FERREIRA&#39;,
 &#39;ROSANGELA GOMES&#39;,
 &#39;ROSE DE FREITAS&#39;,
 &#39;ROSSONI&#39;,
 &#39;ROSY DE SOUSA&#39;,
 &#39;ROSÂNGELA CURADO&#39;,
 &#39;RUBENS BUENO&#39;,
 &#39;RUBENS OTONI&#39;,
 &#39;RUBENS PEREIRA JÚNIOR&#39;,
 &#39;RUI COSTA&#39;,
 &#39;RUY CARNEIRO&#39;,
 &#39;RÔMULO GOUVEIA&#39;,
 &#39;RÔNEY NEMER&#39;,
 &#39;SABINO CASTELO BRANCO&#39;,
 &#39;SALVADOR ZIMBALDI&#39;,
 &#39;SAMUEL MOREIRA&#39;,
 &#39;SANDES JÚNIOR&#39;,
 &#39;SANDRA ROSADO&#39;,
 &#39;SANDRO ALEX&#39;,
 &#39;SANDRO MABEL&#39;,
 &#39;SARAIVA FELIPE&#39;,
 &#39;SARNEY FILHO&#39;,
 &#39;SDD&#39;,
 &#39;SEBASTIÃO BALA ROCHA&#39;,
 &#39;SEBASTIÃO OLIVEIRA&#39;,
 &#39;SERGIO SOUZA &#39;,
 &#39;SERGIO VIDIGAL&#39;,
 &#39;SERGIO ZVEITER&#39;,
 &#39;SEVERINO NINHO&#39;,
 &#39;SHÉRIDAN&#39;,
 &#39;SIBÁ MACHADO&#39;,
 &#39;SILAS BRASILEIRO&#39;,
 &#39;SILAS CÂMARA&#39;,
 &#39;SILAS FREIRE&#39;,
 &#39;SILVIO COSTA&#39;,
 &#39;SILVIO TORRES&#39;,
 &#39;SIMONE MORGADO&#39;,
 &#39;SIMPLÍCIO ARAÚJO&#39;,
 &#39;SIMÃO SESSIM&#39;,
 &#39;SORAYA SANTOS&#39;,
 &#39;STEFANO AGUIAR&#39;,
 &#39;STEPAN NERCESSIAN&#39;,
 &#39;SUBTENENTE GONZAGA&#39;,
 &#39;SUELI VIDIGAL&#39;,
 &#39;SÁGUAS MORAES&#39;,
 &#39;SÉRGIO BARRADAS CARNEIRO&#39;,
 &#39;SÉRGIO BRITO&#39;,
 &#39;SÉRGIO MORAES&#39;,
 &#39;SÉRGIO REIS&#39;,
 &#39;SÓSTENES CAVALCANTE&#39;,
 &#39;TADEU ALENCAR&#39;,
 &#39;TAKAYAMA&#39;,
 &#39;TAUMATURGO LIMA&#39;,
 &#39;TELMA PINHEIRO&#39;,
 &#39;TENENTE LÚCIO&#39;,
 &#39;TEREZA CRISTINA&#39;,
 &#39;THIAGO PEIXOTO&#39;,
 &#39;TIA ERON&#39;,
 &#39;TIRIRICA&#39;,
 &#39;TONINHO PINHEIRO&#39;,
 &#39;TONINHO WANDSCHEER&#39;,
 &#39;ULDURICO JUNIOR&#39;,
 &#39;URZENI ROCHA&#39;,
 &#39;VALADARES FILHO&#39;,
 &#39;VALDIR COLATTO&#39;,
 &#39;VALMIR ASSUNÇÃO&#39;,
 &#39;VALMIR PRASCIDELLI&#39;,
 &#39;VALTENIR PEREIRA&#39;,
 &#39;VANDER LOUBET&#39;,
 &#39;VANDERLEI MACRIS&#39;,
 &#39;VANDERLEI SIRAQUE&#39;,
 &#39;VAZ DE LIMA&#39;,
 &#39;VENEZIANO VITAL DO RÊGO&#39;,
 &#39;VICENTE ARRUDA&#39;,
 &#39;VICENTE CANDIDO&#39;,
 &#39;VICENTINHO&#39;,
 &#39;VICENTINHO JÚNIOR&#39;,
 &#39;VICTOR MENDES&#39;,
 &#39;VIEIRA DA CUNHA&#39;,
 &#39;VILALBA&#39;,
 &#39;VILMAR ROCHA&#39;,
 &#39;VILSON COVATTI&#39;,
 &#39;VINICIUS CARVALHO&#39;,
 &#39;VINICIUS GURGEL&#39;,
 &#39;VITOR LIPPI&#39;,
 &#39;VITOR PAULO&#39;,
 &#39;VITOR PENIDO&#39;,
 &#39;VITOR VALIM&#39;,
 &#39;WADIH DAMOUS&#39;,
 &#39;WADSON RIBEIRO&#39;,
 &#39;WALDENOR PEREIRA&#39;,
 &#39;WALDIR MARANHÃO&#39;,
 &#39;WALNEY ROCHA&#39;,
 &#39;WALTER ALVES&#39;,
 &#39;WALTER IHOSHI&#39;,
 &#39;WALTER TOSTA&#39;,
 &#39;WANDENKOLK GONÇALVES&#39;,
 &#39;WASHINGTON REIS&#39;,
 &#39;WELITON PRADO&#39;,
 &#39;WELLINGTON FAGUNDES&#39;,
 &#39;WELLINGTON ROBERTO&#39;,
 &#39;WELLINGTON SALGADO&#39;,
 &#39;WEVERTON ROCHA&#39;,
 &#39;WILLIAM DIB&#39;,
 &#39;WILLIAM WOO&#39;,
 &#39;WILSON BESERRA&#39;,
 &#39;WILSON FILHO&#39;,
 &#39;WLADIMIR COSTA&#39;,
 &#39;WOLNEY QUEIROZ&#39;,
 &#39;ZE CARLOS DA PESCA&#39;,
 &#39;ZECA CAVALCANTI&#39;,
 &#39;ZECA DIRCEU&#39;,
 &#39;ZECA DO PT&#39;,
 &#39;ZENAIDE MAIA&#39;,
 &#39;ZOINHO&#39;,
 &#39;ZÉ AUGUSTO NALIN&#39;,
 &#39;ZÉ CARLOS&#39;,
 &#39;ZÉ GERALDO&#39;,
 &#39;ZÉ SILVA&#39;,
 &#39;ZÉ VIEIRA&#39;,
 &#39;ÁTILA LINS&#39;,
 &#39;ÁTILA LIRA&#39;,
 &#39;ÂNGELO AGNOLIN&#39;,
 &#39;ÍRIS DE ARAÚJO&#39;]</pre>
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<p>A few <code>congressperson_name</code>s I can't properly explain yet:</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sdd</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;congressperson_name&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;SDD&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="n">document_url</span><span class="p">(</span><span class="n">sdd</span><span class="p">))</span>
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<pre>http://www.camara.gov.br/cota-parlamentar/documentos/publ/2864/2015/5700427.pdf
</pre>
