data_process.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;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

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

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="n">raw_files</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;air_co2&quot;</span><span class="p">:</span>         <span class="s2">&quot;../data/air_carbon_dioxide_ppm_T6713-Top.csv&quot;</span><span class="p">,</span>
             <span class="s2">&quot;air_RH&quot;</span><span class="p">:</span>          <span class="s2">&quot;../data/air_humidity_percent_SHT25-Top.csv&quot;</span><span class="p">,</span>
             <span class="s2">&quot;air_temp_C&quot;</span><span class="p">:</span>      <span class="s2">&quot;../data/air_temperature_celcius_SHT25-Top.csv&quot;</span><span class="p">,</span>
             <span class="s2">&quot;water_ec_ms_cm&quot;</span><span class="p">:</span>  <span class="s2">&quot;../data/water_electrical_conductivity_ms_cm_AtlasEC-Reservoir.csv&quot;</span><span class="p">,</span>
             <span class="s2">&quot;water_pH&quot;</span><span class="p">:</span>        <span class="s2">&quot;../data/water_potential_hydrogen_AtlasPH-Reservoir.csv&quot;</span><span class="p">,</span>
             <span class="s2">&quot;water_temp_C&quot;</span><span class="p">:</span>    <span class="s2">&quot;../data/water_temperature_celcius_AtlasTemp-Reservoir.csv&quot;</span><span class="p">}</span>
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<h4 id="Convert-Raw-data-(csv-files)-into-Pandas-Data-Frame">Convert Raw data (csv files) into Pandas Data Frame<a class="anchor-link" href="#Convert-Raw-data-(csv-files)-into-Pandas-Data-Frame">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">air_co2_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">raw_files</span><span class="p">[</span><span class="s2">&quot;air_co2&quot;</span><span class="p">])</span>
<span class="n">air_RH_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">raw_files</span><span class="p">[</span><span class="s2">&quot;air_RH&quot;</span><span class="p">])</span>
<span class="n">air_temp_C_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">raw_files</span><span class="p">[</span><span class="s2">&quot;air_temp_C&quot;</span><span class="p">])</span>
<span class="n">water_ec_ms_cm_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">raw_files</span><span class="p">[</span><span class="s2">&quot;water_ec_ms_cm&quot;</span><span class="p">])</span>
<span class="n">water_pH_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">raw_files</span><span class="p">[</span><span class="s2">&quot;water_pH&quot;</span><span class="p">])</span>
<span class="n">water_temp_C_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">raw_files</span><span class="p">[</span><span class="s2">&quot;water_temp_C&quot;</span><span class="p">])</span>
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<h4 id="Convert-timestamp_utc-from-string-into-actual-timestamp">Convert <code>timestamp_utc</code> from string into actual timestamp<a class="anchor-link" href="#Convert-timestamp_utc-from-string-into-actual-timestamp">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">air_co2_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">air_co2_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">])</span>
<span class="n">air_RH_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">air_RH_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">])</span>
<span class="n">air_temp_C_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">air_temp_C_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">])</span>
<span class="n">water_ec_ms_cm_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">water_ec_ms_cm_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">])</span>
<span class="n">water_pH_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">water_pH_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">])</span>
<span class="n">water_temp_C_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">water_temp_C_df</span><span class="p">[</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">])</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">air_co2_df</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">,</span><span class="n">y</span><span class="o">=</span><span class="s1">&#39;value&#39;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="mi">10</span><span class="p">),</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Air CO2 PPM&quot;</span><span class="p">)</span>
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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x7fd28214f750&gt;</pre>
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>
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<div class="prompt input_prompt">In&nbsp;[5]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">air_RH_df</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">,</span><span class="n">y</span><span class="o">=</span><span class="s1">&#39;value&#39;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="mi">10</span><span class="p">),</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Air Relative Humidity&quot;</span><span class="p">)</span>
</pre></div>

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    <div class="prompt output_prompt">Out[5]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x7fd28489c3d0&gt;</pre>
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    <div class="prompt"></div>


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<img 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iIiIiIiahmFDRS5GhhKdtczIiIiIiIiIqLhqsCBIi+VxZYJ5JpRREREREREREQ03GUWKBJC7C2EuEMIsVAI8YoQ4s1CiH2FEA8LIZaU/90nq/W5Dj0bTBgo4l3PUuJ+IyIiIiIiIiq8LDOKfg3gASnlcQBOBPAKgEsAPCqlPBrAo+XHDeU6mTWnKCIiIiIiIiKi4a4ji0qEEHsBOAPApwBASrkLwC4hxPsBvL1c7P8ATAPwjSzW6RL+6R8cwqMLN1jL3fr8Slz52KsAgFc7e2tsWWPMW9ONTb39ePuxB8Ree2nVVvxt7jpM3Hd3HDdhLN44ad9YmYcXbMD6nj4AwCmH7oPjD9qz7m2m/Fu+aTtKUuKIcXs0uylERERERDQMPLm4E285cj90tBd4ZpwWk0mgCMDhADoB3CCEOBHALAD/DmC8lHJducx6AONVCwshLgRwIQAceuihiVZ84F67aV97dmkXfvXIEuPyg0MlXHLX3Mrjl1ZtSbT+Zjn3N9MBAEt+8B6MiHygPnDV05W/D9xrNJ795pmh17t3DuBzN82sPJ5y2D644wtvqak9HHnWGt7+s2kAgOU/Oqe5DSFKoaNNYLAkccS4Mc1uChERERE5ePrVTfjk9c/jK2ceja++65hmN4fKsgrZdQA4GcDVUsqTAGxHZJiZlFJCE0+QUl4jpZwipZwybtw4pxX6cwnts/tIfPEdRyrLDJSHnd3++Tdr6xmKTEq0/x6jnNafFyXDpErvO/Eg5V3fdg16z3393cfi9KP2y+TOcJKTOxFRk33o5IkAgPF7jm5yS4iIiIjIRee2fgDeyAbKj6wCRasBrJZSPld+fAe8wNEGIcSBAFD+d2NG6wvpaFNvhh+82H1ku3bZosc3TO3fbUS78nVZjteNHT0CI9vbMskGKvhuJKIW4N8Fs+jndSIiIiKiZsokUCSlXA9glRDi2PJTZwJYAOA+ABeUn7sAwL1ZrA+oBjtEYBbqNFktrdyh0MTPKtvcluEM3q28H4moGCqBIoauiYiIiIhSy2qOIgD4MoA/CiFGAlgG4NPwAlG3CyH+FcAKAB/JcH0VwV+RQ4Ejh2WjHYpWCngIIZT7wN9GAeGVyWCb2TEjoubj/SuJiIiIiqT6Qx/lSWaBIinlSwCmKF46U/FcBuvz/hXwAh7GMoa+Q6mFj0hdxpA/rxEzioioFfF8RERERESUXkvdfy5N36DokzCbmi8glNvnPyOEF2irJRuImURElBf8RYqIiIiIqHaFDRQFs4WqQ8+i3YPyPEaG4QjRjKLh0MEolfz5nbJLKRoO+42I8q1yRiv4DwBEREREw03REzhaTWEDRVWmMJCDFj4ebXEgUS6TyWeyhfcjERUDM4qIiIiIiiXL5AXKTmEDRaohT7F8Iqc5iordpbAN/VK9Wp2jKMuMomLvRyIqPv9ng4Kf1omIiIiImqqwgSJfeOhZ8uVbuT+hCwP5+6mtzSuVyV3PWnlHElEh6IchExERERGRq8IGioL9AF26WnDSZp3CZxRZmq963d/mGgfthdeTWU1EROn4ZzSej4iIiIiKhddv+VLYQJEvGOpIM/yp4HEiI5cAGoeEEhERERERUTOwO5pPhQ8UBUWDPpU5igyHX9GHKNhar9o+/zk/kJTJXNYF349EVHycDJGIiIiIqHaFDRRVJ6oWNWXFDMfwRmWOogz7VMNxPxJRPjFuTURERFQwvH7LlcIGioJ0GUP+ULREcxQVrIdhy+RR3/XM+1eU91wW2UAF221E1MJ4OiIiIiIqhsrNSHgFlyuFDRRVgkDB59Lc9WwYHo/+vssyo4iIqNl41zMiIiIiotoVNlAUpItCVuco0otmFBWte2FqrxDqAqVS9XVO6UFErSLLOzkSEREREQ1XhQ0UVecoss+UbgqGFHzkWSrVIXm1d6qGw/4iomKoZhQ1tx1ERERE5IY/9OVTYQNFKrGgT6plitXDMHWIBIRya4KZVgKCnSoiagn+ZUbRzuNERERERHlS2ECR3w0IDp+Kdg2q81Too5RD0aFnNfQvBoZKeHn11vQVlHX19mPxhm3K15Z29mLWis3aZUsl+wbsGvLGnrVx3FlqK7q2Y/7absxeuQXb+wdjrw+VJGYu34whh/ejUTb19uPFlVuwrW+g2U0hqgv/lDZUAtZ392Fd987mNoiIiIiogPoHh3Dr8yuxdqv+Wmp9dx829fZrXx8cKmHB2h48sbgTPYr+R6kk8fLqrXhw/noA0PabBodKeGDeejz6ygYMlvuxKq9t2o6/zV1X81yVK7t2GPtLfQNDWL5peyGuM3fsGsQzSzfhnhfX4IF5651iBb6OOrarYWpJV5uxrCv0uJbgydHf/hsA4M4vvBmnHLZv6npOufwRAMCiy9+NUR3tled7+gZw5s+fMC47de66yt+6TXlgnvdh3H1UO4Tgr+9JzV/bjXOunB56bvmPzgk9vuL+V/D76a/hQydPxM8/cmIjm6e0a7CEKeXjatzYUXjh2+80lt+5awi7jWw3liHKm/Y277ePVVt24LQrHgUAvHzpWdhz9IhmNouIiIioUI79zgOVv6P9HJ9/raV7/au3z8F9c9Zq67nhmeW47K8LKo/nr+1R1vP3P3kc67r7AAAfPPlg/OIjb4iV2djTh3f8bBoA4KRD98bd/3a6si6be15cg4tue0nZXt+5v5mOVzf2AgCW/fC9aMvxHaKO/+6DocfvnjzBedniZhRJ/65nIvZclBDAR6ZMVL9W/vey90/GpP12R0d77W/0wvXqbKCkBobC29OzsxrZfNsx47w/Ipu8rc/Lbvndx0/2Xlbsk5Ht3tt+2uH7ZdLO4cY/MZjcMXs1AODO8r/NtisQfe/cpo/8+/oGhurZHKK6GDva++1j792qgaHevnjGHxERERHVVzBIpPLYwg2hx8dNGKss5weJAODxhRuVZTYG+jcvrkw/wue51/Qjd3zBvmDR0i0eKGdvuShsoKjCMPQsaPyeo5UZNv4y7zx+PA7Zd/esW1eTaJAnOPl0JVAUXaa8Raccto82z0pCor1NoK1NeBlFRTvCCyBJWl8j5DfOTZS9nH38iIiIiMgqfY8lqxlVktbTyn2swgaKkkxULeBwZ7RyiTwFTZy2UVOqOqmrWisf1HmQo8OIaNjwhw5zOC0RERFRvsWnj7Ffv+XtCi9v7clSYQNFvuDhlSbIE1wmi9vFp21HUrqmhrfHoYzmzmhUI+5UooarZJfy80dERESUa9Ef9lyu33iN1ziFDRQpAzyaW937r6sOrGoZZRXp2pZBHUC8vaq4j/bDYukw8YZn9ZW3cxjfbxoOKpmUvIogIiIiKpRSDddvtdzcitQKGyhCIAjkdFhYesouw9MazvBZcWmrU4aUYKeqHmo50RFROm2GHwWIiIiIKDn2FfVaed8UOFAUp0tfM4VLYu9tFm92Aw+YWPNjj+Ntad3DOT9a+JxBlFt+bJyTWRMREREVi9scxPW9yMtd4kgTFTZQFJqoOot5KUR2w3Oy6qREgzzB9tmyhWx5VkzPG174ftNwIDiZNREREVGmGvUDuEsfWjvrCrs6mStsoChIext4P5hkOHBsGTlpZDXsyG1Cr+jETNXHQlNHeDLr2raZ3TE1dlSJGq86R1FTm0FERETUMhp1WeWULcRrvIYpbKDIP0aCQSD9vM72fAqXMq7qNewh2EJb1NQaVWXUta449IWo8fhrEhEREVHrqndGUdJ6WrnLV9hAUVD1rmaROYpcFo4uk8kURRllFKUoE3os1HUEs12E0BSi2uRsnzLDiYYD/7udk8kTERERZaNREzbn4fKN03VUFTZQVJ2jSFhvbR/KOtIEk4RwvEtYgrbVXo++oloThvgRqC8GZoiaJw8XGkREREStoF6XVbEZVBzW1Mp3GcubwgaKgvRzFAUzZ9zqyqKDX69fs122ITz/kGaBDOcoIrW8ncPy1h6iemJGEREREVH91CNgUyo5rFfzfLMygVr5krOwgSL/4AxnC6Wpx/tXILssm+zueuZQRlNIWNKsOJdHfbGjStQ8wU8fz3VERERE6dWrW8NrtHwrbKDIJ4DKURbNBlLOz2MJrGTxQWjIXc80nyyXLKpoJ4opfNnjHiVqnuA5jac3IiIiovTqNaVGuqFndWlKBYNXVYUNFIWCHZZCQujT0aKBlTxNZh2l2gLdB0pYX+enoJ7y1jnNWXOI6ipvnz8iIiKiVlKPay2XUTnavm2TuratPC9tYQNFFcGDoob3ScQqSy+7oWfJJ7N2CaCFgmNgEIGIWoN/LiulmJ+OiIiIiOIa9gOcS6CIHdeGKWygKDRps2Y6Hj/QErybmfF28orHaWQ2P020GnVKkVJln3COIiIaZoLBel5QEBEREeVfLdk5WXVt2UWuKmygyCfK/7OWsxQRIrvgSSM6Ji5tdSsj2JEaBjgPFQ0nnEyeiIiIqH7qcaVVxMu3IrbZVWEDRaqIY2xCrMAdzbT1xJbRv9tDJal9PTx5qr4OKSWGDGPTgq853fUsVr/5dVUZG1N7iYjyphQ4ZzF7koiIiIYTKWXoWkj1+lBJXyba91P1HUN91pTREpd+a2wZzfOu3dXBoZK5L55h5EdKfewg2J68/qDf0ewGpBacqLoy9MxlpnSJYOjIX8KWlzR75RZ88HfPAABu+dyb8JYj9w+9fv41Myp/d23fpazj0zc8j8cXdQIAHv2Pt+HIcXuEXl/a2Ytzrnwq0Nbw8qs276j8bcuisr9eZdpvSzt7cebPn8BnTj8c3z3v+NBrH71mBp5d1lV5fPOMFfjEaYcZ19sKVnbtsBdK4L2/fgr7jBmBP372tEzrDfrX/5tpLbN6S3W70p6uZizrwj+XPwvLf3ROylqy96Grn0FJStz9b6c3uynUAPe8tLbyNyfuJyIiouHi6G/fj4Eh70p++jfegYn77B4r8+5fPYVFG7YBAOZ87yzstduIymvLOnvx3kB/VOXmGSvwX/fMqzw+/Jv3x677v/KnF61tDfYjAWDWii2xMpMumRp6vO/uI2NlvnPPXPxhxkrjuuav7cY5V04HAIzqaMNfvvxWHDN+rHFdG3v6cMCeoyuPt/cPYvL3HjSuB/CCaEd+634AwMiONiy+/D2xMsG6/uG4A3D9p95orTcLwffaprAZRUG2iZ29u57VJhikuWv2mtjryzp7MarD250nTtxbWYcfJAKA9d19sdfXbt2JvoGStg3b+gYBAN9/3+TKc6ZIrIBQRiid7hhXtm6r18775qyNvRb9cC/ftN1SW2toa8u247lgXQ+efrXLXrAGz7+22VpGdXJO6q7Zq2uuox5mrdiCF1dubXYzqAk62hkoIiIiouHBDxIBwIaefmUZP0gEAOu6d4ZeW9/dh76BEs6ePL7yXDSp4PK/LrC2Q9V3zMI/nTIx9lw0SBTsK/umvryu8nf/YAnrFH3xqFc7e0OP1/fYl/HqH6r8vWtQ3bcP1vXYwo1O9aYxsiMc7rngLZOcly1soKiaCRR4LkUahAyMT6tliIKUwOlH7V9um0tmk/45/wMQrcd/dMLEvexttc7JFMiqctpv6bZpuGvPOKiUd8zeoLzheYmIiIiGp+QXQf4Snzn9cHzzPcd5z2mmd2kGl/76iPZ4iCO6nMtwr1bo1xy412i8/w0HVR53JOibFjZQFKS961klBqS/61msDk0B2+SoJSlRa0zAX0d7uTHaO5YF/o4FkyK3hbbOUWRpcy2zz1OxJpEWnMyFiIiIiKgl1NoN0XUN8t4/VLUvTdAnHlxK2yJF3dlVZSRl+nUVNlBUCQIJ+13PXO9oZqoneGDo7lKfpKOtnIy7/G+bw7tiTSiyZRQF1+t00DOI4BsO8ZQiBbiIfMpMzZxfzBARERE1S7T/G+xjV56LLFPEboKt/6bq+7h0+YqwL4LvZZJubGEDRSrRNzhJB8HfabplbDOpl0rVjKK0B4zffv/NjFWTsF793E2BrCPnw8Vh6Bk7ZDFF2iPhTDUiIiIiIiqqWq/n/X5itI9tG2lTTy6rVpWJ9nhdtqCeoy0aNZKjlv55YQNF/kYLgco77zJUK1ZPMFPIUNCWYSEBtNX4hvurqAac1Ot0mV9IWF53jQ8VIUqaZ0Xdf0VtNxERERERpZy/N9DH1g89az3K4FILjCKJDj1Lsk2FDRQFaTNd6iSGAAAgAElEQVRnDBNGx+qwzAtk+6BJWQ0UuXx4VPWVKoEi9RaFMoF0H9zQ/EOaehyDY0kNl+BCK0xsZsPsMGoZPJSJiIiInATu81R9TlMmr5TNi004ZF8mbY8vd/sn5YYUNlCkOoi1hD69yyX4Ei2nbo+sOejiZxC1WYJWLkOEbOls2Q04o1YhXA4sIiIiIiLKvazmHM1T4MPpx+wU8w257SvVHMP6eYfzoJb3rrCBIp8Q+mygJJk91TmK1KxzFEl7gMfWNmtGUWhCbYfAl70ZEODExUm1QhqiDY8IahU8lomIiGg4SnMN5C8jDIkWrSB253BFmbSb79K3buSeTTsaprCBItUd3mMRPX9y6MDO0UUhhfDK6d7Y4KRdqoOmJKuTWadVzSgylwuuXzuPkaLecB2t+8Gn5uFhRURERETUQgr2q1t2QZ90HZu87a60/bPCBoqqRE2d09AbaZzMWv13sJ7qHEUOdwhTVOI/09amyZBSRccMXPaLEOaDOUm20XDJTGrVWEgooDo83koaBngsExER0XDkcg0Um7qnspDQJ2PknPquZ+YenGoZlySQJHMih9rToA5l7K7wCd7KwgaKlIEWzdAzp4CJf/u/BOuLvl5rlo6fteRXo81+MnToXQ7W4RLQofSK9oVARERERETZyeNIgbTd2HhALPJY0fdJ3bfPWTcq7dtY2ECRL3jrvjR3GwvP+2NYLrJOVb3V29o7tMPQNv1dzwJtsNTvD6Uzve7VI4ztdT3ObZlJrSSPJ80shIc0Nq8dRGkpz6vD5sxEREREVOVyDRTt1qgSLYrWL1BOu2JdxqVex/Xn6Nozdse6BMsWNlAUDpqYJ38WsHfuRTW3Tqlkmc3am6Mom4wiW8DJfHc2+3P1OHRr3XbKl7THCA8DIiIiIqIcqKHTJ2C/2VOROQ0Pc6knZd2NCr5JOYznKLJN2mwTukuYYS/aapYA2trcytoKtVfmOoosIt3aCtjHYYbvhO4yp5L59TZRvGhzWmlnji8SDk+kVsFDmYiIiMhRcLRNDn8BdhpBlNG66jnyrJGXp2nnoS1uoCh0EMee8h5X5vwxBIA08xpFWRKKytG6rOYoSl+PVOyXNGWqhd3Wm8cTCSUTDro2rRlERERERFSjNAELP4Eg2Lcr2g/IaaaBSTMBtn796W5sVQ+1DIMrbKBIdRCbuLzRxjmKDG+m623tQ8so3rToHEVuB5n6+fC4UvPkXFnMzN4m8jUes54YEyMqjuFxViIiIiIKqzUWMZz6PGn7saY7mZvX1xjRoWdJtrOwgSIV7V3PHJatZCVpPlGmD1opEuBJ+6n062nXDGFzmcw6NJTOpYzjCcA+9GwYnUlaVDZvIY8DIiIiIqIiCs7xW3muKS1RS3vTqHg9DgkZqYNH2ZTJyrCboyg8UbV5qi2XWdsFhGWSaBkqG26Ln1Hk/i6ob2PvliWVNCqoKuH64Xf9gDBQ1FoKlmFKpFW0dGkiIiKiLNQ62qPSwy7YpVSqeYszCkB55fKTU+QyxE6nsIGiIG3mjNN8PeG9lWaOIv813VxJruJDz9SvB9elq8O1TFYZIGIYTWY9HAyXYYRERERERK0oTd9MBvu1wygRIPXdy5yfTF53Frz1pHsfCxsokpHgTPC5KKf5iQQwVJJY0bUDLyzfHHrt5dVb8aO/LayuJ/LuD5UjRab1PLu0K/Q42tYduwbx9TtfBhCc60iTIeUwc7kQ1QBWcN2vrOvBH59bif7BkrGOu19cjbN++QQ+c+NM9QpibVJ7ceUWnHPlUzj7l0/inCufwuyVW7R1TFu0ER+6+hls6OlzWmezJJ24e9IlU/HrR5bEnn94wQZ86ZbZNbdn4foeTLpkKi669cWa6/K97afTKsd1Ell+n8xb040Lrn8efQNDytd/eP8rmHTJVEy6ZCpOuexhrOveqSyXZjua5c8zV1W2adIlU7Fmq3qbrpv+GiZdMhVf/pP+Pd81WMLHfz8Dc1ZtVb7+2MINlfX809XPoKdvQFvXU0s6MemSqZi+ZFOyDWow5Tjxgrz9Nzz9Gq64/xXla798eDE++Lun0dXb3+BWERERFU+pJCvXOOf9Zrq23G0vrMQ375prrW/qy+vw1dtfyrKJdXFJuS9p8ukbng89dguG5OdiKm1bfv7w4kg9YYNDJURFywwoykSt3rIDp/7wUWOZReu34V2/fNJaV1bCo5HcFTZQ5AsOGTPN6VN9LpJBFHjoByguujV8InhxZbijdeIhe4ce9/YPAvCCPdE6fc+/tjn+ZMDacofwwL1GY8JeozWlks0t1LPT6/h94Q+zKs997775oTbr6nlq8SYs3tBbeXzUAXvEyowd3QEAOOOYcRjZ0abc37NWbMH8tT0Yv9dozF/bE9uXQb97fClmrdiCpRt7tWWK6pePLI4997mbZuKvL6+rue7//ssCAMA9L62tqZ6RHeHTQbM7pT/620I8sbgT89Z0K1+/5slllb+7tu/CDU8vV5Zr9nYk8bU7wl/w1wa2Meiyv3rv+V/m6N/zVzf24ulXu/ANzUVDMAg8c8UWPPbKRm1dn7jOu6i46Lb8XyQV1ff/sgD/q3m/f/3oEsxeuRWvbdre4FYREREVz5Yduyp/z9VcRwLAN+6ciz89v9Ja3xdvmY27Zq/JpG31dOsLq0KPVX2zxxd1hh53tEemVCn/K4KpCZGKPn/GEanbaHLw3rtlUk+aHwm371L/MB1UsseJ8PJq/fHm+8494eDkEePG2CtOzdsZ/37m0YmXLGygKDyxsyVqIuwJV8JQj/8r9a0XngYA2Gf3kZG2eK8fZDi4/TL3fel0Yzu+9d7XaYeeVdqaMCqYRQx4t5HtsedeN2FPnHbEvrjpM6fCtoev+OAJ1nUMlD99+YlZq7kkzbzlyP0AAB1JboXXZO1ttZ8Ossze2FnOJKq5yuK8BU3l8guNKesoT16+9Cz89J9e3+xmZC7v50YiIiJqvju/8BYAtc3TKIQ+oWD3kR2p6zU58ZC9jK+P6sgudOE24XR0ippsrsSC1Z7z+gPr2lWR0usKXfyuY+IrtyhsoMhnGnrmNpt5sDL1cpU5iCyVtGmWD9ch4uuFem4hYxnLIeUy3M4rp1qT+8RXtmFwpcpE334Z/XtSlCEiLoq4LbEjhgEWiuAh0VylAg2jJCIiapbh/m2ZZCoIl/5zo/ZnVv2nNAGdtEG1NIuVYgGo+vKPByGGydCz4JtZDazY73oWr8cvow+tVFLwNBXZXg+uyPbBFcIhCBQKjkWH0jXu1Bi6E5xl4uxa7whXVC20KU7yOOeda9CUWkvSucSKYLidT4iIiCg9t+sGfdCikuAQDSY184oks1UnTChBloGsqnpfrdayrsIGioKSbLTpDbbdGc11FJF6bqTw8i53W4t/KKucAk6qMjJeTrVPXNsXXochk8ph38nKv/nuDrltS763QSUazGt2gCWrtbdgvMDJcN3uqJYKPLfQthAREVF9WO6L5F5Pg68lbdc5ru2p5W5vtdbjIpYgXsfrOyml042wVAobKHIKrASGjGmDQOWaTMddMOvIuB5DJSUpnX7hDk/OrcmQCr7ZmrbanstKJZVN87q/DU4ZRS3YCypSX71VAwstullNUaRjpEBNddbIjFEiIiIqpiRZ1S79WtPNoLKU2RxALmWy2oY09YRGRtX/irU69CzZugobKPIFM2dqecNNQ76qwQ71stFgiC5YE8ooUrxeaYumjUm2L1GWlcNzLuNVTUEqYSgTrS/vfSGXfZv3bVBpxY41URGz+3RaZ0uIiIio3mq9BtL13+p1PeI0wXSd1t3ItUUziuq5TfHkJfe1FTZQFD6Q/CmZo8Ol/HmB3DJwdJNIV4dP6e6KFmyFWkmGs4V0TJNzq8rE2mKuPl5XDeGBYCqbfdhegsh26hblT6G2JfIWpQlw1yPYVGvQrchz1eQtgyRnzTEq8NuuFZ38kIiIiOKG+9dlbQkD/mgbe7+10Vz7rfXLeMpG8HquEbtYRP51VdhAkc/1ILZPEK2vpzohs2UdxgCONN+hzWFiaFPb4m1JknKoOEVkNLazVNl36mBeretsBpd9W5BNCWn2nES10gVVir1V+ZK3CwYXRTmvuGilbSEiIqL6qnW0TaWeLCs2yG40WDYTVbvdES55q9PcqT0t3dBCFwUOFNmDGy6ZPi77yo/66YemIfS6aeJn+23tw8uE12MfzxjOkHKYE6mGjp90WL7yHjgcaf725S2LohYNiRJntJKsgwCt9D4Wmevb4FKuKMFE07x0RcaMIiIiIrJJMi2LKZBQvetZY64/3NrbuGuhug2xC/xd7+tVGZgnOem6ChsoCk60Zdtm0+3kQ5NJOd6WPj6hlwy9riKljAy/Mk0KZs6+Ca/GXsYW6XSZo8hGt+/8jo1p/qbKOmW6dTea04cs7xuhEN2sWs9b7NNSHrTSYdhK20JERET1UdPUIn4dAtrOQB3zX4yvZnnXs2b2U1zuLl63dScoW9hAUZA2uyZUJn39pZJ5np34XdHib4E3R1ENt7UHIhFeTZlg1pF5Vc5louvWPacKSFWzrdKtgxoni7l8jGmqRA1UlOynJJilR0RERK5crhqchmnVMHypKJT92DoFnFz69FkJxUMSrq2wgaJQtNN/Tjdfj2GnBIdPaQM05X/bLHvLOMRNhgNNLh84l8msk5Zx/RC4dEi8fWefzDp0ZzpLfdZCOeCWUJTzjVCIzsFVa+Co1k5tVqmYxXsnslGPVNYiDudqpeBKC20KERER1Ul16Fn6IJBowk9ujcwEcguQ1SfzJzqVQF2v76Rb7EClsIGioMqt+4zDufwydtHlbHMUVdpheLkkvZQie0dLv5Z6jGd0DQa4DIPTBbuS3PHMtC6qr8znKMq2OqJEihjUsoneTpWIiIji2Jeor3rtX1ut7iNhkrevkT/Ghfv09b9grUQXht0cRQlvOa+qp3LLOOvQMltbzEIZRYZy9gNGX4/tIFeFodQzuDtwuLVfSUpvyJ3DkVmYX/5d7npWkE2pp8wi/jVWVJjjSqG4Lc+PVtqHRT6WiYiIqLHSJEj4QSBvRIh9jtksNXSiapfsJYdl0rQ4llHUwFmfkqyrsIEin+st5811mDv+lcmqLetpa9N/mEr+ECztndOqH8rqetXt8Npiy25ymOU7AachbqrlYB5yl2RdVF/R/Z7m8BGhIGaNQ88yOoB5OFGrYEYRERER2SS565mxHs3zee+rpZo3KPtm6NfVyDmKyjGINOsqbKAofKt4/zmH5QzBJNOQL9Mk07bl/fXahmlF69EO9zIGxxTrNrRL+3rCKKsu2OY+5K66LXk/+bToTc+ICi/JXG/F1FIbQ0RERHWQ5MdW3dQtpjto1+tqxKkvn1EZF/W6hozNfVTny7vQ0TCc5igyDWsKResMkQrbR8k2z05lPX56nvLuXxJtQj9MLvihdAmqOJVRDTOLtK2W2ww6Bb9keJJkU5YJxxOnk9e7O+Wlg56XdjSL6+fKZT/l80iLE0I0ZMx3ozGjiIiIiNylv3AI3YyoYUPPzK9neW0XH1am7r+bl0o5H1LwQZ0vV2uZ47iwgaIkd+qyzVHk8wMa0YPCn2dHW4e/HkOZkowO07IfVPq7uBnqySjXLqthe96+SzqZdfH5x2KRtsV+KmyOvLSjGYZ7kCsbrbMTeTwQERE5GObfl0kCPKbRKbYEh7zKe/saedczGYtBuCtsoMgnvJQiAOnOCf6wMq8u3fxBtoyi+PxC8TLuUVCXoXSmmpJEC2vJRomnIaqirJGMIsNGVYee5fzTTU7y8jYyUy073JPNxWOZiIiIbGpJvKn2w9xuwpSlNNPIpF5Xitmss5prt9F9JD8GISAS9bMLGygKRTt1ZVS3tU/xxqzo2o7BUslazl+Pav/fMWuVN5mUrQ4hKvUsWt8Tei1Yr//n3bPXhMtYWxm3rX/QWkYXBLJtz2OLNmLQMl6iVJK44v5XsGRjr7UdWXhuWRcmXTIVx3/3gbqtw9/ioRrHimzs6cPV05Y6f6h/+9gSp7Kqdi3rDO//aLQ7qZtnLMfSznTvad/AEJ5fvrmm9auU6jh2Z9aKzbjp2eWZ1vmH51bEnnN5f9du3Yl/vOqZmtc/d3U33viDRyqPizSYy6Wtf3p+JRZv2KZ9/cWVWzDpkqn48QMLs2tYRG//IM77zXSnsjc9swJ3v7i6bm0hIiIqiudf24wfTF0Qu6bdNVjCWb960rjs4FAJky6ZWnk8Z9VWZTkpZaicyZ2zVmPu6m6nso1S61VvtW9rTw7IwpOLOy3tcZOmfY2M3azv7qv8vXXHANZs3Vm3PopqXmdXhQ0UVbndUcs0a7v/IdDd1WzP0SNCc0Pohujodv7OXUMYGJLhQI9DhPIbd85V1ieEwOwVWwAA//vksvjr5X/fetT+AIDTjthP3TAA3TsHAHgdc1V7Dt57N+2y4TZB+Qnr2zWE/sGS8cBcs3VnaDvq/UE9/5oZAIAdu4YsJdUaeSL50p9exI8fWIiF6/Wd2aCfPbQYLyzfYi338IL1sec29PSHHu8atAdHo4LZYz+8fyE+8NunE9cBAP/7RPy4Ti3whj2xxPwFVIsLrn8B3713fqZ1qs4LcxwuQq58dAl2DqQ7voPO++10dG6rHhdFzGcxfS988665OOuX+ovJf/ydF2y7etrSrJtV8ZMHFmLuGvN7OrLd+6qeu6Ybv3u8fm0hIiIqiotvewnXPvUaVnRtDz3/7LIubN0xYFz2npfWxupSmb3Sfk3t+48/z8F5v3X74aceBoaq1+265IXBIfdre+ONnBJMAZOV9514kHPZaFOCfZrzpxziXk/k8Yj2eOgkHhew74cL3jIJAPCu48fjsYUbAXjHbT0kuaFWVGEDRaFbxVeOYvV4v6TRs2h5IYADxo4CdFHV8sPqHEeRtpafufCMI9zunKYbDxqoec/dRqjLBFb+piP2BQCcOmmfQP3hyo8evwcAdfbIMeP3wNOX/ANOPXxf/WTWlu1paxP44MkHG8v4dX/m9MPNleXUSYfuHXsuur9cA25RvX1etleSzCSX7Ld+RRDIb/MP//EE53VFjewIn1JcstVU+gZrD3L4gntucKh+X2K9Kbc1KZcv+a7tuyp/u34hFDEIZFKUuaxdAta7jWzHBW8+DO88frw1Q5OIiGg42NDjZWVEvxUHHH7o7I9cZy6PBJsqddXxujFrfl/ua2cfq70G8i8h/vOsY3DtJ6cAcBwqZXjtoncenaCVYSccvBf+4bgDsPxH52jL7L/HSHz8TYfiyo+eVG5LvDUHjB2Fj556iLae4L658G1HKMsE98Ptn39z7DkgfG152fsnW+vROXCv0QCAn334xMpzdb2+E6F/nBU2UOQTItlGK+fVqcxRVH5Ok+2j73gohrgplo8voW6XdXgawpkbsddNPaTIS22Wbba3p5yNJdQnkerd3NRBNqC67bq25E7uG5hO9H0giirioZ/3Jrt+3IQQGNEuQr8YEhERDXep7uMT7fdk05Tc0c0n6011oilT6bvFn6vWo1hXmvch6c2dtMkU5seVxQNxA+NIJM16sr7TdGiS6TpdZLvuG5XCB4qCdAex7ZbzQvFXrIzLgWUJdAhTulCojFooeKOdeNv89keX8g94VUZR8MOgPCEY16SuR8UPoLa3VU9ZReISCCwC/31wmUw9j3SfuyIGN/KqSJMpZ/1l3kz+xcOItjYGioiIiJDtdarLnabzTvUjvyn5wTrKRQinGzFVkgEc2xlf3kzC3lZvu+x3TzJfG+qTGXSPVavK3ZVycJqdhOn2hQ0UBaOdto6tcaeEgi/mdfr1uEReNasILKOuI7gefTtcA1/qZVWPjRlO2lsjyuod4xwDYOohbNXodhE08gRQr3Upz5/l9zNvHewsAz28o15t8r77XL7Ai8jfhI52Udfhk0RERMWT/Huxlb9JTf3E6nQp+jl+1T8KRvut9n6iC9drNJe+SfUu5ub1uAW/XBpVe3+pUT2ucOaS+3KFDRQF6Sbs0s2rE3oM1yilITpb/rdNE0gKttMejDJPvO1rS3BwhiPM4eUqwS/Fj9ShVbiMX9VFby1NLVVOWn499nXlXhM3Im2gpyTDx16aoEoeg31FyoKhbNiySPPEtZ1CeJMoMqOIiIjIbQgRKmWG57VgdKv9ESQu10kC9syk8HPp9rG9H65Prgg8a3gUHHIXf85Ub2yOIoc+lst+aOThmGR6m6jCBopCYywTHOi2cvrXhDYrxjaHkdMBY29eqC26eWRscwtF21idgNuQ4WQakqept1qPDJVTb6cst6W21MVGyVuKYZoOsTLzAtJ7DwrSwU6j2e9VFpoZACni/muJQGF5EzraBCezJiIigv6aRJM03/LC88LqpijxhDKKNPUAbtectVyWOmcUVUaw2NuhKhMaiZRgfS7NS3OdGYxjNEI498O9vYUNFKnEIo5OE2RJ5wwM2xhM0/Aq/3XbmkxZR8FqTRlFxmFp0aFn5X9tfQ/dkI5wZFazTnPVsYyiVhDdF7WeB7I+j6iO0VL0/czgSzUPWR3D4eKgYQq0L3Nw6GVKQKCjvY1Dz4iIiALcOvPRJ1r3u9Q0QXIlo8gw1YQqASKeoaNYLmE7q8xXbE7vr0PGE5Ckn6MLtKXPznFfS7ZcJgPXKWygSBUZtAVwTGWC5WzparqAlPYDp3rO0BCX+X70k1mbRetua/OH7elT9mqJJvv1mCKm1ROSeghh3rRC+qouvTJ4F4RWEdzUFnjrKKG8v+dOaczlf0e2CwyUSi1xDiIiIspCmqFnrt+ieZxSQcdtfln/9eAcRfq9oZveJVSmhqlDnN8Hh3qqcxQJxSTUgbocEjIqz6XYKLfj0W39WQjuG926dQobKPIJQw6Z013CAlkUxiFWpqiqZehZuB5dOwKRL43QxGGmdThuR7AeVUZR+CSiaA/C2Vhpo7fV27KL0OPCUGxU3vtxupOhN2Y5/Zdicb5OW1vC6cW8ck5DZHN+YAcU6NrOyr9xQEd7G6QEhjj8jIiIhrlqokC2U3wUnWl4VWhKEEvAxDjKxaGP7cp1rmDbuip39lLWEU/qcAp+GdpSfVJfj02jrlVN+8aksIEilwmnfNa7iFXKmdclqmekROsxBUfU9WhfqnCZo6i6Lj3bndxs7QlGb03tMW1SqTw3a1GGnqU5HxSh0yphvgtCGllsdq3BiXAApHiXCnnKHslRU5wVsc0qAt5dzwBwniIiIhr2avkmbJVrgyCnmzgppvtwG7qnHk1je85ar+MbYevL2ya8ro5wsQ+5A5LNYxSrJ2eBy1r6EYUNFPlE+X+A6iCOS516CHtQxTr/kGFYTzV663ZwtpmiKobgTfQ5U7qgNc1P8yGM1xMIPhhOLNVhcJYVF0DeMy9UJ41SSTrNo2Wst4ZlibJVgOisI/9zNaLN+8rmnc+IiIg8aYb65OlHuKyEgiGaPmt1jqJq70y3b5L2CdLuUnt/M9rvVq+omrzgGvxKXiiroyY88Xh9RYflJVHYQJHLWMPgEWvOihHWMgD0HyjLHEaWpjkLb7N9ki2V6FKV4V6xxRyCbnDPlDGVq0a3/ZNavjX0loZ1Wpnu/QzfBSHv74Sb4C5sweuChsr77kuavZkHLudQf4h0JaOIE1oTEREBiH/3K4cepbwWKMKIgChhCD/4e6FNJAsamCaLbuQ+cplfSLX1TsHE0BxPlqliNOt2XVd1Pe5laxGakiJBAwsbKPKFdnCa4EsozUwdNAlGaFWrsUYFAxlHTpOL2QJWwjxMyzh/kXaOovjOc5m7KViP+sNjTgUMPleUoWdR6sy1hjejIu1Jp1SZo6iGdcfaUtA3lZSK8guc92tas1uRLSEERrSXM4pKzCgiIiICHIf6FOPypSbKfljkqVK1wxksFV4m8HctE1W7ss5R5FCHlNFgiLoSIfTzLqnXrV97LdlAynrrtI9rCeoVNlCkmthZdUxEd0i8jKy+zZasI9vM720JPkyp7nqmCGqZyqjrDtNl8bikaHqTHzsEkSxF/JNWNbsp32fzNK0rwr3EghO7+4+b2RaiLOiOpbyfZ4L8C4oR5YyiAWYUERERKWU27Kiggj+W6QImbQ7Dyrw6XJIF0k8d4rqMyx3MRTXDQTunkimzRjVHkes0K7p6ciM0YsRdYQNFQS5ZC06TUlnXk+714NA0WzKg2+RZAu2Gd85lmF31Ce+fkmJy1OBYTxUZWB6a8aDR2zDqhjyZ1lNEWZ8kMg80KTO7ZOJIu00LvaVUMEU59pyH7wLoKM9RNMg5ioiIiADU/gO9SVGuJQD78Cugepdr492/HIbxhxI2athJ0TtoawpV16Ur4npn8AymTMlCo4NJIvKvq8IGilyG+0TT0JT1SFgL6eYkir+ezRw7LrOoa2dsVz1n+IC1OX4SatmmpBlFRZPLyLGFaqihN0dR+HGzZHkohOYoyq7ahom/Vcl2jmvmzHD7Ba5In1u/rR3MKCIiIkrMZSqMonO583XlBkKGIfrVBAehz0wyLJeUyzV/4h/MFTEBSxF1NS71pMg68tU/IGUfjmhS2ECRL5Rep3hrksyRYiurT0OrZgypOH1wHaKlwdeNWUPlGlRFXOcocjqGpD1CGavHcMAmGbrXTE6TlUceFyEGVvIziioppCneiHpsZ43HQ/C8kPdjKyv1Ot6Gy/7LGz9705+jaJBzFBERETmrpTNfNOEAT3hLKxlFjj8Mu/TvarnkdAtAJSujugaujF7RvB5tSy1TqyTpP9V7apLolFRCiEQBvcwCRUKI5UKIuUKIl4QQM8vPXSqEWFN+7iUhxHuzWp9TGppiR7jdBl49rtEvqNu9+juIVRdPO3wtWm/67JvwcuWRDFCMPDOnJapoy5jb6n+g2oo6m3UBqd6qkjT/wpBG2roYkKgN95898J+fXeT2IREQ6CifI3nXMyIiIg+vecoc9oM/1Ujwh+FYNeFur7GM7TkXThlFtofeRYwAACAASURBVDlUpTn45fc1hWuETFskm4PN5QZQWTIlkZh0ZNyOd0gpN0We+6WU8mcZryeUFld5zhQEMhyFfh22MY2VD5Rm8ivnrBrED5BwJNSS2SSqAR5bvaplg3QTSIfHnuqHuVX2nfY2guF1az7boTryfjvrKHVAMvxcEUJg3mTWgc9TE9uSpfDQs1bZKnLVCpNZ+4ftiA7vxL+LcxQREREBcLu2S/uNX4QRAVHBJtuSGwBzgEdYkiC8MuZ1mbgN/7L3SYFgMERo+9neSCRdvza4nvi6te2LJZjYKW8+VwfqGIT78rkdetY3MIQv3jIbF9/2Euat6TaW9Xfy3Ei54I7wJ/9c2tkbKRM/KGzr+a975+Pel9ZU64i8rjthuU26rZ9MOFirKqNo1eYduPap17BzYCj0/IZtfYH61db3eGUWru/Ba5u2l9urXnflOSkjJyPddmtWWvbYwo0AgHbDyeixhRtw1Lfux6RLpuKKv71i/eA+tnAD+geHYs//9rElxuUGh0q47YWVuG76a7hu+muYtWKzufEZ2tTbr33theXu7XA55wwqUsheXLnFuF+HShLfuONlTLpkKn7/1DI8u7TLup48zKXy4Pz1lb/7B+rTwR5SpeRZPLu0C1t37KpDa8KfuaWd2+uyjjzp6RvA9CXh3yj8XbBj12Do+cGhEm58+jXcNnNVg1pnFj0GXli+GQvW9uDHDyzEqxu97ysJCSGAEZXJrJv/uSIiomKQUuKh+etTXasUgdtk1uFCfQPxPkLUzl1DuPLRV41luncO4D//PAdn/ORxa32DQyU8vGCD8lq7f3AIVz3+Kj5/80x886652N4/GCuzvrsPf565Cj9+YCG+dMvs2DaoAh3Rrpk/1UhwlMuWyHVIKKhS/vsnDy7UrmvnLu/a+nePm/cVAFxw/fOYtWJL6LloZtPtiuszv8Tm7btw84wVmL0yXEdwM/sHh3DtU68pr7GDa/r6nS9b2/utu+dhzqqt1fUojrWrpy211qNT7zjk9vI1sP9ed23fhT8+t9J5+SwDRRLAQ0KIWUKICwPPf0kI8bIQ4nohxD6qBYUQFwohZgohZnZ2dgIArpv+Gqa+vA53v7gG5/5menxloSwe7/9/+uAiRd3ev08u9ur91A3Pa8sYtwzhN/Pfb30J67v7ym3xs5s0i2smDtYZt8coY3MEBN5wyN6x5/8+cpLy2zMwWO0cH7CnV/fkg/YEABy0924AgMde8YI17/7VU3jHz6YlHnuqLyOtZfwP2Pg99dv9mRtnVoIb//vEMqzt7tOWfXHlFnzmxpn4wdRXQs+v3rIDP3tosXY5AJizeiu+cedcXPbXBbjsrwvwrbvmxcr4b+eEPUcb6wraZ8xIa5mrDCfY790333ldLpcB+yvas3LzDmzqrZ5Uo4ftDYHO9eVTX8F//nlOrI6sxtomzAzVlusbGMIVf6t+ueky8Wr1+6eWJSq/a7CEj147AxdcHz8fRdm2v3vnQKJ1t6Kv/OlF/Mt1z6FzWzXYumyTF2T55t1zQ2UfWrABl/5lAb59d/yz3QwbesLnsg//z7N475VP4eppS/HOXzxReV4AaPeHnnGOIiIicnT/3PW48OZZia9V8k7346bq+b7ID4X9DoGi659+DU+U+486P39oEe6YtRorN++w1ve7aUvxuZtm4tFynyvox39bhJ8+uAgPzt+APz2/Etcq3qszfvo4vnbHy7h62lL89eV1uPi2l0KvB7NUdMkJ2/u97d7WN1Dpx0b7Sz4BgQl7eX2dp5ZswnPL1D8Q3zF7VWX7bJ5Y3IkPXf1MoM3x9+rrd4QDOKp3+YO/eyZcRspK38GPh77tp9MCr6vb8/Srm5Rlxo31+qSbevvx/queVrZlwdoeAMBNz64IV5pqSFt9fP3P3r50OT5Vsuw2vVVKeTKA9wD4ohDiDABXAzgSwBsArAPwc9WCUsprpJRTpJRTxo0bBwBYsmGb00qNc/oE/vYP9OiJwvWNUn3oor9U29LzghNvx9oa+HBP2n+MsQwAHLbfGHz2rYcryx1U3lYhBPYdM7IyXAEADtlndwDArReeBgB446R9IUS1AxJqr27l/lNwGDMaqUdX5rNvPRxHHbCHsUxQMPgVtbXccV7eFf5QuPx60F+u97oLpuDdkydgwDDE48GLzsCZxx2gbe/Zk8fj5UvPwhH7j7EG/wCge0e6Dr9LptpxE8bijGPG4dpPTgFQPQEGdbQJfOxNh2rrW7s13KE17ZtaZTUqKPrr2ZiRWY+29azdujNRef8XnYXr3c5zJpm9DwX+oXHJBi8o5GdTCghs6/POz36GpC8YTMqD/RzODY1KUSYiotbTWR5ZkPRapSichvpESo3ssHeBo6NQVF5ebR71ErRmi7f/VSMIVnRtjzyOd+x3Rfo+izV9ZdNoD/8H0wP2HI2+8siLaBAheA3+dwfvVfl7S6CfIiWw35iRWP6jc7BV0385e/J4HHXAHlj+o3OUrysbrCviUibyOPhDanW+4fBP2l3b41lH13ziFIx3SAboVWR9BT35tXfg38882lgmyU230vCP4WjMwlVmgSIp5ZryvxsB3A3gVCnlBinlkJSyBOBaAKc615fgdZc7gGnrkdUDyzbHUK2v259042/v7qPUnd5gYKi9TSg73cHA0OiOdvNd2Iz7116mWo+6kBDAbiPbq3fbsleVmVgku/xwzKiO0H4MF/EKtbcbhgmW69lz9AinLyOdNCcQ3RKjO9oweoTXFtU+FkJgRFv46yX8erh8EeIKseO6Tuup94mezFTj410mYyyKaFC+EB8+IiKiOqr+QJ88haMZ0xRGM16Cspjfx2U0iNNE1Za7efvrsl36SonKTThM9dhkcme0jK4J3dpS7SdWl4vMY6Q6BupwTNZaZSaBIiHEGCHEWP9vAGcBmCeEODBQ7B8BOOf6uw6j1c/Znn6HqyfFtgcFrJNQG8pUhq+5NjJQ1jRxsoi8Xg1qVUsJUZ0FP1yRPchmeqwso5vHyL66SD314dfbVo44m9Zja27ornEp25N1J9cUOPXSNkXguMp45U1QyulG5LRZhVWddLD6nOqGB0Vm+q4jIiIabvz+TfSSSvW9X78fCpOXdbkJjhPtCJZggCK6nmpbkl5VxLc1OAFMek5TnLjM8+uYmZTVZaF+6GN5XVBfnwKBa9RsmmKV9goyq3EY4wHcXX4TOwDcIqV8QAhxsxDiDfAO5eUAPu9aoa2DF854cUh50d0CENJ6565qDeHX4+EX1SNNACXFKSuWPhgY6hZsenA72oQ6oyhajy3zQlVFcN+Z+EVcA3pOM8wbyiT5KET3XWWSt8oHW3Uyd6g3NKFc+tNAvW5VrwvqJTmBKgOqGbU3u5O4+XERxTK7WmCbahUIbypeKz7TXTKJiIjIrF7XSsnq1U9RkqZ50b6y6gZN8f6cbRyMY9ZRoOI2S9aQUcI+lUt7kqxG1c8z9duSBPRcgnF5/y0zk0CRlHIZgBMVz38ifaVuxcxpcfEPTKqmOI5hsK5CGLKfnCuJD/cqSYm2YIZQeJWhE4lqrgsBdWDONiQvXFaoI+TRx7r3NSe3Zffb1+YQMNFFiaOvm8rYZB0wMQbAELldZrQt2TTFSVZf6I26BXra98llOW8bcv5N0mRtis9ilm99Pb/IXdtpmpySiIhouEr6A26zVK5VMqrP1KXS9TjDE17Xtn5rIoBzPQ5JB5bXbckL1a68Pj87s76Hw3NF+ZG3TvcAqp01o8jhblq21wCE5igyUX2g/CbGgi9OGTEOK7Usoz3hiGCZeLZQrLiwZ/VoM1AsdXvNcTsTZT30zCkzKfK4etzph56Fn7OfbGo5D2c52CR4alRtV0lKL03SeZ35z96IHwIFOTMnkIeLn2ZT3Uig8knO20EZk/w8VZQLDCIionqpBgbq0+9yuR5ONfQsoy9xzTSrxjKVtpjqdSnkOHLCFgRy6885FIJtm8IjRtLXo/5bXY9+2ppKmTpfpNZ6rBU2UOQLjv+LySArKbou1QqCoQVVXcFxiNZ5jhKkFPkHV3RfRWsIZRSpOvdCaFLvwutRtllUy6qDSeGsLm30O7SQplB03bq6avjQ+dWqMhRi60mUTpjugxrOSnL8TCjHZtuz4qQMp49GV5f/Dndco+YoShrQq3dwZ7jNZlO9VFQFL/O9L1zm4/OD8kX8DBIREdWDfo4YhxEOdWiPTeWmPZof35OKDz3z1xMceqYpYxjl4jPPa5ps5Il5PbUXShJM0vbFMzoqbP1hb10NlvJNynGgyPy66wzoSdLidHHp6i/TbqlqTtFRhzK2ZXRDn4LDh9ra7CtrMwRwqutOf0gbhweGAkmi5nUlFc+c8iPOoqb3O3RcOX44VfVk1S+MzsWk+vxUMopc26uoox5zFNUS62EmxjBRPl6C3xtFea+df+0JDQstyMYRERHVmVOfMAcXBdUfoesXkABgnOqkUgSmRAvXH6bD/3qLBpITanhfVDdisjfItB7XSmz9Vvc6vSGA7g3KwSEak9tAkfvFc22/GHursUSTyi9ZP3S6A0IGX9cEHxKlxInQv6bMDwFhn6NIiNRzFNnu7BUOxOkn1jZ+mJTq82kKzVEEc4fMNr43tG/SNjfDFILg8aebT0rU2BnNKnsjq5NlwzKKmpnpkcMvlkbzg+PByehdsuhc1fPtdb3DJ5C/oZ1ERETNlmb4UlaXh0m+l6sjQeKvpUogiGWp2IMPSa7tXQMmMPR3bPsnmNRhKmTrX9gTHsrtiVSTdG5Lp4m1HebsVbWlHmo9zHMcKLK8HvhbP5xLZtJxVQVXousBAhlJNQ6dcl2oOkdR+PngNrtkC7Upho1leUJN+g7Ubf+p6ok89k/exnRLp7HQwUypNC3z2xGsM309sROkJi0yGLCLByDDG1KI+ESKbL+8KWKbG61yZAZ3VnZxorqyXtxEvl+85+rWHCIiokIp2nei8of1FBuhTSiq/J8+s958Myg3lcQFfdqMYz2KJQ1JELpVmYfK+ddSDtlWNV44KocANqs/UuO1cG4DRe5zFJk33f5mS7csHhE/tCqTWVcbo5kfxn/ZMKlVgjcymuoXjUzHs4UUdYTWpCkjzCcAP7AQLBsvE1qNfqxsYN8083xfHXoGr721pLNmkcnglGHmWJfl0yKl293ejOuoQ6+8lmE2SbI1ahHuxBfsiqWsyMOZTOeOvM/r4z73mHk7iYiISK2WzJqs1Hsy6+Am6UewVNuia4bU9ElD17rByazVTaisxySrLB6XdXmFnKrSk8o/tesyTvRdY1MaIceBIksBhyMrWCSLzoJtIurK43oNi4o89odbmE443onA3B4vM8lcRjkxF9x+5XadXDpJ9peptbpaXIIGlYwiYR4qZ1uX4dydSFYnEZdJ1EqRDLxmxjuy6tw36kIgbXvTZDxGl2DQoLofwxP3h1/LK2v2LN9gIiIiLbe7HDf/y7Qt41+uYpNZl/8Vhs5ZMLOmlj0SnPs0zY13glz6ifaEogT92GB7Eb9udKWdX0n5nDpRIu9yGyiyxonK/9rnibHUI4Nz8Zijrza6jA11kMXecdevJyyeUSRCZcPjL+NrEgIolUztS/8BDg3B8iqOrEe1jHV1qT5g6lnoY88AsKUvuq3Pdlw51RGaM6hGgci2LvDXFsxXjS8eLl/Hidiym6OoPvWaNHLoJHlUqb2h7MAa1fPtSpY9a/9xgIiIaDhx+UaMz53T+B+R/DVmNX+mrhbTKI3gKBh9RpF//RTeR7HHgfWp2lRLtlDSeoLtqb2MoQ/o1hSHemRDpvSoxkvSHe/5DRRl8CFKW4MymGKoPzoRdS0TNpveyGi9bZqzgIiUUd4yWjiUCa5b054sbgHvt0d3K8e0ovvL5cTsBxba2uwdTOPrsQBFum1K87FWtSv6K4N2wrsWu7NSozrUmQb0EspbcK6ZVBcW+c4ncsgoCvyd92F0REREzabO6Ig+tl/0ZP2da+snJmWaT1b/A3719Vqu812vTbKaQqPWIWzVuZnCaR22ZIpUHH9IL8IlXW4DRbZOfWiiKMOursyzo8sW0qTOqetStyE4v5C6k55t5kV07qDovgrPURTPForVB3PmhXbIHapDldzmeVLUEc04cmS7G5lyGZfMrsp7KcrZWOY3ynxydN83LlxPYKYpk2yZX7pjuPJicBlVPXUIk9Q0iXcsgy0f0ZB8tKJ1VDPl0qcQG+vPsK4o+3ddPDOKxw8REZGnpvlEa6w3icq1Skbr0m1TeChYbKlKW7QZRX49lvX72xMcUpd0O9yyjtzKZDavq6FQKLBkq8Yw6qlRP87Wev2a20CRc5qZ0E8Q7Z6qZt6NwfGcytfdVgPDqB6nWeij2jQnnOAHNpotpPqVXXeySBrg0A1nMj2urMtSj8u6rMs4vFN+mTank417amLa80Fmv2YYAoHBx7Wc7OullmY040TsNFY+wbCovLwPeebvRtWuSptu2yhJvj/yvSVERESN5zL/S70upZJcY2SeURR7HPjxXTOPbTijyMx4ZzRtkCnFD3aWRAKviH0/u96xWp8AkZAl0GbTiMtT16CfTm4DRa6/strYdoxzhoEhKlgpogncZHXCin1oHDKKvNfN9aomvI4HEtRZUUkyiVQf4FCtGX9gnL44Is+FJrMWuqh/smOvls1KNdmxZuhZMKga3YJSIHDhuka3OZ+aKzbRX87al4W8ZEk1U+WYD6UQl19reGuSsZ1PlK/yLSciIvJosmZCz6T43sx86Jnixhu+6LWcy6p117jGEQR+/SmCQOF6XPtCtmQMh3Ul+AHWth7t6KAA88wiLm2p1uNvf3yEQ2PUOpwut4GiJBNXmYZGVcoZMnms4x4D69LV4a/DPAzOlJXkZy3ZVQIQmomJg3W0RbKFqieIaNaRaj3+sD2HNmmCKq5z9SQdVpEuRdOlTDUl03bXM9MvA7bAm7MMh5sE303dXdDahP7XkWbdPaqWIXcN608nPX7r1hBPzpNoMudnwoXvepZdpKieWUnu4+rznx1FRETUKLqvT/X3avN/OEwSnKmlL2TqUwWn2LDthOh1f7T56rueBf9OH0yKLpl2ipNofTUHyBIcN7ZRT9HtzuONSgobKAq+bOzAJriuNg5fQPwi3e+IRIM8Tu9zmrGyijZ5VUUjRSL0p8s8O/FbLDpETOH4wTWlAkpFOZfIcYqutstk1i5ZCMo2K1T2jWPnznUSde16HOrWla1mFLkPPWvUCa2WtehuHVpPOTzPtzxVdmVR3gfnu5612ETzREREWYgFQ1RlcvC12Vbp5mTTGN2PvoD+x+xgf0AbaHNaeXxdKln8vpXlD7C6O5SHyrj22zRrVY7CUZVt5NCzlOvKXaCos7cf9760Bss2bdeWKZUk5qzaCiC+4X0DQwCA/sEhPLZwI7b1DcaWf25ZF7p3DAAoBzsc2xYt98LyLZi/thsL122rPDdQKmHBuh507xyoPFfNSKpGFv82bz1ufnY5pi3aiFJJWucoklLiicWdoTL+r+i7hkro7a9uZ7AKIYD1PX2BetTbMm9NN+5+cXW4XCBSvHD9Njy3rAsPL9iATb39mLNqK3YNliqFBAS27NiFrt7+cLsjbQl+djb19qNvcKj8mj7qqtPTNxDaz74t5fd25y6v7r6BIWzq7cfGbf2xslEDQ97M323l9qg+2P2DXhldc3fuGsLyrh3WIX8ulnZWPwdzVm3FkKLSHsU+iFrX3ef2C0Ng6Fk8pTX8uKdvsPJ509Wrs2PXIF5atRXTFm3Etj5z+3/z6BKs2rzDseawDd199kJl3TsGsHjDNntBhfCtQc174dWNvdhUPhZ37BoyllWJ1t7Vu8u6jG0fA8DOgeRtyYvqMat/rV5Wbd6BZ5ZuwuCQ+q4BqzbvwI5d8e8hX9d28/sXyoxN10QioorN23cZz0nUemzXZkMliXXdO41lFq7vwYxlXZi7urumtuzYNYjNlu89V/534vKucJ9RFYdZsrE3k3X2OFxP6fQPeNcJ2xXXfgORawiX73ttRlEgHDJtcWe5v1ZeJlB/cPng+9/r950jjbjxmeV4blkXpi/ZhLteXFPpewbnN71u+muYtmgjtu7YhWeXdSn7LQDw4Pz1eGbpJqzt3qns//315bWYu7objy/aCCnV2/rIgg2V/eZl6MT575cuOHfbC6uw3BBz8K0v9yd0n6WN2+L9DfMQwHhN01/dhO6dA1iz1fxZtNneP4h5a7qxZfsurOhK13/y5S5QtL67D/9+60vY1Kvv1D+6cCPueWktAGBkRxvGjGqvvPabx5YAAE79waOhnfOGQ/au/H3+NTPwrbvnujdKE8T5r3vm4Zwrp+MH978CABgzqgNSAk8u7sSJ339IWdWoDm+XP7O0C/9173x86oYX8PiijdpV+wfLD6a+gmmLvEDRyHIdfl0PzFuPj14zo7LMGUfvX/m7Z+cg5q/tMW5eb98glnZux8W3zak898LyzZW//f14/jUz8LmbZmLK5Y/g/Vc9je6dAxgzsr287e14ceVWfPlPL8bq1wWAplz+CD527YzY89GPjh/UC5WRwOsvfUi5n79SbsPslV4w8V9+/xymXP4IPnfTTGU9QWu3eh/09jYRC2z5/MBbdU6qcKHXffcBAMBf5qzVbtPGnvgJZcyojthzwc/BP/3Ps3h4wfpYGX87dTq39aN/sISenQPVE1akQQvWecdI30AJq7d47/evH10SKtOjCLp+5sYXjOvWOf67D+IDVz2NT93wAk64VP1Z8c1euRV//5PHrXXuPrI99txXb58Temz6FefE/34IZ/3ySTz96ibruqKCx/g1TyzTlrtr9mq88xdP4B9+/kTlueBxomILPJ37m+nW9tn2MQBMX2Lf7oP2Gm0t0wwDQ94+ei3wZX/8gXsCAE6YuFfd1rtq8w78/U8ex8eufQ4X3faSsszf/+RxXHSr+jUAWL0l+QVBHn4ZJaJiOvmyh/HeXz/V7GZQA/k/qup+EPr5Q4vw5ise0waLlm/ajnf/6in88zUzcN5vp+P+uetSt+WsXz6Jky97OPXyKt++e17oseq66d/+OBtbAgGqfXYfYa13D8V1+esdrqd0fj/9NQDA1dOWxl5z+dEv6pgJY0OPg9e4fl/xycWdeM+vn4wvLICjx+9RefjmKx6r/P3LRxYr1zf91U04/5oZ+JfrngMAbC33z04/qtrv/OmDi/CpG17AG/77YfQNlLR90M/fPAsfu/Y5SKn+MfPi2+bgvN9Ox6dv8PoZD8yP938+e9NMvOsX1etp/2L8deXrP6D6fgUza4IZQ88v34y3/2xa+ZH+4uq0Kx7VvgZ4cQefa0ab34q9y8fiTc+uwInffwin/+gxPKjYXleTv/cgzv3NdJwU+JwNDqW7cMxdoMh3y2ffhN9/cgr2GNWBUyftG3rNP6B+/8kp2H1kBybuszvu/MKbAVSjoNFMkw+ePBH3fel03PLZN+HIcWOwrRwF9eYossdtvYwXgds//2Z89q2H4/vvm1x57Y2T9sF9Xzodx00Yiw+edHBsWRlI4xk7On5i6u0fjP1m/LWzj/W2o/whfLAcIDjh4L2w+0jvxPXO48cD8DI/5q7xIvxHjBuDi991TKW2KZP2QXtbPNshuMkfPfXQWJtKgcjsWwMngKCf/NPrK+v6zUdPxhsO2TuU2RTa9vKWRQ/TeWt6Qq97y4TL+F9s7zh2HD566iHKtpjMXLEl9PicEw7EfwT2UdDY0R2hf1X23s17D/1gko2qyKbAF8Jl7/eOpT13s39p9fbrsz7++Y2HKNfn/3L4juMO0Aa3/OyrUyftiw3lbJdo4OCkQ71g60emTMQFbz4MgBfwDPLfu5cvPQvHTRiL4yJfYlnad8xItAng42/yjt/xe46KlRECOOqAPXDdBVOc631lnTmwahPdJ0GzIsciAMxYpi+vklWQ4LwTDwo9djn+/HNO3hw+bgwAoCNwrvuH1x0AAHjX6+rX5nWBjLW/vqy/cH5owQbta8eMH4v9xozEkh+8R/l6aKgrU4qIKAPLa/yVmYpltxHeD2l7ab7nn1zi/RC9aZs6WLE+8uPmnNXmHyhN0vw4ouNyOXTYfrtX/g4GyvYfG79mjDpmvP0aNquv5b0cAldR577+wNDjyvWCAHYb2Y7vnPM6AOHRCcFrirccuT9ONPyY5nrN8VVNn8rVdkPfxveqJiNMdS6754tvwYVnHBF6LtHcQobX/H7tH/71TfZ6hGEfBtrzp8+dFnt53praMveiTjtiX3shhdwGit5y1P545/HjcfT4PTBqRLiZfhZb8AN8ymH7Yp/dRxiH+7x+4t54y1H7Y8/dRqjng3H4QJx6+L74zrnHVzqnALD/HqPw+ol7QwiBw/YbY63Dj/L6VHNUHFvetsGSl1JX/icU/R3R7k/gWl3u4286LBT4Gjd2VChQpDLBkiWg60CedMjelSyYcWNHYd8xI5Xb4jy0T/MG+EGNsyZPwDuO/f/sfXecFtX1/jPvVlh6RwGXLiIqxYLdaGxojMbEWKIxJqYY080XS6yJIT9TNSYmJrHE2GMNlqixKyIKiiiCwCKg9L7L1nd+f8w7M/fO3HKmve+8u/P4+ci+M3fOPbefe+455w4iUpPjoqPGoKrQBjJrDaNgMCjrTnUC6xUVVJYsX5lej+qKXOTI/zM8C4b7jfVvj5pKbVt4+6YI3zt6LCpy8nTVlTn0qq3CHv27J2r50K2qAqdOHsYpRkWYPLwP6gfox6WNMAGDqV8ITxl03/gSxFOpmmlBiLTqKSoEbWabQscRADrpeFyTR/TllFwiyIJFZsiQIUOGDBR0xQsR9hnmepSwS2ecN3slAUrOsta0n4sUXW5cXSvV9NFiYwAVfS9EMlgQUD6nyKx2kprKCpxbOND25yWPURREtupeI98HUi7XMeGWW+QRETeqKsKpfFKrKLLhvbULkAfmtW7v0rcyS5OP/1CwtvDmJ6DJyZochAAAIABJREFU+mPyf/vz88UF8pXHXyZbkeH1WRXlq+rYOU+0MjcWjZh/FrqB611wcgJXLdOTnhShX3YzGpNn1I0SQcErdT2TxfeR5kWZP4lzrCorp/9KvlFtNMXlVDSmlD//eCoWZKaeOcWikAwf5bmLT+NtC1SobiBMO0zTJN1oxsYcyJAhQ4YMGbo6KBt+g3tehkKCArrSCMUKSTiVKCiG/lElI4na1b+3pbe9Kl4wt0/UyGQ6ua0cZLrUK4oMiILqFt556te6vSsgTdNPh3L7FPeNIXlOhIjnqoLGyY69YfMrUkSpbs0R1Z8vTch+6v/OEAeTJdJ3XM88z2UTflioFSZerZ4frLtinJNjXAoGZXA7yYaadUnUBV7TBR7nFuWElSYsv6Jy5wubcCjSxMVHWATlKa4yhKGTVhHLrn7qDWJBkXS51WbOgmeJcZIhQ4YMGTKUB6KshZRvi6lX8l1gHeIb51uVUsVDXyWnUy3Qoio8SCFgFO9EegH/3t6lI1UEaXgwTTeRkh/ht15dRukO1oMg9YoioUURTOcdC5XFCp8u2OAXBqCSWOSoOrvUtYrRUNopKgsmYnbwKTtqvMySSQbLyorJS5hGwq9WU+qn4x8IfHqVq5fegomhG2F5UPqMsmkKOXlhwgw0pMUKfVObRghFsVUacDcfidWRYAKVWR0peWXbO+F5z7XCUy+IdnwxKqKyHXTCD3rCRTJHTu+akwjs9s07fcJ9V+4niJwSt4u1a4YMGTJkKD18h+Up3th6EeWwsNykB1oIC+tfRy5OQSFJjheERGy/9O6RRd4VFDoiGhYdgoUTI7eJqtl+JyIV9wgLKz+mXlEEw39KnHc6uS8paVNgGIZD0xTQEX+jZJGUTgYRy5WF+ENtdowigcuY/WdeYUZlCOrPlyZkd/Qr6vRKNQrU7mviNEHAX2UuS6PJJ2CVkfgN6Nolz8ujrCv8S1WQ6dhRWR35aCS8AHHWS4LMbLce53dCKyLfp+LNI5TlD6kvdR6IrBHLRYw1BVatIuj6eoYMGTJkyJAEym3FKTd+gXA8+w59nfhDKPzrFy5ElxrJQJajIgpcUZQ3gEQJE4ZO0H1YgD1VmLzSgNQriiwrFB6uoo5vAZH1EZUmoNb6qcBa5AgHpccSw7uR5OK6FJioLlgUtbXnnVQsjzw9Ni+PpYqgTkQueyLo0gWOEaVSthlyaxf3c9otYxRItcUEixiVIkuYF8WkMoZyBSEhUyap6AUdF4lbFNn5qNKYBSupZFkhI46FoVwWl2Ii6ZOx5BWeFv+iMZO1d4YMGTJkyBAOMvmPdOBSxAU4zAGQNKYrQUEh2kOGRVR5n/R5QKMO796L93DReMyQPDSCQbR3TMveRIXUK4q8wZgB1vWMf06xnvHSNE3T32EkLjcy8G5o2ux9YH0ebdgWRe0FayHbaKiCy8vQ8udaxjgF9qch+6DyEFkUeY2bfEoxVV0SBqZLNzxUbilcHB7Ibz1TaevDgmR0RKg/mWJVlZdbD3JrK5mCVklXmjIe6CygTPD9lOqaGoWPoAgaV4dmNRkPHf83gT8pClJkQR0YOgs0kbl0OZYzQ4YMGTKUJ8phQ8uC29AHlAE5OjGlIeVVpINEr0yhkgWL5e4ePUaRaG/rSRPAkkqaD4K1kwF12ZKIdyvnJaT3UMx8xA6R8ifv39MC8MfjCULTfg7IrCtUDS3+24a3c3qzZpUr9ueVOf7WM1Ewa8f1TNFrRcokv8JH/K3fgkingTWUgcCV7krM39JJi7U6ijCjWgNX/M6naZe6MwUbcLrNYKwKJ19WjPJL0gfZhUPum+v2Y7UrpsH9mzRUvNjBrJOehJMkX663qBUTyvFaXFb4vAnzFOt6pp4j47OozJAhQ4YMGTJERxpdwVWxb7wHw3GwH1U0oXyvtJIS0PHFKGL3dwEME0Q0bH7k1moKJoW00ivcpV5RJFT+OEoTf8VSLYrsVCYEWseAo0YVPIsCs/Afiyrbosi+9SzvbvadfG0lkIo3jzJJqAQL2T9zHg2TAYECIojmlTRT0OlFyUerDFFYJfnSEvmiQG1QpFHkEdPoEFSrnxQofc00g4/JqO0V+MQqgROuMHTSJ+rQIVLyp3jd9cEV6vxMi5XVSXOUIUOGDBkyiFFW6yvzd9CDt2LGe4zjUDCIBRTFEpt64BtV0RE1RpGIjix11NhMwfa1aq6VrMQ9yMLu9ePlIn6oLIp8ljE5kEaJl6au7nSDV+duputUoljUVRW8RZEbpZ5PZwWQVlkUFXhQ5B9GuQWIXdGE+Sg2QSp6NiiuU2Gh2iwbkny4Z8Sqo7lC06wPtGlI7n4SkyIFP1TtdxAlWlQYhf9k8M4dibETYULXsZQmpUBarZvsOSyoG1/SiFPIVFn7ZciQIUOGDDKka2VMB+KSyxX3CQVCHBeXOLcBq2QFyR5aBKpoWwzJJGhgaJlFkYqWVh5nYworwpOIZGVlfGJNvqVEGSiK/MGY7YHgi5EDg7RRYGlSlRBU6xKV0kX6yjR9iiD31rOCRZGkzLoA3t5roy03B6KGWNN1xTGKvAOBByXwmsLzjHExUbKmgbxc3jg8MiuVIIOaasEUFbqJj7WS8rueCdzTJHSU649X05Yg/JOuMBFyhlqZVGokbYEkJxQTnRRA1q9LDdLpHhMnT9RLxTRSVtAMGTJkyJAhjSDsL6IgrgPRUIoiiSxA23fE53oWHQRrIQoVhUmRW1fhTYpMkyrXuWSk+y7TzUfUXmnZtaRfUQT/IHSviufT5gxaA7I0TbAdS9wsukHEKkxIQWQ9v4UWRYUYRe1OjCI7Lz6dAfUpOmUDFdqiyFf/YqVVUNNFldVCHH6