Capstone_Final Project.html

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.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
div.traceback-wrapper pre.traceback {
  max-height: 600px;
  overflow: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  display: flex;
  flex-direction: row;
  justify-content: space-between;
  padding: 5px;
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
[dir="rtl"] #ipython_notebook {
  margin-right: 10px;
  margin-left: 0;
}
[dir="rtl"] #ipython_notebook.pull-left {
  float: right !important;
  float: right;
}
.flex-spacer {
  flex: 1;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#kernel_logo_widget {
  margin: 0 10px;
}
span#login_widget {
  float: right;
}
[dir="rtl"] span#login_widget {
  float: left;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
.modal-header {
  cursor: move;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
[dir="rtl"] .center-nav form.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] .center-nav .navbar-text {
  float: right;
}
[dir="rtl"] .navbar-inner {
  text-align: right;
}
[dir="rtl"] div.text-left {
  text-align: right;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  position: absolute;
  display: block;
  width: 100%;
  height: 100%;
  overflow: hidden;
  cursor: pointer;
  opacity: 0;
  z-index: 2;
}
.alternate_upload .btn-xs > input.fileinput {
  margin: -1px -5px;
}
.alternate_upload .btn-upload {
  position: relative;
  height: 22px;
}
::-webkit-file-upload-button {
  cursor: pointer;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
ul#tabs {
  margin-bottom: 4px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
[dir="rtl"] ul#tabs.nav-tabs > li {
  float: right;
}
[dir="rtl"] ul#tabs.nav.nav-tabs {
  padding-right: 0;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .list_toolbar .col-sm-4,
[dir="rtl"] .list_toolbar .col-sm-8 {
  float: right;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: text-bottom;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
[dir="rtl"] .list_item > div input {
  margin-right: 0;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_modified {
  margin-right: 7px;
  margin-left: 7px;
}
[dir="rtl"] .item_modified.pull-right {
  float: left !important;
  float: left;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
[dir="rtl"] .item_buttons.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .item_buttons .kernel-name {
  margin-left: 7px;
  float: right;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
.sort_button {
  display: inline-block;
  padding-left: 7px;
}
[dir="rtl"] .sort_button.pull-right {
  float: left !important;
  float: left;
}
#tree-selector {
  padding-right: 0px;
}
#button-select-all {
  min-width: 50px;
}
[dir="rtl"] #button-select-all.btn {
  float: right ;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
  margin-top: 2px;
  height: 16px;
}
[dir="rtl"] #select-all.pull-left {
  float: right !important;
  float: right;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.fa-pull-left {
  margin-right: .3em;
}
.folder_icon:before.fa-pull-right {
  margin-left: .3em;
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.fa-pull-left {
  margin-right: .3em;
}
.file_icon:before.fa-pull-right {
  margin-left: .3em;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
#new-menu .dropdown-header {
  font-size: 10px;
  border-bottom: 1px solid #e5e5e5;
  padding: 0 0 3px;
  margin: -3px 20px 0;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.move-button {
  display: none;
}
.download-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
.CodeMirror-dialog {
  background-color: #fff;
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI escape sequences */
/* The color values are a mix of
   http://www.xcolors.net/dl/baskerville-ivorylight and
   http://www.xcolors.net/dl/euphrasia */
.ansi-black-fg {
  color: #3E424D;
}
.ansi-black-bg {
  background-color: #3E424D;
}
.ansi-black-intense-fg {
  color: #282C36;
}
.ansi-black-intense-bg {
  background-color: #282C36;
}
.ansi-red-fg {
  color: #E75C58;
}
.ansi-red-bg {
  background-color: #E75C58;
}
.ansi-red-intense-fg {
  color: #B22B31;
}
.ansi-red-intense-bg {
  background-color: #B22B31;
}
.ansi-green-fg {
  color: #00A250;
}
.ansi-green-bg {
  background-color: #00A250;
}
.ansi-green-intense-fg {
  color: #007427;
}
.ansi-green-intense-bg {
  background-color: #007427;
}
.ansi-yellow-fg {
  color: #DDB62B;
}
.ansi-yellow-bg {
  background-color: #DDB62B;
}
.ansi-yellow-intense-fg {
  color: #B27D12;
}
.ansi-yellow-intense-bg {
  background-color: #B27D12;
}
.ansi-blue-fg {
  color: #208FFB;
}
.ansi-blue-bg {
  background-color: #208FFB;
}
.ansi-blue-intense-fg {
  color: #0065CA;
}
.ansi-blue-intense-bg {
  background-color: #0065CA;
}
.ansi-magenta-fg {
  color: #D160C4;
}
.ansi-magenta-bg {
  background-color: #D160C4;
}
.ansi-magenta-intense-fg {
  color: #A03196;
}
.ansi-magenta-intense-bg {
  background-color: #A03196;
}
.ansi-cyan-fg {
  color: #60C6C8;
}
.ansi-cyan-bg {
  background-color: #60C6C8;
}
.ansi-cyan-intense-fg {
  color: #258F8F;
}
.ansi-cyan-intense-bg {
  background-color: #258F8F;
}
.ansi-white-fg {
  color: #C5C1B4;
}
.ansi-white-bg {
  background-color: #C5C1B4;
}
.ansi-white-intense-fg {
  color: #A1A6B2;
}
.ansi-white-intense-bg {
  background-color: #A1A6B2;
}
.ansi-default-inverse-fg {
  color: #FFFFFF;
}
.ansi-default-inverse-bg {
  background-color: #000000;
}
.ansi-bold {
  font-weight: bold;
}
.ansi-underline {
  text-decoration: underline;
}
/* The following styles are deprecated an will be removed in a future version */
.ansibold {
  font-weight: bold;
}
.ansi-inverse {
  outline: 0.5px dotted;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  position: relative;
  overflow: visible;
}
div.cell:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: transparent;
}
div.cell.jupyter-soft-selected {
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected,
div.cell.selected.jupyter-soft-selected {
  border-color: #ababab;
}
div.cell.selected:before,
div.cell.selected.jupyter-soft-selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #42A5F5;
}
@media print {
  div.cell.selected,
  div.cell.selected.jupyter-soft-selected {
    border-color: transparent;
  }
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
}
.edit_mode div.cell.selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #66BB6A;
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  /* Note that this should set vertical padding only, since CodeMirror assumes
       that horizontal padding will be set on CodeMirror pre */
  padding: 0.4em 0;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
    use .CodeMirror-lines for vertical */
  padding: 0 0.4em;
  border: 0;
  border-radius: 0;
}
.CodeMirror-cursor {
  border-left: 1.4px solid black;
}
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .CodeMirror-cursor {
    border-left: 2px solid black;
  }
}
@media screen and (min-width: 4320px) {
  .CodeMirror-cursor {
    border-left: 4px solid black;
  }
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
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fieldset[disabled] .notification_widget.danger:focus,
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span.save_widget {
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span.checkpoint_status,
span.autosave_status {
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@media (max-width: 767px) {
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@media (min-width: 768px) and (max-width: 991px) {
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}
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/**
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/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
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  top: 10px;
  width: 25px;
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.terminal-app {
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}
.terminal-app #header {
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.terminal-app .terminal {
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  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
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<h1 id="Project-Capstone:-Which-neighborhood-to-buy-a-house?">Project Capstone: Which neighborhood to buy a house?<a class="anchor-link" href="#Project-Capstone:-Which-neighborhood-to-buy-a-house?">¶</a></h1>
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<h2 id="Introduction">Introduction<a class="anchor-link" href="#Introduction">¶</a></h2>
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<p>Investing in property has been a lucrative business over the past 
years. The average house prices in the, densely populated, Netherlands 
have been skyrocketing over the past years. An estimate done by several 
research institutions showed that between 2017 and 2019, the prices 
increased on average with  9.7%. This research will focus on the city 
Delft. “Why Delft?”, it is a beautiful city in the center of the 
Netherlands, with a strong technical university. This results in a 
population that is relatively young and therefore with many first-time 
buyers. This study will develop a model to determine good neighborhoods 
in Delft to settle for young adults and potentially have children.</p>

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<h2 id="Data-Requirements:">Data Requirements:<a class="anchor-link" href="#Data-Requirements:">¶</a></h2>
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<p>In order to come up with a model that can predict if a neighborhood 
is suitable for a new family. We need to determine what is important for
 a new family. After a deep dive( and talking with the subject matter 
experts, aka. The author, cause I am in that situation), the following 
features have been selected:</p>
<ul>
<li>Vegetation (Trees)</li>
<li>Water (canals and ponds)</li>
<li>Playgrounds</li>
<li>Venues (incl. object of interest)</li>
</ul>
<p>Based on these features, we can develop a model and evaluate the 
attractiveness of a neighborhood in which we want to invest. The data 
should contain at least:</p>
<ul>
<li>Longitude and latitude, in order to decide in which neighborhood, they belong.</li>
<li>Count per neighborhood of the features discussed above. </li>
<li>Open source, and freely accessible</li>
<li>We need GEO data on the city of Delft.</li>
</ul>

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<h2 id="Data-collection-&amp;-understanding:">Data collection &amp; understanding:<a class="anchor-link" href="#Data-collection-&amp;-understanding:">¶</a></h2>
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<p>The above features were selected, among others, based on their 
availability. The municipality of Delft provides several open access 
data sets. These sources will cover: “Vegetation, Water, Playground”. 
The Four Square API will be used to collect venues per neighborhood.</p>
<p>Before we can prepare the data, we need to study the different data sources:</p>
<ul>
<li>Vegetation dataset: list of trees which are taken care of by the 
municipality, additional information includes longitude, latitude, 
height, shape, level of maintenance, type, age etc. </li>
<li>Water dataset: list of water sources such as locations of canals and
 ponds, the level of maintenance, if it needs mowing and the caretaker 
etc. </li>
<li>Playgrounds dataset: playgrounds with longitude, latitude, size, level of maintenance, caretaker and year of development etc. </li>
<li>Foursquare Api; Venues or object of interest within a certain 
radius. Additional information includes categories and names of the 
venues. </li>
</ul>
<p>The GEOdata per neighborhood is not available and has to be created from scratch. This is done using the tool: <a href="http://geojson.io/">http://geojson.io/</a>. With this tool, you can draw polygon on the map and later plot these polygons over the folium map. 
Data Preparation:
The opensource data needs little preparation they are already provided in easy handling formats such as csv and Json.</p>

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<h2 id="Used-packages:">Used packages:<a class="anchor-link" href="#Used-packages:">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">folium</span>
<span class="kn">from</span> <span class="nn">folium.features</span> <span class="k">import</span> <span class="n">DivIcon</span>

<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">from</span> <span class="nn">pandas.io.json</span> <span class="k">import</span> <span class="n">json_normalize</span>

<span class="kn">import</span> <span class="nn">json</span>
<span class="kn">import</span> <span class="nn">requests</span>

<span class="kn">from</span> <span class="nn">sklearn.cluster</span> <span class="k">import</span> <span class="n">KMeans</span>
<span class="kn">from</span> <span class="nn">sklearn</span> <span class="k">import</span> <span class="n">preprocessing</span>

<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
</pre></div>

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<h2 id="General-Data-Delft">General Data Delft<a class="anchor-link" href="#General-Data-Delft">¶</a></h2>
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<p>General data from Delft has been collected by web searches</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#location of the centers, area and population of each neighborhood</span>
<span class="n">center_Location</span> <span class="o">=</span><span class="p">{</span><span class="s1">'Tanthof'</span> <span class="p">:</span> <span class="p">[</span><span class="mf">51.982308</span><span class="p">,</span>  <span class="mf">4.351760</span><span class="p">,</span><span class="mf">5.86</span><span class="p">,</span><span class="mi">17126</span><span class="p">],</span>
                  <span class="s1">'Voorhof'</span> <span class="p">:</span> <span class="p">[</span><span class="mf">51.996322</span><span class="p">,</span> <span class="mf">4.344202</span><span class="p">,</span><span class="mf">5.02</span><span class="p">,</span><span class="mi">30003</span><span class="p">],</span>
                  <span class="s1">'Binnenstad'</span> <span class="p">:[</span><span class="mf">52.013576</span><span class="p">,</span> <span class="mf">4.364522</span><span class="p">,</span><span class="mf">4.49</span><span class="p">,</span><span class="mi">44456</span><span class="p">],</span>
                  <span class="s1">'Buitenhof'</span><span class="p">:[</span><span class="mf">52.009339</span><span class="p">,</span> <span class="mf">4.334157</span><span class="p">,</span><span class="mf">2.06</span><span class="p">,</span><span class="mi">17990</span><span class="p">],</span>
                  <span class="s1">'Schieweg_Zuid'</span><span class="p">:</span> <span class="p">[</span><span class="mf">51.988527</span><span class="p">,</span> <span class="mf">4.383054</span><span class="p">,</span><span class="mf">2.26</span><span class="p">,</span><span class="mi">8213</span><span class="p">]</span>
                 <span class="p">}</span> 
   