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<p>721 expenses reimbursed to parties.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">parties</span> <span class="o">=</span> <span class="n">congressperson_list</span><span class="p">[</span><span class="n">congressperson_list</span><span class="p">[</span><span class="s1">&#39;party&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">isnull</span><span class="p">()]</span>
<span class="n">parties</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>applicant_id</th>
      <th>congressperson_name</th>
      <th>party</th>
      <th>state</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>206216</th>
      <td>2442</td>
      <td>LIDERANÇA DO PSDB</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>206345</th>
      <td>2439</td>
      <td>LIDERANÇA DO PT</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>286699</th>
      <td>2715</td>
      <td>PDT</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>294136</th>
      <td>2865</td>
      <td>PROS</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
    <tr>
      <th>326358</th>
      <td>2864</td>
      <td>SDD</td>
      <td>NaN</td>
      <td>NaN</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">party_expenses</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">parties</span><span class="p">[</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">])]</span>
<span class="nb">len</span><span class="p">(</span><span class="n">party_expenses</span><span class="p">)</span>
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<pre>721</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">party_expenses</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<div>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>document_id</th>
      <th>congressperson_name</th>
      <th>congressperson_id</th>
      <th>congressperson_document</th>
      <th>term</th>
      <th>state</th>
      <th>party</th>
      <th>term_id</th>
      <th>subquota_number</th>
      <th>subquota_description</th>
      <th>...</th>
      <th>net_value</th>
      <th>month</th>
      <th>year</th>
      <th>installment</th>
      <th>passenger</th>
      <th>leg_of_the_trip</th>
      <th>batch_number</th>
      <th>reimbursement_number</th>
      <th>reimbursement_value</th>
      <th>applicant_id</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>206216</th>
      <td>5623603</td>
      <td>LIDERANÇA DO PSDB</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>3</td>
      <td>Fuels and lubricants</td>
      <td>...</td>
      <td>106.20</td>
      <td>3</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1173314</td>
      <td>4958</td>
      <td>NaN</td>
      <td>2442</td>
    </tr>
    <tr>
      <th>206217</th>
      <td>5711868</td>
      <td>LIDERANÇA DO PSDB</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>3</td>
      <td>Fuels and lubricants</td>
      <td>...</td>
      <td>137.20</td>
      <td>6</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1201648</td>
      <td>5066</td>
      <td>NaN</td>
      <td>2442</td>
    </tr>
    <tr>
      <th>206218</th>
      <td>5623622</td>
      <td>LIDERANÇA DO PSDB</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>3</td>
      <td>Fuels and lubricants</td>
      <td>...</td>
      <td>115.88</td>
      <td>2</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1173310</td>
      <td>4964</td>
      <td>NaN</td>
      <td>2442</td>
    </tr>
    <tr>
      <th>206219</th>
      <td>5673529</td>
      <td>LIDERANÇA DO PSDB</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>3</td>
      <td>Fuels and lubricants</td>
      <td>...</td>
      <td>96.90</td>
      <td>5</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1188923</td>
      <td>5025</td>
      <td>NaN</td>
      <td>2442</td>
    </tr>
    <tr>
      <th>206220</th>
      <td>5719383</td>
      <td>LIDERANÇA DO PSDB</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>3</td>