cKqUUH4dH0h/AxygKMmlETqOqGw1DbIwTGRVWGSfPh25KmfT6YzAMixZrO0ZREH7C9LEkJ3S/wi4moaRTKRvUit3Ug6h8LSdz/wwZMmTIkA5oPSfKYZ2MASb3N8GKPzlWfIjDItpLQXz4JLdsCYuoskkQxZYIojJ498usQUYQDxZ/GnefqKs6VV6A+64Yh9lhc0i9okik/HEtJLwWLQbJBFCnUAo6VnUWRa4OU6aIYiyKCmkqvTGKVBZFKt48GygTpo8L2djTDVyfGxwEE51nkyNXUOiHCd/e0SY2qjJAagHl+VeZV0yacosfQhrFN/I+SHhGcY1j/k562pO5Y3JpYI33NG+w06KwiUuZWQq4CnHX7DoNVmQkd1Lmb7XlKqOcTmk7ZMiQIUOGDKVGXGtk2uWiKO5qcUpIUeUt2l5KDqGRgkSgimvfpoKoWcpVbEu9oshS/ni0n6w2j0tLE8xZmpbZv/s9EHzjxgeY1qeXWUixcGIU5b0xivzaGfWtZ4U8FWUKH6PIr6gTD9ZgdFVBig1JmiDg2FHkJXgdOu9inFyoLKCs98wzSbl1ShcnDXFDm/TMqOtblkURu8FOhiF6kUUaOTVtH89FFIDKBc68UFIu/CDxY2oEl8yiKEOGDBkyJIiga0talqLgrvvxSwlxxUYMQ0d7nitoKK+8rw5fQuOjOBZFwdKo4gfr9ksyUF3PnHxgaGK6GoV/AxAtMlKvKMoZ8k2tP0YRbdIQ0VRBl5TlQnVrjSqGDLcJB6MoavdaFPHf5jSmbzY9WxllxSiS8x8EPjc4gaLOG6xLGn+IYPVhIJ7BpItCr+PH9PIRpIMoeKKA0m2VMZ4kikPO6k02gRJOIagBr+OAy7MijaC/61DsCTuoaEBJnwZrmmJCJfCkTXkkgiMsCNrNUfRyzzJkyJAhQwYauvKaEcSS3pcmZl6UecWSmb3flMuAOi+XUoB2o1kwfr00pQYXwrzEz7k9rSFXLIm9NMRGLxavySPsniz1iiLA705mK028Rc4JrI90NE0BoSAmbH7Kevg1wP4MK3JWPJn2vB2jyFYUeZVj6jLb6VVa9LCdx/udzKUvKHVf/QioRplP+Q2XxFrNdl0RDnaXSpzKEFLXJcSjUn2is8ii+gmrJvXibmjV7jhW4HEmTWJchO8HuhOupHgOZxmXTghvPUuBDBSnIGr5uqegUBkyZMiQoVNBt1YlffAXFpQNPf88fsR261mYbxQHw9a/euMF5f6wSDJHbBZFDL/e9KJDtzBgq0s/bohGB+kcXgDKQFGUE1qp2O+8rk9BLIr8CeNwX1DFKJLBNMX8VOVyaHNiFNn0vfnRyswqxvwuY+JvdAuDP7C2yE2Qp6cOxmwrtWT86NNQETT+UtD3Xmgnk2DklDT8yq/Ce9WERYmlErDSk573KKcDJszAMYrC8E2lH8eJUWdyGYsLcczdpQLr/qwyE9c9y5AhQ4YMGTLwkIVdCBK4OGoaCmIJZh3icEr1SbH0gzQlkBxBwp4oA0xr6o8S89UiQzNwKKZ+KLT3UKxcJACR8sexKPIpTWgWRRxNU1B5HhJBxm6YQSXjuarCcG49k2WgC+DtKK4oaQLCO0hyuWCDlZqOVzYRmSPmo4yHJLGQCrodpbIcVxwjeX+VW9aYwlTiNKwLmz+N3LQyCfCxgfx55c2AboJxIGAeFEVyEkhLEO04kK5rXl3EWceqcZchQ4YMGTKERdpd9GXgFT+m8HnZIJSVt/gjZbxRU58mjaDcesbHKBK7npHykubj/l8FiicHVelUaqRfUcRYqbS259Hc1uHE7RGhPW+ipb1DS7OtI49drR1o68j7gkmJBh61Cdl0re2aQNQFtLTn0VxIyyaprMihrSOPNkZZVOHr+Kbjnibkp5A8b5pobc+jrT3vK4ysbNoy+xIY2NUqr3sDVsylDoFmi62bDkl5eAWPn0ZbRx6NLe0qjgt8yIckpwyR5GN6lIsk5Y2eqcigKW/sDbXc6kgGSpp83q2cuBchr9JU5oLKwrLWUAeTa23PYyeh36jAUs+b4j4uw67WDjS10vMvpYIn7cJXq2DuT1pZqQL1dM/unqJeKiLRWZR8pmlac0aGDBlihU4OztC1UIxtaKnn85b2vHh/wfzd1uGmEXHa5j2cJyAuESOMRZF9M7bDiyJtc1tHQR6yZWf/AVtjSzua29y5o1jqi6i3Q7e05X1p2L93trSjqbA/lXlX7GrtQEu7uv07Oky0512llLfJmts60Nqed/b/huaETxXMOq4g6VFRWWoGdGjP57F0/U5sa2rDAdc/6zRizrDi+LCorszhf4vXY/wVT2lpLt/YiAlXWun2HNITANCrtsqiU+HVn6kbq4pJz/497ooncfi4gbjypL249OMH98TitTuc3799Zonzd2WOpWVgV1sHxl7+pPNscK8ajlZjawfufH2l83tgT/69XUMn3fQK1mzdBQDoXl3B818p1hdWFup3UIHmhKE98d6a7b73NqorDOxoaUf9zNl48FvTMa2+H1dzlRUG7pu3CvfNW4VrT5noy8/W/v76v0tw4qShGDWwB+pnzsYhY/r7yuNtkabWdhw863/Y2tTGPa+fOduXDzsgJ1/3jKjoas21qd7YifIzTeC6/7yPv7+yQphmR3M7bnu1AVed7K8Xb9423lm1Fafc/Ko/DfP3tqY2zLjxFYcPb7EWfbLNeQ8UlGg6tztPqZ96by2O33sIVm1uwh1MX7R5eeb9dfjGnfPw6szPYPc+3fDM++t8NNfvaMagnrXO74/W7/SlGVMYBw9952BsaWzF5sZWrN3W7OYlctGB2upoe3Mb9rn6v9yzzY18H7LB9qWGWTOEaQBg3sotGH3ZE8I0rQIh5L/vr8NeVz4tpeeFqG688M6NXjS1tuPpRXw7PPbOJ7jxzMnK7+6Z+zHumfsxfvWFSThj/xEArHq54NCR+JlnnksC+17zX2zbZbXP944eix99dhwAa64EgO3NrsItiKKyfuZs/OnsKThx0lDumQ1dfVLw4/vfwW++tK/vOat4FgkpUwpzVC5XnDOn5rYO7Pkza21U9XMVPlq/A8f89iXn9zcOG4nLZ/j7xxl/nYO5Kzbj3gsPwkGj+vved3ac+IeXAQBPfP+wEnNSvqifORvnH1KvXTu7EmzZ4IfHjMP3jxlbanYyCHDD04tx8/PLQs+xQfHLJxcr39ub6JP/+Ar26N8dL15ylDL9zc8vwyXH7ck9++ptb+LFJRsAAAeN6od7L5zu+04kk4fFuCue5H7b69bTPzgcP37gHef54F6ubHlCYc4FgP87nucfgLPfuuio0bjkuD2lSqD6mbNxzITB+Nt501Dr2VMBwEHXP4c5lx1NLwyAhk1N3O+H5q/BsRMH4/i9h0q+sPaPja3tuPSECdxzW1roWetu8+36sWHLTcP6dnOeTbyKLoty+RVBOBHJzzbsvdy7a7Y5z1iLor2ZchmGIfSksXUCqrz2vZbfL7B1B/jrGADmr9wCANj/F88CABZfdzxaO/L455yVvrQsbvrfR/jG4aMc3QQVz33g32MBQL+66kB0bKTOoqh7dQVuOWeq87s9b2JAj2psbmrlhOg/nT2FU8oAwNWfm4iJu/Xinl0xgx88AHD4uIHc7+s+vzcA4IJDRwIATpjkH5SiQXDjmZNx8r674cLDRznPjp04GGcdOML5/dKSDXC1txb+9fUD8a+vH4gffXYcLv7MGFx24p647MQ9Meu0SRg7qAeTp4FGxkLnqPEDcfrUYX5GCqiqMLiNDgAcMX4QADhKIgD441n8ZvDAkf3wo8+OwzcOG+lsvADgJ8eNBwB8adpw/OnsKXjgmwdj79174bN7DcbNZ01BXQ2vZ/z6YW49/JdRBtgT1q+/6G6SbnzuI+5bA5aiz8YHn7qKtFc/2uTSkUxG23e1Y2tTG07Ye4g4gQe6+Eu2ElimIgy8ZTMhVRJR8I+vTrPIMKvWs8xkMGZQD4gqZ9UWd+ExBCleWrLR901tlX/RA+TuaQ/MWwUAWLaBV2AYnvcLV1sT+Oot/GII+JUfIwd0BwBM3aOvL+0z76/DXYUJdvGn2xlLQAHPJpS33G1pbHX+HtHPynN8QXEcBNRFUlS3M0/wCyuTdu+NAT0Kk7qnYPY4ue38/VEnEFAAYPfC4mUvYn278wvNpp1uuU/edzcpv/vX9+XytHHbqw3c7yh9OwhsJREA3PjcUufvHjV8+cIILfe9uUr6brc+tdJ3VPz77dWRvj9mwmDn7yQPmnY0R7OuA4DXlm3ift/6srh/zF2xGQDw5MJPI+dZjnj/0+14/9Pt+oQZlPDOR10dnxTkvZeXbigxJxlkuPn5ZaVmgcNmRhZauckvo1FgK4kAYM7yzZF50qFVYv3x+rKNzhp5+/n748sHDBemW7rO2mecOMm/b7Dbxz5c/MOX9/OlsWXwA0f2871bu73Z9ywMVHKJjb+8uNz52ysbTNytF86UlH9MYb954eGj0K2qAsdP9NeDvVd6Q6P0qqmsECregmLOpUfjkDH9XfmXgV222766v/T7JYwRRi5n4MwDRvjSTBneV2AQwqOxxdp7//nsKdI0hgFccvx4fHavwfI0MPD0orXcs61Nbc4c7aYTY1uT+OBahVWb/eP3lnOm4Mjxlu7j+Z8ciR8ze30dUqcoGj2wB45nNvu79ekGwPC5D4g0rFNG9MU+w/o4v+ddcQynvLAxhlHGAMD+9dYg79+jBj1rK9GjhmZo9bl9d8NNZ04u8GihZ20Vrj91kvK7/j1qcMiYAfje0WPx42PH48LDR+PCw0fjyweMQI45uc4Z4Mw4bzv/AFR6OjerzZx5wgSf8sy7QQSAz+zJd+raqgp87+ixuHzGXvje0e7p04ShltItl7MUUN2qK/Cfiw/DredOw4x9/PU/vLDRZsG222FjWQWdeqej2+j5fD0L9I4YNxCnTdld/TERhmFIrFSCxeGJYgfQu1sVzpu+ByYP9ytM2GzPmDacdIOB91tvWVRB3hy6kgQi5ZtpCuIhFR68c+WxSv7qqivw728fLH7P5BmkflU+wn8+R74gxAXv4nTY2AH41hGjfekev/hQfOfIMUIaNs8Th/bC5yfvjv6SU4KqCgOv/N9ncPDo/hg9kJ/z2HLfpLAi6t2tGhOG9sKSn58gTdNZoBo1YRUzNNczk3SjTN/u1UU5tSu3uAUZMmTg4a6PJWUjQ4aSY9SAHtI4rPY4ufSECVI5ysYxEwZLLYtl9IOEFIgL3lg9hmHgl6ftI0zruj0Z+OC643HLV6Y6VkZesFZZMnz7yNG+/TWfn57vIb1r8a+vH4RrPre3L03fOms/e9Seg6R0vG3xk2P9CpGaKorqw+JnkMeLh4UBAzWVFbj13GkEemrEeoO24Nnxew918hg5oA4XH023NE2dosgLO05MGLdXeewdhb+g4FnU09uwgcMMGNpYJyxNEfk0BMgSldtbp940wrIYjE+tZyjkA9Sx6vYvGT8sONczYvVGiSliGK47mNTCiXOvUtER1x9LRxfcnFJ/dn4i5DUKJytN8InTrwRyLfloNyrIHBsJ3xJ5DXT7mtPmEh90TTvY5VFZxpH4iPBtBj28Mc9koIzxDBkyZHDj92WzdwYeWY8IBlFQYl8ayYpMCROgQ1gFQth29t2KHWO+QWiJYwXrKVD3gNr8WUE7AqQ3rxHrOYz+Ie4wYalXFOUMgxxlXPSt+HlwPkpxMpMz9MGs2M4mKpdR4haWcR+2H8tvRrO16HoLE8rEa7srya44DNIdovQdWdBpEV1dNqzrmaxb0WIU0aFSkKnGoWVloacfVOnn5YZTtDoWWfp8wyJOwd1VmvrhvU3B1486maohygUEDo0EGj7WW88MIBPzM2TIoIMzlWXTRQYP4pa9ywG6fYMKUazzlqyLrigKishiTEraWVQOyt7dd9OZJI3Wa0WfVWrHRNyybOoVRUZBWRLKoiiAiwzlXVQE3SQahuFEV5en4dP78yw9xFZapjKNthkkLkR06xECDIVChckkyS23K+/5OZbOBQqGKMoQ2RiQXeUo15iL884zSj0ZVFYWBsOLKlA15epJleItCQSyKCr862sr5oFyTglo9SZG51IohUWirmdEzTPb1qW8yS0JJLnuZsjQ1UC5ETRDOpCWuVzHRkrYJIFlNS4LE6WsJambJet2iF8EQGjLoJgGf5xLs85bgYWoSilyQo6g1aBw4e5TCIlD5OU76JcpM0PI4HGP1dQrinKGgXzeDFVwWacKalEUtc6jaPB1rmfswBOVK8jATALhO6yYb5lzkJ0PpbxRa4Riiqr6JiiCupVR6KjS6Mxro27qCJ5nyJsmF68rCoIqaMM0FbVK4iiR94RLJGhK3dVCINvDJw9KH80RrOcyZMiQwUap5b8M5YPO3FWkB4WEbymHiTI6cSiKgiKqksB/wFucjhGXcoMy51HSUPYpcdYM5TCbCp0nUlCkXlFkx9cIU/AwFkWAeONVCl9v25pKmYZL7+cxFYKCgAddawZtO1b7q3XBIm/qDSGfQTW8kZoggAm5q0STxx/yuiv5YkVBfhV4UKstEX02b1XfNE2q0o+1shDno+PHSytR17MQfUGmFNW1A/tKFcS7M0BVnlKWNc6sM6ubDBkyUBDXaXiG5FGM9Ul34EzhozP3JaV1O9i9RbBKYG/gKhbMIJsGASJb0Khk0gC0hfvwEN4ion5thazQ6AH0WZFAOcS3EsaUIeL3A0i/ogjWzVNhJlPZRjNoR45qGho2mHXO0AezZjuXiH65TO7egSRim3P3kigFyMoFUpwiSLQNHisfinuJPon0OzZukKwvypQCsqDhUjqEqqG6mskmPooQmzdN5bzJWtXo41YFMz8OY+pJFSCCbPblLoC8ZZeQW+4UTKzwpKCcFUppUKzQbiCkxePKMUrwcm6XDBkyJIuwMmeG4qMYUzl7+1ZX7BJJjwPZOv/JtmbsaA5+vTmLsLyH/i5q8OaQ31NkGgplagxaPT96D4oo+h+yNwoxHYsuZ1GUM1C49SzM5k1GM7gmsRQLrgEgn9ensSEqVxoEhTAsyAanbDOfD6gUiAKT4YM0KSUUNd+bRqvgYa1vlOnEMAlpfN+ILIoIQqxVx5S61YNToilKXoxNeJie4A9E7dJS0XP6aIg8RXQ6O0qpfKEKQGlQfmXIkCHdcG6B7ZJqgfJCMWIUNbZ0uPmVkI9iIZScJXtOOQhWpCl2QOvIrmcpnjJIhgAx8x8HOZ+Vk+jyFc2BdxB0uRhFlvtVuG+lFkUR+AkDx3Qx4Hc5w0CHzvWMKaPQCielgkLe06i+wF6Cb1QbY1f5QLn1jK5gkLpxBY17E3Lksle866B1nSIp0RQmuFLhUzbOxPy4ZVLlRbOy4PORx+WhbcRp+UX6NkAe8oWDf69y7/N9JHsvQbmKjlTlYNIgxUAIRTe5MqVzxciQIQMVrDVthnSjGKtTI2NR1BXAyX4KeZ8Sh4alI0uoasOlkeMUhRvEpRr66nAICpmfMBJoltd8orCyEs0qk6a4ohifxNleXe7Ws5xhwERIiyJJzau0kqI3JdtmGHrfYp1FUUzxgEMhyRMKufJBjyBVIraICVauKMKa5XrGuBlJsg6chYyO0sqHET4jWK+RLIpMdd9lzUKpChX2mZI/fZLQCKO49fLjWhSpLUzsvGQLFRVpVTazEC7EcdIPreilpaErRTNkyJBBjU5kHNLpUYy2amzRK4o6k7VqUm49QWuoW1UFPixBQOsoSEsvEMYWInAX1543LsUV4K9TUTmkoSZoWfDfdDWLIhQsiuIsuK5xxR00PML6ixsgBLNmaQrop2HyD+PHKYu35Lqe8aDErGEzCxKzxgvT844yoUTaqBPyYhUmCoMiJq6NPtZRVKjqD1ArbK0YRQRtPUtXqvwimpBJLJPoXxLSBbEokjw3CcdgbBkMxL9wdMaNSCktj4JbKCbESIYMGcoepZzLMgRDMdqKdT2T8tGZFxXN8qo+tHQt4HWHkl6MHdwDS0vkelaqvV/YfEkxikh7yXjKLfegCIZStENYLywZUq8oyhWOw8NYFIULZu1/War5kxLMmu3E6bMoUrzTfCtvI4nWtUAwp7AwCQrprWemy0WDgsZjAAAgAElEQVTc1etznwpgGiujYcNyy+PpBuMtzDf+j5x4Upq8qH1XqlARtJ6qCMVwPQuThVwBZr+Xtbf9b/iCdWrhsRggWbDR6zgFev8MGTKkHKXeLGago9gWRWF7RDn1JN71LB7OrfNGmdWHuBHHDuoZ2aIofFDqsPmlo6XFcXxorl6x5E8w8Aiblen4iuhphdp3xax8Tr2iyLaqCVNsWQOH0hBG2my5OQfNUnvpGUNSRD0Ng15Y395yGd5BIzDNY555N7AU5QNLh9oHVEqXYsCEyeWlUxqIvqekc9/rza2o40o38fF9l0+dN4l1zFlbqZIFs05KCoG6jcwUlaA89N8K6FVAdjLlhKI8cQjiYUmQrA0DuJ6x3ySFTDWYIUN5I09YIzJ0HbAxisKvZeUD322/0gNmU/leRCsIxg/pgQ07WrClsTU8kYCIqiSIOmfENeeE9ezxyVIhqyPWm8MieLCEKUCXtCgyEW6wyiyKcppSp8VsN2cYvqDPyvSScpVqo6fiPGwNS13PuBO0cIoOajpZ3ipEmXMMCS8yJZDK9cz9Vp9Gzg+9Q3EnO/YzwbWTPkUG5MGsfUHgNAoV1UNCEhKodRKHWawbK8p2IxSl4a3euoJhkL9fBPu+pLeekS3Skp/MS1EPZaGMzJChTMDFE8yQahTHoojgepY8G0VDnGVxwlpAsSeQup71BAAsKUGcojTu+4J8J6pT3d4doN2MFoYfEcIaDCQux3W1YNaWVY0Za9wQVSOJ3kSt8iiLdrBbzySudsGzjRVhYhSJ4y3Jy+JYFEVUAnlZECsSTJcPkqY4gGLFawni8ZONpOBhTGfjciODgitqjCdxXrQ2YhcFlbUVLSaVXcfJiUxhYhSp4klR3GgNI/y60ZmEx1IgqeDpSbZLWg5KMmTIEA6ZRVH5oBjzbVMXu/WMhVLBw/4dYK9FxXhbUbQ+fJyioLlG1hGkeNKgBbOOy/eskGdC9eE72NSEVQmCLmdRZBgGTDOcYCxrYF3sk7iDWYcFxaKI5Ute3tKMfNXEq52UtcTFjyllDVIb0qvHg1orBEvOg3WvMtnHrO+WQVICuVZHwZQ7LF1vGpUvr/jWOH87eSdJ0zTJ/VaXinNZJNAJZVFEtgiJDh9/kjpW5RqkiCmWGxzEsS4qY6oFdPkMni+xr5dDY2TIkKG0EFjtZkgnimFRtJNw61lngnd/oZURCXIvhY4XQ3vXomdNJZasLZ5FkWMBFXLoR50x4oprKaJCiVvq25+Ezl/vlhi2roIoh8MdJHY1i6LCv0FcsJxvQwSzTgJhAhIDFp96iyL273SU15e/4Jm3VBR3IoN57h0IbIwiShweUpUoCLFvdPNilOpXTfryyUBmgeIvt39BlXPLmuBSwITO5p7nWYssJ4U3DdUNTk6DssBzt4MVY5wEyMQQVx/XJ6iLWFewEeGV5jTlYFToxn5SeScaZLwrdJYMGToxMoui8kExptumVtf1LPTmtozWhXCHfRKLDrh7C3l+soNXA2MH94jkehZe4RPuw0SVy1FJF3EzG/a2cip0e6Ao6HIWRbZVgU5hEgSqgSC2iijNDEm59Yy1upBpW0t1qpRErck3/Na/uVx8ihtpOplVjwrEPuRLZXotYoK5IXHKEollEkcngIsWw6IUspvHdNZCujTsJO5YSRHKlHQ8KR3itChSuSOy9W65noUrVDkJh14UI56PDrR6l8fjKgXKuMkzZMgAd95J07ySQYxi7C9Yi6LQFhZlKgxYMqLa98wAxfVMpUySY9zgnliybkfR6q/U7RQ6zIH3QFRAqJjTGaUYxfAkKNYN1SqkXlFkN0Q+HyNNzXtRHcex4AZV2BiG3pJKdXOU+7y0EBXbG1GecmOWasPvWhTF78Lhu7IeZqC2jNp3qAoencLESlhIE4IPGV335gg/TyLkTb+5kP/WM5pJkQGDdBJEWeB1caDiQLAYRWJ+2JhnSnoG9w9PI5DvmZ9CZ4xjoypTkuUldnX+m0Q4KdDufE2bIUOXgis2llr6y6BDUSyKKK5nJZj3k1JqUNdr6q2kNsKMpnGDe2JLUxs27izezWcAQg/9NCuXKa5nXkRVXCnjgIas5CA8hZE94x5XlbFSSwB2M3zt9jdJ6Wur9LovtTVD/KPkpJteCfWdYRj4ZFuzMk3f7tXO37JBpLNKSgJ/fWk5/vrScun75ja15u/cf8zFJceN9z23m+6qxxZxz4PIRYYBtHXo60R1w4HrFWRizdZdmHTV03jyB4dhWN/ufjoA3lm9Tc8YgJ/Pfh9XnTzRzYsYCH37Lr0gYMCd2H72yHt4cuGneG3ZJl+66go3s/qZs7Fb71rUD6hz0npZef7DDdi4s0WYJztfPbJgDeat3IK/vrQcNZX8OPVOhkvX7ZAKLjc/v0ycV+Hfi++Zj+MmDsZR4wf50lz12CLs0b87jhS8cxVtfMa7Wjtwzt/f4J498/46/P2V5bj76wchlzPw89kfiJn14PfPLuV+11ZVaL/515yVWL1lF357xn4AgFuZcbVwzTbsbGnHVY++h97dq/Gjz44rlMFfLhbNbeJbUH7+n/fxxMJPuXmnb/cqX7ol63aifuZsLP3FCVr+k0Rrex7VlblYlBtzlm/GlsZW9K2r9r1bt70FX7/jTfztvP2dZ5sbW/Glv7yupPnr/34YnTEGdlv+9MF3MWZQD0wZ0TdW+qXCba82cPNehnjx0Nur8cz76/Dnc6aWmpXU4HfPLMEfnnPn45cuOQoj+vvX72LinVVbccrNr+ILU4bhN1/al3uXz5sYddkTzu/jJw7BLV8Rt+d9b64CoLeQn3Hjy7jlnKkY3q+05e5qYINLT7/+OXxlej1mnrCnNP0RNzyPlZua8O0jRyNnAJcc56a99KF3cc/cVTh6z0H4+1f3F36/s0XverZDo0xKYhcx8tIncP83p+OAkf2459c8vgj5vIk7Xl8JAHj5p0cF6qPXP7HY+Vu1mX9i4Vo7kRD1M2e7dCRC+LamNqX8Ma4Q0Hrpuh0Y2LPGR/+PZ03GSfvsJv3+6UXrsHFnCwb0qJGm8fIKWLJRGAzr2w1bm9rI6b177u41cpm2V22lVGG2YNUW7ndVhX8v3706uMoijHIJACoL+6A4YvwO6FmD7c3u+Dp41v98aeKygJ/97qf4i2LvHQaptyiqq7E6RmtHHmceMAIAsO/wPtL0Xz24HgAwckCdNM3wft0xpFctAODBb00n8RG0CX93Br/InzFtOKbuEUyo/9oh9c7f154iFqJ/9YV9AAAn77sb9vdMtjbsiQoA3rjsaG2+s793KK4/dVIATl2cNmV337PjJg5x/r7zawcIv7PH4jcPH+U8u+Fp7ybLjbKzessu7o3jekYKZm2QNuiq4NB2NnsOsep2R0s7/jlnJZfmypP2AgCcc9Ae2rxs3PZqA/dbZW3ATiwvLlmvt4gxgBpmUhcpiQwDOG3KMO7ZJ9uaubSi2+ceW/CJkJaTMaxF2VYe6oJZD+pZi81N+hMYUXM//s4n+O7d86X8fvU2V+lMUTCs3d6Mt1byi9g37pyHOcs3o7UjH1p7f8a04Zh1mjXOLjh0pCMI/PGsyQ7fAHDj/z7CQ/PXON9tKSzihgHMXbEZAHDH6ytx43O8Eoots5fF1g6xEPG3V1b4lNNbFELDpmKfknnw8eZG52+p1ViA5nlxyQbpu2c/WM/9fvK9T7nf5xw0wvfNPXNXOX8P7iUW9EzIFcH2/HLRUaN97672KMvjQme0Fuvq+NH97+DJ99aWmo1U4Q+e+XLp+uJfYe3F5Y8sBAD8++3Vvne7PMr9pxbJ29MO1dCzVr2xWvTJdnwU4UamDOHAyhONrR245UXx4ZeNlZuaAAB/fmGZ76DMXmOeW7ze952NOG49S8rS9FdPLfY9u+3VBkdJBAB/e1m98f1ZQdaWwevBEBqCdXrZxp3OmnntKRN9vIwb0gMA8KEkThErq8rwtGKsy7C5kZfNbL5EB39cuhku/8dNHMy9u/fCgzBj0lCcN93d0/zn4kO5NH/9yjQfzfsuPAgA8PB3DpHm61UgnbTPUJx1IC9T/f7L+zl//0WiJPfKgYN61QqNDgBrjyYzLjl1srWXHTmgDgfUi/fWVB3S948eq03TrbrCyZNF0K570d1vO38PKigmw+7nbaReUTRqoKvw+eVpk9AwawYevUje2fboX4eGWTPw/E+OlKapyBmYc9nRaJg1A9MEHSCOOeXUycPw+f1cLfGvTt8H/QQn1Sqcsp/bab44dbgwzZDetWiYNQM3nTlZqnE+tzCoDxs7AIMLCjIVJu7W2zdAqThx76G+Z2MZRdXh4wYqvz9kzIBQ+QY67zCA3Xrr60GaE5PVASP7S1nYd3hvAMDRE/jJNih0QYsBTxwjRVXoFGmGYaCqIod/XiBW6NlpvDAhbwGRRt9/M4HfvW/0wB5KXv1MeGkU8iKoeW88c7LvO5es9eQPX94PV5/sF0jYbBdc+Vl85aA9tItxw6wZ+NXp+6B/Ycz+7KS9MO+KY9Awa4bydIkF2c0SRqfd/FNu+FPhQIlyPUze/evUJ349a8V9wjRNaVveeOZkNMya4Zwgc0G6E2rSzPUsQ1dEGvq9KsRCEPZsi1HRvOKLBdJJ14YMLhrL/NYzXQ89bOwA3MTIcF4Uw5uqf101zp1ej9M8m/2BPWrQp3sVlqzTK2T3HdYbR4wbiIZZM2Ln74JDR6Jh1gzMv/JYZTrWqvLqz/EGCgeN6o+bz56Ca07Z23k2ZlBPLs3AnjVomDUDD3/nYABWmQ4cZe2ThvfrjoZZMzB6oNyQw0ZlRc6n4GD3uMdNHEKup4uOGuMoymxjEgD42qEjsfi6E9AwawaumDGB+8a2aKqqyOF+gkHJHgpr1Pr++vICwO/O2A8Ns2Zg4dVuG4Vdl0b06465l1t7irD7eRupVxQVOxAz9YpvGq34eI9CqphVGDUvXVVrbzSLlr0wL1GMGFsAS7pqHWWHxC2Khb5u6MaNYcwgRazJglJrg1kT47bYYyx8EHo+6LPnEQD+BgGZkozniZBtDKDc7kdJFwVp2WSkhQ8VYjvVzJAhQ6eEao4IMn/Yrv2yyyS439m0VHQU+6KFRubWs9DBrBNaYyk1oev7ymAiEWNdUvJRufobhuEEtNZBZV1cLMTVN9WXRiVXSB3lUtcvBaW6gEqG9CuKSpKrINp6iIZLS1OnrdOJ4OzRQypCggg7hgFS48h4Mk2XF1bhkcQy6rU2UAazdvhwE5neNERFW1C/XnG7FXx8BbOMj7z3lNOkLvBSEm4aYrntceIXiKzfOcPQKqTiDIitXfAU70R9NghtKkq9yeCDkcvSFIdJbS6SBEGEQ76/JxUINDrSv+JkyMAjDfoS1XwaZK6VxaCz6PCEShDCMkOREYtFUQn7ifYmY42MR9kDRQkAzK7hIkXLuME9SDefhbnYIm5QLkgqR5T6NrggiEPOi3Pbn3pFURyBpEqGlLBeTDZK1VxeyxsVkrA6EiE2t2hBTCBd3lJaOhc2w0kYGMLTS1OSJ/GUhwoDIpN6PSg3WtiCtKwdfBZFAl6SgE74cQQXIx2boDQiynwVtE5lp6JpEA5ZxCFQZf0tQ7khDRsJleVEEP4cRRHhkzSUu6uh2HIyqyhK01oD0OpC30OjlYp8UCOyKHeYkxMZP7gndjS3Y+129eVEsjyKCTb3pFgpZQnjVH7R+034PNIwPadeUVTsMSPeCIbU6JWgQ4pQDso2mZsXlwb6eqDUOXUilrue+dMAyQhcrgJMbanCnqhIrY5Ar78wfcZntWLw/7LQup4Rx5ybh0ZpQlWQQaBwKvyW8cylN+Jb6KO4WfIsGZ1+MxDWYirWEzPdaWEIkl7uijGVd/KukqETobPNa6rSUIva1pFHu8JMyPsmsyjq3DBNMybXs2RAWYN1fV9lAU+WBSIsrl4Z0As7TqsuTlGcVsJxiArp3zn6UdxQK8lklrYte6YoEkB4y1UIOmGv5RMhyoYmbZ1OCZ2JqaQeAsuLhPSOckboFmUo+YkLXmsDmQUM554moWVIXKeEaakMamEKFSz+YNae3yaNCU7BA5PbONh/qiZzkdLPL0hbTwxvhky+vmdF2MCQFUkig66YJoVS7zFUsQEoiFQNAdtYltw0zVDt0cn2yBkylBRpGE5xxChi3c5EX/jJpKHkGZJCS3seHXlWLgrX3qVcb3Q8G0aQCJyC76nppAlN5cGoffP0krXqOEWpsC42JH+HRDa7BEcc+8o4+1H6FUWlHzYRglnHx0O5WBSFbS83tou8spUbfnszXxTXM9ON5cOMINPkF7TYJkhDX6tWuQnWVETLmlwILafIBQsQK0wpfTIIB3ZabqxSAtg4r11BQ2ZRZEjaQaSsiCfOi66tVOPB8zsGfsoVUW9GI+ejfS9xPQuQRxrWQwrKg8sM5Y7OpizNB7AEksEOZC2nw1PqbHVYDijm/NjUyserSp0FGcX1THuArNk7xMOGPA4io+ARpelXV40BPWq0Aa1lsTmLOUZZGSMp5VspjRdkeScZhzhoPao8HEqB1CuK4rTKoUDeiULQSom4XFYWRRpEcceh0vBCtACpAtclCY4XT0Fc1zPx6VGQYNZhSiU69WGtr0T5SGkR8+SCiZvi76KeFuU1SkivlVdaxptr9YbENEVpdv2gKY1jtJ3TVEWKq4pDHHyWSVEzZHCQhvGpYiGURRHhm9QpDjLECm8g67D9vJS3nunyjipzGYZBKp36Ji91mvFDepBuPkvTMUtaZNkMwRGnW1zqFUWlCOwVZxDiuBCFVKmDo5HgKDnUSaSb9UBZURcFMU/sb1aRGfcy6lhJSXgJ2qoG5RvNYuckC+AWJkrrcz3z+Z4FGz92WlaYtoULlYJM1N9kQon01jNR+nhMikKD5YkqBIXKp8SbDLucYdkoZjBraV0p+rr3eTFOmop1S1yGDFERb08tfb9XKoOI7LW0y288A0TWpqUvd4bk0NjqURSFbO/Sup6p36sOfOJkW2VRpMPYQT2xdL0uRpEk3zLYwqUFUdoocF5MZkk1URrm59QriopuUSRo7nS4niVjAhg7ImYWeTAXobAm5EoQlv9Ybz2LyVUraCBvKmTWPCbEbmY6PkyYtMDknrzC1r9hSNzXwMco0s0PUX3l44LOFLozotT1rlvQZaf7JkrPe4YMGUqPvMJrjGr5s6vVJUL5JLMoKgGKON3HZVGUFCiyJulgVxG/NOmQFKy8KqMzfkhPnxugj45pxrZvLPFZpYZu6eSdUuQctE3TphhMvaKoJMGsRa5GobpXOlq7LG49K/yrmtyszbx8MSDnZdDSy/NiFoUE61Zs7eKC02Z7XLBEYJUhMkS59UxOS/SOh8q9T52JvThb/4pOZFWWVLwrn/3Mk6bwIJcT8yRTkEVF1BbgrU+8cSlSJi2GRDkVI+4+kWYrsfSvOBk6A+Kcx9Iwl6gsiqgny81BLYrSUPAMiaGxRd0fqEiql1BkTa1bt4I7yriJtl7xoQlkxRk3uAeJmujzbIhGh9Z9MQTNYii8QhuqxMhDGSiKylfkTI/rWWxs6PMqXlYcHDejGDmQuZ6x71S5RRXA7K+pljUkqyNNEkq5RDAhNililWosdMJBmKqLEsBZZi0EsBZFcsUhR8covfDtVSgKPPs6FcQ3VVLGQ/j5QuWSKoJsExjnKWIciKNvdLb+1VlQ6nkpzUhDzaiah2r5w8coishQhkRQTIsKr0VRWCQ1d9AsisLnHSfbskDTfEgIcYHGFm4+C5NHGIQlUwxXpyTlnTjCZiSRbyBaTOulYQpPv6Ko2PkJLQbCNVWcvEe79Sw+PpKCexW9vK5JwZgpJqZR3eOYvynBlGMFp5TgC+JaZUk9nfWTaOHfMBZF3nzdG9QE+WjIm4Q0ADPGDCt/oUWRIS+3sLt5rW8cOgJLKEGbxzXcoi88ril0YvFs0rCK2eAs7AJ/kjjC1ZWh/JkEMmVC50VnczPqZMVRWxQRx+UunXuLp9aoQbIzlCcaPf2hLOf3CCyT3NbI66o/oQnbfVyNXrVVGNq7VplG5Q2QIX1ITumUDN2wSL2iqBRuU8LBGoKN9Lh8pYUPPXSTurQkAReSIOaooutk7XdJNrETzJoxaZWqgCR8yFzVdIjTT5py65nIHJ5mEcLT42MU8fWno+NYkPl4s+lIgllzMYrENIoNb9wk1ftI+ZS4pOEszxhlq1cPE6Hf61iRvacImcLvylHgz1BSZH1GjjRUjUqRR+WvuV0doyioJWSG8obXoiissriU3YSizJRfWEKTJcPCZs25ZVaR1TiNVRE1NmexEIeVTFrml0SCWcdP0oc0rNmpVxSlQddS7sGsi2lRFJZP0Ubfn0ZO23XTouRF41F66xnzkrMogslfTU/KhcCH518vf/Y7lascOS/CYieDN1/XOkmej5qXoAx4bz3z8+L7xPSnkQnSOcPfd7xtDtiuZ3S2ZYhsT8QQ8Ct0Sr/4xAlljAKJhVixIQ1mbQaxgEp+Mme5DCukpGDZziBAp7Mo6nTlUc1jNBq261l1hVi895LpbH2iHFDMfY1961mPmkoA6bMgo6xp2kOYiArWoHuCMHkA+jhFMlkgZU1GQqn27rpsZXuPNOgabLCspKHpU68oKrZVjiy3MFykpd+Vc5wnL/SuZwkoIEQ0opPQgnIaaCO2W9Gcf4OV0OunzT4X0aK4nlHgtewKbwwod0+zBWlKIHWD4N5XHLAuil3D9UylSKV+EwT+AOG69BEyKyLiuLmxTIra5VBqC8A0Iw11o9rEUzf4tqKotipHUvSm4cQ6Q3JobGlHRc5AbZW13Qvd2gl1E1KMoiiuZ8Rvw8oLpmlyc0cUiyIqH4kimw7oSMz1LAZLrhj4sJF6RVEpEJslSMlHvIXyiFFk/6U0KYJsZAZdSIKcMshckQAgx1Ru3PKWa9Jq/2vwC5InvcNvBGWSDVFcIVFeyjSO1ZWAvocXfx1ryXN52DRM5nphh4bEZcz6xp+R7IawnAFh9xO598Wx6Yg6fRjMH0m5G5T6dDJMPevc8pKC3PXMJJ9yFYfd+K0iM6QDnU0nEKdyJw11o3Q9I9KwFUXdqivEdFJiYZmhOGhs6UBddQWi7mpLqUiNkjOV76iHIm4YBHk9613PxEjJVrIsQAnDUWwEbT/OoigFE3TqFUXFHiDCeB7FZSF2lNOtZ+Ena+vDJKwIRCdustvBeLeNgBlJ4LiDqdKAVVJEycumF7wlxRZQ4k0wLZg13UrKVeqxm1x6TbCBqqWm+YagvU1//0jSgocK3S0ccbFXDnOj2p01xnw0tSG/9Sw91qdelFoRmCFeZM2ZbsRjUWSdltRWVYjXZO/vrFMUHcWc7xtb2lFXUxlLaIJSgRSjSPLcNBUvdR8TYJogC0Jjta5nKYtRlBTdEmq+4sy5OG1V+gGbekVRWgJCh2EjJaynxrJJBYqSg1WGqNLo8zIi3YTAbuyS7J9iaxf3by5GEcF3muZ6JrcCUsGEXOAU1ZFf4SJQxgVjAaZpCk9kLUMgukuiPyaVbVEkdivzZRlTl4hsUVSEYV9qodPJX9Luwm8o9Ch505MGpi1DMU6a4nA9S/+K0zWRBveqOBHnGEhDzUSNtQJYFkWVOQOVkkU8C2bdtdDU2mEpigq/wyoGk+onpP2Jzq1bkYTKdtg9ge14xl46I0P36ko9D6I8SjRG48g2LWtOOc1zccjucR4AqHttClAKHUfDxkb88L4FqKow8OBbq5E3gYNG9QtMJy2aYTeOS/L8RM1C17eVpwZEBGVx6nXPorUjj7suOBDD+3XDKx9txJ5DLBNStry3v9aAy2dMCEhdjLaOPA6Z9T8AQL6g/WjPm/jTC8uwcM02vLx0I06fOkz47T/nrMRPHngHAPDl/Yc7z0ltQ1jsRJj15GLfs2272rC9uR3/eHWF751XefTR+p3oXl2JC/85D3MuPZrcoDaZXW0duPXlFbj1ZTcv1TXBbzZsxpBetZhx4ysuLUnP2L6rrfDejyXrdmD9jhbfcxH3S9ftkPJDwZbGVlRVqnX7z32wDvuP7Id731zlxCSwgmt73ekiseLgmN++6Py9ZN0Okg8+Fc1tHTj7b2/g9KnDcOYBI4Rp2jpcX0Nqn/3VU25f9X7zg/sW4Af3LcDVJ+8l/Hblpkbs0b8OALCjmb9N5i8vLseD81ZjU2Mr7rrgQBw6dgD3ftuuNtTPnI23