<span class="n">df_CL</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">center_Location</span><span class="p">)</span>
<span class="n">df_CL</span> <span class="o">=</span> <span class="n">df_CL</span><span class="o">.</span><span class="n">transpose</span><span class="p">()</span>
<span class="n">df_CL</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="mi">0</span><span class="p">:</span><span class="s1">'lat'</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="s1">'long'</span><span class="p">,</span><span class="mi">2</span><span class="p">:</span><span class="s1">'Square Km'</span><span class="p">,</span><span class="mi">3</span><span class="p">:</span><span class="s1">'Population'</span><span class="p">},</span><span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">df_CL</span><span class="p">[</span><span class="s1">'Pop. density (Pop./KM)'</span><span class="p">]</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">df_CL</span><span class="p">[</span><span class="s1">'Population'</span><span class="p">]</span><span class="o">/</span> <span class="n">df_CL</span><span class="p">[</span><span class="s1">'Square Km'</span><span class="p">],</span><span class="o">-</span><span class="mi">2</span><span class="p">)</span>
<span class="n">df_CL</span>
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  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>lat</th>
      <th>long</th>
      <th>Square Km</th>
      <th>Population</th>
      <th>Pop. density (Pop./KM)</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>Tanthof</th>
      <td>51.982308</td>
      <td>4.351760</td>
      <td>5.86</td>
      <td>17126.0</td>
      <td>2900.0</td>
    </tr>
    <tr>
      <th>Voorhof</th>
      <td>51.996322</td>
      <td>4.344202</td>
      <td>5.02</td>
      <td>30003.0</td>
      <td>6000.0</td>
    </tr>
    <tr>
      <th>Binnenstad</th>
      <td>52.013576</td>
      <td>4.364522</td>
      <td>4.49</td>
      <td>44456.0</td>
      <td>9900.0</td>
    </tr>
    <tr>
      <th>Buitenhof</th>
      <td>52.009339</td>
      <td>4.334157</td>
      <td>2.06</td>
      <td>17990.0</td>
      <td>8700.0</td>
    </tr>
    <tr>
      <th>Schieweg_Zuid</th>
      <td>51.988527</td>
      <td>4.383054</td>
      <td>2.26</td>
      <td>8213.0</td>
      <td>3600.0</td>
    </tr>
  </tbody>
</table>
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<h3 id="Let's-explore-Delft-a-little-bit-more.-If-we-plot-the-above-dataframe-on-a-map-of-Delft,-so-we-can-understand-Delft's-layout-a-bit-better">Let's
 explore Delft a little bit more. If we plot the above dataframe on a 
map of Delft, so we can understand Delft's layout a bit better<a class="anchor-link" href="#Let's-explore-Delft-a-little-bit-more.-If-we-plot-the-above-dataframe-on-a-map-of-Delft,-so-we-can-understand-Delft's-layout-a-bit-better">¶</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Json file decribing the polygons of Delft. </span>
<span class="n">Wijken_delft_json</span> <span class="o">=</span> <span class="sa">r</span><span class="s1">'C:\Users\perin\OneDrive\Desktop\Kristian\Neighboroughed Delft_3.json'</span>

<span class="c1">#Coordinates of Delft</span>
<span class="n">latitude</span> <span class="o">=</span> <span class="mf">52.0050</span>
<span class="n">longitude</span> <span class="o">=</span> <span class="mf">4.3571</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># create map of Delft using latitude and longitude values</span>
<span class="n">map_Delft</span> <span class="o">=</span> <span class="n">folium</span><span class="o">.</span><span class="n">Map</span><span class="p">(</span><span class="n">location</span><span class="o">=</span><span class="p">[</span><span class="n">latitude</span><span class="p">,</span> <span class="n">longitude</span><span class="p">],</span> <span class="n">zoom_start</span><span class="o">=</span><span class="mi">13</span><span class="p">,</span><span class="n">tiles</span><span class="o">=</span><span class="s1">'OpenStreetMap'</span><span class="p">)</span>

<span class="n">folium</span><span class="o">.</span><span class="n">GeoJson</span><span class="p">(</span><span class="n">Wijken_delft_json</span><span class="p">)</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">map_Delft</span><span class="p">)</span>

<span class="c1"># Add the color for the chloropleth:</span>
<span class="n">map_Delft</span><span class="o">.</span><span class="n">choropleth</span><span class="p">(</span>
 <span class="n">geo_data</span><span class="o">=</span> <span class="n">Wijken_delft_json</span><span class="p">,</span>
 <span class="n">name</span><span class="o">=</span><span class="s1">'choropleth'</span><span class="p">,</span>
 <span class="n">data</span><span class="o">=</span> <span class="n">df_CL</span><span class="p">,</span>
 <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="n">df_CL</span><span class="o">.</span><span class="n">index</span><span class="p">,</span> <span class="s1">'Pop. density (Pop./KM)'</span><span class="p">],</span>
 <span class="n">key_on</span><span class="o">=</span><span class="s1">'properties.name'</span><span class="p">,</span>
 <span class="n">fill_color</span><span class="o">=</span><span class="s1">'PuBuGn'</span><span class="p">,</span>
 <span class="n">fill_opacity</span><span class="o">=</span><span class="mf">0.7</span><span class="p">,</span>
 <span class="n">line_opacity</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span>
 <span class="n">legend_name</span><span class="o">=</span><span class="s1">'Population Density'</span>
<span class="p">)</span>
<span class="n">folium</span><span class="o">.</span><span class="n">LayerControl</span><span class="p">()</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">map_Delft</span><span class="p">)</span>

<span class="c1">#add markers to map</span>
<span class="k">for</span> <span class="n">lat</span><span class="p">,</span> <span class="n">lng</span><span class="p">,</span> <span class="n">name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">df_CL</span><span class="p">[</span><span class="s1">'lat'</span><span class="p">],</span> <span class="n">df_CL</span><span class="p">[</span><span class="s1">'long'</span><span class="p">],</span> <span class="n">df_CL</span><span class="o">.</span><span class="n">index</span><span class="p">):</span>
    <span class="n">label</span> <span class="o">=</span> <span class="s1">'</span><span class="si">{}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">name</span><span class="p">)</span>
    <span class="n">label</span> <span class="o">=</span> <span class="n">folium</span><span class="o">.</span><span class="n">Popup</span><span class="p">(</span><span class="n">label</span><span class="p">,</span> <span class="n">parse_html</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    <span class="n">folium</span><span class="o">.</span><span class="n">CircleMarker</span><span class="p">(</span>
        <span class="p">[</span><span class="n">lat</span><span class="p">,</span> <span class="n">lng</span><span class="p">],</span>
        <span class="n">radius</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span>
        <span class="n">popup</span><span class="o">=</span><span class="n">label</span><span class="p">,</span>
        <span class="n">color</span><span class="o">=</span><span class="s1">'Blue'</span><span class="p">,</span>
        <span class="n">fill</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
        <span class="n">fill_color</span><span class="o">=</span><span class="s1">'#4868FF'</span><span class="p">,</span>
        <span class="n">fill_opacity</span><span class="o">=</span><span class="mf">0.7</span><span class="p">,</span>
        <span class="n">parse_html</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">map_Delft</span><span class="p">)</span>      

    <span class="n">folium</span><span class="o">.</span><span class="n">map</span><span class="o">.</span><span class="n">Marker</span><span class="p">(</span>
        <span class="p">[</span><span class="n">lat</span><span class="p">,</span><span class="n">lng</span><span class="p">],</span>
        <span class="n">icon</span><span class="o">=</span><span class="n">DivIcon</span><span class="p">(</span>
            <span class="n">icon_size</span><span class="o">=</span><span class="p">(</span><span class="mi">150</span><span class="p">,</span><span class="mi">36</span><span class="p">),</span>
            <span class="n">icon_anchor</span><span class="o">=</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">),</span>
            <span class="n">html</span><span class="o">=</span><span class="s1">'&lt;div style="font-size: 15pt"&gt;</span><span class="si">%s</span><span class="s1">&lt;/div&gt;'</span> <span class="o">%</span> <span class="n">name</span>
            <span class="p">)</span>
    <span class="p">)</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">map_Delft</span><span class="p">)</span>  
<span class="n">map_Delft</span>
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<pre>C:\Programs\Anaconda3\lib\site-packages\folium\folium.py:415: FutureWarning: The choropleth  method has been deprecated. Instead use the new Choropleth class, which has the same arguments. See the example notebook 'GeoJSON_and_choropleth' for how to do this.
  FutureWarning
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        <script>
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    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <meta name="viewport" content="width=device-width,
                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
            <style>
                #map_98dda1a5ce2f40aabc9dcbdd9e88c7bf {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
    <script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script>
</head>
<body>    
    
            <div class="folium-map" id="map_98dda1a5ce2f40aabc9dcbdd9e88c7bf" ></div>
        
</body>
<script>    
    
            var map_98dda1a5ce2f40aabc9dcbdd9e88c7bf = L.map(
                "map_98dda1a5ce2f40aabc9dcbdd9e88c7bf",
                {
                    center: [52.005, 4.3571],
                    crs: L.CRS.EPSG3857,
                    zoom: 13,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_2bef9826f6584926baccb8e2d70d805d = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
        function geo_json_ab2dfd6711514ff085321bfbb9051751_onEachFeature(feature, layer) {
            layer.on({
                click: function(e) {
                    map_98dda1a5ce2f40aabc9dcbdd9e88c7bf.fitBounds(e.target.getBounds());
                }
            });
        };
        var geo_json_ab2dfd6711514ff085321bfbb9051751 = L.geoJson(null, {
                onEachFeature: geo_json_ab2dfd6711514ff085321bfbb9051751_onEachFeature,
            
        });
        function geo_json_ab2dfd6711514ff085321bfbb9051751_add (data) {
            geo_json_ab2dfd6711514ff085321bfbb9051751.addData(data)
                .addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        }
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    color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.x = d3.scale.linear()
              .domain([2900.0, 9900.0])
              .range([0, 400]);

    color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.legend = L.control({position: 'topright'});
    color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
    color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.legend.addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);

    color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.xAxis = d3.svg.axis()
        .scale(color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.x)
        .orient("top")
        .tickSize(1)
        .tickValues([2900.0, 4066.666666666667, 5233.333333333334, 6400.0, 7566.666666666667, 8733.333333333334, 9900.0]);

    color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.svg = d3.select(".legend.leaflet-control").append("svg")
        .attr("id", 'legend')
        .attr("width", 450)
        .attr("height", 40);

    color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.g = color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.svg.append("g")
        .attr("class", "key")
        .attr("transform", "translate(25,16)");

    color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.g.selectAll("rect")
        .data(color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.color.range().map(function(d, i) {
          return {
            x0: i ? color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.x(color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.color.domain()[i - 1]) : color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.x.range()[0],
            x1: i < color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.color.domain().length ? color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.x(color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.color.domain()[i]) : color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.x.range()[1],
            z: d
          };
        }))
      .enter().append("rect")
        .attr("height", 10)
        .attr("x", function(d) { return d.x0; })
        .attr("width", function(d) { return d.x1 - d.x0; })
        .style("fill", function(d) { return d.z; });

    color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.g.call(color_map_d584b35a9f5546d7b6caaa0fe4d7e49a.xAxis).append("text")
        .attr("class", "caption")
        .attr("y", 21)
        .text('Population Density');
    
            var layer_control_162d07f5d40e47749a2081b1b02152ce = {
                base_layers : {
                    "openstreetmap" : tile_layer_2bef9826f6584926baccb8e2d70d805d,
                },
                overlays :  {
                    "macro_element_ab2dfd6711514ff085321bfbb9051751" : geo_json_ab2dfd6711514ff085321bfbb9051751,
                    "choropleth" : choropleth_2242b0c5e2d64876bf88750b54bec051,
                },
            };
            L.control.layers(
                layer_control_162d07f5d40e47749a2081b1b02152ce.base_layers,
                layer_control_162d07f5d40e47749a2081b1b02152ce.overlays,
                {"autoZIndex": true, "collapsed": true, "position": "topright"}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
            var circle_marker_de804644cf1d4cd08bea321838522ef6 = L.circleMarker(
                [51.982308, 4.35176],
                {"bubblingMouseEvents": true, "color": "Blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#4868FF", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
        var popup_09ff48a9df794798a52a40bfe1511566 = L.popup({"maxWidth": "100%"});

        
            var html_83c9f1c1f80d4750b3f43a46f4ee9f93 = $(`<div id="html_83c9f1c1f80d4750b3f43a46f4ee9f93" style="width: 100.0%; height: 100.0%;">Tanthof</div>`)[0];
            popup_09ff48a9df794798a52a40bfe1511566.setContent(html_83c9f1c1f80d4750b3f43a46f4ee9f93);
        

        circle_marker_de804644cf1d4cd08bea321838522ef6.bindPopup(popup_09ff48a9df794798a52a40bfe1511566)
        ;