      <td>Fuels and lubricants</td>
      <td>...</td>
      <td>118.61</td>
      <td>6</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>1203914</td>
      <td>5073</td>
      <td>NaN</td>
      <td>2442</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 29 columns</p>
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<h2 id="Expenses-abroad">Expenses abroad<a class="anchor-link" href="#Expenses-abroad">&#182;</a></h2>
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<p>Are the expenses made outside of Brazil easily identifiable?</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wo_cnpj_cpf</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;cnpj_cpf&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">isnull</span><span class="p">()]</span>
<span class="nb">len</span><span class="p">(</span><span class="n">wo_cnpj_cpf</span><span class="p">)</span>
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<pre>48268</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wo_cnpj_cpf</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<div>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>document_id</th>
      <th>congressperson_name</th>
      <th>congressperson_id</th>
      <th>congressperson_document</th>
      <th>term</th>
      <th>state</th>
      <th>party</th>
      <th>term_id</th>
      <th>subquota_number</th>
      <th>subquota_description</th>
      <th>...</th>
      <th>net_value</th>
      <th>month</th>
      <th>year</th>
      <th>installment</th>
      <th>passenger</th>
      <th>leg_of_the_trip</th>
      <th>batch_number</th>
      <th>reimbursement_number</th>
      <th>reimbursement_value</th>
      <th>applicant_id</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>92</th>
      <td>NaN</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>10</td>
      <td>Telecommunication</td>
      <td>...</td>
      <td>99.44</td>
      <td>6</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>0</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
    <tr>
      <th>93</th>
      <td>NaN</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>10</td>
      <td>Telecommunication</td>
      <td>...</td>
      <td>49.62</td>
      <td>7</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>0</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
    <tr>
      <th>94</th>
      <td>NaN</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>10</td>
      <td>Telecommunication</td>
      <td>...</td>
      <td>16.26</td>
      <td>3</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>0</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
    <tr>
      <th>95</th>
      <td>NaN</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>10</td>
      <td>Telecommunication</td>
      <td>...</td>
      <td>177.05</td>
      <td>4</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>0</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
    <tr>
      <th>96</th>
      <td>NaN</td>
      <td>ABEL MESQUITA JR.</td>
      <td>178957</td>
      <td>1</td>
      <td>2015</td>
      <td>RR</td>
      <td>DEM</td>
      <td>55</td>
      <td>10</td>
      <td>Telecommunication</td>
      <td>...</td>
      <td>115.54</td>
      <td>3</td>
      <td>2015</td>
      <td>0</td>
      <td>NaN</td>
      <td>NaN</td>
      <td>0</td>
      <td>0</td>
      <td>NaN</td>
      <td>3074</td>
    </tr>
  </tbody>
</table>
<p>5 rows × 29 columns</p>
</div>
</div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wo_cnpj_cpf</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
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<pre>document_id                                             NaN
congressperson_name                             MAURO LOPES
congressperson_id                                     74749
congressperson_document                                 252
term                                                   2015