rjgG/XvUOM9lwqEOH67bIbXYU+HRBWvw/XsX4K9fmYpjJw7xvWe7xs3Pf4QffnZcYN7CdK+125oxRHB9cHNbB/b82VOYPKIPrjp5IvYb3od7v2pzE/784jI0t3agV7cq/OykvVAh2CRf8chC3DXnY3z14HpcedJenNuwjdnvfoof3rcAp08bhitP2gu1VX73nea2Dlz7n/dRV12By06cIKz/jTtb8KsnF2PkwDp858gx3LvlG3biM795EYd5+ocI76zair+/sgInThqK4/f2txUFf3t5ufP3zuZ26Wbli7e8hjcbtmDZ9ScK6w8Anl60FtUVORy156BQvOjw3pptmP/xFiz6ZDvW72jB+YfU47CxA4Vpn/9wPc6/7U0lvfvfXIWf/vtdZZnSgCXrduDm5z/CTs8NVSzebNhMorWrrQPdBP3WxkNvr+Z+i8bqhh0t2P8Xz2LGpKGorarAT48fj8G9+LH5u2eWYNmGnQCs9bxv9ypcNmMCairleWewIJozpl73DC47cQJMAKdPHYaOvInr/vM+Nu70yxc2bDdDG8f97iVU5Aw8fvGhTn/f2dKOuuoK7Gi25Jh731yFZRt24v5vTnf4WLN1l4/27a+uwFcPGen8nivof1c/tghXf26ilL8Fq7b65msvXlqyARt3tmAAsyZ68dSitdzvfN7EL574QEnXSWuahNimtI21SEb8xysr8OwH65k0wVE/czZ6d6vCtl1t6Nu92vf+ikfewxWPvBeCcumg2v8mO8jytw4AACAASURBVBOHsyYIw5P3QiF5lsGocyE1CMJUPm/iutnvY4NgLxIHUm9RNKxvd0we0QdfPbi+aHnOW7kFD89fg/vnrXYsFA4fJxZWVPj6YdYke8Pp+4Tm5a9fmYqjIwplYwf3xL7DeuOCQ0fqE0fE1D36cguDaMN12uTdud8ThvbCXkN7AwAOHzfAUcKIMLR3N2X+1KvQ96/vK31/9oHWpnTyiD4YP7gnWgub0XP+/gZm/nshAGDxWmvT37d7Nabt4dLqYExaJg3r7fx97vQ9hHnZG2CvIvKR+WuwcWcrAODZxeu5dy8v3QgAePAtXuAb2LMGB4zsh1Wbm5xn9765SlpO+xYMG0N61TrPhvbuhmqBUuKYCYMBAAeP6S+la+Ph+WvkLz3t9PPZH+BLf3kdW5vacPtrDdwJTVh88Ol2KysDqPGU5aG31+C82+Y6vzc3tjp/e+flykLApo686ZvuT/3Ta/jmP99yflsubIZQ+n7mg3UAgN37qPuwDFc+tgi/f2aJMs0Fd8zDg/OsfmG7IBgozmn5V/7+Rqz07pqzEm+t3IJLH1ooTdMR4sqe1nZWuSTuZFc//r7w+TlMGYf08is1NhX60TmKurj8YY/AZ8oFCe9TL7/vrt4mzUeG79+7AABwIdNvOXaYKv3Dc0sD0w+L15dvFD6/+J75AID5H2/Ff975xPf+/NvfxN1vfIyH5q/B7a814BPBpgcA7przMQBLob9Bsvm66O630dqRx91vfIyP1u8Uplm6bifufuNj3PryCmxpahOmmdewBQ+8tRr/76kPfe+uKfQtex5X4fF3PsFj73yCf72xUptWhpuf/8j5e/nGRmm6Nxu2AAA+ZtYPL775z7dw/u1q5UwUnHTTK/jZo4tw75ur8L/F6/FbxXynUxIBwE///S4AYOl6vZK+lC5Y/120Fo8u+MRR8IjW3ndWbSXRam7Lo8ZWFAmK9MA8Xm4QufV84855AIDZCz/Fv99ejTnLN3HvO/Im/vDcUrz60Ua8tXILHnvnE9zx+krcO1cub2RwUVfjV6ZtamzFjx94xznkW7NlF25/rQFvrJArCL2HcB+u24H3P92OZ95f5zxrarWUw7/+4r7OszcbtnBzwbcEa4F3DfzLi8t9aW5/rUHKG2DNXxTYcrUM3nV+484W/P0Vt+zD+nbDIaPFivcR/bqjR3UlxmsOsf509lQtnz1r/Up2VkkEhD+Q31Y4kHxr5ZZQ3wfBqZN35/oDC/sQyzCA3t2qpDR+9NlxuOio0dL344b0wLQ9+uK6U/b2vfvFqf5n10gUjlcUDt+9MryN06a4+8mayhx+evx4YbrTpw7DxN164bzp9cL3n9vPpTNp997CNF6w9fP/Tt8H+w7vg351fkUfe6AZFJRV6dPtzbjt1QbMWU47TAiK1FsU9aipxMPfOaTUbPhOBSnYrU83NMyaESnfYycOEZ76BsHufbrh0e8eGokGFd2rK/HIRer2+u0Z++GaUyZi0tX/RV11BZ78/mHOu561VXjqB4dj7orN+NJfXue+MwxDHqCRyF+3qgoYhoHu1ZXatpm6Rz88/cPDUT9ztvPMnsxthUl1ZQ4Pfvtg3PTcUvzmmSWO0HXJceM5Rcy1p+yNa0/Zm6MFACdOstr23gun46xb5zib2HZmYezI85PMhKG9HCWICwO1VRW4/5vT8dKSDTj3H3Phhb0ZpfTJuppKLPn5CQCAcZc/6SjLbjxzPwDA/vX9HDreMtmo798dDZvEmw6Vy157R54ct0WkJxjRrzs+3tzkBgOHwVkPDOpZA8D0Wxw5rmfi3tSjthKGt9oF0LkBPvfjI/RE4FcetLR1oKVdv+A0tfKn0uLrVvkynn9IPR6ctxo7FCfaOrDKtjjQ1kE44SsUzpvSem4K30VBU4vbZ7oLhH0KWtrllm5B0ZliCMmK4j0196IpRJ+lVJssDaXOVUqHxgK/h4zpj4E9ajBfoQCw57cozZw3rWuZl6wTK77SjCgCNou8gExFzsC3jhiF06YMw9G/edGfoIiw23fh1cfikgffFW4WDcNau+ZefgxOvukVDOjh35AA1jpRW5VTbliPmTAI1582CQf84jlh37LXkD2H9MTitTsE7mrWg/MPGYkpI/o6ivG42quzo5K5LeTms6bgorvf9qWx55lLT9gTW5vacO1//IcX7KHHVw+udxQ3rGJlZ0sHdu9Tjf3r+cNIdo5qLLT3br1rkcsZWL1FrGwHgMe/eyhO/uMrwncHjOyHnGHJs3tf9bSwb/WqrcRpU4Zh5gl7Ys+fPQXAvybWVuVw7vR6nLH/cOHYtMn+4tS9cfaB1iFs7+453HXBgdwhzVHjB6Kqwqrrp394OACxvGoAmD66P06fOsx3AMuCEmqiGHaLYwb1wLM/OkIqe+vwuzP2k76ryBmkPcL3jh6rfF9TWYEHv32w8N3kEX19+4fzJMYgXz9sFL5+2ChpPr/90n747Zfk5bExsGcNZn/vMOn7fnXVynJfesKe+CXjOfHu1cc6fQsAptX3w6OavW8QePuyCrbXyf8dPx6XPGgdjsQpGabeoihD10TgGDnuFVex88LCXry9/NmKiKAGDqwyIMfETlKbMQqeMQ9li1lYCx3dDWgyqARVZfns4N0EhkWbNrttOhQxk0SvdLclGJDfngYmjfWNvCOUwp3WH3eJhwFa3K40w6tYK4fYbAAKt57R0vpie8XOTTwxBSjFoVpweG821NMlpCFQkqVhn8rKoIyDVfhXd0sly0OUNjFN01kTaLd9pgdxue/Lbrc0UhIgwMsdJT6hrClZ1zN5vzGY/ifPy1XEl/vqkF7o5A6VcoLSe5ta24UWTGJeCDKO6j3bR0GXg7xrtX1QGHRsRu2naZgLKCgXPjNER5BDoqRi5maKIg/KZG9R9tBt4kSvSSF2Em4/75X1XkQ54TcM8fdeYUCkuGFTxF0HbP5BxGq1Mkj9bZQrTe3JMi9pK1E9U4SSIJv5WAIXh2xHb96WEkjNENVHP0i+UdFZ52LfplBhPVcKZVcc7RhGoRNX/6HMwSE8FgPSl6exx5lhoHCxgiptcP5ENIL0ozSNu7h4kdUjSz8NxnmGoV5hZbetsmhu60BtVYU2mL/qAhG7/1ZIdgjsgVaa+ks5QlZ9eW6eINCRpPHeepY0nB6sUYARCEnnLdZaPE7EMQVk46FrIEgzR7kMiyKXs3NFEsgURRlSiaAbpGLJeK5FkUd5E+DEloX3VIXyfUUIJVsUhKan+E6n+aa6nglvS/NMsF46Iosi1YaBzUMnmKiEOpefcBVKFRhF3/l58aRB8cZQvChYXBRpl8fmUgpbBG9bpmFzGxZ+KwoxdLVMpcOlIbmP6Z/LqKithCzolAIWHbt/axKqaMC1sqQo4NNhY5M82HawfpduMFGUplTFanNb3rnIQEzHsmBUySxeaxZZ3tmmODl4rbrCorGlA3XVFepxHVN7eseQSkGr4kc3Eu184up/1DomzZ8puTSojEWDskDS7RyEuj3O2H1VnLJhpijKkEqIBgnF5FW/qYg2emSKoiDaXxkM5ntlWQUvk3Q90ymmZIgyjVqn4Pp0IssA16JI3hai72QbBk45oDPLFnzjz0dNIwn4Xc88FlWdQODXxYYK+q5YMBHEWi35horFGo6QJoz1JekGkAhKIC6N9NuoFkV0XuKJUWS6N34R6KRpLoiLFZnihWJJWnQoGHKtNeSuwrtsiyIlHTcbUV/1uZ4p+k3q6q8MwK6/+oMlObiDRkHKjryJXW0dqKuhhaPVKXC8eareB7HQ9qU1oXQLpSjxC2Q6JbqKMj/NKFYLUPpwZlFUZKRJSOrKCOtrmbSWV3aSZsvhMncnGdhkOYM2KQiVaJ5YR3GCt3oK8p08MY1HfRqhq57dFnn+t5N3TqAoYWow6umpbBEvlVJCFc+CRVT+0iaUJTETJGG5ZMdKCfl1rLxYFItknaWw3GMRdDqLEqiawo/JpaHxJPrecP6nSmty/4YB63pWjHkgVsS0lknrL6ET2KBwLCQIaex0sv5pu54B6jIpLYo8sRj9Vnv2xiQTmKNDIi8U/qXKc6JkdlDyumq16xmbl/4wTGEJxHQUy0Jebq7GUvFZyhbi9lEP5qLC8PybIUPJEaAzeq1j40amKMqQSohjFKlMVWlSXlRhUGpRBL0VixCcEsZwNcOKsurmAlkg8LCb0VzQyOJOfop32g0SDRSLIl+QYwhc/EhCib4e3BNYeQmotRl20heozvzl9fzWxUrJEB+CTBG+HlAESbZYMYqoc6XWSpSocAqTt/BbQoAjSowiZxNOsCiKgrxpBr4cIi2Ii21ZPRpI5+GgLqaSiueW9nwhRpH8wMJgTIpEfdWuL5k1MfdJCuuvnCBrSy5GkexbDe2mws2uZIsiUio5WOtYtUUbQZZSpHM3xuLnYaH7Pi1K9DTOWV0NxWqDIIdaLEtxyvOZosiDzKQvHQgdx0X3PmLzuicvYrpRNiA5QzwpeHkOW8awZQ9roaS8rUOnKDJpN0GJYxTJT0rtvFWbSYEhvo+2CjILnjim7TAtQalH64Q6BHEGxYoTJM67+HnGJSgEcT3rzCBZuxBS0eiET8NZFElSUfujbp2z6USPUaSeE/n0KdkNIcYx5im46qavUoC1Wo1qkdrc1oHaykKMIklb6m7wtL9z+016+kRnQBCrR/LBkuDZzpaCRVGNPLh5UAQ5UFMVUyVL6eqH2h/J8zCxcrJRkMFG0roCyg3KNpKOGZcpijKkEkKLIpVgU6QZXB6jiBfEqZMIn84gnSCLFlj+UbyzRRKn0RTlEyVbkWLO5rdDImnlDH89s6dXKtczrZLOn52ADrVvxAlT8cvKLG1CUNDyS+s9xpIlUUd2rBQKykWhFGrsShW7GmWK58Oot5I5dCVJot6qxs4DFIU5EK3fmabpWIakSQlEQVzd3WdQKVDMlEPNsC4ysm64q60D3arlMYr8SiB/Gq/btqxuKDFtMqghqz3XoogoLwiSNbUULIqqKzWKGbdPRDls5S/+kLg1Mu8h+NtOQ3M9y/pehtIgUBiOEP00CH1b3og77IiNTFGUIZUIG5dCL3iH48eGK0DxGbkxiqJaFAU8RoLNj/hvWZpgtMN9qNqUxDWdhQlmbUjeuUKx5LsATKcp+KdIYPP+NmLQFKVto0Vrr2BcF8stq5QoltKdbnUT7Ju40khbyiQkUWTgusTS00bpNI6rEeKsm+Ig+Ztl9Mq6YsB1pZHzwzaLylVYF6PI7g92NuJg1tYzWRD0NPWRcoQ3lo8qjdKFS9N3bYui7jUVNMZiGAuu65m8j5IsyimxkAzv867RMbPYYOWFSAc0AayAk+oVmaLIg2z8pQOiRYLSNEmfMMhuJXOFLgjfy+BV8AhdzzS/rWeG8r03TRBwJz8xVa9qobPrgZKXyqLIaQsRfSKfAHsCRgj0aEDKeNDFIr661pfXShNNyIpbRgukmIs36+JDUlid22kScnEcVicUCj4rj5hakWYtFD4vitUnhby9WVcljaN9rRhF5SnYxGZRJDFeY6slTZtMeWB3i2G51aqJ5ra843omg2EwFkUiOoV/df3GuyZmG9jg0NUYPZi1P50dzLpHTSVRfta3IfVae1UfBbyyr0DeJ1kUxQOqbJymOSJD54ZzkERIKzNgiAuZoihDKpEL2DOp03fkOCyFf73uWHbAZ0qgUxlyihMYb7oo74MiiU2G9kQJtJugxDGdbJN6sem26DYOtowq6xtqEEYVr6Etu2CEWghEPPtvfSv/U2Ldyazkq0R4oaIrC55ehY4ugK8MOms54Tf6JFI67NiR0VHN4y5dveLZXk4i3XoGdz0No8ArJYoZoygtoBZZVISWdmvHUFtdsCgSfWfno7CC9l637O1/7q1nXp7SW6/lBtbyMOwG0LEoqlYHs+Ys2kLlJKErm9OhLlPYXpR070tL76a0UTYUk0XSOvEgY140H8fZ/pmiKEMqIVROKMaNzNLHiyiuYez3/lvPbD6C0fNa65A8z8QmRRwd4WchJ7awMYpUdUGKUUTIt0OgmHMEYInSjho03AY7CestiliFk/pUWIc4RTb/RsmTV0Arq3IArZ4jbMBjrDBqS3vLlESbxVGueAXZYOOAQpdkdRSBviqNbxOuSGvPPWHbxDRNmGb5BiWOaw70W6/Z9OVpigrv/KxJIrM+bm6zYtLUVlYoFOf8IYwwRlHhmSyOEX94kiEoWMWbVO6w20CxS2PbWETGvvWsR00l+VILXYPSlODRZAo7bp/eLS+e3lduhnDlxm9XR5R1LIi8kcUoKhKy8ZcOJNUOUYXBvGSBsn97408EgWEYpA2MRk8knZTC1ikvjATRcito6r4lNpRIUeTGKBLnZcBfz5YbiHozRd/Mo0CHf16qjQjJ9Qx+K6tyQvHi6rDWJOEy5WhEtDJLAsXqBT7lpSRd0LohBZvO6+nIyOQF7edPo6dvoDDuCBuvKBsuQO1m5P+mfOcBGVTWak7/KnGx3dguhLSSftPcVrAoUsQoKhBQbiq8MYoUZHj5IE0TWZlAVmWuLEmsU0GyRiZGEeWWMcpGUzc9uPkYymDW3DdiQnLrbGJMls43k2VICxK/9UxizSlClH0nBZmiKEMqITYoim6qGlUIdgUo/rkugLIM7OJtuZ75nwelE7esloTsp6JpCcG0fEX1XeFpC1+cF41Fkez01I4pooO0nwbuG4GSy+kIsvZy0hksisJUV9DpgE0ex36aosDjfyePYikKQrmMRbAE4tMQ6Ejyikqfm090p/dR16vCv0ncXFkMJOd6ZtMP584bN3wWT8INNm/GI0qzy7YoqsopNtkFEgrLW53iwEsjQzBQ3Nmj1LHdVxqZW88ooMg4agtInpYqH9lvk9n0Bi570ktXSoSkco0515mQuOtZgLQU68MoyBRFHqRBaMgQHvrYN9HgWql4LYo876mHQEw60YZeRCzsIhE6No4h/jsKtFdem7QYRSKLIjhtIbEMMgzfib9KQKIKP6rvwnwfFn63Mn2m0r5XQiTldpJGdMVrfqlK9aA1QwtmHZAo9y3lhE/xvXMablsw6umEVRj5XKXLYTAwiE1R5PstUI6UuHJcOwx5oR2rI8l72/WsW5XilquCW4/KysztN4VPfEpd90EmMkeE9FzJPuii3cwn6jeNre2orcq5t9dR2InSoKbp4SL8mGKtvAXZOGkyZCgFitX1grjS61yKwyJTFGVIKYINQ+qgiDp4vAKUDfd3+Ays2Dn673Xhm+SKpHBTmyrQswqqspA4IVkU+Z/5bj0TthX/ITfBeui55TBITLmWSTTXGiqiyW/eE3WBpqwM4brmhKvdSHUa8jtRHKswimXr+5BMKFCs7TJl8y5Kp6VDskwipCF8K+13nHuazJpFb8lnev4NCvek0VYKxGORVSzEpixWWK+lYeYjjWONVSjAxChyFEXywxK73CLFqmuJpu43XVHBXSy4Vl209Pyho/WjsaWdZE3kxmHUZ6abQ1hlptAyTtPXg8zNSVtkljNKrfjOEA1BznaStvCk2SMSYBhGA4AdADoAtJumOc0wjH4A7gNQD6ABwJdM09wSV54ZOi+EyhDlIPBrVJOAbabti1EE290pGD2WCmvpoiqFPqByMB50SKJGdVZR1GoUCbk6N0DDELeTe1uaOC/yZj7kuyhpdfBvyjshwpjoB60IVkkQUghNu/BaLPaoFkW8YoaSnmLxE97qiDLHqy2KLFjzibrTxnf5QiQyJUNSrmci+mkallLFjOH+awribNmuZzVVOcXlDDwtUbltOUdmicLSKNOulRrI6k9mvc59K21j6+PGlnbU1dC3eZS2jMf1zPvSf1Bn3fJKYCgGUPNJyxRRpud6nQrJex/R6ctueI4LcVsUHWWa5n6maU4r/J4J4DnTNMcCeK7wO9XIxl95I+mxK/Pdd13PwiusrNNl/1JEoURxDwvvesYu4vSlUpVSy4tJK7dKUWRKBK2c4Q/czAq8qjJGcT0r1UbEMKCVcMph3ku7giUMWFs1EXyxHLyG/YnUSZHqWWHlEYgMwdJCk7UkjcTCiRDMWpXGK9Qpy21bzEVsEtntVcIsO98wUyru0uCVZ8J0+oNOwQNAGsy6pRDMupsimLVZcA9y+p8iL13cvgzRobqdDghgUSR41tjage7VMjdEv6V4LhddFmC/18baEoC1spXxYkaQs6MgLTJIOchrnR2BDn1j9AYQp7H+TepAKGnXs1MA3FH4+w4An084vwydBKL+rhoDxZq/dxRukfAOSHuxv2vOSosfotjpNRdetXkX6mfOxo8feMd5vqtwxamSDve3uKbCziFJzD3tHfL6ueO1Bizf2EjSjotiFNmfzVm+ifvtvAewclMTPt3WLPzu988uRf3M2fjR/QvwydZdjMKJVhetHZawfs3ji7BtV5vznN0MUOBNunjtDtJ3H67bzv1ubGnHjpZ21M+cjYvvmW8zo8wrLO5+42NhcNSo+NF9C3Dkr18Qvrvt1RW47dUG7GhuF39caMB83sR/3v0kEh87Wtrxt5eX4zO/eQFrPf2HipeXbkRbRx6bG1tx26srAISv/xUbG33Pmts68NR7a4Xpf/PfD7nfIiHkv++vE37bsLERC1ZtRUt7B+58vQG3vLgMt7y4DC8t2eBLu257i5TnrU2teOHD9fhow07u+eotu3xpF32yDc9+4PJz5+sr8dF6/ruNO/m8Nu1s9dGZu2Iz97up1eorKzc14u2PLSPnRxesEfJrmiaeXPgpmts6cPcbH0vrFrDm6jtea8ArH210nt3xegM3JljloNXu/jbY2tSKv7283CnrzpZ2PPeBuF1UeHulVTbb9eyeuaswr4Gvi5ueW4qrH1skpdHcZpXplheXafMzTRP3z1uFV5nye9Hekcddc1bivTXbtPRE4+K9Ndu0vHy8qQkX3jnP+b12Oz9W2UMEeRwUEw++tdrp5/fM/Vg4XkzTxOx3P8W9cz/GY++I55e/v7IC9TNn45YXl+H5xeuVvLP8eWHzatfLi0s2YGuT299Z17OW9jyeW7weG3b4xyJnmcRk9tKSDdjc2OrMpZTb8rqqdcO/3liJSx9aiJ0t/nXn9WWb8IU/v4ZLHngHd77egOa2Dmzc2YJXlvrHhc6iSJTgrjkrYZqmc6uZDI0t7eghsSj69l1v4T/vfoL2wlpkZcVb8Rwy63+4f94q3PFag/PM2zdtGeyBeavw7mp+TD88fw1XP+u2N6O5Le8rEjvHL1m3s8ALuLKzcrDM1Sa0C3q5qV666qBLERIPZl2g37Cx0VmDbnlxGT4U7AMWFtbSpPpxnIoiE8B/DcN4yzCMCwvPBpum+Wnh77UABos+NAzjQsMw5hmGMW/DBr/QWUyM6N8dADByQB36dK8qKS+dGbWVVtf77mfGCt8P7lXrezao8Ky+0EYs2IXjc/vuJs33ms9NDMipGCdMGsL9Hta3GypyBu6a8zEAYMGqrSQ6g3q65RSVS4TzDx7pe3b61OHO30N6++sOAPrVVZPoe3Hx0WOcvysFYfV/cAzfhiP6WeX4/tHitgWAuYXNyhenDvO9s4V6ypT33aMs3i7+jMvjudPr0aOmEi8v3YjKnIHd+nQDABw6ZgBG9OuO+gF1WO7ZYNsnsSweensNjrzhBc5/n6Louel/HwEA7przMb5799vcuyDT+NDe3VBV4X4hUgqcO30P37MnFvIb2fvnrXb+frywkbHLtPfuvQCIx1sYXPbwQiz1bOTDglUIPDR/DVZuavKlWb+jBdc8/r6UBttcd8/9GN+9e77z+9zpe+DLB4wIzNfPZ3+A5Rsa8csnF2vTsu3H4vKHF+LRBWtw/RMWjeH9aGPf2/1eFmw8rnl8Eb5111u+OWjd9manb9oQKWf+8uJy7ndbQfF55K9fwOdvfhXzGrbgykcXYdaTizHrycX46YPv+mj88fmPfM9sfOPOefjqbW/i1pesfOoKJ96izf+vn/7Q9+yY374opQ1Yyh8vfvbIe9xvW5l0xA0v4LQ/vYZtu9rw/XsX8B8VFpVXP9qEb//rbVz4z7dw2cML8dD8Nd4kDl5bthFXPbYIz37gKgOuefx9Tsk7dURfAMBpU3aXzgePv/spfj77A3y4zvruo/U7ccEd87Bqs38MqHBDQTFoz8nPfrAOZ946h0vzm2eW4HZmI+gt1evLN+Gqx6z2dlJINBmrt+zCTx98F2f/7Q0pTwvXbMMVj7yHb/7zLS3/ovXmV08t5ngR4fAbnucUnr984gPuvTunM888Rfp0WzN+8sA7Tj+/9KGFWLbBP7c98/46XHT325j50EJ87575ws37df+x5qhZTy7GD+9f4HtvMha0UosiD4M7mttx3j/m4mu3v+k8a253FUX2/Ln/L57l6TB/G3DL3dzWgXP/MRfn/WOu837GPkNdBgVEvOthWiwuksbmxlZc/vB7uGfux7iEOdSzceatc/DWyi144K3VuPLRRZi7YjO+/Nc5OOfv1rigxeGRW81c8ch7eHj+GtRUWnPncRMHi2MUtXagu0RRtHT9Tnz37vm4+fllGDmgDgAwrb4vl2bNVms8X8Uokof24WWFf7yyAi3tHbiksA7YfWLd9ha0duTx5xfcteDEP7wsLe/2ZutQ7cQbxWm+d+984XMWE3frzf0+S7C+10ktrIAvTPHLowBwZoHONw4fpeXBxtcO8cvpSWFAD79sf9Co/kXLPwqm7dEXYwf1KDUbWhwxfqDzd5xKotED64TP7SxueXG5swbNenIxfv/sEl/aJxZaapYhvWviY4xBbDGKABxqmuYawzAGAXjGMAxuJTdN0zQMQzg9mqb5VwB/BYBp06aVdKX5x3n7o6U9j+rKHPKmiY68yQQGzBAXKityaJg1Q/q+rqYSj1x0CD5/86sYOaAOT//gcFQXlEsvXHIUXlu2EWfd6hdGDRiYPrq/Q9s+yc3lDLR35FHpvdeegIZZM9DcW1BWOQAAIABJREFU1uEs7tWV/lskDhrVH+9fexz+9vIK3PD0h9i9oJwQ0Wptz1vWJTCcMgHAxUePxW+e8U8C/QuLwIpfngjTtMqy7PoTMfqyJwAAL/zkSNQPcCeb3t2qsPQXJzgbvJxhoCJnoCpE2QHg1MnDcNI+u0m//8Ex43DRUWMw9vInAQD/vOAAAMAp++2OU/bbHYB16mTzy+KGL+6LL+0/HF+85XVp/g2zZiCfNzHK8/03jxiFbx4xGgDw42PH48fHjnfezb/ys2jvMJHLwRGm7vr6gQAsYbZv92rP5khsAm5bBwHhLKtY5U5QGXrf4X1w59cO9G3sWFx7yt648/WVSjpjBvXwWWHY+PnnJwEATt53N1z60EIlnYZZM9DekccbKzb7NoI/+uw4jB7YAxfd/bbT76JCdFILAAeP7o9vHD4K59/2Jlra9dZ2NtZ7TtavPWXvSPxRMHpgD6El2PINjRhTEI7euuIY9O8RfIHvUVMpVESt2mwpf3Y0t3HPbWsDFu0K669LjhuPG57+0OfeaY+Je75xEB6evxr/U1hIPPfjI3D1Y7xl3bINjU7eQ3vX4rHvHurbzLL87Tu8D+678CDs+bOnhGl279MN+w7vjZ9/fhKmXPeMcI5v7cjjmAmD8f2jx+LkP77iq7f2QpkuP3ECJu7WC2f97Q1nQ72lYLFhK6BuPmsKtu6yNopetBUsJR/6zsG45IF3nLKyY8JWCh4+diCe+2C9cF5oa7fSv37pZ/B//17oWG3tErShCvm8iYNG9cOMSUPx5xeWcTx6ccPp+zibPRYdhfQPfGs6nv1gHf7y4nJLsSGYEClj385/zVa/knLGPkOx4OOteOZHh+P0P78uNKVv68hj6h59cdcFB2LClVafEG2UAOCMacNx37xV2NTotzIDWKsuvzWCbSlx/amTUFdTge/fu0BYd1uaeNqqMdW/rhot7fo6klFgLYHsurb7GADsauVdz2SwqzVnuC5s9jj/aP1O9O5WhRn7DMXUPfpKKIiodR20Mm0oOsDwoj2fF67Bf/3KVPmm01HGiWWHTTtbMbRwKHjFjL1w35urmE/dGEW791EfAq3d3owjxw/Eok+248qT9sJxv39JmnbkgDoM8KxVa7c3K2WbD9e65ZaNQ8BvZe699YwiSw3uVevIizmJH86ia48HAFzxyELnYNdug+mj++OCQ0fi76+s4L65/lRLVjj7wD1w9oHW4Vz9zNnSsqj2NlQ0zJohzcNg0rBQlTutePDbB5eaBRL2HNLL6VsmoscD6llbiYVXH6dN157PY2jvWvzvx0fi1D+9KlyDKnM57De8D8YM6uk8i1NpH5uiyDTNNYV/1xuG8TCAAwCsMwxjqGmanxqGMRSA3ua2xMjlDHQraJwrYCDTEZUOlYUJrzLHK1QA+JR3sjHBTpphlESy/ESoqayQWhCw8JZFB1c4dM2CWUWVKOBkVUUutGJIBB0t9r0oULXqelbZO5aMaPFTBcS2yi9+Zxj+/qQyWY7rhhxrcQn2TaWnP8UX3LVAr/CbKltUVuScccmiImegplCnSR8qdxbFvV1PYctTW5UrSlwVX3s6fOe0c2p1ob9wAamZH9WV8qC7NioMfR11q6p05hGRgJQ3TdTVVDjjSRbXqLrSLZOsH9dU5lCVs9OIK6e2soKbE0Wk7PlcFSOme1Vl5LgD1P5VK4lrY/+sraxA96pK7pkXlP6oE2Brq3LoXl3pm/vc74EKw5XTVJCloczp7MGQam4LYu5fWWGguU3gvgZ2bpeU25OnqBZd1zP5uLSUfK4Lm0yvVZVzS+bv5ba1S9dE0HXYO//Z9Zcz5K6PTl4QjxmKm1VTSzu6U249My052zAMpVxFmYu8STryAsWogI4/biTvBscfWLhW3kI+CYzK6l30afKBi4NBxk65KYnKEbHVsWb42n0ub1rzRLfqCmU/rI5xv+dFLJQNw6gzDKOn/TeAYwG8B+AxAOcVkp0H4NE48svQNeANEM298/wWmZJnKA2CKgpkTaZryigKCW8/Ud5SxJzsRe1fQX2Ik+rObJmsfOg5yYUz69+oNzW5GemTBLlKN20RWO0+pxLMVSyztyRy3wS4ylq1adfdqGNtcvTVqhOyVW/ZTa0OqmQdeRMVzMZDZbEhd/1h8tGwZNFxE8mCW6vi4wCAETG4bJAeT6lmXRpS4M0AL6VpfXzINn1qpYvK9YxCX0k8AD8+EtoxJX7Oup5JaTMMGoYhUAz6N+GyYNZxrInlCG4MRyi/cr6R/C1LI6KzUxGjSMRLHPDSUVnYsRDeRMv+SHD57oJdOEPK4SjpmcmmcMzlSxs2NhcVcVkUDQbwcGFhqQRwt2maTxmG8SaA+w3DuADASgBfiim/DF0AqkCKMoGr1BN+yvaiZQFpW2oklyiTo//2KNo30W4vCP5NHMKbioQ3OGpYWDfpyMdrOKLix+w+XbuhiouXmGEinHKbs7IzNIqehEpvHxAH4Zsdq7xlBP07FdgbcmTXfedy7um9dOMryFt1YKHcQLP5sxYFHmsMcYBk698cMS6aDHbsm2Bt5aXh76fWM5HiUU9fp0h2rF0U/Hnfycons0pyvoMhzYhtJ5l7WlAYkFiQmfq5mI1jxD93KTYXAv7WaKyWDeZf0Q1S/pv5aOXO5B8xoh1q+ZV5/jSe37Budm1S3nrG8BeAF9+3mo+pB0e6sdUhULZHWeF0BwIZMqQBvLWpAp40cXbjWBRFpmkuB7Cv4PkmAEfHkUeGrgdncIhOGryDImWTe5ymqlrT5JTthoMK06H5j9DmXutRpetZ4d9Y6rkEbSXi21vaWBRSig11nEhbfw8D0zR9Vl1BkSNsIFhQ+gGXXqZUYfKXuU7xdOTzMyVAvN6y0LOpFXDUYXotivg0nJWFQ9ebj82zWonh0NEch6usCfLO5j36lGEQ3FusvChpLMjanGQ8oLLe9LaLUKsCcqXIN4MC5ReBnpCfAGsJZdNP5kaQpLk9j9qqnHJMsTo+neujrp/H0T/LEYFdz9i/Ta9VoeQbTrmsJ+xVcre059GeN1FHsChiFZUq0IrNpxLeTEtQMnutMlm5IlaZrAzRRYvdqaCVm2x5mhk/hiFeg5Le/ybn1JYhQ0SEsigq8QyaMn1VWYBqjh8ngigaedPPCKf7oXqH4fkVb13Z9RC1DVgXobgWLakLFaNcCL25KxJkeZtw+1WQumfbnw1EGxZq17ZCGk8eec94UFkbyIIeB+FP6+4EvZVZ3kTBokieBgAgcE/zjjnVGHRPur3xNfxpWP59dAr/evtG0KoM0z9U/Dl1I+3X+vzsuhAqLlmrGUMch0f0raxeKjSuZ9a34kJRFINC2poxJa0jg/tH8r3B/QvwZWlu69DGpGL5s5TNop0Hr8j0pvAqZ93PMgkoCFRurKxFo2yO5dwEPW3RVLAuU93yxdFxlIfBZhldm4tCFAnpeBVFnpk2anwwFWTjKa1IW8ykDMFBttKEO7RViv0ke0SmKMqQWtgdn2KhkLbJPc5Bq1sTuuqiEaXNvRswFS3uXZSqNoN/nkTTWtYsfImDZCPjybbSSvqKZF54VOeVVgHQNJkNsypdCCE86RBRrFsUFXwwVz4PZfmJZVFtaoGC65kqDdcWEuUCqyDTWUEZ/CZGZB1gWfrIFFvuJjGyog00GrQ06kSUTaEuELIjFCu+9ynvJIllFyUEjTGjKneQ5pHHTNJbUvHKLTF2tXagtlKvGDCYni6zApP1X186g5auKyOKizClf4nSNBZuDdVZFHnHm1pRSeDFk6adqCnyyvneuU+2hnRFdE2Jv2vBPcAgWvsFOPwOikxRlCG1UFko+Db6TqLSTqFdfQEDgteBVHjWEIqikPDlSKAV9GRZRiNQ+oj5WTS8Y8W/UY7Dqiv2GEXKvMoblkWR9XcgiyImaS4Xxwk+QQnvtTDxKDEII0eehqAI0QlJrBWPDB2mWVAa2GuKZ2Nu58VtTNSWH2zeLh1XCcJbFMmt40Tg3RKjKTuDKptkSgveTUtt4aCCa1HkZ0rW17xp/BZF4gLqFXryumX7hJ2KsuSokshcBwBmo65gmVOSC943t+dJt8GxlqQiF0uvNR2lbjLIYXr+poxjnWJE5cJmwEBjK01R9P/Z+/J4O4oq/2/dt+Tlvez7TlYSAtlDIBD2fVURFRVUBkXHfVwQFRXFBZcf4zIqw7ii46jjOgqiorIIgrLvsiYsCZCE7MnLW27//ujb3VXVp5bu2/e+e1/O14/k3e6qU9XV1dVV3/6eU6kKWpBHwUPs5p3ZDRrQXc+Sd1ARcCmXGIx6I3Y9CwKJzDUrQGsJJooYDQv5QTGd8z0+mNHsl2yMI+HIV22ASO+yLAubLGiU+YfyZVqo/1aD6ON92XOXk7zIGldkIGFcOAeBohrJg5Kgdz3LAj/XMy2PVL5JEZOkDYyuE36LbrcML1KY2Nyi+stBHFOJtEEoTIyLY7jVVqEdg9Ii5eJEtU1EOBUTQL+4+COqXd/jahqHCjBSu+R8L8gw7mQsKcgyXbcXsWpTjxjqn7HdlLaR8nb39jsDWQcau0CNQ0G0OHE8L/rpRh+PawGf59NMDlrGJMm+mZhN0uhE7q69FdcznxhFyP8eSruMqej3VRRpL7Ow+yXWfHY/zgLz0ND4vXhfXOcMNvj2Mt90tdq8BGCiiNHAiGMUeX6RYDQnzIoie75qXudZZJr6dsJ5Ie8M5gu9vKL6fTpwZAEkmGGBXTSyLp4bdeKXTPIzKIqkv13BrFOqi8xqNlp9k5Xgsk3I9cVAKo3vl26H2qVcDoxuSIoduTaE0iJVP119I9VHLk5uQ31RRl1iojZzVtmKRN+UIU+ORa0rL5WGMpVllzvb7wjmGEX+xKWLhMz0/PpJ8KwKvOgfipDyiVEkmTEqKQKoqjgr+cVzsUzQXb99RiXXc0WNobHrmU+MImluYlW05bjX/QRP5GNGJyqLdj2jPpg1C2pJCjDqA98+XA4CRW1KzhdqPMdloojRsLANhabtzRtm+GyYitQfWYesgVAUmV0XzeVk/fpMYSBcz3SE15ooFopC1KZF7XpmdieRfjgn0AMLo/IC0lf7HPmByI2lura25Xapb8KYP/Zg1l5wtIHrHlKuMzrKQRivRhjSyK4MRnewOI0PUakFYk2dRVweBdk9S06Spz/bXM+MKhU1lVS+vQZ+8QTNRKPsVmZSq1GEu6lWJUeMIvl+p9wRvdqGsG05Z3vXye4FLrumPtrd24+hrmDWUlmlkvn5tV1zvDBJvUetRe/DMLKQFvdTlVym08imVDu7s7ieoTiyRLfjqzBOxSjSiGlqQ4BaEDzchxmNAPnjRLyJAUzvxNqSnUwUMRoWJcMEzoaBDuw8EOqFZn+vmb6aO2MUVXHlepE+lqrtWnkmIFmUT942LOeqgUmJkRfmXc8ktUsT9/4gyB4bSh7fwl3PaLtFQjeXTOjddY8mMOrX4EA6Z7fh6xJhI0OAMEaRQgqY4vAoZauEhs/HCDV+U5JSia+hN6hFqVRyXJcLiQub6by/LdU1yWDPw07kieIM4msk7ChFEZ3W9Xz5kP/qeFM9qnFfo1VYCbp7y+hoc7meqfaoXej0vm7qs2H7DTQdX39kveLq3OTd+VPPAwR2Rq5n7R6uZwW+M/T+0O9p3KkgJ2IUVfMpaN/rtYxmRKTudCE9zy/uoWaiiNGwiDo+9UGilg9FEShy8uRcTDX9J5B8bVWVokhjp+yuZyGqjRcS2hh46EEws8L19b6oEEU2V5BmRxCokuI8KInq1VtZXIWo8gH34llAGF19BAogYKVyQrvpssrlAC3CpiiS6+tOA0MaGQrpJBNlCKQvhDTZpyqKqmsgWxv7XBMdv4m+8Gp3KE3zEXS/8YXxI0TlX59g1mrZ6aOpjw7OBS9t1+n6oxE8VDH+rmdhISHZTLRxpY8O9Ie3wYJA+9vnY42ah7pH6nHd/TZSFHUO8XA9g1vlGJ6zK/Qo9BMTAsoMueuZ5XyRaLp+3mTVZaThWrOS8xnTx8EC60WBiSJGw8I1KSXz1KguvhgIzqbReKKsxJVrMl8PWBcvygQ9fw/Lcz2+20DnRZExj+IFdo3vnKweqYboqAdMRZeDsJUyK4qkv10xinxgu1ciGYAVJDGKKsSpg2Q1L4R8bp77mQur4whmHYQxilz9xta3VHclW13S5EzarSKxZTJUK1cQGWq9XAofi8LEcZwskyjOR2afBaa4VJRbmbUsT1I0TGN5prxtGPJHbSORxPK17PFyPZN20RFpYj+AROJKeaj66c9Co32wqweqmRNYFW3SY+J63ig7Oysxiob5BLNWnjvz9ZCKNoLgkUERRSRZSpWnqDLT+ZuN3ykK++hlDyr4qgQDicUNxwLqecoe/zQLmChiNCyilwSpKNJ+NxpZUhOXniZB1lth/JpTw3uadukyF6bGL8lfpo+rjY6a+ODXaDpvUwAWW45/o/i4ywwUyjK7ZoCryravrLrpzH3PcNzHBcuUB0iuqRykvxqn8nn2VIXESJUdxG5+xu2+YxettIJH15yI1BGqPsKYLk1Apa2Upa5R7ZhTseI4Lx0zkAI+dfH5SODqP67rDslHv0YxbpQglWGMCaQpeEzIcn9siowkRhEN9b7Qqbp7yxjiIoqUW2Qhmy1jZ3IPBXmcocKqPHT0H6++TiTZvbcfJQHnLnhC/7fgOQdFFFFIE05q7yp61zPfejQi9lWCrFlR1Tscfv28iDAVJjBRxGhYxK4NGVQD++IA2gTvNSvMiiL7hVXzQs+q5ACKmZQ0QveUXc9q4SJZz4lWs3b9IAAQZN/VSu62efowWQ9XGkM8n4h4cZkQwnCfKmoh10LIfZmJwkmuX4RonaIqiuhrUhbH2r9KnUzkQkwmqbZkI7LKyqQwCRDE97d6d1fbFtxpZY0PTPfcSy1j7XSG+6IdTJOgtDXnItxYsm6H7lskbKQAspFpWdPs7e13xigCknYJxx/iC7WWrlnH2UaB/Jz5un6reegMJhI3jFHUh64hrV5EU97dBqn8epq+cnrbM8NjbUWzz3MZ+y7y9N3kw6vkql7/b+oAmChiNDCkiBI58uw7aDS5d9ZBMe89q+aqsyjS5EVkNb2r0e4TkG8RSuWJtjoHaj+hs8r1Gwy2RWG5SrlwqUR/ZTUGASeO+XzpThMvqsLOvmNgeI2kXNrjeZCVFtY0MLvJRF+0le3qLfZcZJKqUjMTG7av4a54NGXpuqtzdw2sqi06Xg79W1Zbme65zw5HOgmhw3XdJHFnsGVUFKmSIgNUAtJcurt+rvPyV2Or6ihOk1yDbM/P9QxxaUIkwcX1RJS6LjmdjAH7JDJet9nV1fw2k5V3xsdKVkJKNyOKUeQTyDo241C0hfUl8jps91P9i4B+jQLmsTYZi4vvgI03S0tjX1znDDY4P7DF79ra18UFJooYDYtMiqLaVmVA4bNQama44n2YUM116wsI26JVOVONhNRXQyoXp6XPUzw1maoFaRXvUljjpzGrO1kjPh4BUHGHypYvtetZDS/ORNO7FvpGQ5oBP9czzyKEm9gqSYoik2GKEtCz6AsYpb4SmSSPMYrrnYGI0Y8VsQjKMob6lOZSmPgpiqLyiHFJbxsT6enZNPqmBTa7NsLTRoJncz3zVQvZE1HKpL7+MvrKgTOYtZzNHsyazqP/3mfJIgP8dms1K3B0+MyPqDS79vajyyOQdWzDt0JEPdRxRM3fTymKqDFP64e6W6gSo0ihO/MhT2DuRgE/c80F8n5l6GdC+tfn407RYKKI0biQpHepU9qDJ29L3AioZzWa4L1mRV6iqMgyfcqyfWH1Ljdz+hp8MQvkxVpxiKWynl8Qc5cT/8cn7cAOCLZuVa6SDBBCVL/rmaWG5ol0orQQ8CQHrHbseZ3BrKN0BkORoqhFJF/dTe50cYBuS32psqk6y3bk+xQgkYYI00Jddq+qsguHJBptxG+XMv93q4+9suW+B/JxA6kiK2sQJ6Ur56qyF+lnSWPLR5dnNuQzFsRqK5Hue9194cCbxfXMplaRr9tXpdgM8V0KQUaizDxO+Kn9TM1qa+1dPaHrmS+8+h9F7jreAGQwayKPPm/QnzufdUAW7DN9ldGUUFxJXfMFpJ/fIns3E0WMhkWiULDjHT+6C9+5ZW3N6+ODgXj5NN4LL1t9zAFHfb7M5UOWQXXj9u5KnuzlPLtlD6574Hk889Lu7JmJMosIFP1/9z6Hd/3P3aT9ahDdx15Ca7520y785t71ePzFHbjv2a1e9nr7TWqCpNKbdu71shUEAf7+1EteaYtCT18Zz23ZQ557eMN2/OzOZ7wDfVIoCWD7nr7U8buerrSvToYSNlLqG3KHmkC5p0mMorD/7O7px56efrKOsYhOMrujshuPn/qE3v3rhcozGaeRLnZHdx827kj6RV9EFJWSVL++Zz2e3LhTqmf6C7V+7+L6Some3hw+109t2oUgSEYkWeEEAC/uUPtpdKqvP0B3bxl7+9T227G3j1wYbe/uxWapz+/p6ccXrnsE/337Ojz+4s74edje3YtNO/dW2j+9vHt4w3b1mpCNtEwrTALc9fQW3P/sNmOe7d29+PL1j+KR57fHxzbt3Itte3qVdHJtb3/qJdz25Ga1/yFI1fXpl3Zj7aZdqTLlXc+iMXhPTz+e35aM6VGKa+/fgOsfeoGsuy0I+t1Pq+OZyfUxKg8ArvjDP5V3gt6e27v7cNuTm9HTl37uAGBPbxkbKtewu/LsdfeG/1KKosdf3KHUMLrm/iDAHWtfwm/vW4+nK/Xp6Sun6nPL45tw3rdvx0u7eioWkutRgrYbHuq/PbEZd6ytbvwNggC/vW89XtzRbU13+5ObsWtvelwsEraxiyY3k4Mv7erBfZbnBAB2dPdKCkZ6cRim66ukUfG7+5/HbU9u9nI9+987n8V9z271chuN+piMu9ZtxTX3bYh/6zGJtnf34YHn7NcbputNjQUy9vaV4/tayylvI4YI0NEoH8QZtYNQ/vYhcWsHJooYDYvI1/7lS6emzo0c2h7/fc19G+KJb2e7v9S2Fjho6kgAwJLpowqzeficcdbzI4a2FVZWERjV2e5MM25YkqathR6GJo3osNqYP3F4topJGN6hTqAWTh5hTPvVPz9uzEdh5X6jld9v++GdOOILfwGQXUGiT3jvenoLAGDBJP9rP3bBeOX3h35+f/y3zxfHI+ap/W9M15BUmiBIFmXrCFLsuCtuxLv+524cf8VNOPM/bvGq9/UP04u2xdNGYvPOcMFyxR8f9bL1k388g7/nXKi0ZvUPq+BDP78Pe/vM8qrt3X0Y02V/Vmwk8LbdvdjVo/aP2+XFZY757p2V/gWobkZfuO6R+Hi0npAnL6//1m2kvVFD2ypfwUJEC/TIjr47mA7TJRzy2T8pv2WlxXdueQoHf+b6+Nx3/voUAODB9dvjdLc+sRnH/r8bk3II14lP/fYhxbbsMrV1d7igOf97/8Cd67bgmC/dgB/etk65X/K49t1bniIv6juV49/TPnRs3rk3JkrlRdgrv/k3rPh0cm0HfPw6fOOGJ/DRXz6A46+4EedcFd6H1Z/9E1Z++npj/zn1qzdjy64evFR5jmQY46lAGr+0NHc/sxVnfeNWfO53j6TyRVh86R/w5esfw9f/8gSAcOxZ+enrsUq6V3J9I2L3nKtuw2/uXe+s39FfuiF1bP+Jw+K/j/jCX7Cjuxfnfvt2cgy66+mtePPVd+DGRzcqx20uWHeu24Kr/7aOrlAFNz2W2Js1rgtA+E6J3glxOZV/o23Nz7nqNvzy7me1NGGqm7Q6AojJWoooOv6Km8hreGH7XqzdvBvv/NHdOPHfkzR95UAhO295fDNufmwTll/2x4oN2nVqD0EkBEGA1/7XbTj7yr9hy650f/PF1/78ON75o7ux6jN/Mqa595mteM1Vt+HAT/w+dznVwjXsrv7cn/HJ3zwU/6bmBEdKfUMI8weiL/7+n7EN2cw1929Ad28Zz22lP1TI6Okr466nt8YE/nYLWfPYiztTxx7asB0X/fy++PfvH0y/t0//2l/xuJy3cj3t0hj5w9vW4WBpbBNCpN690bgvE5V5sVybp0VYOp0+rmPGmM78hVeJgVZKM6rHa1dNt56nxgWT61mtfc/8dYkMRp3RNaQVN33wGEwamSYMxg8fgiPmjcPNj22Kj1157gqMHZZexNYTR8+fgFsvPhZTRg3Nlf/xz5yC7/9tHYYNacGenn4cNX8CZo6lX0gPfPIkPLVxF8YN8DVHeOCTJ+G5LXuM9bn/0hNx25MvYXdPH05YODE+rvvR/+vRc7Bixmis0QiKez5+Anb19OOpjbswtL0FS6sg485aNhUX/Syc3AzvaMWR+4dkyr2fOBG7e/rwxIu7cO63b1fyCAAHThmBa999BHbu7cOr//NvpO0fX3go/uvmp/D569RFUx7ll040RG4F/3neivjYQ586CT+/6zm8uL0bX6uQWu8+bh7OPWQGAOB9J8zHmUumYvPOvXhy0y5c8qsH4ryTRyb99E/vPwp3rt2CjvYWdLW34ILv3wEA+NKrlih1mDWuC796x+F4+dfVxdbYCvlHkU/VKGd0HLdgIm58LL1QMiEIgHueUb/6n3/4TO/83zx3Bd5y9R3e6SP85Z8vksffvGYWvlUhL372r6sz240wsrMt1a6PSyqZlKLIo/9FxORXzlkaLxiCALj2/udTaWWXprs0VcVR+4/HHWtfwthhQ5RqbN4lKWuC9O5VeeC6qn9UCEIfVZ+uBFLKkdpvt6SgeqqiZLn7ma04dPbY+Li8CJKfCdm9qrUk0FcOFAUUAIzoaMPwDG4jEaLF2C5Z4aVd09uPnoNv3PAE9vT2o6ei1PnsKxZ5ucBEafSv7lG/uexlB+La+5+3KghOOnAiHt6wAyOGtmLjjr2pMY6Ot6ISoq5+M2lEBzraSjhwykjl+J6efty5TiJDIVK4KeHyAAAgAElEQVSK1gfXb8NR+4/X1Fbhv/ozFLXzmw6biSAI8P2/rUvN2aO6f+DE/dFXDvC7B9LPktyeMtkiKwZdSodIlRYRRfd8/AQc/JnrSWWmzwLb7yu2mqaHIMblIWpPbz/8luFp/PkRejyVsXZzWlVWC/i8yueM78Llr1yMV10ZzhNKBOFjitG2ZXdv5vkCdb+e325XX1GYOmpoPKYViQ3bEtIqurKbLjoGvf1lHPGFv6C9pRSPR0DYNq0tJdz0wWPwqd8+hOsffiEmUeM0VbxBzlwyBQsnj0h92Dxr2VQsnzEq/pDwlw8cTeb/zbvWYMkn/xD/vvfjJ3qV+8hlJ+OJjTsxd8IwzL/kOmva2z9yHNZt3m2cazKaC9NGD8VV563Exp17ceQ8lwAgef/LH8JMyBNOwxdMFDEaGjMMJAkALJo6UiGK5k4YZkxbT+QliYDwxXjBmlleaYcNacWiaSPdCeuEYUNaMd+idBne0aYQRBH0l/0pB03C4mlpEmhUZztGdYYTmWrRKi3iVkhflkYObcPIoW0KgRLXsxLjZOEUs/oosv2vR8/BjY++iNueTFQsSvwNT0TJxw1rx6adPfFEc5i0iOxsb8V5h+6Hpzfvjomitx89J14wtJRE5b4Mx2FzxylEkYw544dhzvjkGepsb8Hunn50tKa/UC+dPipe5CZ1bcCvXIYXbJY+1N6aT3hrelFfcvrCmCii+hkAjOhoxfZuu/tEV3urVarvWx8lTeXf6WM68eD67YY0bkMlAcyW+pItvo/tmfAN6iykf/WS4l3PSrZdnJK6pIsTqTTO+jgmbVE92ltL6OvpJ1vUR73oQuT6J1/3zLGhqkV2bRvWIRNZJpdP87VHw8DCKSPw1KbdVqJo/qQR6OsPyEWsqWcpgWwD9z1oaxVYPoOgJLR8tmtKsphHtqhfn7FkiubelcZJB04iCddU3aRr7el3k2gRunsrMYoq49Wozna8/pD98L1b16p1hicJJMzp4q6jtR91/9T4XLVFLXbByoqoT7xs6VSMrShG43Esb5wdj+DmWY7b0NpSvzaMPgLPGNNJ7AwZYsbYTpyxZLKiMC4i3IIQAvMIVXqpJJR3V6QC1DFSUvIP72jFyE4/ZX9HW0uKwDZh4ogOTBzRgZX7jcYd69JqX0ZzYXhHm3P9EME59srHqqmUB9j1jDFokNNDhDHAGOiXnu+cI2s1qdhLVV9q5P5C2R7AdlSasMYy2CKusxEWFDZkCWxrhA8xlAq6UrGtHFITKUF+LUVTgXf1AK2ua/DpSeruP2mD0QKkxSNQNT05Sy9gSDIlgPJ8BsopabEsVTiOw6eZK+wJiuuTHFJd6WgXIlddqBhFoQ2VVKMgKmX5BqqW7Se27R0nIK47zCW035YYeYGWEOnrosjDVBqlf9rrG+ZPfvT1B2QaCpESaajkfk8GDM8wPmcdJgdiR56BgM8uqWE/F3H6rG+cwPC3qQ7UvWqk15way0qte0k4xgxTTMkGuj4Gw4UsY29JeWeHP0zxykzvzaLARBFj0KDRF38MPwyWiWWxUtBkwulbXrWQvxr7lGcIXzLgoNqs0UcK37asNvCmWT0iTetNRdiYIumUAN33y4ZA1SY7JoQBr4UxbT8RzDplQykvA2OSSkInSu3oE5FoJjueSiof6HaERE5Rux+ax6mkZUxkSEICucYpYW5OkuyTy3LfiKAipUoRQzma1BajKE6DpCy9flmUaHoZemBgG6hg1iYSzPe5cyXT1WoUFEXRYHm5SzCqebR+QxI5Fr2aTHa6dhM0ubA1C8IdPFMHkz9N+WpWo2xolHowGhN51PZZ3/+1XP8yUcRoWujPBSuKmhPNwu9lrac+Sad263EXqv4sEwu7OKk8sSqwTX2l8SL5s2FgmmpmGSsGonv6tGVJCHtb56i4THSYyKoiVD5yGmv/8iSTkrLSxyJRRqnkXk35uZ6Z250iXuS8cho5YUq1VRDdSllJyB7zLm2KDSVwsYkMCX+XhHtKLGBRdhnyWNaQ1nLSx9J2fHbdTHY9s0i/nO1nbxvqmZfjC7l6ROJ6JhNFRH0cdpIKmWubPLtN8vIuGLZxl4rpBZjbysf10fVONfWsXAvUzDmyI+WKS5DLcj1Sc6kGmmMA9X8O9tXnrlmR532uKIqkP2jXs9o+EEwUMQYNGjJGCsOJgb5vvkNsEfXMayGaF0RfFumvk/LfxbWpTfWgpKvT5KWIr6eDYaJlct8xwcctRHUrM658K2kcMX+kNibl0g4bsR0HXGqgaAFSIhQmSRrZhqEcQ2PTpK1KhOmuU1EeGyFYRBcNKgSubKtUmfWVlWuW7xUNa4yicpLGZkNJk6E9bYtIWzle8YecaSwkWuQIJ/d1k+rIoz6yTQDoS8UoMhtIXM+SaT2V3tdNQVjKowhl/XgEVVHkUXAVqNeo7nMZ8k5kpja394dsjdXormcyUsQvaPKI+lu2MBje4z5oMF6MUQfI72SXApk+V1yvYaKI0bQoQlbOaDw07EuxWkVRjgvT+3iykCe+lhfc//N+paiHe0G1JdRDfVhNO/gGcE5PuG2kC03W0OVLaXIufGUyhCap/NrH2RKyWwelKIpczywxiuSFh0vVYrtmSjtCL4KE8m+qLQp8hML7JNcnKVMlyPwfCpPKrFRpY9utFchOxmWObWUiodJBi7xiFMUprK5nbpjVdQFkl8AIvRJRZFexBLHr2ZBWOkYRpQxz1rfK82G5XkUNGtBKtBx2ZKLZldhwIxppSmx3m6djr0Qwva8b6frqiX31upsVuT7cGohS6imp9RjLRBFj0ICJoubEYL1vqRhFxLGssHsapb9AFAFfyXysjiiuaEO5GS+OWlhmsDEQ/dOnyND1zLZ6zF4uFXg37RblY8ct0YkW/FbixfMaor5PmVJ3PcsOWRVgKiMCVd+SEE5VBUW8FKIoIo4l6kRZESPlscUXitOox8sZSIjontsISB2uGC06ItVW6rGnystoV/mtPC92wsm3HLmM3lTgFkOeANjriFEUmfImaD2eS13daYpFNthga0PTqbzxooSg21Afq+mPR9kHkVqpdHSyV0ZJEHHcNI20yVYjoN5zhME6Z2YkoMhRQX0dhN/Hk6rqUjvTDEZtoT8Yphcxo7Gh37VGDXiZtXvR/bG6PhpYVh2KVLuqUqKy/G3JC9tGci8wSXabZ6SwfYWlUmdbwJjdf4SRFEjSOKTQDlVStBOQlXjxiOslm7aRDKGiyL2YN8Yf8qDIVOKlQlCJ9A5oSdsGSvmQjhfhPhq5vChLrrgNAvUZtxB6SZpIIRGQaUqG8zLCQOnma6POpNvP0SdiEtJBWsE8ritkCKH20dPox+T6hmnMdTGNn6rrmXnnrACJ61lHWzKtLyn1yjYw+7jl+aCeb/MBmQJaCCDZzZJ0DYNZbRAYf2SqRsPA9ZHLtoubvmj2UXfWE/VeezTIZTNqCEoF7Mih/CpyHs5EEWPQoFFeGoxsaBY/86y1TBNgOcrUJ0jEwoQqr8g2dS2kkvKb4z4CjT9WDFT9TKSLSRHj53qWJLJ9VXbZsaaJCcF06iy7noVuHnb3p1ANI7WHo856+lQC0GUW1QfkWClAsujyvY+KLcPx6Pp0hQldn0oeyhXS0Cf0/udTXx/3XGEhD235qLKc1+1hJ0RyrX39fg9J6HpWCWbtUhR51sNGtAVKGlfd3GX5oJE+H2W9pkjhRsGnb7mKM9p25Csqjw9cOyHahkijqrlB5hy1rkWjfjxl+CHPu1wJZi3Nb7KEECgKTBQxmhb6s8eKoubEQN81fyl+tppS6fN20ShbHMzas7yBQK1fWj6LUaeNAe911cO2+xYFKmnalYZwRYJO8HgoJDQSgnrGgspJXzvmNLLbk9mGbVErx/5yl2lePMd5pYWPvjsdrexK2yoCsZpFdkut/F0OfN3giPttqG+sKLJcQKRUMarMiJuktB9s9zFQ60yUrf42Q9oTTnKr1ZRU1nxRnczly2kEkb5Hi1Fkuu5yAHT39qO1JNDWIgWzpupVQOeKxwCPcVQhVWv8chiQcT2g77eiyAqyv58LaasGes3pqkAZQgjYvCxTiiLmTRhNhFwfiZV3duVf03vToFgsCkwUMQYNGuidyMiAlGpmYKpRONIDd/4r83HrKtz1LLZlltarByr5ajyLy7oYoBaWWV6qA0Mqeagc4OcOFYEkaxwL+igfqXiBZeErLfhNV1IOzK40cv2cigWpDCppf+R6VvLRfdjLkesVQVG7EPlKIn1cWj+S+WTioBpQdmJFEQKSDLEhUQOpUHZjJK5XtyEsaah6+I4pSRweP7VLVlAugoBalo97mrUM6W9vRRFCRZGsJtIL9SGslKxeJbtTFvU6aNT5nYng8Hrn2MhryY3V1f/NipvGgY0wDMcknTyi/5ZtNci3sQGIUdQgF86oGbLeYj15kbNwJooYzQvtSeLBsznRLPctay2pr2BZbejpkwUZoVaS/y6wSX1s1TqYXl4YSa461yMrfIhBXalSBBRzUh10RYcPVDVD9G/aUBFL1liaTXRCedczkyl1UWYoxLTgJxgkNbC8SAWj1etJlVnYuKgtRqO/y2WaxLDHpKIVQ4l6yk1CWAlGQ9m6os2c36EusyxGTVBIIEc6sk7ReVlhQuZPiNkIfVqEX5sibk9vf4ooElqaqD6+121CYEhDERoqkTo4PgOp46GuMpP7oIiPmZrT53lxxTQXoMeLfMGsM2fxgusjl36N+hhK5iuiYoWgvjVpnOtm1ApKl48+ujk+wtQKTBQxBg0acaHKGDzIzvBTE7eC6uI6X4eHYaDk33kuLeVyMgjGiqyTBjqtwW1C41QoNY2PK1dcT9LNyK368Lk+Vz8sS7ueuWwIEGRCXJdASiPXkVBbycSMVkda2aUvNouBfF1J3ZLFq1xHV6DvMC9dTkIGuBmVhASlE1FlyIvIQCrGlC4hMhyLcFvfo1hTPY3nsagsU3HyvZCvtVdSFNn6RBCEu57JgayjMhO7QSWtX+/K4lqalEGk9SqteWFUkEEaOwLTxx0zeZg1nhspWGqg95z7o0eKKaL+DG2ZTgwQ6t3Og/2ZGmzI0z/kUCoi/tdsiF3PGAzGPoNG9T/P6rZS0kbXXH7KsftO+K/i4lFrZKyvPCludNSFSKsir0/tirgEs3rEQ/FieSJkhZkcgFF32XJdgo/vvcvNLXY9E+5FmU1RZDqeIjG0eoRfy9UFvxy7hLIdeLSNLwQEuegyP6duAsekDCmJiMA09/6oPiTJYmp7TYnmIlwCG5uk18WZxkxuqcRqWhGk/7YqiqL00rHefk1RZKhvOQjQ3ZdWFMmLDdlukaOfSig7FEVVDIo+Weu1YJev0ziGakq0rHUzqbZMZZHHsxVZU1jVeLCrpvT4o80wx2AwqgEhKAJg+tCUzl9kCIjWwiwxGHVGI70EGQwdqcU2qt/y2jb212ruZJyEagtHSqlQk/pkTE+9MLPYGIivsl6LAxBfYS3wS0q4TQTqcd8So77uJmccqg+vssyJowVIybLrmQ9klYrpaz/VxqVS2kUw/YWcUBQVpT7U7FABp8Mt62mosW3SxwDVJdatdqzYIdUn9Bjpcr1J15UmGKudOxvVQjZliI9dg+JMjlFke9YDAHt6+jHU4noWK4pQxJiW3G/laBaJ1SCB7lZqulzTZis+VKXrnepya8yG2rzwVMJQvR4h0ju7mRbKaprGWAXUuxaNcdWMWoIaL0wq8iLWFta61Mwyg8Fg5EJ9Z5a+i4fMrmdE+monc8muZ/VQxGS7D3VTFGW49CR2jX7c30jDTsoMkwYziC9R+m9FIRGlCVQlULRql6UWKbu08iLQ0hSh7KKIDBmx65kw33c5qLMOPXaMnoJaAMkLH92tgor3RCu2qge1O1UcoyhIglkrqhCLyswUq0eOUWSzEZbv2JKeOpVSZBnuI9EX7HGBzOeSNFLrpa7L/UxBeqayotczRlE5iIJZm13P4mewgPed4l5lUC0ldYP1vC8yEcY1hvWDjfTMyTG9qLrZ3XezKbFo+43z9qLGvQihkjNNHkVIKYpiorLQKuZGo9SDMXigu69nSV80mChiNC14cGY0Mry+tjptqL9tcvRaETRZA8+m0zXeJ+W6DB01vmyTKqMQ29oCRi5Gdn+0qlAkko78CmZYPFF1cSeK0qYTq7ue0fByPVP+tius5HL0Xc8ogsyDf8gNnc+LFUVyGtuCVbFFJ0q4Q7eyISEgibIM162QDRa3vCQOT7q8rNAVV7Y0voSTsSzJhlxuX4YYRZTrmULiKC5wPjqW7C1HxyIrpjM30luEGg91qK5nNhdaeztTJAqVJrvlbLaqh/kaqI0ZhOFvh6kBQa0/3KWI+ZqWxmgEyGO0Oo6n09LjbnFgoojBYOzT8J3IZp1AUbFz804nqEVEo8GkNii8nIwye1Kt0eAkc/wl2paGkOvb4DPB8Fm8+7oBSdMc78kNlcY1CdcJDx39saLIj8QwjQdGUiAmJyRdkrS4I3c900yk3VcKUluBIPRkRVGGCaYtToK+XbW931ba2bTAJo7pxJyL1DKlSSsZfAgTVV1HpiGUO0mZ2UbEKH1rSRAxigx5ggB7etJEkZomsV9tz5L7uYPyTJF8tcRAjOu2MVQoafJXjh6XzQqc5FjuIguH2g/UcwJmws2GBro8BsOJrF08VsTHv809nhVFDAaBRvFPZhSLRiZDskDvnTv39nkvsk22+vMayAHXfdAXR66ts4uEt/sEwgnqzu4+9XiDDx1+MYrUxcLevv7Mbb1tT6/BdkKq6Ft0J+6PnioUAeza24cd3WpZVKDql3b1JK5tsC+yy9IWV3E8JOl8tMiO0oWKomw3fuvuHuzu0fqOZmNXT39SX6K6JQH0l4Hu3v5Umuj+7e0tK8+2j9rKZ9Ftc2kLAn3BH57ZursXW3f3YOvunkqfSstztu7uVfqO6rLojp0lBLC3r5w6bsq1a2+/4YyKvso9D1VHlT4hdTKfxahMqJjOxb+lv5NydBKtcp4oa9fePimNOn62t5bw0q4e6Zrsdd7bVyYURcnf3X3p/meD0c2tHEjXpCbavqdPufd7evqxbTc9xkTo6y9je3fY53qIPgGEz/LuvX3kObleOz37SbVQ3MJS59Lp9/T0Y29vum7WMVTqN/nfoY3zopNJT/3ZKgmBLVo/sbnkJeNW41xfPbFvXnXzIm83tX3I2d3TF89tar0q4GDWjKZFW6v69LW1MO85GDC8o62u5U0f3elMUxLmYJQmzB4/TPn9uweez5QfAEYObYttrd/Wjadf2g0gXPTqaG8ttv8vnDIC9z27jVRGAcD8ScPxwHPbAQBjhw1RZPYyqJfY3596CatmjclVL5HhXuzq6cd3bnkqdVwnjmwYMTRff9xhWdgMbWvBHmLhEGHexOHYsK07FZxWxu8e2IDe/gDPbtmNKSOHYuVl1ytlfuuvT+GwuePi39R9eMvVd+Cjpx6Atxw5G+dc9Tfc9uRL8blo0XX8FTcpeb74+3/Gfz/+4s7475kXX4ObLzoG08eEz1N0i255fBP29PZj0aV/UOys39aNCSM6lGPLL/sjAGDt5afFx0y3evZHro3/vvWJTQDUd8DZV/4Nv37H4Zg6eigefWEnJo4YktqJMEJCdAh0DUmmRUs/9Uc6g4TLf/dIYieqMwTmTxqBv/xzI8YNG4IH12/HIZ/9E27/yHGK2uWAySNwx7otuOb+Dbjm/g2K3f0nquOHjs9c8zB5/KH125XfAgJtlbFhysiOeJz408Mv4ISFE+M0Ed5y9R1K/i+evViyFeL0r/0VAPDBk+bjHcfMxfPbu5M0IiRnL//dI7j4lAWp+k0Y3oHu3n5s2JbkWXTp77Fg0vCQoCTu0fduXYvv3boWr145zUqiXXj1nfjp21bH9QBUcv3d/3O3kr69JW3pyhufwLhh7fjQz++P7US2Lvj+Hfjtu9bgoKkjlTwyBXn8FTfhic+eGo/RF/8isaNj0aW/x6/ecbhybPLIoQCAER1teH57N+Z+9HcAgDXSs6xj2WV/xOSRHejQ3gFd7UlfXv25P8sVdsKU5AM/uxdvPXJOkk5KeM39G9D/wwBXnrcCz2/rxpFf/ItC/hz7/27EZ1+xCK87ZEZ8LLo+IOyft374uFSZZ3ztr3hMGmt09JcDzJHGAyAcj968ZhYuOX2hMZ8JMy++BgDw948ehwnDO6xpH39xZ5weAO79xIkAKiRGpW0+cy39rAJAu2He+uG439DBrP/9+sfiv4WA8jxF2KOR3Eumj8K9z2w11gUAZo3rsp4HgKXTR+Eeh50hrSWFDH7Pj++J/35h+14lbXtrCQ+vVcctmViS5zazPnwtvnLOUmcd64la81VLpo3C3U8n7b3/pOG1LZBRKKr9WPrS7h4AwE2PbgSQjE+Lpo7Eb961RvkwEmGrg6DPAl5ZM5oWr1k5He8/YX8AwBHzxsWLakbz4jUrp2N+nV6C17/vSJy1bCo+eNJ88vzNFx2DMV3teMWyqfivN6xMEZF/ev9ROGvZVIwbNgQvXzoFv3z7Ycr5Nx8xC1NHDa2qjvtPHI7v/8sqfOplByrHKVJ05NA2fP11y/HdNx1stfmLtx+GhZNHpOqr4+p/WYWfXHgoWg0T2f947XK8bOkUnH/4TLx21XTHlYQTxwjXP/yCM70JAtWTYpQw632VsUTGleeuSC0Ks2JERyt+/94jlWM3fPDo1AJRxpfOXowfXnBITLpQ6K3EL3lkww6UgyBFTP35kReNed97/Lz47+e27gEAhSQSAti4Pb3wkCGEwIs71An/g+u3hX9I7UstYCJ0W8gyQJ1g3fCBo/H79x6Jb7x+eSrdfc+G5X75nKW4YM0sAMCzFVL1LUfMBgCcuHAShrS24OuvS+eXgzrPGT8M/3Z8ui9EsMUxShIB7zx2Lr7+uuX4z/NW4NRFk7BtTy92x+qjcFL37TcerNwLCjdfdAx5fP22PeTxGx5N7nsUG2VERxuuPHcFrr5gFVbuFxK0Ctks1MXO+YfPlGxIybQV0Y9ufxoAMKozfPfKxOaVNz6hpD1t8WQAwKmLJikKoZaSwI7uPvxj7ZZKVcIyrn33ETht0WS86bCkLj+941nSLS8iszbv2puqs4zbntwc//2uY+fiqP0nAAAuPWMh3rh6PwDAQVNG4kd/f0bJJ0/Cb3l8U/y3qR/oLmO6DSBsj3IQLZoTdd2HTpmPL569GD988yolfU9/Ob5J//fOw7F0+ijMm5CQid29adezs5ZPxdHzxxvr8ut3HI7F0+jxLarPDy5YhS+8MiEL12/dYw0mfN2D4QeRTTv3oqevjNesnI5hEvn65esfJcsDQvKYwnNb92DlfqON+fT2njY6fO9+66/pjwRZsHbTbvK49fFXBHh2BkEIEddVh+1DApBWF3e1pz8q6B+U/usNK7Bsxiir3Q+cOB+HzrZ/xPnG65fjHcfMsab55dsPx4/ecgiue+8RqXP6/froaQek0ozubI//Xjp9FN5cGdeB5L7UkqC55eJj8dt3rfFKm7ca//jo8XjbUXOUZ/SbxPvt/Sfuj6+9dhlOXTQJxy6YgHccMzdniYyBRN7++vRmehy6/7ltkvF8tn3ARBGjaTF22BC867h5WHv5afjBBYcMdHUYBeDz0tfrWmPuhOG44jVLMXbYEPL89DGduOtjJ+DfX7MUxx0wMXV+zvhhuOI1S3HHJcfjy+csw7IZ6kS2s70Vt1x8LK559xrpmFkhYsJR+4/HUM98py2ejGMWTLCmWT5jNK59zxGp+uoY1dmOQ2aPNZ6fOa4LXzlnGT5xxoHolL5cp13PwgPvOGZuTPBU+04zqZxs+OlbV+PsFdMAgFTqTBqR/nJ88kGTshekYb+xXSnyc+KIDiydbp6wdw5pxZp5ZgWBDFOwaB3Rffn665YrajfKTUjAbVPAnKio7Vpl9c3McWE7nrposnHReNiccfjY6QvxukNmxPmixVL0OyIslHK0+EOy4sGGI/dXF+FyrJ5hQ1px2uLJmDa6E4dWniM9LtDIzja810BKRe03fUwnFhFkZRCEqqO1l5+mEAbUdQFhX547YTjaW0toLYnKrmdpLJg0HKcvnmK6ZM1+kCrHdNfHdrVjVGdbiuSRnzu5RgunjMDXX788RXRQiqJXrZyu3FeT6ki+3tMXT4nH1TcdPguffNlBWDVrDKneMLtYJvfbZxEQtdOFR87G248OF9q6O9yE4R141crpmDthOM5cQt+HxdNG4VfvOBx/fN9R8bE9vf2p98TwjjZ87/xV+MipaWUXECpM/u+dazBlpFk1c8S88Xj1wdOx9vLTcMisMSgH+v22X/hxB0zAZ15xUPw7z8f1IAiv+YwlU5yKl9Wzx2Ky5XqylUvX1uoGKJHO1QY5j+xE5c0eT1+7gMCwDreDyIThHfjl280fKIDwI8xXzllmTTNl1FB88CS6T0VYOGUEDpszDgsmjcDLl6r9WG+/AyaPwPEHqPMWmVxsbSkpyjBqt8aiMXXU0Ko/ErkwfvgQXHzKAnzv/IQUHtmZ/uA9vKMNZyyZgm+8fgW+86aDlbZhNA9qFVaj1q5nTBQxGAxGDSG7SWV1X4vQDPG4XPFqBKSJXRWXI4TI1Y5Kljo2Z55df7JWzyswtLSotcXYyFKHlJuhvICkQ7ZkBtX3Xfe/JKl+8kzOXERkZNKXsJTjAsnqEWseQf8d1yHwGxeovJEqSo6DIuJzWtBvJf6QijhMlBS429bcSZdIUslESRCk6+sbh0ReUIfxr9L5nHHXkFYbputD53OrR/Q8Iq6TidjS+5ethO7ecsr1LLGj5vRpY+Nz50EKpmw5du1xIYpnJuCOzeWl+KsDilK7KONAxrLyNkPRr8f09vZEmekHxIhGuL8yCo2V1GDXxqgeNQ+lZXHHLgJMFDEYDEYN4TPRGwxIFj5erEUV5eRDaYAWEPUoMwsZlV7s+ysofGBF9U8AACAASURBVNMoAZuruNnGvuSonwC105g5UxIcNfrXnFY+lVoAScSLmkd9NooYB+R2tS8UCRJAiAohkhA88TmYiTj9sGs3N6UugftvqgzdZhDQBZUcJJUPIiLE9/5kebZ1m1G8LNt4qfRDj7KGWGKa+dRFLZs+JqvibEoqOe6XdsZaN6o9ykE4fvuOS0UNuWY7ljMZiDTfBWQyPlnGsEYmGLRqm1SsvtDHawZjX0ctA7szUcRgMBg1RGlfYYoM0N16Bg4DU4FGmcD7LtRDuFdl4e5WhrKQZK/m+oNKVXS4lDwlabHo55YXUSrCaV8gYRxL2jo+IIiX8LeUJkd7UNWh1DfRcepv3V6AQCW2YpJMLU++pjRRFKXxQ0KYJWUpiiIiD0VaUaSfbMunPjYiRC9LHcIldYyUT+F0SMmE/lOkbFjr6EGUmILfuxV4fmNjRMZlJX9l63k27pTjUlHZdVc4r48VNYZAMYs3ub8ZFUVVl1JbgyZC3ZbGitjAgE8qABQ7txn4nstoNrDrGYPBYDQx5DlEXtezZoCJGDAtnqstJyvc7kS1ed36bMmtI+s1ZlI2CN31J79Ru5tRQfc7h20hRLx1bHLMnD5OGZElDvuuL/wpxUYlXaTGyBy7xIO0M9tJHysJleTTVVLyOCU3oyn+WF4yuIVQAenXotuM3JB0KNfk2cakDeK4uy/7pZBtR+ORHrfKaNXjGdeDWcd2dJLKodoK09jJOHNOt+2sKAcJgUm1lVynsI4FFGqBPUZRAnefcEN2pTP16aLVBEW7uqc1ZflUrEXkqQUapR6MwQmvDx81LJ+JIgaDwagh5ElcniDMzYLo0qzkQUHXn29S6f4yO5hhVprkdz3Tv9zH63SPGEihDSd7R8K0zb1SN3sSe36LfZVUUc+5POUSBU/1C+xQtUUv5uVUNAkQ3iOSFNGUK9EinFqkZyFB5dKiv0slVf1RjUuKgKoocpKJ1DFCUWSPlZKvlwmkiXU6JpB3VQAAHW2eMYo0S74fMESFjPNyPcv5BJJNGkTKLnqreP1IYa5nedRPUryu4qAqHs0pfA66UTTxUbSiqNZEYFY0QwxJRvPC9Z6ttYKSiSIGg8GoIVRhwOCdUOhuJRGod1hVi/ick7KSyL94qQZ1iVHkUUZy7aqapJzeydu/XMvxZCFsrpxrgmMkQ5wkQHKNPpMoPbaQzbr8hd8UpFWvsqIo8uyDLo9Vo9ufh+tZqRKjSCYpojbVy7ItynTXM5s7omw7StOiKZvkfpPKJKehbFtUUr7QbVC2TC5iajghN/kqPPpE1mswuZ657JDXRKVD9kWJiXjMgnIQhDGKDOf1OulqwqLh9YXfQqLlhVFRVGwxhSOtCqQS+durx65nWVCo61mDkWCM4lCr+Sf53iwQTBQxGAxGDSEMf+dFS5PKkgp7keW0o8R6qCNhl2/Xs9rVT1fbkIvaKKEDtSYF47roxxxVKxFqJztUFUCWmC2KFZM6RFKP+LqeuZGohWz2TCRAWJcgnSZ1TUkavUWzqW+kvyv/tpTSQcfTdU23sYmsSVzh8it9dNc2Wf1jy+dj2/qbMCL3LzlOjwlm1zNNUWQgMt31SbtWmerkQ2SS5w3HTK7Nep4wUHsxCzLT2O3veuYgtAslGIpbhBb99tH7CNWuWRRF5kDpA4PGqAWjUVEPxVktS2CiiMFgMOqEIiY2jcoTxWoBD2pgIC5BCFhZi1p9yav1F0I95lDWelAf34Usm7GU61NWVcGsDZldz1HeOCVexItCOJrLlxEtgnTlkrUuDhWL7XgEkwuW7mIlkyEpRZHUkClXwwyqLaq+OvHgUvMk9U0f1AOYu9rYhwixlQfo9RWG41F5qg09bpWrjj5NPMTgeuYiqeiA4VR9hLbrmbsnh7GFqhvxQ0VRKCkiiSJZSYaBdU2iAsRXAzVGEW3Q7P6Xt8xi39C6OfKdk8Feo4luiqzPQKieGY0NJ7le4y7DRBGDwWDUCUXMvxrlK5oO0xffLHFZspRTTb56tmCed3jWa8wUzBrqwr4qIif1O4iP+/RTH3WBaUFvQ0mKZeJzeXo9bF+3ba6kpkl+VF9/xzP38+KjTHIRbSQpYljU6cGYKftW8pD40VKigo5r6peUHcM1IVGS5FVtUWoU65bkkhJNdT3zKauS1uaqpyiK3Mi765lvW5UqpIV8D0xZTfV1upsS58P7KczPROqdU2vXMw/7Bb2nZXdI07jXqHOCCKl6E82X5QNYFsKdwdgXUMsxgIkiBoPBqBOKUAM1rKLIsvgMzyd/D8Q3M9OORrVGUW4QNmQtQVVxGFzPHBCmz/sZbORVnzltE4oiHxLDd64VB2PW0ruUIVFcIF8lhr0OdLk+u72VhKZkEeY2tfXfVBsbU6opovZrKanPJE1caWScgQQqlTRlSY6Jc8nQpW3kIJDX9SxSFJkVUPKxIKADk8vw3fVMP0AHRadrJN9z33GimrE/dn2ETTkjEVf2YSlj4XmyqHWxI1sfrRcfVHQxKfdRMoaXf6kJQVtdvRoRHKOIkRW1VqExUcRgMBh1QhGqmpYmmx0V/RLLe/UD1mwNMvFT3Bdk1zAirU9bUTFrUoV51inreZdCoiRXzqMquurNqigy1MMWSDlxPcvXGajahMSBSrwA2nb2hrzx7lVxUNgkVerjf9xvkGpLWcHjAuWOqGxpXzmRdovS7MDUP4UUXNtL02O1IacyqmYMpAlJvgr6t61PqDGK3DARRa7d06iPD0bXPMX1zELeGIMU0YdNp/XA8SbFUQSB2pPzVvOS2qWIV041NnKPNwW/K30I9UxlNsg7lcFoBARBbdV1TBQxGAxGDaFsy16IoqjBiSJDHJOiap1XYmtxXKgpaj2nDXea8i8lXO/LxAKdN4/LlpzX5za5yjAF8HXZphaLWVQ8bpcuezpTTysHviSGXi/aHuW+JF+3UeGkpQsX/IIsS7EH+tmWXbBs0E+3lNJ910SopK+ASpcQV3medSFo5Y7JbVUlTOykjr4jnHzvTCozPUaRq192GGMUZbsvYR46XR7uoZpxN+p/lRBFZNuqfbm4YNYm+JjX+4QpjY8ditCtJYouJ+2iW12ZiRCyMeZCRXY35sAYuVDDR4GJIgaDwagTiiB5GpknsqlMighqWg1MgWprjVrHywA8SR3QBAL5ddfTichEHETnnXXK/cXbrSjKYlmvh2+MovSuZ3SpSbrQz6iIZ1hWC9nct0xuRQGVGOn7Vrb0lRQZZ6ytWlj0V0mIlALKVSOzykw7l6ON87r1UjuzOTIkChlLT836vjDFKHKRb1l2+ZPjbNnG9PiqCEWYDakYd3HZNtezbGX4Io+dWo72VvfZBmYY9HpT42S2GEUJechgNAtq9YxyMGsGg8EYJChEUdSoQYoqME301TT532x5r16NM5I+X6t3bT3m75mCWWuEWTVf342KooIu2qQMcfUBISS3KI87kHyh9rEvlMWrYsegNJJjFFHnXaCSq2QfzeaYg1lXXIgk+6bFV6zoIOxQrme29o6JrUqGMEaRSmDa1DxRCbQCRgpmbayBza5qQ03nIEP0FLRkgizfV2UWwE3gmmMUqfl0OyTxalA4hXG2silcVGVUtsEhURRViDUiu05Q13rhZLtfshtrEW9qWYmW1V7uZih4ipGOUUSkyUQUVVefRkY9PiwxBh9q+RGWiSIGg8GoEwa76xm9oC1WNl/N5Q/EJCyXq0YNbrFJRZR30i7vxkPZ8tr1zHVels1IcO/ilK6bLYcc1DnM76iYoR464aSnC+MCFYMAiCuqEn/p+uiId6+KiSsh1d2sktLtJTGBIjuW+hL1Cl3P1HTOXc8M5KGiGAzyjTd6QOykTvTftmOuNCUL8aGncSasYEgrPaV37xKYPkYStMLtKhjBRG44n3mDSjFSL1EkjR5AuijXs2rM2OI3xWnyGDWgyFiAAxGjKMu8hqkURjOillP3WtpmoojBYDDqhCJInkYWFAlBT+QbDfXk2mreHqEPmEc9Ksk93ADC4+5izWV5XnPOpvFdgGUlBiNywUZyyXFazLGDaLIj3GksyEximGMhhbApenyUM0rsmZSiKDle7fo7TZa41Ui+MaqEEPGOb4FBdaSkJ48RiiLL3Qq0NoyPU9ehHZf7hMkdUbVpqHQFHW0lZywr02/qvWSKW6SQnd7dOEmYtQ8pCh1TH1SODWyMIvUeV/+iqe7DSM4y8xdJ2/N45+RRFDXKN7Mi3/GNP3ti5EXtXM9q22uYKGIwGIwmQt5gzvUAJfuXCYoiql7N5HsgJmH5gr9mu8YsE1X9q7w5ILWfO4zyW3JF8rkCLxchwpLXrmdQVTP2emRpP7kczY7BjO42U0iMoiAhQxTVj1wHg7ImVhQpcYMi5Z8KWzBrvUxbv6UUbbrrGVW+ryJFd6nM08S2GGsUVAWddNxJsoqkT1jSlTLYNLmdhXbsKi3ftopif8lqIVferO+r9PsjqJRtUS85bNQTed3ETJC/A2S12d8gbkwm5aWMLP2k3sG9GYxqUI8pey2LYKKIwWAwmggtDUwUAX6T9gaZv9YF9bhWLzLEQCZQX999XWlsX7J8bLi+hMlkiGrcXTcgvbOXuSCPNEryaPGqL4BoskWuTy26g2yzXyF2aIhKEGllUWtogziuksdU1K3iUcmRVDBrD5cUkyJLjuWSW0lRcVnUd6pUfpP51N8+C2Gd5DOppJTfxpoDHa1mosgFUlFEtbHI4tblr7ayQY/rRQqKpINCIFaWVYtqnlYv1zPPASe6PpuamLot/TnbofCPUR6EepYSB/X8YTBfG6MmqHWXYaKIwWAwaohWaXY3vKM1l42SNFI/v7272irVDNH88if/eBrnffv21Pmpo4YCCJUEV/9tLd7747tTad7/03txzJdusJZhisXhqB26hoTt396Sf1GVFc9t3VPzMi759QP+ibX2u+GfG3Hyl29SkwiBYUPa7GaEwLTRncqx/7zxSQDqRH7ehGFGG2s37yaPz7z4GqzdtMtctvZ7+BD1uYoeubkf/R0u/sX9qfxRP4zwum+FfdVnASKEiHeX6mxP+tH/3bseX77+sUoaNU+0ED/9a3/Fr+9Z77XYvu/ZbfHfI4e2p87Lqq11UjtG9wAAdu7towO3BwEeXL9NU/uFCcd0taO1Jcl046Mb47/bSunnrru3X1lQb9ndG/898+JrkjKlNE+8uBNA2C7yYvbB9dudblJbdvdid09/qh5ChNfbXw5Lcq11W4lrKZcDPLVpF+5ct0U5Li/QL/3NQzj7m7did08fLvrZfUn5Uq9cftkfMfPia/CPtS9J55P2a28RcZ/4+K8fxC/ufo6so3wJ9z+3jUwTwfZeSCmKtLYZ05XuX1T7lYTAs1v24K0/uLOSRrhJW+13d28Zr/jGLfjNvevxzEvp53/Bx67DzIuvwcpPX4+f3fks7nt2a3wuCICNO/bix39/Wslz46MvKuWt35bvHfmp3zyk9Nm/Pr4plWbjjr04/Wt/Ndo47PI/AwD29PQXoyQQybNjU41R5/ISRUW7t+v9b9LIDmeathbzO/5/Kve/Ub6ZjekaUpgt23UzmhMtlQdqWM75f1uLuaPPvPgabNjWjR3dfbls+4B7JIPBGHB85Zyl+L93Hj7Q1agJpo/pREdbONT+71sPy2VjwvD0xKoREX3V/9DP78fNj1Um2fEXYYFLTl8IAFgweTg+/usH8at71qds/PyuZ/GUgSQ46cCJ6GhrwQkLJ2Wq15iudswe14UPn7IA7zthf5x8UJL/l28/DP/xumWZ7Mn47vkHW89HL/kvvWoJrjx3uZfNLBNgAeCa+zY408lLhlcsm4p/O35/XH7WIqzYbzQeeX5HKv3rVs1w2vz46Qtx6qL0vZB1NV997TJcdPJ8q50fXnBI+tht6yo7PaVx0oFqmf/7r6uV3ycfNFn5/eqV0zBpRPIM/eSth5L1iJ5TAJgzvotMIwC87ag5eO/x8/C+E/en02g38OCZo5Xfp2j1++LZi0k7ET75sgO9yiHTEMd2dPdh3LAhSqplM0bhLUfMwgdPWoD9JwyPyYOnN++qlAWcsHAi/uXwWfjT+4+Kc27auVch2Lbs6jHXpVKZnr4yAODtx8xJtc0bVs9Ufs823AcA+O6bDsZnXnEQAGBvX0ge7entJ1VHx8wfr/yeMVYlOQFg8bSR6ToDmDa6E0umjwIALJo6Enes24IHntsuXRcdF+ez1z4spQHOXDoFbzpsJl6zagZGd6pE7LuOnZfKP2/icOX3m4+YnUrjg9VzxsZ/v2bldJyySO1/n3q52r8OnT0GR+2vthcAvHbVDLxi2VQcPX883rh6PyybMcqoNNN3Iotw8MzRuPvprXjX/9yNJ6Vx/pXLpyn5N+3ciw/8771Yuykkk5ZOHx33G538fealkIy/6rwVVX1d/84tTym/KaXV7x5wj7UA8PCGHRjS2oIPGMYIAFgwKby/v3w7PS8YN6wd46Xn9GVLp6TSHDFvHIDw3uhjsWmB+dFTD0gdWzh5RPx3Z3srWZY+Tl39L6tSaX5yYXpsPXPJFLx6ZXh/JwwfgktOS5d/9oppOGTWGADAiv1GY/mM0ak0V523AgBwxpIpuGDNLMy1fISoB37zzjUY3tGKywzjcxZcee5yzB7fhUNnjymgZoxGwuxxXfjIqQtw5bkrMuX78CkLAADffmM4x/zWG1Ya027dE753o+fv0jMW5qkqiXz0FoPBYBSIly2dOtBVqCkeueyUga5CfSDScn3ZHWf66KGVv/N9CvzP88IXZUtJYO3lp+Grf3oMV/zxUWe+uz52AgBgeEcb3n2cuiBbNmM0ls0YHX+lzIpj5k/wSnf2imnuRFXik2ceiFGdbXjPj+9JnZPdjFpbSnjP8WE7jB8+BLc+sVlJKwCM7GzD2stPi4/JX9ojzBjbiW+8fkV8jorZcsDkEThg8gi8euV0rPz09WS918wbF5cl2wrdgNLp5YUvACyYNEL5PXfCMKyZOy5WBFx08gKFVJk2uhOPXHYyFnzsOiVfl6RM+tP7jwYAfPOGJ/D56x5R0nW0teC9x4cLwBMXTsQfHnqBvK4IozrbcfKBk3Ddg88DAF6l9YVXrZyOX93zHG55fDOVHVNHDcXay09LKXTyflCfP2k4AgSK619HWws+eloyubzrYydg9oevUVzDRne14+OVCegXz16MD/7svpTbjwlU0OpVM8dgR3cf/rE2VPAsmT4KR2oERTvxhT0idI5ZkDx7M8d2VcqhXbm+e/4qvOXqO/DHh17QSLIEB8+iF2ktJYFfvyP8kHH139bi/ue2qYGsyVxpTBzRgUvPTC8qV+43Gq9eOT11XF68AyFRp+O9x8+LlWwmyNf7eYKUnDC8A9e++wic+tWbAQCffcUiTNFUdwCwatYYrNLaaGPv3vjvdx4zF9+88QnlvH4fRnQkBFnUhj//18MU9ZWMqK/sN7bTSAIFCNBSEjjxwEn46R3PGlL5Y2xXO7Z395Lnsrq1vfPYeXjnsfPI8TNSAS2bMTr1fB8xbxx+UCHQo/clRVxFadpbS/jG68OF6PPbunHo5/5kVEi+5cjZeMuRs/FvP7kHv6yo2c5Zpfa/r5yzDOUA+M294ccc+V0Q4cj9x5PHdRwweQS+cPYSfOHsJcY0S6aPwk/eutp4HgBOPHCSV3n1wqJpI3H/pScVYuvkgyanPnAwBgeEELjwyDmZ8731qDl461FJvuMXTjTOySJi9ZDZYwt/RlhRxGAwGIziYJlHN3Ig7sEQ98C4K5CSxu6GYjrmcz4JZk3EPbKbzAQfW3IdfeLK5LFrsuOsD1l2thby7a+m+1suq4Hm6byJUiYdd0lkqodsQ95hTRDnq0E5sMRmiv7NUpB+v3PUKcxnzmkKzu4VK6wGYUyzjNN6v476i0oaJ4nU4OhpGzpkgtu2Q2PRrSDHvJJRUPijTMgaK8kWz8mYJ1MJDAajkVDLqTUTRQwGg8EoBNS7itrpqeZbxjcQ8u16VgvQFSlyoWlyNwHcO5VRtkLVTDqfjy3XYpfeEtzHlUtN43tdcjrfLd9tMKmt0nbp6wyQMComM/r29fo5AIoyybcvycGs5XahYqP4tlVJWh2biAPXvfKNUVUpxlqfdD7bSfqwT98qKp5MEQuNKBi4cky7uID4YSs6Ti/MxIcak0pTtFaxRzz1nvIP5l0dyIDPnjdJD5RuTEdlMp1nMBgNi6zzq0y2a2aZwWAwGPsUBDGZl8QDaUVBlRgMKqAi4aWI0X/nULeYztp2Gcs7j8mjeALcbeGrMnKW45vHoXDKg7wkn4CqjDAtQAUkRZFBiearsCB3Aov/Y6+HD5L6GLZvow+57YK+bpUUNbWfH0w7WVZNQNUBlCIsCALj2Ez1FyHcPdk9JtEKtzwKIFuM7mZ45+i7C/rlIY4xU8RgNAVq+agyUcRgMBiMQhDK9c3TU2qR1Siolcopj9XcC2ZLPlObF+kOGBVRzddwxV4VdS45CAjqmJ9SSfvtOUVTlTP51EwyAvj52xgXgIG7z9tcGaNrkEkBl+ujkPJENhSllbU2kh1bfTzSVIOknOLGC2IDtkpZ7ryN5M5Lkmga6SK/H7zaUE5vSG7rc7kVRQA5eDeDGjYXed043YjBYGQFK4oYDAaD0QzQ5+WBpEgoOp5GM0zaq1qoZISPC4c+n6DdfRzlGBLEMYoIl7HMrlUwb3Oe1+VKBnndflXLlUlRXhRQtne3MrhphS5j9rLlmDNmFZmdnImgBrNO7Mt5SALNVDHDIatrkHDVk4itlSIG00mrVf6Yx8WBWb1nKVV+zmSyzhZPSP9bwNw+cl+xBbOOKq2nyRtTyFTeQMQoyoqExPXP04gfbxgMhh+KckEmbdfONIPBYDD2JVCTfYqg4DlpcdAJEadKRCdwiGVhHrctIK0kkFGkD30RsVvyKory5pHrQyuKspUbID+NEBJAdPwwGSUi5ox8LqlJNiTlClVNk4N0i49V6hPtSmWNY1QFdOWSqT46bCS5uf097DaQEiSqiuKCCrWOZUIh5OtKaiTdLeK6vB8TTOpY3xhFhX7EyGiqgboEg8GoAzhGEYPBYDAaHhWPFvP52DVh36GKcrme5SzLNldwBSUuAlbXszz2Ajqnn63sJeZRhnh7eTgVTjWqryEYuLq9O21IwLwwlmMUycSPCdTCOVQUyYoUcznOY0jqE/7O228cINyrvLJZCjfveuZDiBbzAOf2dpXrUkqULEb1Dzk2mNWmPn0rPB+l14NZW7OZrJkVTgP46vK9RbVcNDIYjMZDLZ94JooYDAaDUQioXW8o95ai5tr7EN/kBduCK06jnyblGY5yDOflrbGrVRSFpoLcyhAlRpFnmXlc2nwvS05XIhiRzBO9wK5SocqVYdtGPkJJyMGs0+cA+053rrqUhLog93VNte2EZ6pvmMZu14fgJGMUGez6xg8y1auW7gS1RFnrFEZFkYetwCN9YPg7zO9RiLFse33qzcd4X0qOevGrlMFoXlBzisJs18wyg8FgMPY56MqB+Lcwf6UdzKgnmRXG1TDFBqGP03FhHGST4+s/labIe19tTBhznhyqHu90QvqbKjtbudW4toQxiuT4YYaEwhyTRXYz8gtKTNtQYtxUMSP1iVEUlVVNX4wd7ix93ZaPQothku9jtxbrgyztoxCg0g+fwNNy/3PGKJJ/pGwmMdHSu57ldT1zxyhq1NdZsxKMDAaj8cBEEYPBYDAKgff8tAE/XzaSOinTQs0znSngcJFrilhRRDRmnsV5YIg94mMrX7whdxqTwiSLbTpPdsWVb2yX1DFR2a3MkVfdkUwn/iQ3I89YM5SiSFV+EaSlZzynyE65HNlyl6+Dag+9/IjMyjpc2ElIk+uZh90Goisosk5XOWZVFMm2bT3WRTRlQUhc0QbzEk9FwF8ZmUOZ10gvQAaDkQkco4jBYDAYjQ9BzDeVnW0It40qwFNbFV5TBX2xTrlBOX2I6MPRvadCC+VZ0FIubL62FJcmX/ewPK5cOVzPfOPumOBUAjns6kGqTXZs9n0UPDJoEkZTWlWl9HG7nhVBqiTKlWwuSLYkJoKyVsq5IkHFmLJuV0/ZsFyDT/eidtSLkIfYoVRjiT0p3UA3vgGsKGIwGEWBiSIGg8FgFALrN3Nhn4AzEuRdgORZcBW5plADJKsocvHitxtUbRRFqXI8W1BR55Akhj+iYMF5iQ+BisuY4zlUvlISaqC4PlESV8Bhwh1RURR5KyGIYxpxRe9q52WetKv/lpuu2q5t+hrcbEGJZbLOFMOJ2vXMhkQJad6BL4D8bikimHXkepbOrLjL5TOdGZnVa76xvpqrezEYjAEAE0UMBoPBKAypibr0N09Mawu/WCm0C5GaxmWDRpD6w16ODUEQKLFHstrK1dVyuPrkCWZNX5OfHSAiefyWj6b2i4KFm9KEx212k7r4rMZJd0Socct8iRxakRWRFO58PjG2zDaKJ3GNMYo8iips1zMlhlYGm4RSzjbmq/cn6X+mdo37DaVWjdOY70vuHTYN5UVEVyOTeLncfIuvBoPBGARgoojBYDAYhYCarCfz/LQCgVE99CY3f3WnT9gW3b5lRlBik+ixXXKQACbXMx9btvg61SAdZ8c3X9pFRzmfoY4BzG3jVxdVUWR2PTOroOJYPRkeZqrtlDJ87RAp4xhFlgrlWdwblXEeLkjyUdszVZXLXQ34iiyuwapLZfgjKAMGQZG6i5lnbKsojTVGkeF4NYoiChHRFfbdfLZrjUatF4PBqA1q+cwzUcRgMBiMQhBO5i3niZ1pcn/x1Q0x/BQxFheiaqHEKEqVm9+tKI+tPJeVh1Dy39Jd+ptyi8owG8sSd8WHaMsVo0hxM3K3t6lPyNm8+yJJbiKuj/ybSlMN9FhIRaDRYt3kvbQ4RpF0t/Uro2z7Xr4PCV7Ermc+Lryue1aLV5NvO/k+R43V6xgMRl7UcirMRBGDwWAwC8VYUAAAIABJREFUCoP+woom8UL6Amub2A8UGqQaVUHAspjIEKPI7XpGp4i+tocuY/kQLXICmHc9y2IHgLeRPEGJ8yzeqlYUBXZ3G9UuXVZE8NhQsjSh7Gbke58odY4rdpOPndBWhcApW/I5F/eEe5xBQaYEA7dadaPRgg9n2o2M+Lsc6O5nSSrTrmcuRZCw1CuQghTpvTrvuB66Z5pjFJWE/ZkdSO4vT9GN8h5mMBiNBSaKGAwGg1EIwsk8HUxUgJ7AqsFNebZaDZLYM2kkQWH1PJQdVzmmM9l2gqKgBEkOgvwxYeqVJwcJVa0rXBBUR2wKoW1rb4xRZFsIR+pAv5rQShKhtV/1q+tYUUTFZorLzW+/FkqlRot3k3ccpvqE/vzKMYpc/Q+QPzTY28jsKpb3WuhnTOlfHsqjIpD1fjSaQo3BYNQW7HrGYDAYjIaH7wTVtJ1x1sk100rZkY4dVB/XM1/ESpUqb27NFkspty2/chTlDDXzylDdACHL45WFcnMTohLnyOymFaaTzej9plKXILTj5w5I14UqL68dm+uZq68boniRZRc59lTTU4siJPTYYP750vcvUpnFaaT0SowiQm1qLAf2a01IKu1EDWMUNSpyxYPjjzQMBoMAE0UMBoPBKAQCwA3/3Bj/vuhn96KnL/QFEZKk6JJfPRCnue3JzQCAK/7wT7z1h3fWq6qDBj+8bV38t74+6OsP276/HOBtGdrWpXjZ3dNPHt+8qwefv+4RrNu8O/fit701nJb84LZ12N7dl9OKpuCpgoBIpdGurC3HirHaNeauvWH753GViw4+/uJOvPNHd1vrs35bt8VumOvPj7xoLf99P7kH27t78X/3rsdTm3ZZK1iE0ufM/7hFNxujv7IYfmlXT/5yKv9G41Z4jK54dx/9nBiNNgjy7xQWXsjNj23UD8V45Pkd6WzWuiR/b+/ujf/+yT+exkPrt+OQz16P7926Ftv2hOf29qm+hz2VMfCmRzfiwqvvwIVX34GZF1+Dn9/5LABg8869+Oy1D8djZVgfA+kE4Pu3rgUQko49fWY/R9NOdnmQlfSO0g8b0lpYHRgMxr4JJooYDAajCTC0rQUA8F9vWDnANTHjtMWTlcnpT+94Nl4cisr/dJz37b8DAL5xwxO4a90WjOlqV86fvWIaAODzr1yUzrt6P6zcbzQAYNa4rkKuoaMt/Vp87arpAIAvv2ZpIWUUgXcdOxcA8PsHX4iPCQGcsHBi/Dsi7W56dCN2VEiX9Vv3KHb2G9up/B7b1Y5hHekFxuJpI411uezlB8V/f/OGJwAAGywkQ4QzlkxJHfvCKxcrvw+fO47Me9KB4XWefOAk8vxR+4+P/x7WTi+YXrtqhvJ75NC2VJrXHDw9/vuIeeMwqlNN88bDZiq/P3LqArKsNZXrEALoIurzwRPnK7/PP3xmKk2EZ7fshhSWJcab18xSfg8b0opDZo1J5T+48sxEmDJqqLGsCJ2V8SfC/hOHAQCe2LhTiVH0oVMWxM8kAPzi7ufwwHPblLzfPf/g+N63tyTP2zHzJzjrAST3XsaBU9T+2VGp75vXzMIHTtwfANBdITh1MiHC0umjlN9zxnelxpUDJo8AADz24s7koAAOnT0WR88fr6R99Pmd8MH7tXsfYcLwjvhv+RmTcdbyqQCAySM7yPMRLjp5Pi46mS4HCMfPYUNaMaarHdNGdxrT6ZD74LJK+9382CavndN84jzFLrMC+PtTL8XHP/Tz+3HqV2/GC9v3Kun3aCR2b39o4Vd3P4e//PPF+H30/v+9FwDwsV8/gKtuelL5wHH1BatCN17iGqJ+9d3zD7Ze27mH7qf8/tKrlii/v/raZak8l73swPjvT5yxMP7bRNy9euU0Y/kvXzoFXyPKkPGuY+cl6ZdNTZ1//wlhf7ni1UtS5xgMxsBCniPoc5kiwXQzg8FgNAEevuzkga6CE596WbKYufb+DXj7f9+lbZmepF2532jcsW5L/DtA+LJ73SEzcNjlf46Pr5k7LjXJjjBheAd+9q+Hxb9nXnxN1dfwyuXT8N+3P60c+9xZi/G5s0IC470/uceaf/7E4fjnC+mv5kVjzdxx+NqfH1eOCQEM70iIjKjt+8tpd48IwzvacOLCifjDQy/g0Nlj8OMLV5PlffCk+TGpp+O8Q/fDiI5WvOfH9rZZe/lp1vMAcMqiyfHfJy6cqBBfMv7zPDthesaSKSQRJeNzZy3C585KE5AyxnS1W+s9e/wwr+s6fuFEa7qZ47qcdr57/sE4/7v/SLn2RHjlimn41l+fAmBv61csn4ZLf/NQ/LvLoTx4yxGzUNIUEhNGdGDBpOFxvKTo2Z41rit+Jm97cjPOueq2lPvPMfMnxKRQRAwPaS3hHMNk9wcXrMJ53/47Vs0cg5++je6fOqGzcEpI6FxyerLgXj1nLH5x93MxuaKjo60FN190DI74wl8AAD9722EYrRHX08d0YuKIISlio2tIK753/ioAwOevewTfvOEJBAhIoi6C6363lIQzzahOe/+M8Paj51rPt7WU8MAnT3LaseGgqSMxbfRQ5X4LmJViMgkU4fC5Y3HL45tTabPG9Tpt8WRcc9+GmGQJAEweORT/+7bVWPqpP8bpevrC8+UgwJLpozByaBv2nzjc6OrW0daCM5ZMwcqZ5vsKpPvj2Sum4dbHN+EXdz+HL71qCc4kxqbzVs/EeatnGm0Kkbw3f/rW1Vhl6VtfPsdOEgFhX7b1nRlj7ecZDMbA4RNnHIhPnHGgO2GVYEURg8FgMApHtK6MOQqhn1cPBJbYIow0fJxDKJcFasEV3YtqgizrZfF9LB4lKQ4LFRfIe1vsjPfGZFdUYh258hWXxt8lynaJ1e5WVdKu27QzWtm/uk2L9LULI5GpI1HKiLgv6/cm2Y7erz6RxRatXyXvF9qQ/pqylVft2FZNdh5XGQxGPcFEEYPBYDBqAC24LLQJMjHh5UlwdTDuXqUEqnVvAZ6vbEatEbVxID1TynnfWEx5CyYOB0FQcT0jSMmYMDGzBknwcksaRHY86lol/OJUaTt7aef1wNr7EoRASkXqIqBtTZ6FHASS+xLFCAr0uvgGRIKJvPSrD7/LGAzGYAATRQwGg8EoHCViAUjtkBMhirlS7dbh1aJZlnb0duP5bMWKIttXdMd9abQtvgcjZPVNEJiVLLUqN3W8lKibqO4h74xmtu1OQ227ngc+uX3aUAiRbweuQQh9XCg52sZoR6j/RsjbhiXtHkTvF6M6LkojkiNU2QHd1Ql76VRFdgfepYzBYNQDTBQxGAwGo3CI+Ku6+jtC2vUMgBD8JdYTWb+0W+G1OK7uPKN6xAqdcmBYQPu6nmXcRcl4XDhUMz7KGrfrWaw6sqTJgmoI0Sh/2UCAA429dXqtIRC2jay3MsYoCpI8TrsZ2zSKkR69f0Ji1Xx3adczusd57TZYoOua4ubI2k0Gg1FHMFHEYDAYjMIRLZaiQMq665lpsszTYE9kiAHiWpj4KIpc2JcXx/WCTJhQzme+9yDrrTIqikSlHgaVRUmqr9l2JY2FTNLVIbnhkV9uQ9PzoKtmTK5n+wL0SxXCn9CL6CSZwDGRmL4ESXRfYtczJMGsgfS9UdxyM+zClgfVqoCYJGIwGPUGE0UMBoPBKBxUfBJ5Uk4tpgZyGjwYpuD6Ist3WeLnSlGEFUY1EJpCJ71Ir809MJoVAuVAd9lJ18caf0hTHtrKL8rdxtpKnmoRm0pqXyZNQ7e8QCGpXc1hDxuUMUZRZdSL40SV1XJcrm3yM2QqulrCJu9jKuu02PGMwWDUA0wUMRgMBqNw6HE6bEFNFeXLPrzIygJqoaA3XeLaYV/8RAvbahZA+uKYv34Xj7iNg/CZSStZ/OxkXaiaCKiScCmBwn99YhTZ4KNMKgo+aqCUoqhOhF0zIOwTfmmVdPGuZ3Qa713PTIqiSnAh38DZwnAdvsRVzbrAvtu1GAzGAICJIgaDwWAUjmg+a1I/lIgvt6LyP8UOT4xJ+O2o5Luoqb6Ra7E45q/mKlzqG19yLiuJZ45RVAlmHQT0rmew19e/Ltldz6ikPnG9fGujKCW1XC37kKQoRZJV4lbJMX9MrU6RQNW6JOsuZnowa9v7RQ5ULSDI/mJSz6Xrm05U7XjmIvwZDAajaDBRxGAwGIzCUaIWtYYFAfFhuWkxkPXPu2OQacchNZHDhl9RjCqQxCgKyF3PfPte1j5q3ClK0ItpvRy765lP+eG/RW03byvTR1Hkcj2TLexr6/mwbfzSJmRS0mIpRVFsN1unTcW1CqLjhrpopJU94Hl1yErUMinEYDAGCkwUMRgMBqNw6DGKhLb7DTVVbnaSqJ6gFg/6AiRITljhtTh2GCnxbKLmSAiTkCxKbU1eIyWLOahzGAOGIq3kfD47mtmQJ5g1ZdYnv/wsmPp8SQgruW0LmDzYkOqDkVuetNulq91tcYyykiQRKdnaormeIQiDZltuhl4W7XrmVw+qGCZ8GAxGs4GndgwGg8EoHMniTnbRSJ+X0zRCiKJmmcyTMYryKoqqrg3HJKoP1Gcq7fZTy1Kp46GiKDCkEUiPAak0ngoeoDh1jrWv+rgVOVQzg5kYciGM7eN3p6h05l3P/KC7nsn3ScCsKEp2axPxf0n3xSDw67O2cxn7B/WBxceNksFgMKoFE0UMBoPBKBxJjKLKb4ubTCAd25cDwWaBz2IsUJY+Ub50Ol93m2rOM6qHHNQ5730EirtXpoC/cX0qM8zqg1m7Caei4FsfexDvfedhoNRUoaBI3qGLbiuvgPygSVEj4mDWlZ9BFMza/n5Ju541zj1slo8XDAZj8IGJIgaDwWAUjiTwbpA6pv/NE+FikFpkZY5RlH9xpOflL97FQ95ungqqW++1bUQUhYvwdOHFBbMOUe044ZPd9xlQxzX13D4UyzoFPX6TtSk8glnnvectmqLIx45O/pGuZ57lU/2o6mDW+3C/YjAYAwMmihgMBoNROOJ4KmV60UDHKGIHJl94uZ552iri67m+OC6C/OO+oELebp7aacw7mHVBLVsSketZQFpMFFA29Y1fOS47WWAPZu1XHya3Q+jNFcUkktvHHaPIEjfIIw2VPonXJcUo8uj3ivrS0N/8dj0rDoNpswcGg9FcYKKIwWAwGIVD38o7DCQqn0/+lifkAz0RHujyvUGuYTRVj+dqNlYU2dK4bDCtU3OkFDqpGEX1dz3zidVj3QXLMyaQ005BUNrQEs9GjX2jE3b77rMgYFdbyaBcY6ulWKIxT1cUmeqSJrqkf8kgRX712Ie7AIPBGERgoojBYDAYhUPf0lqfN6vBrMN/w91vBnaG3SxKAR91he+1+KgoXIvflKLIr2hGBsjbzVPtW2+XpyhWT2CIZi27ytls+JTjsuMDn+y+u7AFFjJkXyIJ9HEhSx8kd24k/GeztKeuKIrK8HM9s9RDsp/3HZW3/5Kl8QDLYDDqgEKJIiFEixDibiHEbyu/vyeEeEoIcU/l/0uLLI/BYDAYjQlKBSBPsPelgK/1Qtr1zFNRFO30U80tSUehZRQM5ZkKaLcfLzsF1skefyiEbX3sU5fCdz2zFOrlVqTF4WEkEEKgHJGHQGVnPBryJgZxfkOarGgpqTHyvN1wpRpUc4dtz2JWxZniesbKTQaDUUe0FmzvPQAeBjBCOvbBIAh+VnA5DAaDwWhg6GqCcMcZOQGRB6LpA9PUy+2E/BpvSJNVDUTBdVk68cfBrItH0sZRMOv8ao6i6mPwgovPA64YRT6KosofVQezdhvw2wFQjVGUIuwy1quZkVaKZldlymQSFcw6S3tGZbfE7x/JjuPeKi7QoHe2CzIqnFT7xYFHVwaDUQ8UpigSQkwDcBqAbxVlk8FgMBjNiWgufeOjGyu/k9l1S0mYXc8GaJVVWNyWYsw4QbttqKU//dJubNi2B2/8zt+TfIStKF+hgiJeyRSO6PZ+79a1eGrTrtRC1j9GUTG9VAjg+W17cM8zW+ldzyqH/u0n91pteJQEoMjFsUXt4Zn7sRd3Jr8tF/HSrp4M9Wp+CAjc+sRm9PaXw9/C7HKlb0lvtJmhv0ZkT+R69rFfP4DLf/cItu7ucd7bkEwK/97R3Ytf3bMe5XKAR57fjnuf2ZrUx7s2NKoaZ/clFpLBYAw4inQ9+zKAiwCUteOfEULcJ4T4dyHEECqjEOJCIcQdQog7Nm7cWGCVGAwGgzEQmDSyA13tLbj5sU1oby1h2uihaGspYdKIDnz89IU495AZcVo5qKk+D16x3+i61PfwOeMAAGctn2pNd9icsfHfq2aOAQC8dlVyLe84Zq6S/t3HzfOuwzu1vBTedNhMLJ0+CoumjUyda21RW2/d5t1Y/bk/K8cOmTUmlW/O+C4AwOzxw7zqedqiyaljU0YNRWd7S/z7uAMmetmicNyCCQCAN6yemdvGYMT4YUMwvKMVtz35EgDg7qfDxeuhs8dg+YxRGCq1vw2y8uiS0w4wpmtvDaeI8ycNJ8/PHT8ML2zfi3ue2YrZlT4kY0xXu7Mune2tGNPVbn1Oxg8bgs72Flx45GyrrTlSHeYQfTl6xl+xzPyMt3jIsjbv2qv81rOsmTc+/vtxiVAajEgRF5Xf9zybECuzxnWhoy293KAUXjrZKe+o95FTFzjr88bVM9HeUsKMMZ0Awva/8sYncMe6LQ6SJVG+AsCW3b0AgE9f8zBO/vLNeNnXb5FS5cNrDw7fE8szvtPOOXg6gPBd+MbDZgIwP5MMBoNRJApxPRNCnA7gxSAI7hRCHC2d+jCA5wG0A7gKwIcAfErPHwTBVZXzWLlyJX+HZDAYjCbH5JFDcf+lJyGKcxt94f3bh4+NvxCfumgS/vn8DqP65KnPnVo3V66Z47qw9vLTnOX+6C2HYtaHr0EQAFe9YQUA4HNnLcL//P1pAMDxCyco6d93wv7edfjASfPxgZPmW9NceuaBFfcHgWPmj8df/pl8XJk1Nlwor738NCz6xO8xcmhbKv/0ygJKxnmrZ+J1h+xnXSRHZ5ZOH4Wvv345afcB4n7nwbffdHB8jYwEY4cNwb0fPxGzP3ItAODly6YAAH584epMdoQQWHv5ac42fvTTp6BcDoz38pLTF+LDp4ZEE5VkeEfS/373niOwgFjctreWcOclx1vrMbKzDQ9+8iRnf/jT+4+2XpP8jJsg5zUVd8biKfjGDU8AAL7wysWp8maN68LLlk7Br+9ZH9oZxM5o+rW/9/h5eN1/3Y6+/mRQ329sFx7+1Mm4/7ltOPM/bomPJ3GMkh+U61mEC4+cgwuPnINDPns9XtiuknUR3nzEbFywZhae395trPPMsZ1YPG1U6jj1Glq/dU+qPnodn/rcqTjpyzfh0Rd24tp3H4EDJtMkzpp545z9j8Lhc5N800Z35rLBYDAYeVCUouhwAGcKIdYC+DGAY4UQPwyCYEMQYi+A7wJYVVB5DAaDwWhwlEoidDMryYsvNaC1EqhT6Au1gVlg+QcFHtj66QsbudpZiRqXkiKybUtG3e+8YJKIRhFtG8GnjV3ltVTuuctWW4s5jU89vJ/JOvQbV6w1YN8N1h9dtx7sWwhhbhMhp1NPBcQx17grhCDTRHaEoANsB0HgNabrfUy+Nv0dxmAwGM2MQoiiIAg+HATBtCAIZgI4B8CfgyA4VwgxGQBEOGq+HMADRZTHYDAYjOZHFBQ2CYjb/N/eG+UKarUzE0t+GwfNRUY0U13t8At4XYeKNCDiuOMe8YfkcR/E37ZjLlD8Zry7o3zM4DpnAgfpZzAY+xKK3vVMx38LIcYjHHrvAfC2GpfHYDAYjCZBqRLo1LgzWqNjgOtq44FK2s5M1aOZbsy+gWa6I/Xeka2W8At4PYguOANK2rb0yjmbX5kBQeTLmhUUUSQdi945chWo2pS0z+muXdg4iD+DwRhMKJwoCoLgBgA3VP4+tmj7DAaDwRgcEADKAatU8iLleqZ8ma+NoojRQGgiVnUwueMo7rHGNPWpS6Mhuuxo7FHGJJPnmcWVjwx47dG2VtWXML9z0gKjffRGMhgMBord9YzBYDAYDG+EMYrybfHdqBjIBaJctikOR7Vg7qlx0ExPyqBSFHlcyyC63EyISLQyMU5Q8YcAzRWMspmnHpZjRtczj7EtcFSIXdMYDMZgAhNFDAaDwRgYCKBcluNZiKb6Ej/QdQ0srI0Q9vNZEV0rL4MaBwPd/7Kg2QlgGc0VG6q+iMcJYhczvQ/I474RxC5jXq5/lE3F94wsKp3PEuvIWR6DwWA0OZgoYjAYDMaAoKSxD4Nhqt0o1xDGfyrOXqNcFyNBM5EvzbiONj0/TXgpdUO861k5fS4doohyK9PIJBQZzDopw6T8cZbETDmDwdiHwEQRg8FgMAYEURydZpXrD/SC0UYECYjaxChi37OGQTORL81U1xiGrl6SWAhWkqhIxSgS6XOmPFSavKpIG7kkQA9jJHGlp0Fg38mNh0cGgzGIwEQRg/H/27vzOEnK8oDjv2f2ZG9YWGAFuURO5VQOURRQRIliRIkKHhA8iGg0KniAt8FbEzWGeCbGW+MVo1G88QooqFwKiAqIgMiy3LDz5I+qnumZ7ZnpmemZmur6fT+f/Wwf1V1v99NvTb1PvYekSoxemat2q55VbLwEW897FBmYOadOEXG4VjMM9SiazBxFE/w0NhoN1sVvKTq0blov6/TyzNbQs8nvC+pVFyWpWyaKJEmViCh7FLUNPavXcJpq56oYnQgaPZl1p8aa+kedci91KutEJpv06qfPPpGN5igap7/Q8HF/eOL90UPGJlqOfsxyTPBY+74nel0vyiNJdWSiSJJUidbKXNl2vw6NqjoML4iYmRV4avDRG6MOv8OWOvYoGnMem/p9lFnT+m46DXvdKAnUxft1nGC6C51+b633KRJTWb7/cCk61adOZTb+kprCRJEkqRKtlbl6uTrXbKq6vTDuHEUzNJl1TUOlilVdV6ZirN96e/Kgjp9rJrV66HQeejbGtxVjbzPV4814yZzxjo1T7RFq8khSPzJRJEmqxOh5dCLq3/CazfKP7vHQ3sgp5n/qXVbHhtDcU6ecXR3nuBrr+63T8NjZNlC2KrqZzDq7nPB6akPPOvQommC7Tj3IOpV5vPibSJfUT0wUSZIq0VqZa2joGfVqUFZd1PFXPet8VV+qQtV1pZf66bP0WiuJ0unY1EWHoo0yM8nGkwJ18/132qb9sRz6f+TQs9Ev6zwPXXf7k6S6M1EkSarEQBQn7EONCs+2J2W8PNBAxIz0OJmJeY/U//qpZtcpmT3bWsPyhnoUtT03uidOezJprMmlezn0rPXeMWq1zVEbjcujn6QmMVEkSapERDA4mCOSD3VvglXZhhx9Zb7ThLJTf++6R6b/1GmYSx2TK2MN3azfJ5k9401mPWaPogl+G1P5vsebPL3s81Tebht61qkX1Kj7E616ZiJdUj8xUSRJqkTEyCu0Qb06FVWePBnVJmn/7gZGf7m92qXtIDXEWD/1EZNZ1+h4NRtaSZ/WsNfxvp+kQ6+jjsO6Ri1h383Qs3Ee7PT64eHPo8e5Tbyvjq+TpD5gokiSVImgHALQ1qioY8+DdrNZ/vGuXhdzFPV+MmsTRZqKetfqkep+jJpJw6sjTtyjKDskkzpOHj2Fr7vj3EId9r3x67p688kXSJJqyESRJKkSAwG33nUv191yJ1C/q7JVtxfGm6w6Av7nV9fNXmE06+o0zKXqujIVYyUTBmr4WWZLa8jXDevvKh+JjZ5rufz6Wzd6/ejfydV/uWOK5dj4sWjrUTQ6tPdsGOyY3LrgDzcP3V53xz3F68fZr4l0Sf3ERJEkqRIrN1kAwEs/84uNnjvhwO0m/X77bbfptMs0VY/ba+3Q7d22XjEr+7zx1qIxtmb5IgCWLZo/9NxvOjTCpqO1jyN2W9PT99XU7b3tqqqL0LXFC+ZVXYRJW7Kwc5lXlMctgOWLF3TcZqc1y9q2md9xm37yiF22AGDZ4vlEwIVXrwNGfvbR38Nnzr+axQsGmD8wwJYriuPL/bdcPmKbcy69nhWjvuOj9tx6wvKM1+ur6MlaZHQWLSiaQedd9ReSjZNAV95w29Dtw9/+3THf84jdtgRgyxWLJyybJNVF///1kiTNSc99+E585IdXcetd9wLDV3x/+srD2XTJwkm/38dPPoA77xnsZRG79vYn78XrHr8HAJ989oHs9dr/nfF9LpxXNHL++Sn7sPOWy0c0Wk89bGf+6ZzfjNj+5UftOuV9rVmxmPNfdcSU4qLe+vkZj+S6W+7smJC8+HVHVlCisV145qO4+ubba5UouuR1