        
    
    
            var marker_ef4bd0e688794d5fb24df1a85e6eb5a3 = L.marker(
                [51.982308, 4.35176],
                {}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
            var div_icon_426d886c23ea48f594391e414ce7482c = L.divIcon({"className": "empty", "html": "\u003cdiv style=\"font-size: 15pt\"\u003eTanthof\u003c/div\u003e", "iconAnchor": [0, 0], "iconSize": [150, 36]});
            marker_ef4bd0e688794d5fb24df1a85e6eb5a3.setIcon(div_icon_426d886c23ea48f594391e414ce7482c);
        
    
            var circle_marker_e2b6dfafe5624b049a72c29cbf835bd5 = L.circleMarker(
                [51.996322, 4.344202],
                {"bubblingMouseEvents": true, "color": "Blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#4868FF", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
        var popup_f927e1bdb914410d82348c85ec9e545c = L.popup({"maxWidth": "100%"});

        
            var html_4ae90ad2cbbc4e78a8547db1641a2e9c = $(`<div id="html_4ae90ad2cbbc4e78a8547db1641a2e9c" style="width: 100.0%; height: 100.0%;">Voorhof</div>`)[0];
            popup_f927e1bdb914410d82348c85ec9e545c.setContent(html_4ae90ad2cbbc4e78a8547db1641a2e9c);
        

        circle_marker_e2b6dfafe5624b049a72c29cbf835bd5.bindPopup(popup_f927e1bdb914410d82348c85ec9e545c)
        ;

        
    
    
            var marker_5c60c3c0d6a04b7794fc1c2807e3af36 = L.marker(
                [51.996322, 4.344202],
                {}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
            var div_icon_beaa526086cc47f5a17380df91cd7477 = L.divIcon({"className": "empty", "html": "\u003cdiv style=\"font-size: 15pt\"\u003eVoorhof\u003c/div\u003e", "iconAnchor": [0, 0], "iconSize": [150, 36]});
            marker_5c60c3c0d6a04b7794fc1c2807e3af36.setIcon(div_icon_beaa526086cc47f5a17380df91cd7477);
        
    
            var circle_marker_fdfc3a71363e4749994ba8e5e9a33013 = L.circleMarker(
                [52.013576, 4.364522],
                {"bubblingMouseEvents": true, "color": "Blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#4868FF", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
        var popup_8489939ab6944f0a97f7f84de843c6b7 = L.popup({"maxWidth": "100%"});

        
            var html_efe0587ccb574197845e5e71f7308261 = $(`<div id="html_efe0587ccb574197845e5e71f7308261" style="width: 100.0%; height: 100.0%;">Binnenstad</div>`)[0];
            popup_8489939ab6944f0a97f7f84de843c6b7.setContent(html_efe0587ccb574197845e5e71f7308261);
        

        circle_marker_fdfc3a71363e4749994ba8e5e9a33013.bindPopup(popup_8489939ab6944f0a97f7f84de843c6b7)
        ;

        
    
    
            var marker_d251fc4aed4748cb90cc81bb2cc594c2 = L.marker(
                [52.013576, 4.364522],
                {}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
            var div_icon_ceff734aea994f6f99d34c10ec1c81c7 = L.divIcon({"className": "empty", "html": "\u003cdiv style=\"font-size: 15pt\"\u003eBinnenstad\u003c/div\u003e", "iconAnchor": [0, 0], "iconSize": [150, 36]});
            marker_d251fc4aed4748cb90cc81bb2cc594c2.setIcon(div_icon_ceff734aea994f6f99d34c10ec1c81c7);
        
    
            var circle_marker_b557cab8d2f94d12b5a9f55aa99a3cbd = L.circleMarker(
                [52.009339, 4.334157],
                {"bubblingMouseEvents": true, "color": "Blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#4868FF", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
        var popup_c676d5ebe0884bf7bfb8e260cc66b86c = L.popup({"maxWidth": "100%"});

        
            var html_c0276be6626544f08cc3930cdbfd214a = $(`<div id="html_c0276be6626544f08cc3930cdbfd214a" style="width: 100.0%; height: 100.0%;">Buitenhof</div>`)[0];
            popup_c676d5ebe0884bf7bfb8e260cc66b86c.setContent(html_c0276be6626544f08cc3930cdbfd214a);
        

        circle_marker_b557cab8d2f94d12b5a9f55aa99a3cbd.bindPopup(popup_c676d5ebe0884bf7bfb8e260cc66b86c)
        ;

        
    
    
            var marker_2ad4586bb7784563b4c420370e39561f = L.marker(
                [52.009339, 4.334157],
                {}
            ).addTo(map_98dda1a5ce2f40aabc9dcbdd9e88c7bf);
        
    
            var div_icon_87fbefe9be164dd29ef817e5af94a2d7 = L.divIcon({"className": "empty", "html": "\u003cdiv style=\"font-size: 15pt\"\u003eBuitenhof\u003c/div\u003e", "iconAnchor": [0, 0], "iconSize": [150, 36]});
            marker_2ad4586bb7784563b4c420370e39561f.setIcon(div_icon_87fbefe9be164dd29ef817e5af94a2d7);
        
    
            var circle_marker_a68407d910ec4f808c9ddeddbb4b82ab = L.circleMarker(
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<p>As we can see on the map above, Delft Consist out of 5 neighborhoods. With 'Binnenstad' as the most densly populated area.</p>

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<h2 id="Get-Location-of-trees,-playgrounds-and-water-elements-in-Delft">Get Location of trees, playgrounds and water elements in Delft<a class="anchor-link" href="#Get-Location-of-trees,-playgrounds-and-water-elements-in-Delft">¶</a></h2>
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<h5 id="In-this-section,-we-will-collect-the-different-data-sources-we-will-use-for-our-further-analysis">In this section, we will collect the different data sources we will use for our further analysis<a class="anchor-link" href="#In-this-section,-we-will-collect-the-different-data-sources-we-will-use-for-our-further-analysis">¶</a></h5><p>As mentioned in the previous sections, we will look into:</p>
<ul>
<li>Vegetation (Trees)</li>
<li>Water (canals and ponds)</li>
<li>Playgrounds</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Datasources</span>
<span class="n">Trees</span> <span class="o">=</span> <span class="sa">r</span><span class="s1">'C:\Users\perin\Downloads\Bomen_in_beheer_door_gemeente_Delft.csv'</span>
<span class="n">playground</span> <span class="o">=</span> <span class="sa">r</span><span class="s1">'C:\Users\perin\Downloads\Speelplekken.csv'</span>
<span class="n">Water_elements_json</span> <span class="o">=</span> <span class="sa">r</span><span class="s1">'C:\Users\perin\Downloads\Wateren.geojson'</span>

<span class="c1">#reading the data in pandas DataFrame</span>
<span class="n">df_playgroud_Delft</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="n">playground</span><span class="p">)</span>
<span class="n">df_playgroud_Delft</span> <span class="o">=</span> <span class="n">df_playgroud_Delft</span>

<span class="n">df_Trees_Delft</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="n">Trees</span><span class="p">)</span>
<span class="n">df_Trees_Delft</span> <span class="o">=</span> <span class="n">df_Trees_Delft</span>

<span class="c1">#Reading the water data from a Json file this file will need some additional processing</span>
<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">Water_elements_json</span><span class="p">)</span> <span class="k">as</span> <span class="n">json_file</span><span class="p">:</span>
    <span class="n">water_data</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">json_file</span><span class="p">)</span>

<span class="c1">#create an empty list in which will contain the final input</span>
<span class="n">Water_data</span><span class="o">=</span> <span class="p">[]</span>

<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">water_data</span><span class="p">[</span><span class="s1">'features'</span><span class="p">])):</span>
    <span class="n">Water_data</span><span class="o">.</span><span class="n">append</span><span class="p">([</span>
        <span class="p">(</span><span class="n">water_data</span><span class="p">[</span><span class="s1">'features'</span><span class="p">][</span><span class="n">i</span><span class="p">][</span><span class="s1">'properties'</span><span class="p">][</span><span class="s1">'ELEMENTNUMMER'</span><span class="p">]),</span>
        <span class="p">(</span><span class="n">water_data</span><span class="p">[</span><span class="s1">'features'</span><span class="p">][</span><span class="n">i</span><span class="p">][</span><span class="s1">'properties'</span><span class="p">][</span><span class="s1">'WIJK'</span><span class="p">]),</span>
        <span class="p">(</span><span class="n">water_data</span><span class="p">[</span><span class="s1">'features'</span><span class="p">][</span><span class="n">i</span><span class="p">][</span><span class="s1">'properties'</span><span class="p">][</span><span class="s1">'OPPERVLAK'</span><span class="p">])</span>
        <span class="p">])</span>


<span class="n">df_water</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">Water_data</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s1">'ObjectID'</span><span class="p">,</span><span class="s1">'Wijk'</span><span class="p">,</span><span class="s1">'Area'</span><span class="p">])</span>
<span class="n">df_total_water_per_wijk</span> <span class="o">=</span> <span class="n">df_water</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">'Wijk'</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
<span class="n">df_total_water_per_wijk</span> <span class="o">=</span> <span class="n">df_total_water_per_wijk</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
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<h2 id="Plotting-the-collected-Tree-data">Plotting the collected Tree data<a class="anchor-link" href="#Plotting-the-collected-Tree-data">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_Trees_Delt_plt</span> <span class="o">=</span> <span class="n">df_Trees_Delft</span><span class="p">[</span><span class="s1">'WIJKNAAM'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">.</span><span class="n">rename_axis</span><span class="p">(</span><span class="s1">'Neighborhood'</span><span class="p">)</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s1">'Tree counts'</span><span class="p">)</span>
<span class="n">df_Trees_Delt_plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span><span class="s1">'bar'</span><span class="p">,</span><span class="n">x</span><span class="o">=</span><span class="s1">'Neighborhood'</span><span class="p">,</span><span class="n">y</span><span class="o">=</span><span class="s1">'Tree counts'</span><span class="p">,</span><span class="n">color</span><span class="o">=</span><span class="s1">'red'</span><span class="p">)</span>
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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x1b0ddbe5c88&gt;</pre>
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<p>As you can see, the dataframe data contains much more Neihborhoods as
 the ones defined in the pervious section. The neighborhoods have been 
split in to many sub-neighborhoods. e.g. east and west (oost en west). 
We will need to merge some neihborhoods. This does not only hold for the
 Tree data, but for all collected data.</p>

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<h2 id="Pre-processing-neighborhood-data-via-mapping-tables">Pre-processing neighborhood data via mapping tables<a class="anchor-link" href="#Pre-processing-neighborhood-data-via-mapping-tables">¶</a></h2>
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<p>Merging several neighborhoods into the sections we devided in the first step</p>

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<div class="prompt input_prompt">In&nbsp;[339]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Tanthof</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'26 Abtswoude'</span><span class="p">,</span><span class="s1">'Tanthof west 22'</span><span class="p">,</span><span class="s1">'Tanthof Oost'</span><span class="p">,</span><span class="s1">'Tanthof-West'</span><span class="p">,</span><span class="s1">'Tanthof-Oost'</span><span class="p">,</span><span class="s1">'Abtswoude'</span><span class="p">,</span><span class="s1">'22 Tanthof-West'</span><span class="p">,</span><span class="s1">'23 Tanthof-Oost'</span><span class="p">]</span> 
<span class="n">Voorhof</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'24 Voorhof'</span><span class="p">,</span><span class="s1">'Voorhof 24'</span><span class="p">,</span><span class="s1">'Vrijenban 12'</span><span class="p">,</span><span class="s1">'Voordijkshoorn 14'</span><span class="p">,</span><span class="s1">'Voordijkshoorn'</span><span class="p">,</span><span class="s1">'Voorhof'</span><span class="p">,</span><span class="s1">'Vrijenban'</span><span class="p">,</span><span class="s1">'12 Vrijenban'</span><span class="p">,</span><span class="s1">'14 Voordijkshoorn'</span><span class="p">]</span>
<span class="n">Schieweg_Zuid</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'28 Wippolder'</span><span class="p">,</span><span class="s1">'27 Schieweg'</span><span class="p">,</span><span class="s1">'Schieweg'</span><span class="p">,</span><span class="s1">'Harnaschpolder'</span><span class="p">,</span><span class="s1">'Wippolder 28'</span><span class="p">,</span><span class="s1">'Wippolder'</span><span class="p">,</span><span class="s1">'Schieweg Zuid'</span><span class="p">,</span><span class="s1">'Schieweg Noord'</span><span class="p">]</span>
<span class="n">Binnenstad</span><span class="o">=</span><span class="p">[</span><span class="s1">'Hof Van Delft'</span><span class="p">,</span><span class="s1">'Binnenstad '</span><span class="p">,</span><span class="s1">'Hof Van Delft'</span><span class="p">,</span><span class="s1">'Hof van Delft'</span><span class="p">,</span><span class="s1">'11 Binnenstad'</span><span class="p">,</span><span class="s1">'13 Hof van Delft'</span><span class="p">]</span>
<span class="n">Buitenhof</span><span class="o">=</span><span class="p">[</span><span class="s1">'29 Ruiven'</span><span class="p">,</span><span class="s1">'25 Buitenhof'</span><span class="p">,</span><span class="s1">'Buitenhof'</span><span class="p">,</span><span class="s1">'Delftse Hout'</span><span class="p">,</span><span class="s1">'Ruiven'</span><span class="p">,</span><span class="s1">' '</span><span class="p">,</span><span class="s1">'16 Delftse Hout'</span><span class="p">]</span>