state                                                    MG
party                                                  PMDB
term_id                                                  55
subquota_number                                          11
subquota_description                        Postal services
subquota_group_id                                         0
subquota_group_description                              NaN
supplier                      CORREIOS - SEDEX CONVENCIONAL
cnpj_cpf                                                NaN
document_number                               RSP : 2106004
document_type                                             1
issue_date                       2015-01-19 12:39:05.247000
document_value                                        30.04
remark_value                                              0
net_value                                             30.04
month                                                     1
year                                                   2015
installment                                               0
passenger                                               NaN
leg_of_the_trip                                         NaN
batch_number                                              0
reimbursement_number                                      0
reimbursement_value                                     NaN
applicant_id                                           1125
Name: 251309, dtype: object</pre>
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<p>We could match politicians' location (from oficial agenda and social networks GPS info) with their expenses in a future analysis.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wo_cnpj_cpf</span><span class="p">[</span><span class="s1">&#39;supplier&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
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<pre>array([&#39;CELULAR FUNCIONAL&#39;, &#39;RAMAL&#39;, &#39;CORREIOS - SEDEX CONVENCIONAL&#39;,
       &#39;IMÓVEL FUNCIONAL&#39;, &#39;CORREIOS - CARTA COMERCIAL&#39;,
       &#39;CORREIOS - ENCOMENDA PAC&#39;, &#39;CORREIOS - SEDEX 10&#39;,
       &#39;CORREIOS - SEDEX 10 COM AR&#39;,
       &#39;CORREIOS - SEDEX CONVENCIONAL COM AR&#39;,
       &#39;CORREIOS - CARTA REGISTRADA&#39;, &#39;CORREIOS - CARTA REGISTRADA COM AR&#39;,
       &#39;CORREIOS - ENCOMENDA PAC COM AR&#39;, &#39;CORREIOS - SEDEX 12&#39;,
       &#39;CORREIOS - TELEGRAMA COM CONFIRMAÇÃO&#39;, &#39;CORREIOS - EMS MERCADORIA&#39;,
       &#39;CORREIOS - EMS MERCADORIA COM AR&#39;, &#39;CORREIOS - TELEGRAMA&#39;,
       &#39;CORREIOS - MALA DIRETA POSTAL BÁSICA&#39;,
       &#39;CORREIOS - SEDEX 12 COM AR&#39;, &#39;CORREIOS - EMS DOCUMENTO&#39;,
       &#39;CORREIOS - SEDEX MUNDI&#39;, &#39;CopaAirlines&#39;, &#39;Bellagio&#39;,
       &#39;COLOSSEUM BAR&#39;, &#39;DGI&#39;, &#34;GORDON RAMSAY&#39;S&#34;, &#34;JOHNNY ROCKET&#39;S&#34;,
       &#39;MANDALAY BAY SHOWROOM&#39;, &#39;SHAKE SHACK&#39;, &#39;STARBUCKS STORE&#39;,
       &#39;Bellagio Las Vegas&#39;, &#39;AceCab&#39;, &#39;Anlv Cab&#39;, &#39;Cash Selected&#39;,
       &#39;VeriFone&#39;, &#39;CORREIOS - MALA DIRETA POSTAL DOMICILIÁRIA&#39;,
       &#39;Le pain Quat idien&#39;, &#39;Pollo Cabana&#39;, &#39;Union Station&#39;, &#34;Willy K&#39;s&#34;,
       &#39;HOLYDAY INN&#39;, &#39;CORREIOS - TELEGRAMA COM CÓPIA&#39;,
       &#39;CORREIOS - TELEGRAMA COM CÓPIA E CONFIRMAÇÃO&#39;,
       &#39;CORREIOS - DOCUMENTO PRIORITÁRIO REGISTRADO COM AR&#39;,
       &#39;El Viejo Y El Mar&#39;, &#39;Hotelera San Francisco S.A&#39;,
       &#39;Intercity Premiun&#39;, &#39;CORREIOS - SEDEX HOJE&#39;,
       &#39;CORREIOS - SEDEX HOJE COM AR&#39;, &#39;GOL LINHAS AÉREAS&#39;,
       &#39;TAM LINHAS AÉREAS S.A.&#39;, &#39;DAZZLER HOTEL MONTEVIDEO&#39;,
       &#39;ACADEMIC TRAVEL TURISMO LTDA&#39;, &#39;DA PENTELLA&#39;, &#39;RESTAURANTE PATRIA&#39;,
       &#39;CORREIOS - DOCUMENTO PRIORITÁRIO&#39;, &#39;CORREIOS - MALOTE&#39;,