j+b69XeydFHnU+S/euBadl6znIEB2GVUYqPl5IfuyD7brmLRgnncry1p1I8uPPNRbFIm1TZftojvvuQR/OX2u1m1ZMGIxMnyxQs4Zu+1fOGCa9lt6xWc9dcPYIvli1g4f4Aj99iKc/7hUHZYvZRzLrmeH135Zx69x1Y87+E7sXbVJiP2d9qjd+Xkh+7Ig974zaHHTu/i2Da86tnwY3usXcEXL7iWRfMHRjx34ZmP4n8vvo6tVi7mhA/+FBhOzLe2uei1Rw7dPvWw+3H8gfdl9bJFXX5rkjT3mSiSJFViwbwBdtt6Bb+9sbhq2zp/X7N8aldlF82fx6L51TRIF8wbYFWZRFkxyz0I5s8LNls6MoGzcpONezqMbnBNlo2guWHTpQvZdGnnhN2ShXPrtG7lkgWsXLKy6mJMyiYL57Hd6qVjPj8wEOy+dvxeg/MGggN2XN3ros1JK5eMPNbcd/US7rt6ScdtD9xxNV+44FoecJ8V7NXWIy4i2GmLIqG29ari+P/AbVeO2KZl3kCwuovj3WjtCaLWCLHWcLhk5LCxlUsW8KT9t+Wm2+4e8/3aE4kDA+HxUVLfceiZJKkyEbChnGynjvOYVGm4XeMXJ2nu62ZS/G7mqpvaBNet9994/0MTa3ezb48bUNQ5AAAfLUlEQVS3khrCRJEkqTIR0dPVuWbTWI2V2V4VqeNyzx2+03p+y5L6RSvJMt6xaDihM848Q9M5xkYM7b/1PoOZHSeH77QXL2hIagoTRZKkygzE8OpdXqmdGr81SXXQTY+imVpVbmiOohGPDcvcOAlkcl1Sk5kokiRVphgGkMN3aqTqxFbre5vtHkySNBWtY1WnHo9D20zhuNrNK0bMUZQjhzuPvj/dfUlSPzBRJEmqzEAEG1on6RWXpa66/d7Ga5xJ0kxrHau6GXo2Y2Voe/8Rk1lP4fWS1M9MFEmSKhMBg4MmMKbDhoukOhjdg2e8bSZzXJvUth1eN5hZDofzYCpJLSaKJEkViuEVZ2qW8ai6uEMTsnZo3Nh5SNJcM5QoGn+rGdr38PuONdp5ozmKOhxI6/Z3SpKmykSRJKkyxWTWDj2bDtstkupgaKhXJZNZl/9HDK9wNqI8ZtclqZ2JIklSZaJ91TMTHpLU96qYo2hoSBsb9ygarOd6CpI0o0wUSZIq0z6Zdd3M5UZFenVc0hwzmVXPZur42p6IGr6dHXs5dSqlFzQkNYWJIklSZSImtzSxNub3JqkOhlY9GyePPZXjWad52sbad/v+2//PKe5bkvqViSJJUmUioq3bf73O0iuf1HSS31tNO25J6hPDk1mP16Nopvbd6qkUG+0/J3EsrdvfKUmaKhNFkqTKBG2TWXv+PSWdvjeTQpLmmlaSZfweRWVCZzJ/D7rYNtpujN7/YGbH4XAeRyU1mYkiSVJlBiI8GZ8mE2yS6qC1olmvh55NRqe3T7ofeubxVlJTmCiSJFWmzifdVRe91dbqNBSiUzvMCa4lVal1vB/sYjLrSb3vJPYNw8fHof/HWPWs0zGz6uO+JM0WE0WSpMoMtJ29Vz7nT0059ExSPZRDz8bbYsb+DLQNaRtVgBxj1TNz65KazESRJKkyMcZtda/b783kkaQqRTdDz2Z43+NOZt1FlsrrGZKawkSRJKkyde5FVHXR00nAJdXIcA/SsTNFAwMTT3g9HSOOl+VObrnjHtbdcc/M7FCSamp+1QWQJDXXogXD1ysWzq/HtYu9tlnJhVevm3C7B2+/2SyUBjpdg1+7avFGj22xfNFsFEaSOlqxuGh27LRm2ZjbLFk4D4AF87r/e7Dlio2Pd7tutZxLr1s/dL/970sm7PzKr3LPhiJRdM6l12+0DcCi+fM2et+FkyiXJNWZiSJJUmWe/4j7scfaFSyeP49D779F1cXpyr+feABX3HjruL2hPv2cg9hu9ZJZKU+nYjxur7VsumQht911Ly//r19y5O5bccj9Np+V8khSJw/afjPef/y+HLLz2Mf6Zx68PdtsuoRH7r7luO/1iZMP5OM//T07bL6Uh3X42/FvT9+fN3/tUtbfeS8Pu/8WHLHbGqA4XiYMJYna/e0hO4y4v3LJAo7Zey1X3HAbj9x9S7ZcsYhH77l1F59UkurPRJEkqTJrV23C0w7YrupiTMrKJQvY976bjrvNg3eY+d5Ew6uebSwihhpPRz3Aho2k6g0MxISJllVLFnLsfttM+F4H7bSag3ZaPebz2262hPc8dd+NHg9iaNhuuwfvsBlrOvRMetff7DNhWSSpH9l/UpKkGqvzPE+SNJs8XEpSd0wUSZJUY7Z7JKl7LgApSRMzUSRJUg253L0kTZ7HTkmamIkiSZIkSX0vIuxRJEldMFEkSVINOdeGJE2Oh01J6o6JIkmSasjhE5I0BR48JWlCJookSaoxexZJUncinMxakrphokiSpBpKmzuSNCnm1SWpOyaKJEmqsbDpI0ldc+SZJE3MRJEkSZKkvlesemamSJImYqJIkqQa8qq4JE1O4LFTkrphokiSpBpzMmtJ6s5Yx0sPo5I0kokiSZIkSY1gjyJJmpiJIkmSasjGjiRNVjhDkSR1wUSRJEmSpL4XAWmWXZImZKJIkiRJUt9zLiJJ6o6JIkmSJEmSJAEmiiRJqjVXPZOk7hRDz6ouhSTNfSaKJEmqoZ3WLANgwEyRJHXlF1ev47I/rd/o8SUL51VQGkmau+ZXXQBJkjR5bzxmT778i2vZeuXiqosiSbXwx3V3bvTYSYfswBP2uU8FpZGkuctEkSRJNbTtZks45eH3q7oYklRbD7jPSs44eveqiyFJc45DzyRJkiQ1jiN3JakzE0WSJEmSJEkCTBRJkiRJkiSpZKJIkiRJUuM48kySOjNRJEmSJEmSJMBEkSRJkiRJkkomiiRJkiRJkgSYKJIkSZLUROEsRZLUiYkiSZIkSZIkASaKJEmSJEmSVDJRJEmSJKlxHHgmSZ2ZKJIkSZLUOE5RJEmdmSiSJEmSJEkSYKJIkiRJkiRJJRNFkiRJkiRJAkwUSZIkSWogpyiSpM5MFEmSJEmSJAkwUSRJkiRJkqSSiSJJkiRJjRPh4DNJ6sREkSSpL51+1K686QkPqLoYkqQ54tPPOWjo9lF7bsWbn+jfCEnqJDKz6jKMsP/+++d5551XdTEkSZIkSZL6RkScn5n7T7SdPYokSZIkSZIEmCiSJEmSJElSyUSRJEmSJEmSABNFkiRJkiRJKpkokiRJkiRJEmCiSJIkSZIkSSUTRZIkSZIkSQJMFEmSJEmSJKlkokiSJEmSJEmAiSJJkiRJkiSVTBRJkiRJkiQJMFEkSZIkSZKkkokiSZIkSZIkASaKJEmSJEmSVDJRJEmSJEmSJMBEkSRJkiRJkko9TRRFxLyI+HlEfKW8v0NE/CQiLo+IT0XEwl7uT5IkSZIkSb3T6x5FLwQuabv/ZuCdmXk/4C/AST3enyRJkiRJknqkZ4miiNgGeCzwgfJ+AIcBny03+ShwTK/2J0mSJEmSpN7qZY+idwEvAwbL+6uBmzPz3vL+1cB9Or0wIp4dEedFxHk33HBDD4skSZIkSZKkbs3vxZtExNHA9Zl5fkQ8fLKvz8yzgbPL97ohIn7Xi3JNYHPgxlnYj+YOY94sxrtZjHfzGPNmMd7NYrybx5g3i/GuznbdbNSTRBHwEOBxEfEYYDGwAng3sCoi5pe9irYBrpnojTJzix6VaVwRcV5m7j8b+9LcYMybxXg3i/FuHmPeLMa7WYx38xjzZjHec19Php5l5sszc5vM3B74G+Bbmfk04NvAseVmzwC+2Iv9SZIkSZIkqfd6verZaKcBL46IyynmLPrgDO9PkiRJkiRJU9SroWdDMvM7wHfK21cCD+71Pnrk7KoLoFlnzJvFeDeL8W4eY94sxrtZjHfzGPNmMd5zXGRm1WWQJEmSJEnSHDDTQ88kSZIkSZJUEyaKJEmSJEmSBPR5oigiouoySJIkSZLUJLbF662vE0XAgtYNf6j9LyI2j4h55W3j3eei8JyI2Lrqsmh2RMTKVt22jve3sn7vWHU5NLsiYteIWFreto5LfSQiDmvVbzWGbfEa68tEUUQ8JSLOB94YES8ESGft7lsR8bSIuAB4G/ABMN79LiKOBC4FDgYWVlwczbCIeGJE/A74J+DdYB3vZ2XC/+vAhyJii6rLo5kXEU+OiIuBtwCfB+t4P4uIZ0fE6yNik6rLoplXnqefDzwCuKfq8mjm2RbvD/OrLkCvRcT+wKnA3wGXA+dExPrM/FBEhD/S/lBmpecDzwGeBDwf+BFwZUQclJk/qrJ8mjkRMR94DPCCzPz6qOes432mTBQ8BzgOuBD4fkScAvxrZm6otHCaKfMoEsADwCER8eXMvLfiMmmGRMSuwAuBEzPzxxHx+4h4aGZ+v+qyqXfaztv+FjgNuBP4X8A496nyfO3vgVcCR2XmjysukmaBbfH+0Rc9iiJicdvd3YBzMvPHmXkj8J/AmyJipT/M/hARi7JwD/CVzDw0M38AbAucB9xQbQnVa+11vGww7gL8oRyK9A8R8Uj/+PSPiFjUdncDcAdwc2beQdGgfBywdxVlU++11++yHt8NfJmiZ8lJwJqqyqZZsQVwMfD7su7/HHsd9JWIWNh23vYzinP1fwWeFRGrqy2dZkp5vvYb4GPA7yJiYdlDeG3FRVOPRcSCtru7Y1u8L9Q+URQRZwBfi4gXRMS2wGXAURGxe7nJIHAL8KJy+9p/5iaLiJcDny/jvUdmXlXOZfEgikbFIoqD0Znl9sa75trq+PMj4oHlw5cDDwL+i6KR8QrgXRGxvKJiqkfa6vipZU+DDcBNwKZlEuFcikblceX21vEaG12/MzMj4j7AERRDDf8IPDkijrF+94eIeG1EPLbtoRuBW4H3AFcA6ymGK7w7IlZUUUb1TkS8Gvh4RDwzIjbLzJ+USf9/AbYBjvA43j8i4hURcUDbQz8Cfgf8D0WS8AnARyPileX2xr7myvO2D0bEs8peZFcBj7YtXn+1DlREnAgcTtGFdXOKk4xLKBIGLyvHRq4BngocHRFLM3OwqvJq6iJih4j4FrAHxVxE9weeGRHLy+z0NcDhmXk08DLg1IhYa7zrbVQdXwO8PiI2A34LPB3478w8HTgeOAhw8tua6lDHdwVOysx1wHXA0UDryvM7KZIHa6zj9dWhfr8uInbMzGuAn5Wx/QNwFsXwYoca1lhEbBYRZwMvoLigswAgMy/JzBcBPwDekZnHAydQzEHnMb3GIuJFwEMokkKHA6+OcgGKzLwT+DDFOfr2VZVRvRERW0fE5yjOwT/WejwzrwfOBb4KPLqs3y8CXhIRq/0bXl9RLD7wQ4rzts8AxwLPzczvAd8CXmxbvN5qmygqxzpvC7wvM39CMQHiJcC7MvNNFMMTTsrMl1FcrfohcHf5OtXPTRTDzI7PzG9TDEtYC9wLkJnXZuZfyttXAd8DdqiorOqBcer4WcA/U8R+UUQsKRuWv8aY19noOv4livgD/BvwAIr5ahZn5h8o5rVwxbuaGqN+XwS8pkwgPCUivgc8muK38FOKOU1UX7cBX8jMTSku7rwYiqvL5e8hKa5Ek5nXUvQc3amaomq6opiUfh/gtZl5DvB64HaKOWsAyMxPUPQ0ODQiHhQRT6uksOqFdcBnMnMVcHNEvLjtuf+j+B1cDZCZvwK+RnGRX/W1Hvh0ed72ZeBzFIlhgDMojvEn2havr9omitrGOD69vH8r8HbggRFxWGauy8wLImIhxY91Q2be49jI+imHm6yjaCy2XETRyJg/atvFEfFOYNNyG9XUOHV8P4reJm+lGHb2qoh4R/nYzyooqqZpnDq+NiJWZeaVwMeBo4C3R8T7KHoVXjXrhVVPjFG/30VxZXI3ih4IX8nMg4FnUMxJtW2Ht1JNZOZdFBdxAF4NnBwRW2fmYPl7mAccFxF/GxFvpajj51dUXE1DeUzfAPyJYvJqKBJ/nwd2i4j92jb/d+B95XOLUS1l5u3Af5d3XwS8smyDAQyW9Z+IWBAR/wysoBiSppoqL9K2n7f9BFhWXtC7OzNvycwLbYvXVy0SRRGxS/t4xrZM5FnAjhHxsPL+jcB/UHRvJSL2pej6BvDyWSqupml0vFsHlMxc37bZAcAf2h+LiMcB3ynvHp2ZN89CcdUDEXFYRGzVdn+8Ov4x4ImZ+U3gzcBfKK5kHZqZv5/FYmuKRsd7gjp+c/ncJ4HXUAxD+zPFUNN1s1ZoTVlEPDUi9ipvxzj1+88U9fvYzHxrZr4FoJzP5HGZaaOiJkbHvPV4Zt5aJhH+D/guRS+TlncDnwYOpZjT4mFlD2HNcRGxqu32QFtD8Gxgm4jYrxxuchVF78C9y23vR/Eb+BiwS2Z+cFYLrikZHe/W7cxcX9bvH1DU7/eXjw+W2z6eYs6iDcCTyuGHqoFxYn5b22aHUZy33dm27b7At8u7tsVrZk4niqJYyegnFFcjBkY9N7/MTr+XomdBq7GxgaLhCEWm+omZeZIHo7lvrHiX7YqB8narB9F2FEtlExEPiYjtKLo0PikzX1Re2dAcFxEHR8RFwDOBZaOeG6uO303R3ZXMvA54W2a+dtQfK81BY8W7izp+cETsmZl/BN6QmWeUPVA0h0XEERHxfYqeQvvAcFJwjPo9SFG/b25t00oyZLF6jua4sWLeXscpeg4BnE4xnHTniDgY2DszP0cxbcBpHtPnvog4KiK+C7w3igltyczBctgZFOfh36CYt4bMvIGRqxjeBByTmSd73jb3jRPv1vBRGK7fzwOOiYjNI2KPiLgvRQ/BYzPz7413PXQT87bztp0oe41GxH4RsSXFlBF/bVu8nuZcoqg8mVgQEa+j6Ir65sx8aeskMSLmZeHessvye4HbIuKsiDiEYtnk1onlnzPzT5V9GE1oEvEejGICxFa35O2BFVFMjPkaYGlm3pjF3CWqgfJE8mTgjZn59My8vHx8oNs6DiOGsGgO6yLeE9XxQTDec115TN8kIj4NvAp4A/BZYEn5/Pwu6vc8KJJDxnvum0TMW3V8IQwlDb5OsVrt+1rvl5l3z/Zn0ORFxIMpjs1vp+g5tG9E7AmQxbAzgJUUPf1XR8QrI2InYBeG55e8qbzgozlugngPlgnhLSinhCjbX58Hrgc+AizLzKvtJVgfk4j5ovIlS4EtIuLDFD0Fl2TmHbbF62vOJYrKk4l7KBoFn83MzwNExEOjmOCydTXy7cDnImJ7ih4oVwFvBL6XmW+toOiagknG+1PALlEskXws8CTgosx8ZGZeXM0n0DSsoEj4fDUiFkbECVF0Q18IEMW8Q9bx/tFNvMeq44+yjtdDeUy/A/jPzHx4Zn6dorfnCeXz95Y9hd6C9bsvTDLmnwL2KJNLR1MkBk/PzL2zGI6m+ngIRX39EsXqhBuAK9p6h74P+ADFedwLKRKHnwLOzcyPVlNkTcNE8X4vxXw1O5a9TU4AjgBOy8wH+Te8lrqN+dqy99DxwHOACzPzMZn524rKrR6ZP/EmsyMiXkCxqs3/ZebZFONaz4qIj1BMXnsVxZCyb0TEVynK/tgsV7oC3h8RH/JKVD1MMd6Pb8U7Il5PMdP+nysovqagLeY/zmIeggGKpY/3olgZ4S6KJdBbq2VYx2tsivG2jtdUW7x/mpn/lplfLB+fB/wWuCgiti17fe6E9bv2phjz9jp+GcVwM+caq4HR8Qa+CXwtIhYDTwCupJiE/oqyJ+gy4JllvK+jmNz4dVlOaqy5bQrxXg48q61+X0JRv50vtCZ6EPNXAB/NzJsq+QDqvcys/B/FfBU/plgG97sUXZdXAccA/0mxmlEAjwe+Cqxte+28qsvvv1mN98Kqy++/nsV8E4rJbC8Hnlxut5xiQtu92l5rHa/Zv2nG2zpes38d4v1yYMe25x9IsTzy8g6vtX7X8N80Yz6/6vL7b9rxPqM8b9sUeCfwV+V2uwMXA/dve611vGb/phlv63cN/1nH/dfp31wZenY4xdw0XwP+gWKs43Mz8wvAszPz0ix+ib9keKLq9uU3VS/TibdXm+tpdMwXA6cAZ1IkC5bD0KpXHwe2BOt4jU0n3tbx+ul0TD++9WRm/gK4EzgOhlfBsn7X2nRi7sTk9TM63guAU7PoSbAzw8ucXwqcS3mML+egs47Xz3Tibf2uJ+u4NlJpoiiGV8D4OcUQBDLzPIof4A4R8ZAcuerF0ymuSt9UbusklzVivJtnnJj/ANgD2Bp4KXBkRPxVRLyKYkz0xeW2xrxGjHezjBPvHwP3KSenbiUJvg5sUiYKstzWeNeMMW+WceL9Q2C7iNgd+BbwgYhYArwS2JNiPhOyXBZd9WC8m8eYazyzmigqx60PXVlq+3GdCwxExMPK+78C/gisLbd/YkRcSDG/xfPS5fVqwXg3zyRj/gdgv8z8d4o5qg4B7gscnZlXz2rBNSXGu1kmGe9rKRKDreTAGuA2EwX1YsybZZLxvhrYNTPfQbFy3WcphqX8dWZeP6sF15QY7+Yx5pqMWZnMOiIOAk4ELouIfy2HG7SWTL0X+A1wEXBcRJybmVdHMXv67eVb/JpiaNKPZqO8mh7j3TxTjPkaiu6sZOa3IuI7XpmoB+PdLFOM91YMH9MBXuKwwvow5s0yjfO2Xcq3OIliKWwnLq4B4908xlxTMeM9iiLiUOA9FN3W1gKviIhHQbFkarnZeuD7FGPc3xbFsuibAjeW2/3SpEE9GO/mmWbMb2i9j0mDejDezTLNeA+tWGfCoD6MebNMM95/Kre72wZkPRjv5jHmmqrZGHq2H3BuZn4CeAPFpKVPKbOURMQbKCYzXUcxw/qmFD/UdcBHZ6F86i3j3TzGvFmMd7MY7+Yx5s1ivJvFeDePMdeU9HzoWUQcCNyUmb8uH7oM2Dsi1mbmtRFxK7AaOCYivk0xD83pmXlF+foTgaWtLnGa24x38xjzZjHezWK8m8eYN4vxbhbj3TzGXL3Ssx5FEbEqIv4b+Abw5IhYVj71a+AW4CMR8TlgW+ACYHlm/jozn5qZV0Q563pmDvrDnPuMd/MY82Yx3s1ivJvHmDeL8W4W4908xly9FtmjxSgi4j7AEyl+iLsA38/Mr5bPLaRYAnnLzPxkRDwGOCUzjy6fH3C+inox3s1jzJvFeDeL8W4eY94sxrtZjHfzGHP12rQSRRHxdOB3wM8z85aIWEzRS+mlQABnZ+a1HV73KuDmzHzPlHeuWWe8m8eYN4vxbhbj3TzGvFmMd7MY7+Yx5ppJkx56FoWtyzGNzwCeBvxLRGyemXdm5u3ANykmwjps1GsPiYjzgYcCX5l+8TXTjHfzGPNmMd7NYrybx5g3i/FuFuPdPMZcs2VSiaKImJdFF6TlwDWZeTjwPOAm4OzWdpl5LnAVsGtErIyIpeVTVwJnZOaRmXlVD8qvGWS8m8eYN4vxbhbj3TzGvFmMd7MY7+Yx5ppNXQ09i4h5wOuBecBXgRXAsZn5jPL5AeBa4LjM/G752DKKJfgOBrYD9svMq2fiQ6i3jHfzGPNmMd7NYrybx5g3i/FuFuPdPMZcVZiwR1FEHAqcT9F97XKKH+k9wCMi4sFQzI4OvKb81/JY4BTgQuAB/jDrwXg3jzFvFuPdLMa7eYx5sxjvZjHezWPMVZX5XWwzCLw9M/8DICL2AXYAzgT+BdivzGJ+ATgsIrYvu7LdCRyRmd+bkZJrphjv5jHmzWK8m8V4N48xbxbj3SzGu3mMuSrRzRxF5wOfLru8AZwL3DczPwLMi4hTyyzmNsCG1njHzPyiP8xaMt7NY8ybxXg3i/FuHmPeLMa7WYx38xhzVWLCRFFm3p6Zd2XmhvKhRwI3lLefBewWEV8BPgH8DIrZ2GeisJp5xrt5jHmzGO9mMd7NY8ybxXg3i/FuHmOuqnQz9AwYmkQrgS2BL5UPrwdeAewJ/DYzrwHI7GKGbM1pxrt5jHmzGO9mMd7NY8ybxXg3i/FuHmOu2dbN0LOWQWABcCPwwDJzeQYwmJk/aP0w1TeMd/MY82Yx3s1ivJvHmDeL8W4W4908xlyzKiaTcIyIA4Eflv8+nJkfnKmCqXrGu3mMebMY72Yx3s1jzJvFeDeL8W4eY67ZNNlE0TbACcA7MvOuGSuV5gTj3TzGvFmMd7MY7+Yx5s1ivJvFeDePMddsmlSiSJIkSZIkSf1rMnMUSZIkSZIkqY+ZKJIkSZIkSRJgokiSJEmSJEklE0WSJEmSJEkCTBRJkiRJkiSpZKJIkiTVQkSsiohTyttrI+KzM7ivvSPiMTP1/lPR/vklSZJmiokiSZJUF6uAUwAy89rMPHYG97U3MKcSRbR9fkmSpJkSmVl1GSRJkiYUEZ8EHg9cBvwG2C0z94yIZwLHAEuBnYG3AQuBE4C7gMdk5k0RsRPwXmAL4Hbg5My8NCKeBLwa2ACsA44ALgc2Aa4B/hH4LfBuYDFwB/CszLxsEvv+DnAhcCgwHzgxM386xud8DXBrZr6tvP8r4GjgrLbP/43MfGlEnAYcDwwC/5OZp0/1+5UkSYLiREWSJKkOTgf2zMy9I2J74Cttz+0J7EORyLkcOC0z94mIdwJPB94FnA08NzN/ExEHAO8DDgPOBI7MzGsiYlVm3h0RZwL7Z+bzASJiBfDQzLw3Io4A3gQ8cRL7BlhSlv1hwIfK103p85dlOooicXRAZt4eEZtN8v0kSZI2YqJIkiT1g29n5npgfUSsA75cPv5L4IERsQw4GPhMRLRes6j8/1zgIxHxaeDzY7z/SuCjEbEzkMCCbvfdtt0nADLzexGxokxK3TzFzwtFz6cPZ+bt5fveNI33kiRJAkwUSZKk/nBX2+3BtvuDFOc7A8DNrd447TLzuWUPo8cC50fEfh3e//UUCaEnlL2ZvjOJfQ/tavSux/gs9zJyHsnFY2wnSZLUc05mLUmS6mI9sHwqL8zMW4DflvMREYW9yts7ZeZPMvNM4AZg2w77WkkxXxHAM6dWfI4r93cIsC4z142x3VXAvuW2+wI7lI+PLtM3gGdFxJJyW4eeSZKkaTNRJEmSaiEz/wycW07u/NYpvMXTgJMi4kLgIor5fQDeGhG/LN/3hxSTTn8b2D0iLoiI44C3AP8YET9n6j2y7yxf/37gpHG2+xywWURcBDwf+DWM/PwR8dbM/BrwJeC8iLgAeMkUyyVJkjTEVc8kSZJmWLnq2Usy87yqyyJJkjQeexRJkiRJkiQJsEeRJElSJSLiWcALRz18bmb+XRXlkSRJAhNFkiRJkiRJKjn0TJIkSZIkSYCJIkmSJEmSJJVMFEmSJEmSJAkwUSRJkiRJkqSSiSJJkiRJkiQB8P+WIrd/bcf1GgAAAABJRU5ErkJggg==
"
>
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<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In&nbsp;[6]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">air_temp_C_df</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">,</span><span class="n">y</span><span class="o">=</span><span class="s1">&#39;value&#39;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="mi">10</span><span class="p">),</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Air Temperature Celsius&quot;</span><span class="p">)</span>
</pre></div>

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


<div class="output_area">

    <div class="prompt output_prompt">Out[6]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x7fd2842d4850&gt;</pre>
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<div class="prompt input_prompt">In&nbsp;[7]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">water_ec_ms_cm_df</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">,</span><span class="n">y</span><span class="o">=</span><span class="s1">&#39;value&#39;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="mi">10</span><span class="p">),</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Water Electrical Conductivity (µS/cm)&quot;</span><span class="p">)</span>
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    <div class="prompt output_prompt">Out[7]:</div>


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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x7fd28450bb50&gt;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">water_pH_df</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">,</span><span class="n">y</span><span class="o">=</span><span class="s1">&#39;value&#39;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="mi">10</span><span class="p">),</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Water pH&quot;</span><span class="p">)</span>
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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x7fd28428bc50&gt;</pre>
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Zez4xqwMaaNLpLXz6pnAABg6Hlr92HtqGmUDa9Y5g0EldNDoqhy8SLlxlSBS9Kfwu0DfDwzAQCyFImiARS7+lmsU7//rA43JbdB4lu7j3S54llEjstBoggAAAw5//XoGn3wntd00U9f0qOr9kgKTz1zJp561p3ICmneAM9MAIDsRKJoAHlcDt338VM0vjRPC08crdExc+APJbmqKN/j1NiS3G7H5LicJIoAAMCQ8/e32lcuO9QYehnnDwSjSZ8Ih8PoJ9ecpMIcl5665dyE14okl/wBmlkDALITDWsG2GWzx+qy2WMlhd5sTfvWU5Kk+pbkznvfcahJV8zuvkm2x+XQpgNH9dS6/bpwxqhOpdYAAACZYlVlnZ5cd0CTRubH7Y+8FPMFbcKeRFefOkFXnzqhy+u6XaFzapuS3yoAAIBMQKJoEMX2D3pr92HNLx+etGt7/UE1tgW6HXO42atDjV59/uG3VHH5DN14/pSk3R8AAGAwXX3f6wn3+4OhRJE/EOzVVLOOinPdkqSaBhJFAIDsxNSzQeR0tDe4dvbhwaUr/vAc+rkTSrodd8akEdHtHTWNSbs/AABAqqz61sVa9a2LtfF7lynP7ZQvYBUMWgVt4lXOejKqKNQqgBZFAIBsRaJokEXmyt/xrw1Jud5LW2r0oXtfkxTqU9SdXHf7r9vo2B+cAAAA0kFsz8WRhTkaWZijPI9TbqeR1x+UL1xV5HYe+6Nu5Fnt589u0ZFmr2555G2VVyxVi7f7ym0AAIYKEkWDzNXN8vV98cjK3VpTVS9JKslzdzvWE7NErBUNGgEAQGbaWt2QcL/H5ZA/GIw2ou7vc9enHnpTj7+zT5L0k2c29+taAABkChJFgyz2gSUY7H+ypinm7dbcCaXdjo1NFAEAAGSq5vDzzx8/dXrcfrfTIZ/ftieK+lBRFCt28ZFkL0QCAEC6InMwyGIbWk++9Un97xu7+nytNn9Ay7fURD/3NPXM42TqGQAAyHz/eKtKklSQE//ss7++VX9dtUcnfe8ZSVJdP1cu217TFN1+/J29/boWAACZgkTRIDPG6KqTxkU/f+uxd/t8rUONXknS8SPy9V8Lp2nCsLxuxxfmsMgdAADIfA2tfknS7PHdL+Sxu66lT9f/241nddqui7OZAAAgAElEQVR37tSyPl0LAIBMQ6IoBX750Xlxn/+1dp8CfZiG1twWekj62iXTddOCqTKm+yqhicPzj/keAAAAg21bdaNe3lqjo62Jp3u1+gI6cWyxclzdV1NPKSvo0/1PKx/ead/aqvo+Pa8BAJBpSBSlyOkxDyBf+vPb+sj9rx/zNbZVh5a4722jRiabAQCAdPenN3bp4p+9pOsfXKm5tz+TcEyrLxi3mmtXThxbnLS4DjW26ZKfv5S06wEAkK5IFKXIw585QwUxPYXerDx8zNfwBkJLv04ZVdir8b6Yt2A9FB8BAACkxONv99wLqNUXUK67czXRpjsukyTNP36YfviBObpk1pg+x7HqWxdHt//znEmS4nsWAQAwVNG0JkXcTod+fd0p+uTv34zuK69YKkk6fdJwPfq5znPjO9p0ILQ0bG97DyVjlTUAAICBtKuuOe5zTUOb8jxOPbFmny6YXqaxJXlq8QVUkufudG6u26nKxYuSEsfIwpzo9viYPpCBoI1bnAQAgKGGiqIUmlKWuBJo5c467a/vufni5nCiaFi+p1f3mz6mqPfBAQAApMDEDotz/On1Sj25dr++8Y91+tkzWyR1XVE0UM6aMiK6/cMnNw7afQEASAUSRSk0cXi+1n/3Um37weWdjjWFG1V3x1qrGWOKlOfp3YPSuNLuV0UDAABItfKRBRpTnKudP7pCTofR0VZ/tKl1iy8gKdSjKKcXPYr6q3LxIm39weWaMaZYs8eH+h1tOdgw4PcFACCVmHqWYgVdTBv7zB9X64WvXdDtuW3+YJfnAwAAZKIWb0BFuS4ZYzSy0KOHXquMHvM4Q8mhVl9AeYNUUeQO37MoJzTV7eWth2St7XG1WQAAMhUVRWmiY5+hnYd6bpbo9QejD0wAAABDQZu/vVroPSeMjDsW6bY42FPPJOn7H5gd3Y70iQQAYCiiHCVNvPvdS6PbkabWPfEGgirM7duvkJdgAAAgHQWCVs7wg8p3r5qlf7zVvgqaLxCUtVYtg1hRFBHbWzJoWSAEADB0UY6SxqobWrs9vraqXi5H336FPN8AAIBjUV6xVOUVS1Xx97UDep+gtXKEVxXL98S/EPMHrC6/62UFreRP4Wqui375ijYdOJqy+wMAMJBIFKWhi2eOliRVHmrucowNZ3pcx7g8690fnSeJN2EAAKBvHnlzz4BeP7aiyOkwuuP9s6NT7f1BG532tfdIzyvEJtvSm8+Jbv92+c5Bvz8AAIOBRFEa+sKFUyRJjW2+Lsd4A0FJ0pwJJcd07StPGqfxpXlq9gb6HiAAAMhqwW6qeXyBoBpaEz/DWGu19WCDVu+q04Z9R7U5Qa+fQLC9okiSrj/zeG35weWaO6FER5q90f3HD8/vxzfom1njSjR9dJEkaVdtz/0kAQDIRCSK0tDwfI8kafmWQ12OOdQYelCyfagMavMHtb+++2ltAAAAEXvq4quc/3fFri7H3vTntzXn9mcSHvvn23u18OfL9aF7X9cVv3xZl/5iuf75dlXcmKBtryiKVZjj0qpdh6OfZ40rPpavkDTnTQs12I6NBQCAoYRm1mmofGSBJCnP03WTxqMtoTd144flHfP1c1wOlea5+xYcAADIOofDlTwzxhRp04EGHTza9QunZesPSApVHTk6TJE/kOC8J9cd0AfmTYh+DgStclydE0X/c/Vcvbv3qJra/Npd16xLZ43p03fpr69fNkN/emOXWn3BhN8RAIBMR0VRGluyuqrLiqF94Xn5w8LVR8diZFGOfClsAAkAADJLpHF0xeUzJEm/fmG7/OFp8LFafe1T27fXNHY63tzWfnz2+FBF0L83HFR5xVJtqw5NQwtYJUy+TBiWr8tmj9GHTp2gryyclrIEjcvp0M0LpkpqbwUAAMBQ0q9EkTGm1BizxBizyRiz0RhzVhfjTjPG+I0xV/fnftmmpqFN7+5NvKJGpJHjmJLcY76u22ESPtwBAAAkEghGFtFof3R8ev3BTuO++8T66PYDL3du9hybSPriBSfEHbv4Z8slhSqRnGlepBNprt3m53kKADD09Hfq2V2SlllrrzbGeCR16ipojHFK+rGkxJPV0a1NB44mbFjtDT+YTBtVdMzXdDmN/AEqigAAQO9Enhti8kTR6uZY26rbq4iafZ0XzvAHrYpzXVp7+6Vd3itorRwJehSlkxx3qD2Al0QRAGAI6nNFkTGmRNJ5kh6UJGut11p7JMHQmyT9XVJ1X++VzR5dlXgJ2pU76+R2mj6VXbudDvmCPNgAAICQg0dbVV6xVOUVS/X27s5NmhNVFD3y5u64MdZavVnZfu4bO2qj14xUMgeCVi5n14+fe+qatX7fUT23Kb0fG3PC36HZ609xJAAAJF9/pp5NklQj6ffGmLeNMQ8YYwpiBxhjxkv6gKR7u7uQMeazxphVxphVNTU1/Qhp6EnU9DHC18eqIJeDiiIAANDufb96Nbr9gXte63Q8EO6Z6HQYLbkx1GnAdKj6qWvyxn1u8bZXFK2pqpcUqihyxrzkuu/jp8adc/6dL/Ql/EEX+Xk0tpEoAgAMPf1JFLkknSLpXmvtPElNkio6jPmFpK9ba7stX7HW3m+tnW+tnV9WVtaPkIaeFm/iH12z16/zp/XtZ+VyOuSjRxEAAAhr9XeeJhYrEK5EdjmM5pcP1/tPHtdp2lVzODH0P1fPVeXiRbrnulOixyKLcwSCQbliEkWXzR6jysWLdObk4Tq9fLgyZa2N8aWhVWdjk2EAAAwV/UkUVUmqstauCH9eolDiKNZ8SY8YYyolXS3pHmPM+/txz6xzqLFNn37ozbh9f16xW2uq6uMetI6F22miq5cAAAAcafbFfY5MGbv058vlDwSjlciRaqCCHJd21zVHx0nSXc9tjbtGUW57K8z/WbZZUueKogi306EjLd5O+9NVQU7ouz2/qVqtvkD051DT0JbiyAAA6L8+J4qstQck7THGTA/vWiBpQ4cxk6y15dbacoUSSV+w1j7W13tmq47z9G/95zpJ0sjCnD5dz+VwsOoZAACIKh/RaT0SSdLmgw1q9gXaexSFlyO7/qzj9dHTj4sbu2R1lSQpxxV6vDx5Ymn0WH1LKBEVCNqEL7o8Toe2HGxvhP2rj83r61cZFHPGhxYaafYGVH20PTm0YmdtqkICACBp+lNRJIUaVT9sjFkr6WRJPzTG3GiMubH/oSHWy1tr9Kc3dum5je1L0c47rrSbM7rmdjqiD2wAAABHWnz64Lzxqly8qNOxYNBGK5EjSZ4ZY4r135dO7zRWan+RZYxR5eJFWjR3bHQRja4qiiIJqIj3zh3X9y8zCDwuh8YU56rqcIve2NGeHEq0EtxAWbGjVrWNVDABAJLP1fOQrllr31Foelms+7oY+8n+3CsbFeW61NAaapJ4/YMrOx2fODzx27+etPkDOtxMoggAAIT6Hh5p9kUbNHcUCNpoRVHssvU57sTvG0cXx1c8u2MW0QgEbNzKaRFFue7odoHHeWxfIEWGFXj07MaDejbmJd4Pn9ykT58zOWEyLJmqDjfr2vvfkKSEyT0AAPqjvxVFGCCvVVykl//7Qg0v8CQ8fufVc3X2lBF9uvaY4lxJYvoZAABQY/il1PQxRZJCzyBXzBmjK08KVfUErdqnnsUkefI9Lo0ryY1+vmXBVEnS8SPiFsGVy+mInt9VRdGtV8zUbz8xXxWXz