<span class="n">Neighborhood_list</span> <span class="o">=</span> <span class="p">[</span><span class="n">Tanthof</span><span class="p">,</span><span class="n">Voorhof</span><span class="p">,</span><span class="n">Schieweg_Zuid</span><span class="p">,</span><span class="n">Binnenstad</span><span class="p">,</span><span class="n">Buitenhof</span><span class="p">]</span>
<span class="n">Neighborhood_list_name_list</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'Tanthof'</span><span class="p">,</span><span class="s1">'Voorhof'</span><span class="p">,</span><span class="s1">'Schieweg_Zuid'</span><span class="p">,</span><span class="s1">'Binnenstad'</span><span class="p">,</span><span class="s1">'Buitenhof'</span><span class="p">]</span>

<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">Neighborhood_list</span><span class="p">)):</span>
    <span class="n">df_Trees_Delft</span><span class="p">[</span><span class="s1">'WIJKNAAM'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">Neighborhood_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">Neighborhood_list_name_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
    <span class="n">df_playgroud_Delft</span><span class="p">[</span><span class="s1">'Wijk'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">Neighborhood_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">Neighborhood_list_name_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
    <span class="n">df_total_water_per_wijk</span><span class="p">[</span><span class="s1">'Wijk'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">Neighborhood_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">Neighborhood_list_name_list</span><span class="p">[</span><span class="n">i</span><span class="p">],</span><span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
    
<span class="nb">print</span><span class="p">(</span><span class="n">df_playgroud_Delft</span><span class="p">[</span><span class="s1">'Wijk'</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">())</span>
<span class="nb">print</span><span class="p">(</span><span class="n">df_Trees_Delft</span><span class="p">[</span><span class="s1">'WIJKNAAM'</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">())</span>
<span class="nb">print</span><span class="p">(</span><span class="n">df_total_water_per_wijk</span><span class="p">[</span><span class="s1">'Wijk'</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">())</span>

<span class="c1">#Lets plot the data again</span>
<span class="n">df_Trees_Delt_plt</span> <span class="o">=</span> <span class="n">df_Trees_Delft</span><span class="p">[</span><span class="s1">'WIJKNAAM'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">.</span><span class="n">rename_axis</span><span class="p">(</span><span class="s1">'Neighborhood'</span><span class="p">)</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s1">'Tree counts'</span><span class="p">)</span>
<span class="n">df_Trees_Delt_plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span><span class="s1">'bar'</span><span class="p">,</span><span class="n">x</span><span class="o">=</span><span class="s1">'Neighborhood'</span><span class="p">,</span><span class="n">y</span><span class="o">=</span><span class="s1">'Tree counts'</span><span class="p">,</span><span class="n">color</span><span class="o">=</span><span class="s1">'red'</span><span class="p">)</span>
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<pre>['Voorhof' 'Tanthof' 'Binnenstad' 'Buitenhof' 'Schieweg_Zuid']
['Buitenhof' 'Voorhof' 'Tanthof' 'Binnenstad' 'Schieweg_Zuid']
['Binnenstad' 'Voorhof' 'Buitenhof' 'Tanthof' 'Schieweg_Zuid']
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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x1b0dd5b34e0&gt;</pre>
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<p>Let's merge all data cleaned data in one dataframe</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_Delft</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">df_CL</span><span class="p">,</span>
                     <span class="n">df_Trees_Delft</span><span class="p">[</span><span class="s1">'WIJKNAAM'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">(),</span>
                     <span class="n">df_playgroud_Delft</span><span class="p">[</span><span class="s1">'Wijk'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">(),</span>
                     <span class="n">df_total_water_per_wijk</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">'Wijk'</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()],</span>
                     <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">join</span><span class="o">=</span><span class="s1">'inner'</span><span class="p">)</span>
                     
<span class="n">df_Delft</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'WIJKNAAM'</span><span class="p">:</span><span class="s1">'Trees'</span><span class="p">,</span><span class="s1">'Wijk'</span><span class="p">:</span><span class="s1">'Playgrounds'</span><span class="p">,</span><span class="s1">'Area'</span><span class="p">:</span><span class="s1">'Water_Area'</span><span class="p">},</span><span class="n">inplace</span> <span class="o">=</span><span class="kc">True</span><span class="p">)</span> 
<span class="n">df_Delft</span>
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<table class="dataframe" border="1">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>lat</th>
      <th>long</th>
      <th>Square Km</th>
      <th>Population</th>
      <th>Pop. density (Pop./KM)</th>
      <th>Trees</th>
      <th>Playgrounds</th>
      <th>Water_Area</th>
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      <th>Tanthof</th>
      <td>51.982308</td>
      <td>4.351760</td>
      <td>5.86</td>
      <td>17126.0</td>
      <td>2900.0</td>
      <td>6081</td>
      <td>52</td>
      <td>143141.75</td>
    </tr>
    <tr>
      <th>Voorhof</th>
      <td>51.996322</td>
      <td>4.344202</td>
      <td>5.02</td>
      <td>30003.0</td>
      <td>6000.0</td>
      <td>8105</td>
      <td>53</td>
      <td>280144.68</td>
    </tr>
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      <th>Binnenstad</th>
      <td>52.013576</td>
      <td>4.364522</td>
      <td>4.49</td>
      <td>44456.0</td>
      <td>9900.0</td>
      <td>5340</td>
      <td>33</td>
      <td>51698.36</td>
    </tr>
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      <th>Buitenhof</th>
      <td>52.009339</td>
      <td>4.334157</td>
      <td>2.06</td>
      <td>17990.0</td>
      <td>8700.0</td>
      <td>11673</td>
      <td>33</td>
      <td>589634.83</td>
    </tr>
    <tr>
      <th>Schieweg_Zuid</th>
      <td>51.988527</td>
      <td>4.383054</td>
      <td>2.26</td>
      <td>8213.0</td>
      <td>3600.0</td>
      <td>3856</td>
      <td>32</td>
      <td>58019.08</td>
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<p>The prelimiary output of our analysis is shown in the table above. We
 still need to extend it based on the venues in the proximity</p>

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<h2 id="Foursquare:-venue-and-object-of-interest-data">Foursquare: venue and object of interest data<a class="anchor-link" href="#Foursquare:-venue-and-object-of-interest-data">¶</a></h2>
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<p>Using the Foursquare API, we collect all venues and Object of 
interest data in the proximity of the central locations in each 
neighborhood</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#login data for Foursquare API</span>
<span class="n">CLIENT_ID</span><span class="o">=</span><span class="s1">'UUTO0VO5CFK4L4XRUPKU0ZMIOYA041AWQ3MVZYJIOPJZAERU'</span>
<span class="n">CLIENT_SECRET</span><span class="o">=</span><span class="s1">'EY5P1YAVKYSAMKPTGKXRXHXEMMJIF5DOHBXNBKOGB2P04CAW'</span>
<span class="n">VERSION</span> <span class="o">=</span> <span class="s1">'20180605'</span> <span class="c1"># Foursquare API version</span>
<span class="n">LIMIT</span> <span class="o">=</span> <span class="mi">100</span>
<span class="c1">#this function will give nearby venues in a radius of 800ft.</span>
<span class="k">def</span> <span class="nf">getNearbyVenues</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">latitudes</span><span class="p">,</span> <span class="n">longitudes</span><span class="p">,</span> <span class="n">radius</span><span class="o">=</span><span class="mi">800</span><span class="p">):</span>
    
    <span class="n">venues_list</span><span class="o">=</span><span class="p">[]</span>
    <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">lat</span><span class="p">,</span> <span class="n">lng</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">names</span><span class="p">,</span> <span class="n">latitudes</span><span class="p">,</span> <span class="n">longitudes</span><span class="p">):</span>
        <span class="nb">print</span><span class="p">(</span><span class="n">name</span><span class="p">)</span>
            
        <span class="c1"># create the API request URL</span>
        <span class="n">url</span> <span class="o">=</span> <span class="s1">'https://api.foursquare.com/v2/venues/explore?&amp;client_id=</span><span class="si">{}</span><span class="s1">&amp;client_secret=</span><span class="si">{}</span><span class="s1">&amp;v=</span><span class="si">{}</span><span class="s1">&amp;ll=</span><span class="si">{}</span><span class="s1">,</span><span class="si">{}</span><span class="s1">&amp;radius=</span><span class="si">{}</span><span class="s1">&amp;limit=</span><span class="si">{}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
            <span class="n">CLIENT_ID</span><span class="p">,</span> 
            <span class="n">CLIENT_SECRET</span><span class="p">,</span> 
            <span class="n">VERSION</span><span class="p">,</span> 
            <span class="n">lat</span><span class="p">,</span> 
            <span class="n">lng</span><span class="p">,</span> 
            <span class="n">radius</span><span class="p">,</span> 
            <span class="n">LIMIT</span><span class="p">)</span>
            
        <span class="c1"># make the GET request</span>
        <span class="n">results</span> <span class="o">=</span> <span class="n">requests</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">url</span><span class="p">)</span><span class="o">.</span><span class="n">json</span><span class="p">()[</span><span class="s2">"response"</span><span class="p">][</span><span class="s1">'groups'</span><span class="p">][</span><span class="mi">0</span><span class="p">][</span><span class="s1">'items'</span><span class="p">]</span>
        
        <span class="c1"># return only relevant information for each nearby venue</span>
        <span class="n">venues_list</span><span class="o">.</span><span class="n">append</span><span class="p">([(</span>
            <span class="n">name</span><span class="p">,</span> 
            <span class="n">lat</span><span class="p">,</span> 
            <span class="n">lng</span><span class="p">,</span> 
            <span class="n">v</span><span class="p">[</span><span class="s1">'venue'</span><span class="p">][</span><span class="s1">'name'</span><span class="p">],</span> 
            <span class="n">v</span><span class="p">[</span><span class="s1">'venue'</span><span class="p">][</span><span class="s1">'location'</span><span class="p">][</span><span class="s1">'lat'</span><span class="p">],</span> 
            <span class="n">v</span><span class="p">[</span><span class="s1">'venue'</span><span class="p">][</span><span class="s1">'location'</span><span class="p">][</span><span class="s1">'lng'</span><span class="p">],</span>  
            <span class="n">v</span><span class="p">[</span><span class="s1">'venue'</span><span class="p">][</span><span class="s1">'categories'</span><span class="p">][</span><span class="mi">0</span><span class="p">][</span><span class="s1">'name'</span><span class="p">])</span> <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">results</span><span class="p">])</span>

    <span class="n">nearby_venues</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">item</span> <span class="k">for</span> <span class="n">venue_list</span> <span class="ow">in</span> <span class="n">venues_list</span> <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">venue_list</span><span class="p">])</span>
    <span class="n">nearby_venues</span><span class="o">.</span><span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'Neighborhood'</span><span class="p">,</span> 
                  <span class="s1">'Neighborhood Latitude'</span><span class="p">,</span> 
                  <span class="s1">'Neighborhood Longitude'</span><span class="p">,</span> 
                  <span class="s1">'Venue'</span><span class="p">,</span> 
                  <span class="s1">'Venue Latitude'</span><span class="p">,</span> 
                  <span class="s1">'Venue Longitude'</span><span class="p">,</span> 
                  <span class="s1">'Venue Category'</span><span class="p">]</span>
    
    <span class="k">return</span><span class="p">(</span><span class="n">nearby_venues</span><span class="p">)</span>
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<p>Here we loop through the all locations and return the all the veneus in that area</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Delft_venues</span> <span class="o">=</span> <span class="n">getNearbyVenues</span><span class="p">(</span><span class="n">names</span><span class="o">=</span><span class="n">df_CL</span><span class="o">.</span><span class="n">index</span><span class="p">,</span>
                                   <span class="n">latitudes</span><span class="o">=</span><span class="n">df_CL</span><span class="p">[</span><span class="s1">'lat'</span><span class="p">],</span>
                                   <span class="n">longitudes</span><span class="o">=</span><span class="n">df_CL</span><span class="p">[</span><span class="s1">'long'</span><span class="p">]</span>
                                  <span class="p">)</span>
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<pre>Tanthof
Voorhof
Binnenstad
Buitenhof
Schieweg_Zuid
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<p>Lets look at some do some checks on each neighborhood.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Delft_venues</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s1">'Neighborhood'</span><span class="p">,</span><span class="s1">'Venue Category'</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
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    <div class="prompt output_prompt">Out[343]:</div>



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<style scoped="">
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    }

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</style>
<table class="dataframe" border="1">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th></th>
      <th>Neighborhood Latitude</th>
      <th>Neighborhood Longitude</th>
      <th>Venue</th>
      <th>Venue Latitude</th>
      <th>Venue Longitude</th>
    </tr>
    <tr>
      <th>Neighborhood</th>
      <th>Venue Category</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th rowspan="30" valign="top">Binnenstad</th>
      <th>Athletics &amp; Sports</th>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
    </tr>
    <tr>
      <th>BBQ Joint</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Bakery</th>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
    </tr>
    <tr>
      <th>Bar</th>
      <td>4</td>
      <td>4</td>
      <td>4</td>
      <td>4</td>
      <td>4</td>
    </tr>
    <tr>
      <th>Beer Store</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Bistro</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Bookstore</th>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
    </tr>
    <tr>
      <th>Bowling Alley</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Breakfast Spot</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Brewery</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Bridge</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Butcher</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Café</th>
      <td>6</td>
      <td>6</td>
      <td>6</td>
      <td>6</td>
      <td>6</td>
    </tr>
    <tr>
      <th>Cheese Shop</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Chocolate Shop</th>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
    </tr>
    <tr>
      <th>Church</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Clothing Store</th>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
    </tr>
    <tr>
      <th>Coffee Shop</th>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
    </tr>
    <tr>
      <th>Comfort Food Restaurant</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Cupcake Shop</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Department Store</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Dessert Shop</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Diner</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Dutch Restaurant</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Electronics Store</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Fast Food Restaurant</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Food</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Food Truck</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>French Restaurant</th>
      <td>4</td>
      <td>4</td>
      <td>4</td>
      <td>4</td>
      <td>4</td>
    </tr>
    <tr>
      <th>Furniture / Home Store</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>...</th>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th rowspan="2" valign="top">Schieweg_Zuid</th>
      <th>Stadium</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Tennis Court</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th rowspan="9" valign="top">Tanthof</th>
      <th>BBQ Joint</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Bus Stop</th>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
    </tr>
    <tr>
      <th>Department Store</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Fast Food Restaurant</th>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
    </tr>
    <tr>
      <th>Light Rail Station</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Park</th>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
    </tr>
    <tr>
      <th>Shop &amp; Service</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Supermarket</th>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
    </tr>
    <tr>
      <th>Tram Station</th>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
    </tr>
    <tr>
      <th rowspan="19" valign="top">Voorhof</th>
      <th>Asian Restaurant</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Board Shop</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Bowling Alley</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Bus Stop</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Chinese Restaurant</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Department Store</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Discount Store</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Drugstore</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Furniture / Home Store</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Gym</th>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
      <td>2</td>
    </tr>
    <tr>
      <th>Jewelry Store</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Light Rail Station</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Park</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Pool Hall</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Sandwich Place</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Shopping Mall</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Skate Park</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
    <tr>
      <th>Supermarket</th>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
      <td>3</td>
    </tr>
    <tr>
      <th>Tram Station</th>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
    </tr>
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<p>102 rows × 5 columns</p>
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<h2 id="data-pre-processing-for-kmn-clustering¶">data pre-processing for kmn clustering¶<a class="anchor-link" href="#data-pre-processing-for-kmn-clustering¶">¶</a></h2>
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<p>We will use KMN clustering to determine how simular the different neighborhoods are to each other</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># one hot encoding</span>
<span class="n">Delft_onehot</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">get_dummies</span><span class="p">(</span><span class="n">Delft_venues</span><span class="p">[[</span><span class="s1">'Venue Category'</span><span class="p">]],</span> <span class="n">prefix</span><span class="o">=</span><span class="s2">""</span><span class="p">,</span> <span class="n">prefix_sep</span><span class="o">=</span><span class="s2">""</span><span class="p">)</span>

<span class="c1"># add neighborhood column back to dataframe</span>
<span class="n">Delft_onehot</span><span class="p">[</span><span class="s1">'Neighborhood'</span><span class="p">]</span> <span class="o">=</span> <span class="n">Delft_venues</span><span class="p">[</span><span class="s1">'Neighborhood'</span><span class="p">]</span> 

<span class="c1"># move neighborhood column to the first column</span>
<span class="n">fixed_columns</span> <span class="o">=</span> <span class="p">[</span><span class="n">Delft_onehot</span><span class="o">.</span><span class="n">columns</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]]</span> <span class="o">+</span> <span class="nb">list</span><span class="p">(</span><span class="n">Delft_onehot</span><span class="o">.</span><span class="n">columns</span><span class="p">[:</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
<span class="n">Delft_onehot</span> <span class="o">=</span> <span class="n">Delft_onehot</span><span class="p">[</span><span class="n">fixed_columns</span><span class="p">]</span>
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<p>Here we will determine the frequency of each venue per neighborhood</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Delft_grouped</span> <span class="o">=</span> <span class="n">Delft_onehot</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">'Neighborhood'</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">reset_index</span><span class="p">()</span>
<span class="n">num_top_venues</span> <span class="o">=</span> <span class="mi">5</span>

<span class="k">for</span> <span class="n">hood</span> <span class="ow">in</span> <span class="n">Delft_grouped</span><span class="p">[</span><span class="s1">'Neighborhood'</span><span class="p">]:</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">"----"</span><span class="o">+</span><span class="n">hood</span><span class="o">+</span><span class="s2">"----"</span><span class="p">)</span>
    <span class="n">temp</span> <span class="o">=</span> <span class="n">Delft_grouped</span><span class="p">[</span><span class="n">Delft_grouped</span><span class="p">[</span><span class="s1">'Neighborhood'</span><span class="p">]</span> <span class="o">==</span> <span class="n">hood</span><span class="p">]</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
    <span class="n">temp</span><span class="o">.</span><span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'venue'</span><span class="p">,</span><span class="s1">'freq'</span><span class="p">]</span>
    <span class="n">temp</span> <span class="o">=</span> <span class="n">temp</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span>
    <span class="n">temp</span><span class="p">[</span><span class="s1">'freq'</span><span class="p">]</span> <span class="o">=</span> <span class="n">temp</span><span class="p">[</span><span class="s1">'freq'</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
    <span class="n">temp</span> <span class="o">=</span> <span class="n">temp</span><span class="o">.</span><span class="n">round</span><span class="p">({</span><span class="s1">'freq'</span><span class="p">:</span> <span class="mi">2</span><span class="p">})</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">temp</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s1">'freq'</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">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="n">num_top_venues</span><span class="p">))</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">'</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span>
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<pre>----Binnenstad----
               venue  freq
0               Café  0.06
1                Pub  0.04
2              Plaza  0.04
3                Bar  0.04
4  French Restaurant  0.04


----Buitenhof----
          venue  freq
0      Pharmacy  0.25
1   Supermarket  0.25
2   Pizza Place  0.12
3  Hockey Field  0.12
4        Bakery  0.12


----Schieweg_Zuid----
              venue  freq
0  Department Store  0.14
1      Hockey Field  0.14
2      Tennis Court  0.14
3               Gym  0.14
4           Stadium  0.14


----Tanthof----
                  venue  freq
0          Tram Station  0.17
1                  Park  0.17
2           Supermarket  0.17
3  Fast Food Restaurant  0.17
4              Bus Stop  0.11


----Voorhof----
              venue  freq
0       Supermarket  0.14
1               Gym  0.09
2  Asian Restaurant  0.05
3        Skate Park  0.05
4  Department Store  0.05


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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">return_most_common_venues</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">num_top_venues</span><span class="p">):</span>
    <span class="n">row_categories</span> <span class="o">=</span> <span class="n">row</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span>
    <span class="n">row_categories_sorted</span> <span class="o">=</span> <span class="n">row_categories</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
    
    <span class="k">return</span> <span class="n">row_categories_sorted</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="n">num_top_venues</span><span class="p">]</span>

<span class="n">num_top_venues</span> <span class="o">=</span> <span class="mi">10</span>

<span class="n">indicators</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'st'</span><span class="p">,</span> <span class="s1">'nd'</span><span class="p">,</span> <span class="s1">'rd'</span><span class="p">]</span>

<span class="c1"># create columns according to number of top venues</span>
<span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'Neighborhood'</span><span class="p">]</span>
<span class="k">for</span> <span class="n">ind</span> <span class="ow">in</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">num_top_venues</span><span class="p">):</span>
    <span class="k">try</span><span class="p">:</span>
        <span class="n">columns</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s1">'</span><span class="si">{}{}</span><span class="s1"> Most Common Venue'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">ind</span><span class="o">+</span><span class="mi">1</span><span class="p">,</span> <span class="n">indicators</span><span class="p">[</span><span class="n">ind</span><span class="p">]))</span>
    <span class="k">except</span><span class="p">:</span>
        <span class="n">columns</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s1">'</span><span class="si">{}</span><span class="s1">th Most Common Venue'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">ind</span><span class="o">+</span><span class="mi">1</span><span class="p">))</span>

<span class="c1"># create a new dataframe</span>
<span class="n">neighborhoods_venues_sorted</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">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">)</span>
<span class="n">neighborhoods_venues_sorted</span><span class="p">[</span><span class="s1">'Neighborhood'</span><span class="p">]</span> <span class="o">=</span> <span class="n">Delft_grouped</span><span class="p">[</span><span class="s1">'Neighborhood'</span><span class="p">]</span>

<span class="k">for</span> <span class="n">ind</span> <span class="ow">in</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">Delft_grouped</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]):</span>
    <span class="n">neighborhoods_venues_sorted</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">ind</span><span class="p">,</span> <span class="mi">1</span><span class="p">:]</span> <span class="o">=</span> <span class="n">return_most_common_venues</span><span class="p">(</span><span class="n">Delft_grouped</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">ind</span><span class="p">,</span> <span class="p">:],</span> <span class="n">num_top_venues</span><span class="p">)</span>

<span class="n">neighborhoods_venues_sorted</span><span class="o">.</span><span class="n">shape</span>

<span class="n">neighborhoods_venues_sorted</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
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<table class="dataframe" border="1">
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      <th></th>
      <th>Neighborhood</th>
      <th>1st Most Common Venue</th>
      <th>2nd Most Common Venue</th>
      <th>3rd Most Common Venue</th>
      <th>4th Most Common Venue</th>
      <th>5th Most Common Venue</th>
      <th>6th Most Common Venue</th>
      <th>7th Most Common Venue</th>
      <th>8th Most Common Venue</th>
      <th>9th Most Common Venue</th>
      <th>10th Most Common Venue</th>
    </tr>
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    <tr>
      <th>0</th>
      <td>Binnenstad</td>
      <td>Café</td>
      <td>French Restaurant</td>
      <td>Bar</td>
      <td>Pub</td>
      <td>Plaza</td>
      <td>Bakery</td>
      <td>Movie Theater</td>
      <td>Sandwich Place</td>
      <td>Restaurant</td>
      <td>Coffee Shop</td>
    </tr>
    <tr>
      <th>1</th>
      <td>Buitenhof</td>
      <td>Supermarket</td>
      <td>Pharmacy</td>
      <td>Hockey Field</td>
      <td>Park</td>
      <td>Pizza Place</td>
      <td>Bakery</td>
      <td>Discount Store</td>
      <td>Clothing Store</td>
      <td>Coffee Shop</td>
      <td>Comfort Food Restaurant</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Schieweg_Zuid</td>
      <td>Hockey Field</td>
      <td>Stadium</td>
      <td>Department Store</td>
      <td>Bus Stop</td>
      <td>Sandwich Place</td>
      <td>Gym</td>
      <td>Tennis Court</td>
      <td>Bar</td>
      <td>Drugstore</td>
      <td>Comfort Food Restaurant</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Tanthof</td>
      <td>Park</td>
      <td>Fast Food Restaurant</td>
      <td>Tram Station</td>
      <td>Supermarket</td>
      <td>Bus Stop</td>
      <td>Department Store</td>
      <td>Light Rail Station</td>
      <td>Shop &amp; Service</td>
      <td>BBQ Joint</td>
      <td>Food</td>
    </tr>
    <tr>
      <th>4</th>
      <td>Voorhof</td>
      <td>Supermarket</td>
      <td>Gym</td>
      <td>Asian Restaurant</td>
      <td>Bowling Alley</td>
      <td>Tram Station</td>
      <td>Drugstore</td>
      <td>Discount Store</td>
      <td>Department Store</td>
      <td>Jewelry Store</td>
      <td>Light Rail Station</td>
    </tr>
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<h2 id="Clustering-of-neighbourhood">Clustering of neighbourhood<a class="anchor-link" href="#Clustering-of-neighbourhood">¶</a></h2>
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<p>We will cluster the neighbourhood in three clusters. After some 
additional research( not shown here) we determined that three was a good
 seperation number</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># set number of clusters</span>
<span class="n">kclusters</span> <span class="o">=</span> <span class="mi">3</span>