       &#39;PRESIDENT AND FELLOWS OF HARVARD COLLEGE&#39;,
       &#39;PRESIDENT AND FELLOWS OF HAVARD&#39;, &#39;AMERICAN AIRLINES&#39;,
       &#39;DELTA AIR LINES&#39;, &#39;PARK LANE HOTEL&#39;, &#39;PARK LANE HOTEL NEW YORK&#39;,
       &#39;CORREIOS - EMS DOCUMENTO COM AR&#39;, &#39;BIROME S.A LA PERDIZ&#39;,
       &#39;PARRILHA EL FOGON S.A&#39;, &#39;CORREIOS - MERCADORIA ECONÔMICA&#39;, &#39;EL AL&#39;,
       &#39;TAP AIR&#39;, &#39;TAP PORTUGAL&#39;, &#39;Despesa alimentação Israel&#39;,
       &#39;PADIGLIONE GIAPPONE&#39;, &#39;AIRPORT HOTEL &amp; CONFERENCE CENTRE&#39;,
       &#39;Citadines Apart Hotel&#39;,
       &#39;DAN PANORAMA TEL AVIV HOTEL &amp; CONVENTION CENTER&#39;,
       &#39;Hotel Trip Lisboa&#39;, &#34;STARHOTELS L&#39;ITÁLIA NEL CUORE&#34;,
       &#39;TRYP BY WYNDHAM LISBOA AEROPORTO&#39;,
       &#39;CASA TUA CUCINA DELLE PROVINCE TOSCANE&#39;,
       &#39;Jo cintra Tailor Made Tours&#39;, &#39;decolar.com&#39;,
       &#39;CORREIOS - DOCUMENTO PRIORITÁRIO REGISTRADO&#39;, &#39;LUMIAR TURISMO&#39;,
       &#39;AMUSH S.A&#39;, &#39;LA CHACRA DEL PUERTO&#39;,
       &#39;LA PARRILLA DE WILIMAN GUAVIARE S.A&#39;, &#39;Dazzler Hotel Montevideo&#39;,
       &#39;Renata Teixeira Taiana ME&#39;, &#39;TAM LINHAS AÉREAS S/A&#39;,
       &#39;Arecenter S.A.&#39;, &#39;DAZZLER Hotel Montevideo&#39;,
       &#39;Uno Buenos Aires Suites&#39;, &#39;Cabana Veronica&#39;, &#39;Cafe Patria&#39;,
       &#39;Camelia&#39;, &#39;Don Peperone&#39;, &#39;La Compania del Oriente&#39;, &#39;La Criolla&#39;,
       &#39;BOUDIN BAKERY - San Francisco&#39;, &#39;Cafe Bellini - San Francisco&#39;,
       &#39;California Pizza Kitchen&#39;,
       &#39;DGI - Internacional Meal Company Panama S.A.&#39;,
       &#39;DGI - Internacional Meal Company Panamá S.A.&#39;, &#39;IL CARPACCIO&#39;,
       &#39;MAPISA S.A.&#39;, &#39;The Academy Cafe - San Francisco  CA&#39;,
       &#39;The Cheesecake Factory Restaurants Natiowide&#39;,
       &#39;Tomokazu Japanese Cusine&#39;,
       &#34;Whole Foods Market - America&#39;s Healthiest Grocery Store&#34;,
       &#39;Crowne Polaza San Francisco International Airport - Burlingame, CA - EUA&#39;,
       &#39;INTERCONTINENTAL MARK HOPKINS SAN FRANCISCO - ONE NOB HILL&#39;,
       &#39;Pacific Inn of Redwood City - CA - EUA&#39;,
       &#39;SFMTA - San Francisco  - CA&#39;, &#39;UBER TAXI  - San Francisco  CA&#39;,
       &#39;UBER Taxi - San Francisco  CA&#39;, &#39;UBER Taxi - SanFrancisco  CA&#39;,
       &#39;UNITED BRASIL&#39;, &#34;Fishbeck&#39;s Shell&#34;, &#39;Houston St. Bistrô&#39;,
       &#39;Oceanaire Seafood Room&#39;, &#39;Restaurant Las Canarias&#39;, &#39;STARBUCKS&#39;,
       &#39;Wildcat Express&#39;, &#39;ZORI BISTRO&#39;, &#39;FRTOPERADORA DE TURISMO LTDA&#39;,
       &#39;JW MARRIOT HOTEL&#39;, &#39;CAFE PATRIA&#39;,
       &#39;CENTER ON THE DEVELOPING CHILD - NCPI&#39;, &#39;EXPOUY S.A&#39;,
       &#39;El Palenque&#39;, &#39;Frog Maxi Shop&#39;, &#39;Pablo Andrés Paleo Inzaurralde&#39;,
       &#39;AK design hotel&#39;, &#39;Mercat Taxi&#39;, &#39;cutcsa&#39;, &#39;KLM CIA REAL&#39;,
       &#39;JET HOTEL&#39;, &#39;KLIMA HOTEL MILANO FIERE&#39;, &#39;NH EMBASCIATORI&#39;,
       &#39;NH TORINO EMBASCIATORI&#39;, &#39;CONSORZIO TORINESE AUTOSERVIZI&#39;,
       &#39;IT TAXI&#39;, &#39;PRONTO TAXIS5737.IT&#39;, &#39;RADIO TAXI&#39;, &#39;RADIO TAXI 6969&#39;,
       &#39;SCARICA L´APP TAXI&#39;, &#39;TAXIBLU&#39;, &#39;TRENITALIA&#39;, &#39;GARCIA&#39;,
       &#39;DAZZLER MONTEVIDEO&#39;, &#39;kempinsk hotel bristol&#39;,
       &#39;A &amp; S TURISMO E EXCURSÕES LTDA&#39;, &#39;A&amp;S TURISMO E EXCURSÕES LTDA&#39;,
       &#39;ASCANIO TOUR&#39;, &#39;Hotel Nacional de Cuba&#39;, &#39;HAPPENING STGO&#39;,
       &#39;PARK PLAZA HOTEL - SANTIAGO/CHILE&#39;, &#39;Café Patria&#39;,
       &#39;dazzler hotel montevideo&#39;, &#39;7 ELEVEN&#39;,
       &#39;CORREIOS - LEVE INTERNACIONAL&#39;,
       &#39;KLEVITZ E KLAS VIAGENS E TURISMO LTDA EPP&#39;, &#39;ELIOR ROISSY SARL&#39;,
       &#34;SARL L&#39; EQUIPE VOUS REMERCIE&#34;, &#39;NICKS LIGHTHOUSE&#39;, &#39;NOLA&#39;,
       &#39;TACOLICIOUS&#39;, &#39;THE CHEESECAKE FACTORY&#39;, &#39;THE VOYA RESTAURANT&#39;,
       &#39;PACIFIC EURO HOTEL OF REDWOOD CITY&#39;, &#39;Gol Linhas Aereas&#39;,
       &#39;TAM LINHAS AÉREAS.&#39;, &#39;NÚCLEO CIÊNCIA PELA INFÂNCIA&#39;,
       &#39;CENTER ON THE  DEVELOPING CHILD&#39;, &#39;CENTER ON THE DEVELOPING CHILD&#39;,
       &#39;SHERATON COMMANDER HOTEL-CAMBRIDGE&#39;,
       &#39;COPA – COMPANIA PANAMERICA DE AVIAÇÃO S.A (COPA AIRLINES)&#39;,
       &#39;BARCELONA&#39;, &#39;COMMITTEE&#39;, &#39;CROWNE PLAZA-MANHATTAN&#39;, &#39;GIULIA&#39;,
       &#39;LEGAL SEA FOODS&#39;, &#39;MET BACK BAY&#39;, &#39;RUSSELL HOUSE&#39;,
       &#34;SARDI&#39;S RESTAURANT&#34;, &#39;TOP OF THE HUB&#39;, &#39;VINO VOLO&#39;,
       &#39;DAMUS LIMOUSINE SERVICE&#39;, &#39;AIRFRANCE&#39;, &#39;AIRFRRANCE&#39;,
       &#39;PARRILLADA EL FOGON S.A&#39;, &#39;Delta Air Lines&#39;, &#39;HOTEL NACIONAL&#39;,
       &#39;CORREIOS - (EM DESUSO) MALA DIRETA POSTAL ESPECIAL&#39;, &#39;El Fogón&#39;,
       &#39;EL FOGÓN&#39;, &#39;ESTANCIA DEL PUERTO&#39;, &#39;La Chacra Del Puerto&#39;,
       &#39;PATRIA EXPRESS&#39;, &#39;THE FAMOUS GROUSE&#39;, &#39;Radio Taxi Comunitario&#39;,
       &#39;Táxi&#39;, &#39;Taxi&#39;, &#39;TAXI&#39;, &#39;VOYENTAXI&#39;, &#39;Voyentaxi&#39;, &#39;HOLIDAY INN&#39;,
       &#39;DAKOTA&#39;, &#39;DAKOTA ESTRELLA BRILHANTE SA&#39;, &#39;EL PALENQUE&#39;, &#39;HRU S.A&#39;,
       &#39;Restaurant 1921&#39;, &#39;SOFITEL&#39;, &#39;SOFTEL LUXURY HOTELS&#39;, &#39;DAZZLER&#39;,
       &#39;BORGATTA&#39;, &#39;EL VIEJO Y EL MAR&#39;, &#39;PUNTA CUORE&#39;,
       &#39;UNO BUENOS AIRS SUITES&#39;, &#39;DAKOTA ESTRELLA BRILHANTE S.A.&#39;,
       &#39;Center on the Developing Child Harvard University&#39;,
       &#39;ARCOS DORADOS URUGUAY S.A.&#39;, &#39;arcos dorados uruguay sa&#39;,
       &#39;BIARRITZ SRL&#39;, &#39;DAKOTA ESTRELA BRILHANTE S.A.&#39;,
       &#39;dakota estrella brillante sa&#39;, &#39;Burguer Redwood City&#39;,
       &#34;Marina&#39;s Cafe&#34;, &#39;The Cheesecake Factory SS&#39;, &#39;The Voya Restaurant&#39;,
       &#39;THE EURO PACIFIC HOTEL&#39;, &#39;THE PACIFIC EURO HOTEL&#39;,
       &#39;A Yellow TaxiCabs&#39;, &#39;SF TOWN TAXI&#39;, &#39;Taxicab Fare&#39;,
       &#39;Yellow CAB Cooperative&#39;, &#39;YELLOW CARD SRVS&#39;], dtype=object)</pre>
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<p>Let's see how one that we know for sure being from another country, try to find specificities. Aparently, nothing special about it.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">montevideo_expense</span> <span class="o">=</span> <span class="n">wo_cnpj_cpf</span><span class="p">[</span><span class="n">wo_cnpj_cpf</span><span class="p">[</span><span class="s1">&#39;supplier&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;Dazzler Hotel Montevideo&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">montevideo_expense</span>
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<pre>document_id                                                             5773449
congressperson_name                                               DOMINGOS NETO
congressperson_id                                                        143632
congressperson_document                                                      97
term                                                                       2015
state                                                                        CE
party                                                                       PSD
term_id                                                                      55
subquota_number                                                              14
subquota_description          Lodging, except for congressperson from Distri...