<span class="n">Delft_grouped_clustering</span> <span class="o">=</span> <span class="n">Delft_grouped</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="s1">'Neighborhood'</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>

<span class="c1"># run k-means clustering</span>
<span class="n">kmeans</span> <span class="o">=</span> <span class="n">KMeans</span><span class="p">(</span><span class="n">n_clusters</span><span class="o">=</span><span class="n">kclusters</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">fit</span><span class="p">(</span><span class="n">Delft_grouped_clustering</span><span class="p">)</span>

<span class="c1"># check cluster labels generated for each row in the dataframe</span>
<span class="n">kmeans</span><span class="o">.</span><span class="n">labels_</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">10</span><span class="p">]</span> 

<span class="c1"># add clustering labels</span>
<span class="n">neighborhoods_venues_sorted</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s1">'Cluster Labels'</span><span class="p">,</span> <span class="n">kmeans</span><span class="o">.</span><span class="n">labels_</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># merge the cluster data with the previously obtained dataframe to get the whole picture</span>
<span class="n">Delft_merged</span> <span class="o">=</span> <span class="n">df_Delft</span>
<span class="n">neighborhoods_venues_sorted</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span><span class="p">{</span><span class="s1">'Neighborhood'</span><span class="p">:</span><span class="s1">'Wijk'</span><span class="p">},</span><span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">neighborhoods_venues_sorted</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s1">'Wijk'</span><span class="p">,</span><span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">Delft_merged</span> <span class="o">=</span> <span class="n">Delft_merged</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">neighborhoods_venues_sorted</span><span class="p">)</span>
<span class="n">Delft_merged</span>
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<table class="dataframe" border="1">
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    <tr style="text-align: right;">
      <th></th>
      <th>lat</th>
      <th>long</th>
      <th>Square Km</th>
      <th>Population</th>
      <th>Pop. density (Pop./KM)</th>
      <th>Trees</th>
      <th>Playgrounds</th>
      <th>Water_Area</th>
      <th>Cluster Labels</th>
      <th>1st Most Common Venue</th>
      <th>2nd Most Common Venue</th>
      <th>3rd Most Common Venue</th>
      <th>4th Most Common Venue</th>
      <th>5th Most Common Venue</th>
      <th>6th Most Common Venue</th>
      <th>7th Most Common Venue</th>
      <th>8th Most Common Venue</th>
      <th>9th Most Common Venue</th>
      <th>10th Most Common Venue</th>
    </tr>
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  <tbody>
    <tr>
      <th>Tanthof</th>
      <td>51.982308</td>
      <td>4.351760</td>
      <td>5.86</td>
      <td>17126.0</td>
      <td>2900.0</td>
      <td>6081</td>
      <td>52</td>
      <td>143141.75</td>
      <td>0</td>
      <td>Park</td>
      <td>Fast Food Restaurant</td>
      <td>Tram Station</td>
      <td>Supermarket</td>
      <td>Bus Stop</td>
      <td>Department Store</td>
      <td>Light Rail Station</td>
      <td>Shop &amp; Service</td>
      <td>BBQ Joint</td>
      <td>Food</td>
    </tr>
    <tr>
      <th>Voorhof</th>
      <td>51.996322</td>
      <td>4.344202</td>
      <td>5.02</td>
      <td>30003.0</td>
      <td>6000.0</td>
      <td>8105</td>
      <td>53</td>
      <td>280144.68</td>
      <td>0</td>
      <td>Supermarket</td>
      <td>Gym</td>
      <td>Asian Restaurant</td>
      <td>Bowling Alley</td>
      <td>Tram Station</td>
      <td>Drugstore</td>
      <td>Discount Store</td>
      <td>Department Store</td>
      <td>Jewelry Store</td>
      <td>Light Rail Station</td>
    </tr>
    <tr>
      <th>Binnenstad</th>
      <td>52.013576</td>
      <td>4.364522</td>
      <td>4.49</td>
      <td>44456.0</td>
      <td>9900.0</td>
      <td>5340</td>
      <td>33</td>
      <td>51698.36</td>
      <td>0</td>
      <td>Café</td>
      <td>French Restaurant</td>
      <td>Bar</td>
      <td>Pub</td>
      <td>Plaza</td>
      <td>Bakery</td>
      <td>Movie Theater</td>
      <td>Sandwich Place</td>
      <td>Restaurant</td>
      <td>Coffee Shop</td>
    </tr>
    <tr>
      <th>Buitenhof</th>
      <td>52.009339</td>
      <td>4.334157</td>
      <td>2.06</td>
      <td>17990.0</td>
      <td>8700.0</td>
      <td>11673</td>
      <td>33</td>
      <td>589634.83</td>
      <td>2</td>
      <td>Supermarket</td>
      <td>Pharmacy</td>
      <td>Hockey Field</td>
      <td>Park</td>
      <td>Pizza Place</td>
      <td>Bakery</td>
      <td>Discount Store</td>
      <td>Clothing Store</td>
      <td>Coffee Shop</td>
      <td>Comfort Food Restaurant</td>
    </tr>
    <tr>
      <th>Schieweg_Zuid</th>
      <td>51.988527</td>
      <td>4.383054</td>
      <td>2.26</td>
      <td>8213.0</td>
      <td>3600.0</td>
      <td>3856</td>
      <td>32</td>
      <td>58019.08</td>
      <td>1</td>
      <td>Hockey Field</td>
      <td>Stadium</td>
      <td>Department Store</td>
      <td>Bus Stop</td>
      <td>Sandwich Place</td>
      <td>Gym</td>
      <td>Tennis Court</td>
      <td>Bar</td>
      <td>Drugstore</td>
      <td>Comfort Food Restaurant</td>
    </tr>
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<p>This dataset will be used to determine the overall attractiveness for each neighborhood.</p>

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<h2 id="Normalization--and-data-prep-for-Attractiveness-model">Normalization  and data prep for Attractiveness model<a class="anchor-link" href="#Normalization--and-data-prep-for-Attractiveness-model">¶</a></h2>
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<p>here we created the final (data) format to design our model</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_Delft_Model</span> <span class="o">=</span> <span class="n">Delft_merged</span><span class="p">[[</span><span class="s1">'Square Km'</span><span class="p">,</span><span class="s1">'Pop. density (Pop./KM)'</span><span class="p">,</span><span class="s1">'Trees'</span><span class="p">,</span><span class="s1">'Playgrounds'</span><span class="p">,</span><span class="s1">'Water_Area'</span><span class="p">,</span><span class="s1">'Cluster Labels'</span><span class="p">]]</span>
<span class="n">df_Delft_Model</span><span class="p">[</span><span class="s1">'Cluster Labels'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">({</span><span class="mi">0</span><span class="p">:</span><span class="s1">'Restuarant heavy'</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="s1">'Sport area heavy'</span><span class="p">,</span><span class="mi">2</span><span class="p">:</span><span class="s1">'Shop heavy Area'</span><span class="p">},</span><span class="n">inplace</span> <span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="n">df_Delft_Model_f</span> <span class="o">=</span> <span class="n">df_Delft_Model</span><span class="p">[[</span><span class="s1">'Pop. density (Pop./KM)'</span><span class="p">,</span><span class="s1">'Square Km'</span><span class="p">]]</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
    <span class="nb">round</span><span class="p">(</span><span class="n">df_Delft_Model</span><span class="p">[[</span><span class="s1">'Trees'</span><span class="p">,</span><span class="s1">'Playgrounds'</span><span class="p">,</span><span class="s1">'Water_Area'</span><span class="p">]]</span><span class="o">.</span><span class="n">div</span><span class="p">(</span><span class="n">df_Delft_Model</span><span class="p">[</span><span class="s1">'Square Km'</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)))</span>
    
<span class="n">df_Delft_Model_f</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s1">'Trees'</span><span class="p">:</span><span class="s1">'Trees/km'</span><span class="p">,</span><span class="s1">'Playgrounds'</span><span class="p">:</span><span class="s1">'Playground/km'</span><span class="p">,</span><span class="s1">'Water_Area'</span><span class="p">:</span><span class="s1">'Water_Area/km'</span><span class="p">},</span><span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="c1">#normalize the data</span>
<span class="n">columns_name</span> <span class="o">=</span><span class="n">df_Delft_Model_f</span><span class="o">.</span><span class="n">columns</span>
<span class="n">index_names</span> <span class="o">=</span> <span class="n">df_Delft_Model_f</span><span class="o">.</span><span class="n">index</span>

<span class="n">x</span> <span class="o">=</span> <span class="n">df_Delft_Model_f</span><span class="o">.</span><span class="n">values</span> <span class="c1">#returns a numpy array</span>
<span class="n">min_max_scaler</span> <span class="o">=</span> <span class="n">preprocessing</span><span class="o">.</span><span class="n">MinMaxScaler</span><span class="p">()</span>
<span class="n">x_scaled</span> <span class="o">=</span> <span class="n">min_max_scaler</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>

<span class="c1">#rename columns and index</span>
<span class="n">df</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">x_scaled</span><span class="p">,</span><span class="n">columns</span><span class="o">=</span><span class="n">columns_name</span><span class="p">,</span><span class="n">index</span><span class="o">=</span><span class="n">index_names</span><span class="p">)</span>
<span class="n">df_Delft_Final_norm</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">df_Delft_Model</span><span class="p">[</span><span class="s1">'Cluster Labels'</span><span class="p">])</span>
<span class="n">df_Delft_Final_norm</span>
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<pre>C:\Programs\Anaconda3\lib\site-packages\pandas\core\generic.py:5890: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
  self._update_inplace(new_data)
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      <th></th>
      <th>Pop. density (Pop./KM)</th>
      <th>Square Km</th>
      <th>Trees/km</th>
      <th>Playground/km</th>
      <th>Water_Area/km</th>
      <th>Cluster Labels</th>
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    <tr>
      <th>Tanthof</th>
      <td>0.000000</td>
      <td>1.000000</td>
      <td>0.000000</td>
      <td>0.222222</td>
      <td>0.047005</td>
      <td>Restuarant heavy</td>
    </tr>
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      <th>Voorhof</th>
      <td>0.442857</td>
      <td>0.778947</td>
      <td>0.124649</td>
      <td>0.444444</td>
      <td>0.161228</td>
      <td>Restuarant heavy</td>
    </tr>
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      <th>Binnenstad</th>
      <td>1.000000</td>
      <td>0.639474</td>
      <td>0.032620</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>Restuarant heavy</td>
    </tr>
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      <th>Buitenhof</th>
      <td>0.828571</td>
      <td>0.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>Shop heavy Area</td>
    </tr>
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      <th>Schieweg_Zuid</th>
      <td>0.100000</td>
      <td>0.052632</td>
      <td>0.144308</td>
      <td>0.777778</td>
      <td>0.051537</td>
      <td>Sport area heavy</td>
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<h2 id="Cluster-values-evaluation">Cluster values evaluation<a class="anchor-link" href="#Cluster-values-evaluation">¶</a></h2>
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<p>The KMN-model provided three cluster, meaning neighborhoods which are simular. Based on my <strong>personal</strong>
 preference, I will assign a certain weight to that value.Proximity to 
shops are very important to us when we want to go to do grocery 
shopping. Sports &amp; restaurants facilities, we enjoy but dont need 
necessarily in our neighborhood. That is why we came up with the 
following valuations</p>
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<li>v1=2 Restuarant heavy</li>
<li>v2=3 Shop heavy Area</li>
<li>v3=1 Sport_area heavy</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#assgined values</span>

<span class="n">v1</span><span class="o">=</span><span class="mi">2</span> <span class="c1">#Restuarant heavy</span>
<span class="n">v2</span><span class="o">=</span><span class="mi">3</span> <span class="c1">#Shop heavy Area</span>
<span class="n">v3</span><span class="o">=</span><span class="mi">1</span> <span class="c1">#Sport_area heavy</span>