subquota_group_id                                                             0
subquota_group_description                                                  NaN
supplier                                               Dazzler Hotel Montevideo
cnpj_cpf                                                                    NaN
document_number                                                           37264
document_type                                                                 3
issue_date                                                  2015-08-18 00:00:00
document_value                                                           706.54
remark_value                                                                  0
net_value                                                                706.54
month                                                                         8
year                                                                       2015
installment                                                                   0
passenger                                                                   NaN
leg_of_the_trip                                                             NaN
batch_number                                                            1220672
reimbursement_number                                                       5137
reimbursement_value                                                         NaN
applicant_id                                                               2329
Name: 94608, dtype: object</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">document_url</span><span class="p">(</span><span class="n">montevideo_expense</span><span class="p">))</span>
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<pre>http://www.camara.gov.br/cota-parlamentar/documentos/publ/2329/2015/5773449.pdf
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">wo_cnpj_cpf</span><span class="p">[</span><span class="s1">&#39;supplier&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">wo_cnpj_cpf</span><span class="p">[</span><span class="s1">&#39;supplier&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
<span class="n">ranking_suppliers_wo_cnpj</span> <span class="o">=</span> <span class="n">wo_cnpj_cpf</span><span class="o">.</span> \
    <span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;supplier&#39;</span><span class="p">,</span> <span class="n">as_index</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span> \
    <span class="n">count</span><span class="p">()[[</span><span class="s1">&#39;supplier&#39;</span><span class="p">,</span> <span class="s1">&#39;applicant_id&#39;</span><span class="p">]]</span><span class="o">.</span> \
    <span class="n">sort_values</span><span class="p">(</span><span class="s1">&#39;applicant_id&#39;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ranking_suppliers_wo_cnpj</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<pre>/Users/irio/anaconda3/envs/serenata_de_amor/lib/python3.5/site-packages/ipykernel/__main__.py:1: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
  if __name__ == &#39;__main__&#39;:
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    <tr style="text-align: right;">
      <th></th>
      <th>supplier</th>
      <th>applicant_id</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>33</th>
      <td>celular funcional</td>
      <td>12244</td>
    </tr>
    <tr>
      <th>66</th>
      <td>correios - sedex convencional</td>
      <td>10163</td>
    </tr>
    <tr>
      <th>169</th>
      <td>ramal</td>
      <td>6238</td>
    </tr>
    <tr>
      <th>45</th>
      <td>correios - carta comercial</td>
      <td>5870</td>
    </tr>
    <tr>
      <th>55</th>
      <td>correios - encomenda pac</td>
      <td>3207</td>
    </tr>
  </tbody>
</table>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">expenses_in_brazil</span> <span class="o">=</span> <span class="n">ranking_suppliers_wo_cnpj</span><span class="p">[</span><span class="s1">&#39;supplier&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">contains</span><span class="p">(</span><span class="s1">&#39;correios&#39;</span><span class="p">)</span> <span class="o">|</span> \
    <span class="n">ranking_suppliers_wo_cnpj</span><span class="p">[</span><span class="s1">&#39;supplier&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">isin</span><span class="p">([</span>
            <span class="s1">&#39;celular funcional&#39;</span><span class="p">,</span>
            <span class="s1">&#39;imóvel funcional&#39;</span><span class="p">,</span>
            <span class="s1">&#39;ramal&#39;</span><span class="p">])</span>
<span class="n">ranking_suppliers_wo_cnpj</span><span class="p">[</span><span class="o">~</span><span class="n">expenses_in_brazil</span><span class="p">]</span>
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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>supplier</th>
      <th>applicant_id</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>87</th>
      <td>dazzler hotel montevideo</td>
      <td>27</td>
    </tr>
    <tr>
      <th>216</th>
      <td>verifone</td>
      <td>11</td>
    </tr>
    <tr>
      <th>174</th>
      <td>russell house</td>
      <td>7</td>
    </tr>
    <tr>
      <th>124</th>
      <td>it taxi</td>
      <td>5</td>
    </tr>
    <tr>
      <th>193</th>
      <td>taxi</td>
      <td>4</td>
    </tr>
    <tr>
      <th>18</th>
      <td>bellagio</td>
      <td>4</td>
    </tr>
    <tr>
      <th>98</th>
      <td>el palenque</td>
      <td>4</td>
    </tr>
    <tr>
      <th>36</th>
      <td>center on the developing child - ncpi</td>
      <td>3</td>
    </tr>
    <tr>
      <th>37</th>
      <td>center on the developing child harvard university</td>
      <td>3</td>
    </tr>
    <tr>
      <th>99</th>
      <td>el viejo y el mar</td>
      <td>3</td>
    </tr>
    <tr>
      <th>148</th>
      <td>nola</td>
      <td>3</td>
    </tr>
    <tr>
      <th>27</th>
      <td>cafe patria</td>
      <td>3</td>
    </tr>
    <tr>
      <th>149</th>
      <td>núcleo ciência pela infância</td>
      <td>3</td>
    </tr>
    <tr>
      <th>109</th>
      <td>gol linhas aéreas</td>
      <td>3</td>
    </tr>
    <tr>
      <th>154</th>
      <td>padiglione giappone</td>