<span class="n">df_Delft_Final_norm</span><span class="p">[</span><span class="s1">'cluster_values'</span><span class="p">]</span> <span class="o">=</span> <span class="n">df_Delft_Final_norm</span><span class="p">[</span><span class="s1">'Cluster Labels'</span><span class="p">]</span>
<span class="n">df_Delft_Final_norm</span><span class="p">[</span><span class="s1">'cluster_values'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">({</span><span class="s1">'Restuarant heavy'</span><span class="p">:</span><span class="n">v1</span><span class="p">,</span><span class="s1">'Shop heavy Area'</span><span class="p">:</span><span class="n">v2</span><span class="p">,</span><span class="s1">'Sport area heavy'</span><span class="p">:</span><span class="n">v3</span><span class="p">},</span><span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">df_Delft_Final_norm</span>
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      <th></th>
      <th>Pop. density (Pop./KM)</th>
      <th>Square Km</th>
      <th>Trees/km</th>
      <th>Playground/km</th>
      <th>Water_Area/km</th>
      <th>Cluster Labels</th>
      <th>cluster_values</th>
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      <th>Tanthof</th>
      <td>0.000000</td>
      <td>1.000000</td>
      <td>0.000000</td>
      <td>0.222222</td>
      <td>0.047005</td>
      <td>Restuarant heavy</td>
      <td>2</td>
    </tr>
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      <th>Voorhof</th>
      <td>0.442857</td>
      <td>0.778947</td>
      <td>0.124649</td>
      <td>0.444444</td>
      <td>0.161228</td>
      <td>Restuarant heavy</td>
      <td>2</td>
    </tr>
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      <th>Binnenstad</th>
      <td>1.000000</td>
      <td>0.639474</td>
      <td>0.032620</td>
      <td>0.000000</td>
      <td>0.000000</td>
      <td>Restuarant heavy</td>
      <td>2</td>
    </tr>
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      <th>Buitenhof</th>
      <td>0.828571</td>
      <td>0.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>1.000000</td>
      <td>Shop heavy Area</td>
      <td>3</td>
    </tr>
    <tr>
      <th>Schieweg_Zuid</th>
      <td>0.100000</td>
      <td>0.052632</td>
      <td>0.144308</td>
      <td>0.777778</td>
      <td>0.051537</td>
      <td>Sport area heavy</td>
      <td>1</td>
    </tr>
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<h2 id="Model-development:-Determination-of-the-neighborhood-attraction-index">Model development: Determination of the neighborhood attraction index<a class="anchor-link" href="#Model-development:-Determination-of-the-neighborhood-attraction-index">¶</a></h2>
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<p>This model assumes a very basic level model.
The Attraction index is calculated by the value in the normalized dataframe, multiplied by a weight factor.
where the weight is a <strong>personal</strong> opinion</p>
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font-style: italic;">i</span><span class="mi" id="MathJax-Span-11" style="font-family: MathJax_Math; font-style: italic;">o</span><span class="mi" id="MathJax-Span-12" style="font-family: MathJax_Math; font-style: italic;">n</span><span class="mo" id="MathJax-Span-13" style="font-family: MathJax_Main; padding-left: 0.222em;">−</span><span class="mi" id="MathJax-Span-14" style="font-family: MathJax_Math; font-style: italic; padding-left: 0.222em;">i</span><span class="mi" id="MathJax-Span-15" style="font-family: MathJax_Math; font-style: italic;">n</span><span class="mi" id="MathJax-Span-16" style="font-family: MathJax_Math; font-style: italic;">d<span style="display: inline-block; overflow: hidden; height: 1px; width: 0.003em;"></span></span><span class="mi" id="MathJax-Span-17" style="font-family: MathJax_Math; font-style: italic;">e</span><span class="mi" id="MathJax-Span-18" style="font-family: MathJax_Math; font-style: italic;">x</span><span class="mo" id="MathJax-Span-19" style="font-family: MathJax_Main; padding-left: 0.278em;">=</span><span class="mrow" id="MathJax-Span-20" style="padding-left: 0.278em;"><span class="mo" id="MathJax-Span-21" style="vertical-align: 0em;"><span style="font-family: MathJax_Size4;">(</span></span><span class="munderover" id="MathJax-Span-22"><span style="display: inline-block; position: relative; width: 1.444em; height: 0px;"><span style="position: absolute; clip: rect(2.86em, 1001.39em, 4.617em, -1000em); top: -3.988em; left: 0em;"><span class="mo" id="MathJax-Span-23" style="font-family: MathJax_Size2; vertical-align: 0em;">∑</span><span style="display: inline-block; width: 0px; height: 3.988em;"></span></span><span style="position: absolute; clip: rect(3.319em, 1001.22em, 4.274em, -1000em); top: -2.881em; left: 0.086em;"><span class="texatom" id="MathJax-Span-24"><span class="mrow" id="MathJax-Span-25"><span class="mi" id="MathJax-Span-26" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">k</span><span class="mo" id="MathJax-Span-27" style="font-size: 70.7%; font-family: MathJax_Main;">=</span><span class="mn" id="MathJax-Span-28" style="font-size: 70.7%; font-family: MathJax_Main;">1</span></span></span><span style="display: inline-block; width: 0px; height: 3.988em;"></span></span><span style="position: absolute; clip: rect(3.397em, 1000.41em, 4.174em, -1000em); top: -5.138em; left: 0.51em;"><span class="mi" id="MathJax-Span-29" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">n</span><span style="display: inline-block; width: 0px; height: 3.988em;"></span></span></span></span><span class="msubsup" id="MathJax-Span-30" style="padding-left: 0.167em;"><span style="display: inline-block; position: relative; width: 1.159em; height: 0px;"><span style="position: absolute; clip: rect(3.367em, 1000.69em, 4.178em, -1000em); top: -3.988em; left: 0em;"><span class="mi" id="MathJax-Span-31" style="font-family: MathJax_Math; font-style: italic;">w</span><span style="display: inline-block; width: 0px; height: 3.988em;"></span></span><span style="position: absolute; top: -3.838em; left: 0.716em;"><span class="mi" id="MathJax-Span-32" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">k</span><span style="display: inline-block; width: 0px; height: 3.988em;"></span></span></span></span><span class="msubsup" id="MathJax-Span-33"><span style="display: inline-block; position: relative; width: 0.946em; height: 0px;"><span style="position: absolute; clip: rect(3.368em, 1000.5em, 4.361em, -1000em); top: -3.988em; left: 0em;"><span class="mi" id="MathJax-Span-34" style="font-family: MathJax_Math; font-style: italic;">p</span><span style="display: inline-block; width: 0px; height: 3.988em;"></span></span><span style="position: absolute; top: -3.838em; left: 0.503em;"><span class="mi" id="MathJax-Span-35" style="font-size: 70.7%; font-family: MathJax_Math; font-style: italic;">k</span><span style="display: inline-block; width: 0px; height: 3.988em;"></span></span></span></span><span class="mo" id="MathJax-Span-36" style="vertical-align: 0em;"><span style="font-family: MathJax_Size4;">)</span></span></span></span><span style="display: inline-block; width: 0px; height: 3.988em;"></span></span></span><span style="display: inline-block; overflow: hidden; vertical-align: -1.571em; border-left: 0px solid; width: 0px; height: 3.742em;"></span></span></nobr><span class="MJX_Assistive_MathML MJX_Assistive_MathML_Block" role="presentation"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><mi>A</mi><mi>t</mi><mi>t</mi><mi>r</mi><mi>a</mi><mi>c</mi><mi>t</mi><mi>i</mi><mi>o</mi><mi>n</mi><mo>−</mo><mi>i</mi><mi>n</mi><mi>d</mi><mi>e</mi><mi>x</mi><mo>=</mo><mrow><mo>(</mo><munderover><mo>∑</mo><mrow class="MJX-TeXAtom-ORD"><mi>k</mi><mo>=</mo><mn>1</mn></mrow><mi>n</mi></munderover><msub><mi>w</mi><mi>k</mi></msub><msub><mi>p</mi><mi>k</mi></msub><mo>)</mo></mrow></math></span></span></div><script type="math/tex; mode=display" id="MathJax-Element-1">\begin{equation*}
Attraction-index = \left( \sum_{k=1}^n w_k p_k \right)
\end{equation*}</script>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">p0</span> <span class="o">=</span> <span class="n">df_Delft_Final_norm</span><span class="p">[</span><span class="s1">'Pop. density (Pop./KM)'</span><span class="p">]</span>
<span class="n">p1</span> <span class="o">=</span> <span class="n">df_Delft_Final_norm</span><span class="p">[</span><span class="s1">'Trees/km'</span><span class="p">]</span>
<span class="n">p2</span> <span class="o">=</span> <span class="n">df_Delft_Final_norm</span><span class="p">[</span><span class="s1">'Playground/km'</span><span class="p">]</span>
<span class="n">p3</span> <span class="o">=</span> <span class="n">df_Delft_Final_norm</span><span class="p">[</span><span class="s1">'Water_Area/km'</span><span class="p">]</span>
<span class="n">p4</span> <span class="o">=</span> <span class="n">df_Delft_Final_norm</span><span class="p">[</span><span class="s1">'cluster_values'</span><span class="p">]</span>


<span class="n">w0</span><span class="o">=</span> <span class="mi">4</span>
<span class="n">w1</span><span class="o">=</span> <span class="mi">1</span>
<span class="n">w2</span><span class="o">=</span> <span class="mi">3</span>
<span class="n">w3</span><span class="o">=</span> <span class="mi">5</span>
<span class="n">w4</span> <span class="o">=</span> <span class="mi">1</span> <span class="c1"># already assigend weight to this value in previous step</span>

<span class="c1">#calculating the Attractiveness of a neibourhood</span>
<span class="n">Attractiveness_list</span> <span class="o">=</span> <span class="p">(</span><span class="n">w0</span><span class="o">*</span><span class="n">p0</span><span class="p">)</span> <span class="o">+</span><span class="p">(</span><span class="n">w1</span><span class="o">*</span><span class="n">p1</span><span class="p">)</span> <span class="o">+</span> <span class="p">(</span><span class="n">w2</span><span class="o">*</span><span class="n">p2</span><span class="p">)</span> <span class="o">+</span> <span class="p">(</span><span class="n">w3</span><span class="o">*</span><span class="n">p3</span><span class="p">)</span> <span class="o">+</span> <span class="p">(</span><span class="n">w4</span><span class="o">*</span><span class="n">p4</span><span class="p">)</span> 
<span class="n">Attractiveness_list</span><span class="o">=</span><span class="n">Attractiveness_list</span><span class="o">/</span><span class="n">Attractiveness_list</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>

<span class="c1">#convert output back to a dataframe</span>
<span class="n">df_attraction_index</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">Attractiveness_list</span><span class="p">)</span>
<span class="n">df_attraction_index</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span> <span class="o">=</span><span class="p">{</span><span class="mi">0</span><span class="p">:</span><span class="s1">'Attraction_index'</span><span class="p">},</span><span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">df_attraction_index</span>
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<table class="dataframe" border="1">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Attraction_index</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>Tanthof</th>
      <td>0.189476</td>
    </tr>
    <tr>
      <th>Voorhof</th>
      <td>0.394113</td>
    </tr>
    <tr>
      <th>Binnenstad</th>
      <td>0.393921</td>
    </tr>
    <tr>
      <th>Buitenhof</th>
      <td>1.000000</td>
    </tr>
    <tr>
      <th>Schieweg_Zuid</th>
      <td>0.270031</td>
    </tr>
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<h2 id="Let's-visualize-our-final-result">Let's visualize our final result<a class="anchor-link" href="#Let's-visualize-our-final-result">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># create map of Delft using latitude and longitude values</span>
<span class="n">map_Delft</span> <span class="o">=</span> <span class="n">folium</span><span class="o">.</span><span class="n">Map</span><span class="p">(</span><span class="n">location</span><span class="o">=</span><span class="p">[</span><span class="n">latitude</span><span class="p">,</span> <span class="n">longitude</span><span class="p">],</span> <span class="n">zoom_start</span><span class="o">=</span><span class="mi">13</span><span class="p">,</span><span class="n">tiles</span><span class="o">=</span><span class="s1">'OpenStreetMap'</span><span class="p">)</span>

<span class="n">folium</span><span class="o">.</span><span class="n">GeoJson</span><span class="p">(</span><span class="n">Wijken_delft_json</span><span class="p">)</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">map_Delft</span><span class="p">)</span>

<span class="c1"># Add the color for the chloropleth:</span>
<span class="n">map_Delft</span><span class="o">.</span><span class="n">choropleth</span><span class="p">(</span>
 <span class="n">geo_data</span><span class="o">=</span> <span class="n">Wijken_delft_json</span><span class="p">,</span>
 <span class="n">name</span><span class="o">=</span><span class="s1">'choropleth'</span><span class="p">,</span>
 <span class="n">data</span><span class="o">=</span> <span class="n">df_attraction_index</span><span class="p">,</span>
 <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="n">df_attraction_index</span><span class="o">.</span><span class="n">index</span><span class="p">,</span> <span class="s1">'Attraction_index'</span><span class="p">],</span>
 <span class="n">key_on</span><span class="o">=</span><span class="s1">'properties.name'</span><span class="p">,</span>
 <span class="n">fill_color</span><span class="o">=</span><span class="s1">'PuBuGn'</span><span class="p">,</span>
 <span class="n">fill_opacity</span><span class="o">=</span><span class="mf">0.7</span><span class="p">,</span>
 <span class="n">line_opacity</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span>
 <span class="n">legend_name</span><span class="o">=</span><span class="s1">'Population Density'</span>
<span class="p">)</span>
<span class="n">folium</span><span class="o">.</span><span class="n">LayerControl</span><span class="p">()</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">map_Delft</span><span class="p">)</span>