      <td>2</td>
    </tr>
    <tr>
      <th>130</th>
      <td>klevitz e klas viagens e turismo ltda epp</td>
      <td>2</td>
    </tr>
    <tr>
      <th>133</th>
      <td>la chacra del puerto</td>
      <td>2</td>
    </tr>
    <tr>
      <th>88</th>
      <td>dazzler montevideo</td>
      <td>2</td>
    </tr>
    <tr>
      <th>155</th>
      <td>park lane hotel</td>
      <td>2</td>
    </tr>
    <tr>
      <th>163</th>
      <td>president and fellows of havard</td>
      <td>2</td>
    </tr>
    <tr>
      <th>77</th>
      <td>cutcsa</td>
      <td>2</td>
    </tr>
    <tr>
      <th>167</th>
      <td>radio taxi 6969</td>
      <td>2</td>
    </tr>
    <tr>
      <th>97</th>
      <td>el fogón</td>
      <td>2</td>
    </tr>
    <tr>
      <th>173</th>
      <td>restaurante patria</td>
      <td>2</td>
    </tr>
    <tr>
      <th>90</th>
      <td>delta air lines</td>
      <td>2</td>
    </tr>
    <tr>
      <th>187</th>
      <td>tacolicious</td>
      <td>2</td>
    </tr>
    <tr>
      <th>165</th>
      <td>punta cuore</td>
      <td>2</td>
    </tr>
    <tr>
      <th>112</th>
      <td>holiday inn</td>
      <td>2</td>
    </tr>
    <tr>
      <th>214</th>
      <td>uno buenos aires suites</td>
      <td>2</td>
    </tr>
    <tr>
      <th>203</th>
      <td>the voya restaurant</td>
      <td>2</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>127</th>
      <td>johnny rocket's</td>
      <td>1</td>
    </tr>
    <tr>
      <th>128</th>
      <td>jw marriot hotel</td>
      <td>1</td>
    </tr>
    <tr>
      <th>129</th>
      <td>kempinsk hotel bristol</td>
      <td>1</td>
    </tr>
    <tr>
      <th>131</th>
      <td>klima hotel milano fiere</td>
      <td>1</td>
    </tr>
    <tr>
      <th>132</th>
      <td>klm cia real</td>
      <td>1</td>
    </tr>
    <tr>
      <th>134</th>
      <td>la compania del oriente</td>
      <td>1</td>
    </tr>
    <tr>
      <th>135</th>
      <td>la criolla</td>
      <td>1</td>
    </tr>
    <tr>
      <th>113</th>
      <td>holyday inn</td>
      <td>1</td>
    </tr>
    <tr>
      <th>111</th>
      <td>happening stgo</td>
      <td>1</td>
    </tr>
    <tr>
      <th>84</th>
      <td>damus limousine service</td>
      <td>1</td>
    </tr>
    <tr>
      <th>96</th>
      <td>el al</td>
      <td>1</td>
    </tr>
    <tr>
      <th>85</th>
      <td>dan panorama tel aviv hotel &amp; convention center</td>
      <td>1</td>
    </tr>
    <tr>
      <th>86</th>
      <td>dazzler</td>
      <td>1</td>
    </tr>
    <tr>
      <th>89</th>
      <td>decolar.com</td>
      <td>1</td>
    </tr>
    <tr>
      <th>91</th>
      <td>despesa alimentação israel</td>
      <td>1</td>
    </tr>
    <tr>
      <th>92</th>
      <td>dgi</td>
      <td>1</td>
    </tr>
    <tr>
      <th>93</th>
      <td>dgi - internacional meal company panama s.a.</td>
      <td>1</td>
    </tr>
    <tr>
      <th>94</th>
      <td>dgi - internacional meal company panamá s.a.</td>
      <td>1</td>
    </tr>
    <tr>
      <th>95</th>
      <td>don peperone</td>
      <td>1</td>
    </tr>
    <tr>
      <th>100</th>
      <td>elior roissy sarl</td>
      <td>1</td>
    </tr>
    <tr>
      <th>110</th>
      <td>gordon ramsay's</td>
      <td>1</td>
    </tr>
    <tr>
      <th>101</th>
      <td>estancia del puerto</td>
      <td>1</td>
    </tr>
    <tr>
      <th>102</th>
      <td>expouy s.a</td>
      <td>1</td>
    </tr>
    <tr>
      <th>103</th>
      <td>fishbeck's shell</td>
      <td>1</td>
    </tr>
    <tr>
      <th>104</th>
      <td>frog maxi shop</td>
      <td>1</td>
    </tr>
    <tr>
      <th>105</th>
      <td>frtoperadora de turismo ltda</td>
      <td>1</td>
    </tr>
    <tr>
      <th>106</th>
      <td>garcia</td>
      <td>1</td>
    </tr>
    <tr>
      <th>107</th>
      <td>giulia</td>
      <td>1</td>
    </tr>
    <tr>
      <th>108</th>
      <td>gol linhas aereas</td>
      <td>1</td>
    </tr>
    <tr>
      <th>224</th>
      <td>zori bistro</td>
      <td>1</td>
    </tr>
  </tbody>
</table>
<p>191 rows × 2 columns</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">expense</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;supplier&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;gordon ramsay</span><span class="se">\&#39;</span><span class="s1">s&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">expense</span>
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<pre>document_id                               5660757
congressperson_name                  AFONSO MOTTA
congressperson_id                          178835
congressperson_document                       490
term                                         2015
state                                          RS
party                                         PDT
term_id                                        55
subquota_number                                13
subquota_description          Congressperson meal
subquota_group_id                               0
subquota_group_description                    NaN
supplier                          GORDON RAMSAY&#39;S
cnpj_cpf                                      NaN
document_number                           8881096
document_type                                   2
issue_date                    2015-04-14 00:00:00
document_value                              83.45
remark_value                                    0
net_value                                   83.45
month                                           4
year                                         2015
installment                                     0
passenger                                     NaN
leg_of_the_trip                               NaN
batch_number                              1184874
reimbursement_number                         5009
reimbursement_value                           NaN
applicant_id                                 2880
Name: 7363, dtype: object</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">document_url</span><span class="p">(</span><span class="n">expense</span><span class="p">))</span>
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<pre>http://www.camara.gov.br/cota-parlamentar/documentos/publ/2880/2015/5660757.pdf
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