<span class="c1">#add markers to map</span>
<span class="k">for</span> <span class="n">lat</span><span class="p">,</span> <span class="n">lng</span><span class="p">,</span> <span class="n">name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">df_CL</span><span class="p">[</span><span class="s1">'lat'</span><span class="p">],</span> <span class="n">df_CL</span><span class="p">[</span><span class="s1">'long'</span><span class="p">],</span> <span class="n">df_CL</span><span class="o">.</span><span class="n">index</span><span class="p">):</span>
    <span class="n">label</span> <span class="o">=</span> <span class="s1">'</span><span class="si">{}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">name</span><span class="p">)</span>
    <span class="n">label</span> <span class="o">=</span> <span class="n">folium</span><span class="o">.</span><span class="n">Popup</span><span class="p">(</span><span class="n">label</span><span class="p">,</span> <span class="n">parse_html</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    <span class="n">folium</span><span class="o">.</span><span class="n">CircleMarker</span><span class="p">(</span>
        <span class="p">[</span><span class="n">lat</span><span class="p">,</span> <span class="n">lng</span><span class="p">],</span>
        <span class="n">radius</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span>
        <span class="n">popup</span><span class="o">=</span><span class="n">label</span><span class="p">,</span>
        <span class="n">color</span><span class="o">=</span><span class="s1">'Blue'</span><span class="p">,</span>
        <span class="n">fill</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
        <span class="n">fill_color</span><span class="o">=</span><span class="s1">'#4868FF'</span><span class="p">,</span>
        <span class="n">fill_opacity</span><span class="o">=</span><span class="mf">0.7</span><span class="p">,</span>
        <span class="n">parse_html</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">map_Delft</span><span class="p">)</span>      

    <span class="n">folium</span><span class="o">.</span><span class="n">map</span><span class="o">.</span><span class="n">Marker</span><span class="p">(</span>
        <span class="p">[</span><span class="n">lat</span><span class="p">,</span><span class="n">lng</span><span class="p">],</span>
        <span class="n">icon</span><span class="o">=</span><span class="n">DivIcon</span><span class="p">(</span>
            <span class="n">icon_size</span><span class="o">=</span><span class="p">(</span><span class="mi">150</span><span class="p">,</span><span class="mi">36</span><span class="p">),</span>
            <span class="n">icon_anchor</span><span class="o">=</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">),</span>
            <span class="n">html</span><span class="o">=</span><span class="s1">'&lt;div style="font-size: 15pt"&gt;</span><span class="si">%s</span><span class="s1">&lt;/div&gt;'</span> <span class="o">%</span> <span class="n">name</span>
            <span class="p">)</span>
    <span class="p">)</span><span class="o">.</span><span class="n">add_to</span><span class="p">(</span><span class="n">map_Delft</span><span class="p">)</span>  
<span class="n">map_Delft</span>
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<pre>C:\Programs\Anaconda3\lib\site-packages\folium\folium.py:415: FutureWarning: The choropleth  method has been deprecated. Instead use the new Choropleth class, which has the same arguments. See the example notebook 'GeoJSON_and_choropleth' for how to do this.
  FutureWarning
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            <style>
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            var map_a6a2ecf2f86b475b9f5cf92d5d02cdcd = L.map(
                "map_a6a2ecf2f86b475b9f5cf92d5d02cdcd",
                {
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            var tile_layer_236fe1f8938a4ba9aa36fe1feceff343 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
        function geo_json_581a60317f894725b8150a08c80bbbb9_onEachFeature(feature, layer) {
            layer.on({
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                    map_a6a2ecf2f86b475b9f5cf92d5d02cdcd.fitBounds(e.target.getBounds());
                }
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        };
        var geo_json_581a60317f894725b8150a08c80bbbb9 = L.geoJson(null, {
                onEachFeature: geo_json_581a60317f894725b8150a08c80bbbb9_onEachFeature,
            
        });
        function geo_json_581a60317f894725b8150a08c80bbbb9_add (data) {
            geo_json_581a60317f894725b8150a08c80bbbb9.addData(data)
                .addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
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    color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.x = d3.scale.linear()
              .domain([0.1894761045491105, 1.0])
              .range([0, 400]);

    color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.legend = L.control({position: 'topright'});
    color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
    color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.legend.addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);

    color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.xAxis = d3.svg.axis()
        .scale(color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.x)
        .orient("top")
        .tickSize(1)
        .tickValues([0.1894761045491105, 0.3245634204575921, 0.4596507363660737, 0.5947380522745553, 0.7298253681830369, 0.8649126840915184, 1.0]);

    color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.svg = d3.select(".legend.leaflet-control").append("svg")
        .attr("id", 'legend')
        .attr("width", 450)
        .attr("height", 40);

    color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.g = color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.svg.append("g")
        .attr("class", "key")
        .attr("transform", "translate(25,16)");

    color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.g.selectAll("rect")
        .data(color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.color.range().map(function(d, i) {
          return {
            x0: i ? color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.x(color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.color.domain()[i - 1]) : color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.x.range()[0],
            x1: i < color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.color.domain().length ? color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.x(color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.color.domain()[i]) : color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.x.range()[1],
            z: d
          };
        }))
      .enter().append("rect")
        .attr("height", 10)
        .attr("x", function(d) { return d.x0; })
        .attr("width", function(d) { return d.x1 - d.x0; })
        .style("fill", function(d) { return d.z; });

    color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.g.call(color_map_cdc6b0254c3f4c689bdc4abba1c1f7be.xAxis).append("text")
        .attr("class", "caption")
        .attr("y", 21)
        .text('Population Density');
    
            var layer_control_98b019d274d441248d1f82b26bce1950 = {
                base_layers : {
                    "openstreetmap" : tile_layer_236fe1f8938a4ba9aa36fe1feceff343,
                },
                overlays :  {
                    "macro_element_581a60317f894725b8150a08c80bbbb9" : geo_json_581a60317f894725b8150a08c80bbbb9,
                    "choropleth" : choropleth_e06c12dbf0344c31a00ae50ecc9cc0e8,
                },
            };
            L.control.layers(
                layer_control_98b019d274d441248d1f82b26bce1950.base_layers,
                layer_control_98b019d274d441248d1f82b26bce1950.overlays,
                {"autoZIndex": true, "collapsed": true, "position": "topright"}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
            var circle_marker_9e567425891c4e6d8ea87a8955f4fdf0 = L.circleMarker(
                [51.982308, 4.35176],
                {"bubblingMouseEvents": true, "color": "Blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#4868FF", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
        var popup_d609d2818ff94dbbae2324f8cd71bd2f = L.popup({"maxWidth": "100%"});

        
            var html_bcfaf9b8a167482793d48cefac7b14d5 = $(`<div id="html_bcfaf9b8a167482793d48cefac7b14d5" style="width: 100.0%; height: 100.0%;">Tanthof</div>`)[0];
            popup_d609d2818ff94dbbae2324f8cd71bd2f.setContent(html_bcfaf9b8a167482793d48cefac7b14d5);
        

        circle_marker_9e567425891c4e6d8ea87a8955f4fdf0.bindPopup(popup_d609d2818ff94dbbae2324f8cd71bd2f)
        ;

        
    
    
            var marker_67c124b313964256b2577755626480b9 = L.marker(
                [51.982308, 4.35176],
                {}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
            var div_icon_5dbd35e944114ce5a1a5af9faf015397 = L.divIcon({"className": "empty", "html": "\u003cdiv style=\"font-size: 15pt\"\u003eTanthof\u003c/div\u003e", "iconAnchor": [0, 0], "iconSize": [150, 36]});
            marker_67c124b313964256b2577755626480b9.setIcon(div_icon_5dbd35e944114ce5a1a5af9faf015397);
        
    
            var circle_marker_c9d029f3e6e64fd38227d7b1cd457d86 = L.circleMarker(
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            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
        var popup_8a4c2c3fc2e448d29b4a0de54ba9d81e = L.popup({"maxWidth": "100%"});

        
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            popup_8a4c2c3fc2e448d29b4a0de54ba9d81e.setContent(html_52fc1dbb0557471ba28f8c555295dad6);
        

        circle_marker_c9d029f3e6e64fd38227d7b1cd457d86.bindPopup(popup_8a4c2c3fc2e448d29b4a0de54ba9d81e)
        ;

        
    
    
            var marker_a5f3a0cd0371448ea6e2cf4186e4b8c4 = L.marker(
                [51.996322, 4.344202],
                {}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
            var div_icon_ad78d2eec27f4eb0aa97a05229015bd5 = L.divIcon({"className": "empty", "html": "\u003cdiv style=\"font-size: 15pt\"\u003eVoorhof\u003c/div\u003e", "iconAnchor": [0, 0], "iconSize": [150, 36]});
            marker_a5f3a0cd0371448ea6e2cf4186e4b8c4.setIcon(div_icon_ad78d2eec27f4eb0aa97a05229015bd5);
        
    
            var circle_marker_9c087e7f2b344826a76828eedcb364c3 = L.circleMarker(
                [52.013576, 4.364522],
                {"bubblingMouseEvents": true, "color": "Blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#4868FF", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
        var popup_18d375a7ac8b4841bb98efdfd29b1c74 = L.popup({"maxWidth": "100%"});

        
            var html_72ba76a7712f47d29e8c56ae264b2fd6 = $(`<div id="html_72ba76a7712f47d29e8c56ae264b2fd6" style="width: 100.0%; height: 100.0%;">Binnenstad</div>`)[0];
            popup_18d375a7ac8b4841bb98efdfd29b1c74.setContent(html_72ba76a7712f47d29e8c56ae264b2fd6);
        

        circle_marker_9c087e7f2b344826a76828eedcb364c3.bindPopup(popup_18d375a7ac8b4841bb98efdfd29b1c74)
        ;

        
    
    
            var marker_6b7f515e4f104f26a7f7b6ca4ea4b4fc = L.marker(
                [52.013576, 4.364522],
                {}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
            var div_icon_70beca75803b40a1936296fc4a282a4b = L.divIcon({"className": "empty", "html": "\u003cdiv style=\"font-size: 15pt\"\u003eBinnenstad\u003c/div\u003e", "iconAnchor": [0, 0], "iconSize": [150, 36]});
            marker_6b7f515e4f104f26a7f7b6ca4ea4b4fc.setIcon(div_icon_70beca75803b40a1936296fc4a282a4b);
        
    
            var circle_marker_044fd96d1801425a929ff9900bf08080 = L.circleMarker(
                [52.009339, 4.334157],
                {"bubblingMouseEvents": true, "color": "Blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#4868FF", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
        var popup_5023eaeecf2444cbbed357088715f2a5 = L.popup({"maxWidth": "100%"});

        
            var html_0f7947d3c526438592514f551292c354 = $(`<div id="html_0f7947d3c526438592514f551292c354" style="width: 100.0%; height: 100.0%;">Buitenhof</div>`)[0];
            popup_5023eaeecf2444cbbed357088715f2a5.setContent(html_0f7947d3c526438592514f551292c354);
        

        circle_marker_044fd96d1801425a929ff9900bf08080.bindPopup(popup_5023eaeecf2444cbbed357088715f2a5)
        ;

        
    
    
            var marker_05f9493819354a18a8bf3487dc674110 = L.marker(
                [52.009339, 4.334157],
                {}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
            var div_icon_1a08741cb9cf4af6a4bd1da95aed6ac8 = L.divIcon({"className": "empty", "html": "\u003cdiv style=\"font-size: 15pt\"\u003eBuitenhof\u003c/div\u003e", "iconAnchor": [0, 0], "iconSize": [150, 36]});
            marker_05f9493819354a18a8bf3487dc674110.setIcon(div_icon_1a08741cb9cf4af6a4bd1da95aed6ac8);
        
    
            var circle_marker_ca5da109e39646ef86e7aea6fc6b9821 = L.circleMarker(
                [51.988527, 4.383054],
                {"bubblingMouseEvents": true, "color": "Blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#4868FF", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a6a2ecf2f86b475b9f5cf92d5d02cdcd);
        
    
        var popup_27a3dbdb6b814ba5b98ddf0014a24e86 = L.popup({"maxWidth": "100%"});

        
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<h2 id="Discussion-&amp;-Conclusion">Discussion &amp; Conclusion<a class="anchor-link" href="#Discussion-&amp;-Conclusion">¶</a></h2>
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<p>Based on the created model, we can say that the best place to settle for our new home is the neighborhood <strong>"Buitenhof"</strong>.
 Many questions can be raised on the used model: Are the selected 
features appropriate? is the data complete? I think i can concluded that
 based on the available data, the results shown by the model are an 
rough indication. many more factors play a role; such as Crime numbers, 
average income, House values etc. Also the model is heavenly subjected 
to personal interpretation. What is important to the general, does not 
fit everyone.</p>

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