9BrFQuS9dUG1H0f79iaM6TFN/ANrvcd6XpVXAAA+otEUZoaV5qn0nyPzpw8POHxa+ZP7LQsbW+NLAq96fOSKAIAIOu1hVcvi0wZG1eap3uuOzX6DBK07RVFzg5TxK6YM1b54QqgSLWRs8PzydEWn/aGp2QFgsFO08wkaXiBRwtPHK0bz5+iknx3p+PpqGNC7JNnl0uSZn/naW2vaUxwRrx399Zrxref0t/DvZ0S+fBvXteUW5/Uu3vr4/Y/vf5AdHvlzrpjiBoAgJ6RKEpzH5w3odO+0yclTh71lscZ+rV3XNYWAABkn8iLo0gT6ohIwieQoEdRdIzDRJNIgWBQxkiODmOe2RCammWt7bKiKFMV5bR3cYh9ubfgpy/1eO57735Frb6g/utvaxIer21s08qddQoErb77xPq4Yw++sjO6ffNf3j7WsAEA6Fa/ehRh4F184ujo3HNrrXwBK4+rf/m9SE8BEkUAAKDNlzhRFEn4hHoUhcZ0TPIYYxRpbRSwtlM1USxfwHa56lmmWvfdS9Xs9cvpMMpxOXV6+XCtrExOhU+kT6UktfoSP7MtPHG0/r3hoKobWjWqKDfhGAAAjhWJogxijJHH1f+Hq0hFUXVDm0YV81ABAEA2i1QUdXwRFUn6BG13FUWKNsEOBDtXE8X6zB9X6bXttRqWIVPLeivf0/44PbKovbdkecVSbfvB5XI543+uO2oadVGCiqPqhlZ994kNWrp2f6djkZ//rtom3fn05uj+syaP0L83HNS7e+t10Qye6QAAycHUsyxUEC6TrmlgSVUAALJde7VQh0RRXEVReNWzjokiEz/1LFG10FcXTpMkHQov5T6UV1699YqZcZ9f3FzTaUyiJJEkrao8nDBJJElef6hB9uf+tFr/ihnzgXnjZYy0rupoX0MGAKATEkVZaEpZoSSp2Tvwq3IAAID0Fs7zdJo2FkkKBa26rCiKjglaBYKdryFJNy+YqsrFi/Svm85JduhpZ8KwfL373UujnyM/t6587rzJ0Sl/TW3+TscrFy/SB+aNj1Z9tXZYUW1YgUdTygq1bu+R/oYOAEAUiaIsFFmdZMvBhhRHAgAAUi1aLdQhxxP5HLfqWYdBr22vlSTVt/gUCAY7rYoWK7Jaq8c5tB8/Y39EP162qduxuW6n2vxBlVcs1WPv7E04Zt+RFu2pa9HKnXWqrG3udHzO+BKt67AqGgAA/TG0/6ZGQqPDfYmGUjNJAADQN8FwjyFjOk8rk+Knnrk6TE+LLM2++WBDj82sJem+j5+iZ75yXlLiTlf5HpdOGBWq3k60wlvkR3Tfx0/Vgpmjovtf3RZKukWm6o0oCPU72rAvNK3s7ue3xl1n3e2XSJJmjy/RwaNtqm5oTeK3AABkMxJFWcjjcshhpNomb6pDAQAAKeD1B7XpQCgBEVm1rFNFUXhHU5tfa6vqE46JWLPniGoa2hImRmJdNnusykcW9D3wDPHsV8/XB08Zr7oOz1rWWlkrfeGCKbps9hiNK83rdG5kqt7qby+UJM2dWCJJennrobhxRbmhpuBzxoeOv0tVEQAgSUgUZSljTPQBEQAAZJdp33pKl/3iZe2ubY5WFHVM8kQqj6++73U9u/GgpM5VR8cNz5ck/eipTXp6/UEV5rCgboS1Ul2TV9a29yn6yTOhFcvWVIV6CuW4en4UP3vKyE77ct3t580aVyxjFE3mAQDQX/xtnqXGFOcq1+1MdRgAACCFdtc1R5tZd0wCnTyxtMfzn/nKefrHW3s1ujhHkjQ5vGAG2qf6ewNB5bhCz1yPvb1PklSaH5pWVpTr1hNfOkd/Xrlbf1m5O+F1vnjhCbrz6c1x+5bd0j59ryDHpSllhVQUAQCShkRRlpo4PE+bD9DMOpHaxjZtOtCg95zQ+Q0eAACZLrbCxRsIRBNEHWeNFeb2/JiY63bqY2ccl9T4hopI8qyx1a+cwlCiaO+RFklSWWFOdNycCSX60YQ5XSaKOjpvWlmn6Xtzxpfote2HujgDAIBjw9SzLNXQ6lebP5jqMNLSR+5/Q9c9sCLuQRoAgKHijR110e3SfE/07ztHh4qiob462UCL/DR31bWvVFaaH+or9P5544/pWp89b3J0e9KI/E7H50QaWh+loTUAoP+oKMpSp5UP15LVVakOIy1trW6UFFrlxdXNMr8AAGSi/fUt0e0cl0PB8HujjokiY4y2/eByeQNBGRl5etFPB+2mjymWJLX6AtF9s8eVqKHNn3BaX+XiRV1e69YrZuprl0yXPxhUXoLWAXMmhBpar9tbrwXhKW8AAPQViaIsVZDjVGObX4Gg7XGFknT32+U79Nr2Q6o63KKt1Y1669sLNTy8pGxPnt1wUP/5x1WSpLW3X6LP/GFV9Nin/7BKL22pCW2fM0nrquq1srJO/3P1XH14/sTkfxEAAAbBK9vapygFg4o2s060sr3L6ZCLyqI+KcgJJXQ27DuqsSV5enTVHq3cWaczJg/v0/U8Loc8XUwGOHFsqKH1ur31WjBzdJ9jBgBAYupZ1tt3pKXnQWnuodcqtaaqPloJ9PT6A70+N5IkkqTH396rFTvby/E37G9fFe7BV3ZqZWXo2H8vWdvfkAEASJnYKWX+YDDazLpjRRH6Z1K4j1BDq1+ffuhN3fvidnkDwQGZ+k9DawBAMpEoylIzx4bKoVtiyqEzVZPXr/fOHRv97A/2rbdQk7f9Z7H8/12oj51Oc04AwNATOxUqaG17jyKeCpOqKNetXLdDLb6AfMH25NDp5X2rKOrJ3PElWkeiCACQBDwSZKnc8DKtO2qaUhxJ3+2pa9apd/xbR5p9KshxqSi8Osu3H3tX5RVL1dTm7/b88oqlcZ8XP7Upuu10GtU1ebs9d8qtT9LwGgCQUbz+oB57Z1/0sz9gqSgaQB6nQ/cv36E9de0V3LnugXn8nh1uaP3cxoMqr1ja6TkHAIDeIlGUpcaUhBodtvkzt6Joe02japu8+tApE/SR0ybqH58/O+54dUNbn647eWSBxpfmxU1hG1Ocq8kdlqINBK18ARJFAIDMcaQ59BKkrCi0PHvA2miPogxvWZiWrj/r+E77CnMGpkVopKH1rf9cNyDXBwBkDxJFWWpEYajZ85FmX4oj6bvGcMXQZ8+brONHFGjq6KK449vCPYti7ahpVLPXH1cJ1HGVkee/doEkaVh+e0PsN25doOe/doHGl+bFjV2967D++uZu/fqFbWrxZm7SDQCQHQ41hhJFC08MNTwOVRRFmlmTKUq2q0/tvPjF8R1ePCVLpKH1waPtL8pe235Izd7uK6wBAOiIRFGWKs51S5LW7DmS4kj6LlLGnWiZWEn6TEyjaklaV1Wvi376kk687Wm9WXm4x+uPKg69bS3ObX/zd84JI+PGfPS3b+jrf1+nO5/erJm3LTum+AEAGGxX/PJlSaEGy5L0u1d3yjL1bMCU5rk77fMM0CpyBTkudZwR/7HfrtCJtz09IPcDAAxdJIqyVEGOS06HkceVuX8EcsKxF+e1J3I2fu8yfebcSdHPvkB788it1Q3R7eqGVknSHe+bJUl69qvn6btXzdKa2y6JjolMNbvl4mnRfXe8f7b+/vmzdcf7Zun2K09M5tcBAGDQzBwbqsJ9cXMNU88G0LACj66dH19VNGFYXhejk+s7PKcAAPooc7ME6LfjhudrTVXmro7x1u5QVZA75s1cnsepby5qfzC6/f/Wq7xiqS77xXJ99dE10f1f+vPbkqQLZ4ySJJ0wqkj/cXa5SvI7v/lzxjw4e1wOnXr8MF1/Vrk++Z5Jncbe++J2zbptmb78yNv9+3IAAAygkphKl8jfj1QUDYzTJ8WvcpbvGZgeRR1dd0Z7f6Szf/Scgn1cFRYAkH1IFGWx+hafGlozt0fRv9bul6SEVVHjws26H16xW5K06UBDpzFSaOnarlx50jhJ0jlTR3Y55n0nj4v7/ONlm9TkDeixd/bp4NHWbqIHAGBwHWps711z7gllnY6XJnhZgv6bVBbfk6gkwXS0ZLnpohOi27HPR/vqW/XDJzcO2H0BAEPL4LzSQFq6cPoovbb9UKrD6DdXglr5VysuUps/qBnf7r5vUFE3K4/MLx/eqdF1R3d9ZJ7uvPokOR1GvkBQL2yq1ucffkuS1ExzawBAGmkM9yX66TUn6bgR+XHHlt58TrcvT9B3pxw3LO7zQE77/69Lpuumi6bKHS6H3vHDKzT51iclSSsr6wbsvgCAoYVEURbL8zi0v75VTW1+FQzQUq0DJbb3UKJVWowxyu2iyXUsRxIaMkQe+JwOZ9zD34U/eTG6veLWBRpdnNvvewEA0BfX/uZ1rdgZShQk+jt/oBosY/DFPovEPuesrarXW7sPd0pcAQDQEU8FWWx4QWhVr00HjqY4kmO37N0DvRr3h0+dHvf5uOGhN6gXzxylL1wwJelxdTVNbcFPX0r6vQAA6A1fIBhNEknS3AklkqRnvnJedN/kssJBjyub3PWRk1N278+dPzm6/e8NB1MWBwAgc2RWGQmS6typI/XL57Zm5BSpZq+/V+POn1bW4/SxZMpxOVW5eJHKK5bG7W9s6128AAAkW+zf87luh8aVhlbdmja6aFD/jsxmV8wZq1seeScl9/7G5TP1jctnatZty+T1B3s+AQCQ9agoymIF4VU3nlizL8WR9N626kaVVyzV5gONktK3VD7STBsAgFR77O290e3JI6kcSgVneJr8hGF5KYvB43KQKAIA9AoVRVls+pgiSZIvkDnLpS57N7TS2bq9RyRJv0hhKXd3lnz+bL2z54i+EG5sPbIwJ8URAQCy1Z665uj2P75wdgojyV4Oh9E9152ieceVpiwGEkUAgN5Kz3IMDAqnw2j66CItXbdf/kBmPDhEGlc3hFduKStKzwTMuNI8XTFnrCoXL9JHT5+oQ41tqjrc3POJAAAk2f76Vo0s9Khy8aJeLfSAgXHFnLEaW5LaiqI3dtam7P4AgMxBoijLHWpsk9cf1Kf+sCrVofRKZIGzTQcaJEkleem/lO+IcNPwc378QoojAQBko7V7jygQzJzqYQyMPXUt2lXbrJUxjc0BAEiERFGW+/S5kyRJy7fUpDiS3nGY+OXsp45K/14Ln49ZXS1TKrcAAEOH2+nQ1FFFqQ4DaWLVLhJFAIDukSjKcmOK25sub9h3NIWR9E5smmh8aV50Klo6K8hpbwV2wjefko9kEQBgEO2oadLxI/JTHQZSzO0MPTP9z7LN2l/fkuJoAADpjERRljutfHh0+4pfvpzCSHontqKo2Zs5S84PL/BEt+95YXsKIwEAZJNI8+IWXyDFkSDVbr1iZnT7rB89n8JIAADpjkRRlps4PF93vH92qsPoNYejPVF0/ZnHpzCSY7P6WxdHt7fVNKYwEgBANom8VDnluGEpjgSpdsN7JqU6BABAhiBRBHmc7cmX8oql0e09dc0qr1iq8oqlaTNdKibUuCld6S52itwTa/ZFf67W0lwUADBw6pq8kqSCHFY7gzS2pL3lQORZpLxiqRrbMqdKGwAw8EgUQVeeNC7h/hseejO6/crWQ4MVTreczvY/smNLU7fEbF+cPWVEp32+AIkiAMDAOdoaSgAYpX9PPwy8ez9+asL9D7y8Y5AjAQCkMxJFUL7HpcrFizrtr2/xRbfTp6Ko/UF39rjiFEZy7P78mTNVuXiR3n9ye2KO5YoBAAOpLdybaPywzHq5goFx8sRS3f3ReZ32t/rS4zkPAJAeSBShk//8Q6iSqKahLbrvUKM3VeHEccX0KPK4MvOP78jCnOj2zNuWqbxiaUY15gYAZI4/vr5LkuR0UFGEkMLczlP373tpu17YXJ2CaAAA6Sgz/6WNAXHxzNGSpGc3hh4UPnr6xOix4rz06AcU28w6x5WZ/Ra+dun0uB4BkrT3MMvUAgCSb+m6/ZKoYEW7MyeN0M0XnaAzJg2P23/nss0piggAkG5IFCHqzqvnRreDQavaRq9K8tyS0ieRMRQqinLdTr3+jQVx+x55c4+ONKdH1RYAYOjxkyhCWJ7Hqa9eMl1//dxZqly8SIvmjJUkbdh/VP+3Zl+KowMApIPM/Jc2BkSOu/2Pw6f+8KaqDrcoz+1UUa5L+46kR6IotqIo1z10/vg++MpOnfy9f6c6DADAELL5QEN0u2MlKxBx9gnti23c/Je3ta26MYXRAADSwdD5lzb6Ld/j0nvnht4qvbi5Rm6XQ6NLclWc61ZjWyDF0YXENrPO1KlnEau+dbFuXjA11WEAAIao2sZQr8GbF0zVtNFFKY4G6epjpx+nBz4xP/r54NHWFEYDAEgHJIoQ57ypZdHtNXuOaGxxrvI8Tq2pOpLCqNoNpWacIwtz9NWF0zRjTPvD+7/W9r7ke/OBBv3i2S0qr1iqWbct0zf/uW4gwgQAZKhVuw5LkhaGexACiRhjdPGJ7X9G9tQ1pzAaAEA66HOiyBhTaoxZYozZZIzZaIw5q8Px64wxa40x64wxrxljTup/uBho75k6Mu7zluoGHWn2qcWbHhVFBTmZXUWUyOfOnxzd/tKf3+71eXc/v1W/eHarJKnJG9DDK3YnPTYAQOZaubNOkjS2lGln6L0DVBQBQNbrT0XRXZKWWWtnSDpJ0sYOx3dKOt9aO0fSHZLu78e9MEjGl+bpkc+eGf38vpPG64LpZQra9GiC6XKE/sj+5TNn9jAyc3xg3gQ9/eXzjvm8xjb/AEQDABgqvP6gzpg0XCMLc1IdCjLAzh9dIWNYIQ8A0MdEkTGmRNJ5kh6UJGut11obNzfJWvuatfZw+OMbkib0J1AMnticUFGuS26nQ74ADw0DKab1ksorlmpXbVO347dVN+jFzTWd9n/tb2uSHRoAIAN5/UGtrKxTYY4r1aEgQxhjlONy6DfLd8gOwAvCd/fW64bfr9T6ffVJvzYAILn6WlE0SVKNpN8bY942xjxgjCnoZvynJT3V1UFjzGeNMauMMatqajr/4xeDa375sOj2tadNlMdp5AsEUxjR0DelrDDu85V3v9Lt+Fe31UqSPnve5Lj9S1ZXJTcwAEBG2l0XeuEwrMCT4kiQSUYU5MjrD6rNn/znvmXvHtALm2v03MbqpF8bAJBcfU0UuSSdIulea+08SU2SKhINNMZcqFCi6OtdXcxae7+1dr61dn5ZWVlXwzBI3E6HKhcvUuXiRSrICVUU+UkUDSinw6hy8aLo555e5DWHe0Z9deG06O8KAICIyN8Tl88ek+JIkEk+c+4kSe1/fpLJH57SxovAF1cAACAASURBVMtHAEh/fa1HrpJUZa1dEf68RAkSRcaYuZIekHS5tba2j/dCirld6TP1zCo94hhoDW1+lVcs1blTR+pPnz5DkvShe19TYY5LL21pr7rLcXXO9T66ao8+PH/ioMUKAEg/V/3qVUlSAVPPcAwKc92SpFPu+HfSX0I9s+GAJOnu57fp7ue3SZJmjCnSsj70aQQADKw+VRRZaw9I2mOMmR7etUDShtgxxpjjJP1D0vXW2i39ivL/s3ff8W2U9x/APyfJ8p7xynIUZznD2XtBJknMDGUXCmWWXSitE0bZ+EeBQstIoRRKgbIpw1kkIZBANomzd5zEduIR7ylLut8fkk4nS7I1fZL9eb9evLjx6O6xk+juvvc83y8pKkytgt5oCsh8dW/Jc/p0JW9cN9ZufcORCml5x8kquyARYM4nYPXkJcMBAPtLagPYQyIiCiVjMhKU7gKFkHlD06Rlk5+TWkdrzUHLe2cPlLYdPFvn13MQEZF/+FL17B4AHwiCsBvAaADPCoJwhyAId1j2PwagB4DXBUHYJQjCdh/7SgoJU5mDEQZWwQi4hdk9Hd7grT9UhnUHSzv87A1TdEiNDceHW06hskHv0XmPl9fji1+K8Le1R6APQF4CIiLqHDVNrahpapXWwzVqBXtDoSY+Kkxa/mxHEZ76dj+aPJiGZjSJ+HxHEf79cyEaLNVZT1c2QhRFFFU1Iie7Jx6YP8TuM+9tKkR5XQsa9azmSkQULLwejyyK4i4A49tsXibbfwuAW7w9PgWPplbzDUJNUytL7Crgxne2ud1WqzGP/vJ0yPjsF3+Qll/67jBzHhERhahRT6xWugvURfzx890AgLc3nnD7vuD3H+/C1wUlAIA/f70Pn90xBb9atgnPXDYCVY2tTvMTPfbVPjz21T4MSInG2gfP91v/iYjIe76MKKJuIiMpCgA8eqNEvll+7wzcOFWH93470WWbfzvZ9+xl2YHsFhEREXVxBY/N9/qz1iCR1ZGyegDA9wfNU+fHZJgr6373+5m4f+4gu7bHyhu8Pi8REfkXA0XUoShLIswWAwNFnWVYrzg8fvFwzBzsugpgZnK0w7ZeCZHSsi43H+/8dKLd85hMIi57/SeH7Rz+TUQUGs7UNOGrXcUAgOpGz6YdEzkjn35mNfGZNV7lqnz6W3MK03MNLQCA5BgtAGBQWizunzvYob0uNx+63HxsOsYaOERESmKgiDqkVZv/mrQwd03QSIwKczoNsFdChN36E9/sd2gj9/H209h5qtph+0ZZEm0iIgpeS7/Yg/s+2oWGFgNW77PPZ+fshQKRN8rqWlBU1eTx5xoso9GPlJpHFmmdVGt15pq3Nnt8LiIi8h/WTKUOWUuwB0WS426YT7swLweVDXqMfeo7AMCJ5xYBsK94ZhWl1eDEc4vQf8lyt459urJRWn760hGYPjAZ57+wHvUtHFFERBQKdp42B/v1BhPqLN/dux6bh/jIMKfXCSJ3FOblSCOIrPcU7twbJEVrsXBEOp6+dITTzw5IienwPEREpDyOKKIOWd/+VNQHz5D27nbrG6U1V60J16ggCEK7N/9t9+ly8zH7xfUAAFEU8Uz+fuwtrgEAvL7+mNROrRIQFW4+zwOfFOAPnxb480cgIqIA0KjM1+ji6iY8ZZnmE6XVMEhEPmt7v7HwlQ3Q5ebD5KIKriiKqGzQIzpc4/JeJTrc8R21q7a63HwcL6/34ScgIiJvMVBEHbIGikxezE0n/wjXqHDdpAz8/ZoxbrX/9I4pduvHLQkiWwwmvLXhBC5/42fpuFaXju6N5GjbdLbPdhT52m0iIgowrdr8gL32QJltm5vTe4jcMX9Ymt36SdloZLnaJvOoIXllsxmDku3a9Iy3nyIvt+r+mQ7b5rz0g5OWREQUaLyToA71iDYnHmSCY+UIgoBnLsvG/OHpbrWfoEtCYV4ONv5pltP91nxTapWAm6f3R2FeDiK1aqhUAuZkpfqt30REFFhhlqBQMwtOUIC8ecN4FOblSOtGFyOKGiz3iUPSYqVty349TloO16gQEaZ2eZ4h6bEozMuxOxffURIRKYOBIuqQdZjwiQrnb5AoeMXIhnjrcvOlPEfW9Ua90a4NAAxIteUPWLHnTOA7SUREXlNbpux8tbNY4Z5Qd+GsourjX+/D1Lx1AIBIrS0YFKZWOV32hHyq25Pf7IcuNx8X/PVHr45FRETuYaCIOpRgKZMazqHsISchSotpA3sgJdY8paxR7/jG+aoJfe3W/3jBEGn5pe8OB7aDRETkk7hI8zW61fIw/d5vJyrZHerC/vKrkQCA6qZWh33v/lwoLU/q30NaDlPbcg+1N5qorZ9yZ0vLTa22e5d/WYJUh0rr3D4WERF5jk/+1CGtWgVBACrqW5TuCnnhg1sm48NbJrnc3ysh0m5do1bhyvF9AABHyupx6Gwdvttf6nKoORERKSc5xjw9vLyuBZkp0Zg5OEXhHlFXdcX4vsjuHY/V+86irtkxWGRlfTkF2BfYGNkn3u1z9U6IxFOWymm5X+yBwehYefeHw+X4ZPtpfF1Q4jLBNhERecex9ABRG4IgQBSBsjrlA0W8DfBOkiXPlLumD0rBJ9vNyawveNk8vPu6SRl45rJsv/eNiIi8J68iZTDyKkmBFa5RodUoIvvx1Xa5hOTUKucV91qdBHvak2IJgn5TUIINR8rx9V3T7fb/5l9bpeXTlY24a9ZAj45PRESucUQRuSU+MgwRGveHDAcay/56pkdMOL66a5rdtn/eMB57n7jAafuLR/XCOzdOwNQBtuHjq/adDWgfiYjIc7ERtkDRnKEsRkCB9fjFwz3+jPWWbe7QtPYbtjFvmK2AR3VjKyoaXL+w3Hz8nMf9IiIi1xgoIrfUNLViywnzRfhERQN0ufk4ea5B4V6RJ0b1TZCWo7VqzB2W5pDIWm5WVip6y6alVdTrkfXoCuhy86HLzceRTsoPcLSszukN4GvfH4UuNx+3/2d7p/SDiCgYyatC9U2MUq4j1C3Ip6uLbpYkS7Dk0UqVTUlzR9uRSYtf/9ll2w1HKnDLv3k/QETkLwwUkduKqpoAALNeWA8AOO8v65XrDPnkzxe590ZweK84u/XmVtuw8XmdVHFk7ks/4uo3Nzts/8uqQwCAVftKUdmg75S+EBEFG62s0MSQ9Nh2WhL5Lk42gu1MTbPDfl0Px2DlpWN6Q6tWITMlxmFfR7J7O+Y1euzCYQAATZtA0poDpR4fn4iInGOOIqJuxFU+AVdunNYfN07rDwB47Ku9eG/TyUB0y2ee5j0gIuoq1IKAKK0a+59coHRXqBvQqFV49doxuPvDnahvMdi2qwTcNjMTf1yQ5fCZP1803O0XVG19c890LHplA/afqZW2/XZ6f/x2en9p/X87i3H/x7u8Oj4RETnHEUXkEWdVJ6h7cJacUpebH7DziaLo9PjPrTiAK5dtsts26dm1+HZ3iUfHN5lEjH5ytTSVLpA/CxFRoIgAmLWPOlOU1pyzcv5ff8Sn20+jocUAg0mUtvtbe9PkAUCUlTqxXs9ZqZWIyDcMFJFbrEGCYKh8Rsq4f85gjJblOQq02iaD0+0fbj6F01WNDtvv/nCnR8c/VdmI6kbX5X2JiEKBKLLAA3WukX0SMDbDfD/w0Ge7UVJtTk2gVgXmseJv14yRlq+e0Ndh/8IRPR22HSuvD0hfiIi6CwaKyC0vXzUaANCoN6CfZf55ZFjwVEGjwIuPCsP/7pqGwrwcuyls7iaz9ITRJKLV5Dh6TRRFNOgNWDy2t9SPN64b69U5nI2QMvENJBGFGBEiRxRRp0qOCcfzvxoprVunoA1O8zwHkTvS4yOka37e5SMd9keEqZ1OrQ/E/QkRUXfBHEXklhaD+aH97+uO4uQ582iOplYjdhdVY2Sfzhtlwmt+8Om/ZDl2Pz4fcRFhfjle9p9Xoa7F+Wiio2X1MIlAuMYWpIz14rwLXv4RB886Vm0b/udVWH7fDPRPjvb4mEREShA594wUEKW1PUJcZqlGFt3BFLFA650QiWLL6Kb5soIbK+6bgaE941x9jIiInOCIInJLg+XB/atd5jww1mpYJyoaFOkPR9kr765ZA6Tl05WOU8G85SpIBECacia/4Zs2sAcAYFy/RLfPIQ8SJUVrpeWmVqNffxYios7ASyJ1tl4Jkbhmov00sLEZ7l+HA+Hz3011un31PlZDIyLyFANF5JZE2cM0AMwflg4AKKpqUqI7FAQeusBW2WTriUrc99FONOpdB3nc0WIwutynN5jw4ZZTACBNfwTMuTlmDk5BdaMeK/eeRavR5FGw55dH56EwLwdf3z0NALCnuMbL3hMRdT5RFJmjiBTx3GL7aWBajbKPFfIpanLL95yxq9BGREQdY6CI3JKVHmu3nhoXDgD4bj/f0nRnsRHmYeZPfLMfX+0qwbDHVvl0vI+2nna5b/AjK7DmQBkA+1FAAJAco8Wx8gbc8f4ODHp4BWY8/z2qGvROj3Ok1HHKGWC7wf3LqkPedJ2ISBEiACcp14jI4lBpHUb82bf7EyKi7oY5isgtg9PsA0UzB6cgMyUaGt6ddmvbHp6LLScq8Zt/bfXL8c7Vm6vqfXvPdERp1RABzHnxB4d2yTHhdutPXjICG49U2FXlq2lqdRgJBwDlsja7HpsnLav4Rp6IQpCJI4pIQTsemYuCompkJgcmkbW3dj8+H6+uO4raplZ8tM31SygiInKOgSLySoxWg57xEfjp6DkOe+/GIsLUOG9wit22FywjcracOIcli4a6nbOgor4Fb/xwDFqNCiN6x3vUj5hwDbJ6xqGsrlzadv4L6wEAaXHhKK1twY1TdbhqQl88LxsxlBBlCyQZZRXPdLn5AIA1D8zEwNRYlNY247Xvj+KGKf0wMNU+aEpEpCRRZI4iUk6PmHDMzkpTuhsO4iLCsHTRUJTWNkuBorM1zUiPj1C4Z0REoYFTz8grMREa/HT0HABg8/FKhXtDSsvJ7iktv/HDMby+/ii2FVZhsaUSijvyd59Bq1F0mOZ4y/T+dut3nDcAztx5vvPtpbXmEUTv/lyIha9swK7T1QCAm9sct29SlMNn575krppy7Vub8d6mk9I6EVGwEMECD0SuJMpeCH25s1jBnhARhRYGishtSxaakxffOqM/1LIpZ7XNrZ3WBxFix42o07123VgpgeSxZxdh56PzPT6GNdHkp3dMsdt+5QT7qiq5C7PgzOTMHlIfFo/t3eH5Hr1wmN16TLjGaRJMADjNpO1EFKREEeCYIiLntBoVTjy3CCrBVsGXiIg6xkAReUytsv9rs0aBhNa8JQ5ukVq1tHzzu9s6bG8yiVISaa3a/u+XSVQ2OHj5Gz9DbzBJ69ZpaUREwUHkiCKidgiCgCitBh9uPQVdbj6uWPYzCiyji4mIyDkGishtv57cD1dP6Is7Z5mn+Hx022SFe0TBSl4id+3Bsg7bVzWaK5RlJEU55LsanBqLSf2TAABPXzrCrfMvXTQUc7JSAQD9k6Md9t84VefWcVQCEBmmRkpseMeNiYgUwBxFRB27aZoOlZZqqNsKq3D1m5sV7hERUXBjMmtyW3S4BnmXj5TWJ2f2QP/kaDS1GhXsFQWrwrwcafRNq9GEMLXruHSj3vx36J7ZAx32qVQCPr59isP29iTHhOPtGydI6yaTiMyly6X1xy8e3mHfnbH+PKGcwN1oEmE0iVCrBBhNIjQqASpWLyQKWaLIHEVEHXlw/hBo1Sq8+N1hAIDeaILeYOI1kIjIBQaKyCfhGhU2HKlQuhsU5AY9vAIAsPL+GchKj3PYP+P57wEAzQEKOvr7JrD/kuUug0nB5vq3t6C8rgUr75+JmqZWzHz+e9Q02ecV+/CWSZg6MFmhHhKRL0SIUDFSRNShjB62ohVGk4jBj5jvTT6+bTImZfZQqltEREGJU8/IJ+FhasRGMN5Izr1y9Wi79bUH2p+Gpmln1JGv3rphPADHJNaeuH/uIH91p9NsOFKBg2frAJhLA7cNEgHAvzcVdm6niMhvTJx6RuSWi0f1wqwhKcjuHY8BKbZp6W9vPKFgr4iIghMDReSTEb3iUFTVBFHhhMMUnC4Z3RtD0mzl7petPwaD0WTXRj6KKJBBx3nD0lCYl4Obp/f3+hj3zx0sLe8trvFHt7xy4EwtFr/+E74/WIY6D6oOnqtvcbp91b7SgI3mIqLAMk89Y6iIqCOCIOCdmybim3um45YZmdL21ftLsb2wUsGeEREFHwaKyCfW4e47TlZ1yvkYjwo9OSN7Sst1LQb84dMCu/2fbj8tLWcmx3Rav3x14d83Knbuha9swC+nqnHTu9sw96Uf3P7cqn1nAQD9ZMPvrazT/4gotIjghZHIU4NlL7EA4FfLNinUEyKi4MRAEfnksrG9AQDnLJUkOgtfnoaOe2YPlKZ9AUD+njN2+61/d1bdPxPDejnmLwo2W5bOUboLdkprnY8ScsZkeZ5ced9MfP67qfj2nunSvvI6949DREGEyayJPDauXyLWPDATmSmOlVGJiIiBIvJRYpQWALBPwWk4FNwEQcC8YWnSeqtRlEa2AEDB6WpoVAKGpMc6+3jQSYuLkJZ1ufnQ5eZjteznUYIuNx8X/PVHad1gNOH6t7eg4HS1Xbv/bD6JuAgNIrVqjOuXiBG94zu7q0TkZyIYKCLyxsDUWNw0VSetf7jlVKede/2hMjzyvz2ddj4iIk8xUEQ+SYsLBwAUVzcr3BMKJbf/Z4e03Kg3wmAKrakTiVFhduu3yX6eQGvSO88ldKi0DnqDOf/TD4fLseFIBS557SdpvzVoVNtsCHwniajTiKIIgemsibwyKytVWl76ZecFbm58Zxve33wKR8vqOu2cRESeYKCIfBKl1UDXIwqtbRIUE7VVmJeD++Y4Vg1rNpgwc3CKAj3y3s7H5it27ga9OdDz5CXDUZiXY7fPaAm41bc4BoPqXASICvNy8OvJGUiK1vq5p0TUGTiiiMh7fRKjHK6lnanFwPtnIgpOrGtOPosIU+PrghK8cvVoVl4ht1386kbsLjJPWVwwPF3h3vhOl5sPAEiOCcf2R+Z6/PmGFgPu/vAXVDe1YoIuCUsXDXXarrTWPHovMkztsO/qNzdBpRJQWuM4wu/xb/a5PHeUVoPKBj10ufn4w/zBuHu2Y0CPiIKTKILjiYj8RJebj8NPL4RW4/67dIPRhIEPr8Cg1Bh898B5Hba/4V9bpeWcv21Ez/gInLFct/9762RMGdDD844TEfkZRxSRz6wlzRtcTIkhsrplhrk0vVatwomKBml7TZP7Jd6DRbaL/D4VLkrQd+R4eQO+P1SOA2dq8YmsElxbVQ3m31WU1vzv7j83T5T2xUWGISZcgwGpjtXjjpbVAwDeuWmCw74LZIG6F1Yf9qr/RKQMEbYKpETknWkDbcGZfSWe5d0ssxSDOGK5znbkx8PldutnZC93rnlrs0fnJiIKFI4oIp9dMro3thVWobHFgJjwwP6VCq1MNtRWbESYNMT7P5tP4tH/7QWAkKw68o2sYtin20/joc92S+uiKHo8us4aLBuSFou9JbUu29W3mNtZS9zPGJTictj8pGfXOFRFmzUk1aHduH6JdusmkwiVKjgePPUGEzSWvqhUQlD1jYiIuoYPbpksjQyu9vDlVaPsRWlzqxFhahXUTq5ToihCnpLxzvMH4PX1x5Azsifyd9sqwuoNJo9GNBERBQK/hchn1uDQyk6t/MQHxVCXFGXLiaMJ8Qf/hCj7/D79lyz36PN/W3sEv357CwDz1DWjScTlb/zs0O77Q2W44/1fANhG8rVnQIrjyCJ3ZC5dDl1uPmqbO3+k19Gyeuhy87Hl+DlsL6zE4EdWIHPpcqlPmUuX4+o3N3V6v4iIqHu46Z1t0OXmY3dRdceNARw6a0tInfXoSgxYuhzrDpZCl5uPbwpKpH2Pf70PA5ba7g96JkQCAPokRtodb/AjK6SgFRGRUhgoIp9ZK0ZUNugV7gmFkkXZtulORjG0x4rNHZrqkKhb70GCykOldUiO0eKpS0fgvrnm4+w4WeXQ7j+bTkrLGUlRHR739evG2q23rdYm91PubIdtxVVNHZ7D3zYdqwAAfF1QguOy6Ylym49XdmaXiIioG3jt2rHonWAL2ny+o8itzzW1mkcUyUfn/mWVeRr3fzbbrtv/ll3DI8PU+PWkDLx67Rg8OG8IPrptMgDg2kkZ3v8ARER+xEAR+Sw+MgxhagGnKzv/oZJClyAIePKS4QCAltbQrvohCAJ+P2+w3RSwRr37ZeiPldWjZ3wkrp/cD7pk2zS8k+fsAyXywI07U9sSorS41ZIXCkC7Sap7J0Q6TGFb8sUePL/yIGa/uB5Lv9zj0c/kLeu0MpMIHCl1XTZYDPHgIhERBZeckT3x5V1TpfV/bzqJY+Ud5x2y5ib8x/XjpG0HzpinkLu6Uq+6fyYEQcCFI3tBq1FhcmYPFObl4IYp/aQ2n2xzna+QiCjQGCgivzCYRBxu56GOyBlrsONQF/y780dZzqKOHDxbhxaD+Y1klKya2Xl/WW+X6Luy0fNRe77k89l1uhqvrz+G4+UN+HDLKQx7bJXXx3KXNSmvySTirQ0nXLa7/u2tLvcRERF5o22uzTkv/tDhZ06UNzj9rNyr647YrSdEOx/hK5+W/8fPd6Os1rGKKRFRZ2CgiPxiZJ8EJpglj43oFQfAXN65q7h+svlt4Po2VU1cMRjNo6lmDkoBAGjUKkzsnyTtb261Jckcm5EAAPjl0Xlu90ee/2lkH+eV2uR2PDIXD8wb7Pbx/c2aAFQ+HfGfN4zHU5cMx53nD5C2bTxa0el9IyKiri1Kq0H+vdM7biijUgmICFMhIkyNnY/Og1Zte7yyDv7ddPyctO3Hh2YhLsJ5oCg1LsLu/N68ICIi8gefAkWCICQIgvCZIAgHBUE4IAjClDb7BUEQ/iYIwlFBEHYLgjDW1bEotLUaTCg47V7SPyKrrljSOTU2HIA5R9Gfv9rbYfstJ8z5dtLjI6RtYywBIcB2k2kwmrBqXynGZCQgKdo+eXZ71Crb17w7VQl7xITj3jmup6gVVwd2iqna8gMbZaVh5g5Lw/VTdPjjgiy7trrcfHzmZg4Joq6K0zCJ/Gt4L/uXKote2WD30qatrSfOITXWfA1PjNbiN1Nt08esFdGs6RkmZyYho0f7OQbl51/w8gaUBPi6S0TkjK8jil4BsFIUxSwAowAcaLN/IYBBlv9uA/CGj+ejILXfMhe7vQupP/CGuGuxBkFEdJ0/10tG95aW5YkrXbnun+ZqZ2lxtkDRgGRZtTLLr+agpapKlNY2Nc0djS22vEK9EiLbaWnv9pmZTrdf9Y/AVhzTqB0DRXJLFtoHi/7waUFA+0MUErpezJ1IUQ/KRtbuP1OL7YWOBSasGvVGNMiutYvH9pGWdxfVAADGWxJd39NOrkBXpuat8/gzRES+8jpQJAhCPICZAN4GAFEU9aIoth1ScgmA90SzzQASBEHo6XVvKeg16QMbKLLqggNRuiXB8nTTleJ/Hb0pdGXawGRp+eLRvaTlFkv1tHrLTehd5w/06LiD02Ol5fhI11XP2lqyaCgK83Kk/5642Jx4vCjAldCso8ysOZvaToO7/bwBKMzLwb9/OzGg/SAiou7rnjmD7Ao8NLRTzKHFYMJCWSXXoT3jHNokx4YjIkxld61vT9viEkREnc2XEUX9AZQDeEcQhJ2CIPxTEIToNm16A5Cn7C+ybKMuasXes0p3gUKIdVaUpgvnt9Ll5uPg2Vqn++Tb5SOFwjW2r2a90YTmViOufnMzACDSwxFF0dqOp5u5Iy7Sdhxdbj5eWHXIL8dty5qjyDrFzdUIKvnfGV1uPtYeKA1If4iIiJ5bfgCr9zne49Y2t6KyQY+oDq61H287jXCNZ9dvuZy/bYAuNx9v/njM62MQEXnCl0CRBsBYAG+IojgGQAOAXG8OJAjCbYIgbBcEYXt5uXsJYCm4vHTlKADA3pIahXtCoWRoehxundEfr17btdKXfff7mXbr93+0y2m7K5fZpnHJg0OCbMic3mDCqcpGaT0r3fFNZXvG6xIhCOayv77Iye5lt/7q90d9Op4r1kBRYYX5Z3Y1Cmq8LtFu/eZ/bw9If4iIqPv65HZz+tUzNc1Yd7DMYf+R0noAQHKMfe7ANQ+Y7wNundEfgPla7k6eQLnbz7NNAT9SZj7Ps8sPenQMIiJv+RIoKgJQJIriFsv6ZzAHjuSKAfSVrfexbLMjiuKboiiOF0VxfEpKig9dIqUsHtsHGUlRqGt2PTSXqC2VSsDDOcPQN8m76VrBalBarN2w8foW5/8umi3TygD74BAAvP2b8QDMQ9rluQ88HVGUFheBE8/l4DUfg3FajcphKLzRJEIURTTqDWg1mlx80jPWZNbW35mrwFi4Rs2h+UREFFAT+yehMC8HvRIiUVHf4rC/0TIlbUyG/cuLPonm+5rEaC1EUURTqxGXjfFsUsWShUNx3aQMAMCF2baXPc2tRugN/rnmEhG54vWcBFEUzwqCcFoQhCGiKB4CMAfA/jbNvgZwtyAIHwGYBKBGFMUz3neXgplWo8I3BSX4+zVjlO4KUVApqmqCLjcfgC3vwGvfH233Rk9lGVlTXteCHw47vsUMBgOWLrdbn6BLxKd3TPXpmGq1fcAsJsL9y5TBaIJG7WuNBiIiInsx4RqsOVCGmc9/jx//OEvavtKScqHtaCHr6FiTSUR5nTnAFObF9SkzxVzcQp7/MOvRldIyX5gQUaD4ekd9D4APBEHYDWA0gGcFQbhDEIQ7LPuXAzgO4CiAtwDc6eP5KIilx0UgIowPaURW7QVN/yLL8bN16RyH/QmWKVeiKEoBpbtmDfBzDz335Z2uA0Hb2qkK4662+ap0HSQHf+M620iphpbOSaZPFEy6UC0AoqD12EXDAMBuKjgAWAt0DkmLtdtuHR1rPhA1jwAAIABJREFUMIkorTUHinrGR8BT103KwEtXjsJdswbaTUUjIgo0n57qRVHcZZkyNlIUxUtFUawSRXGZKIrLLPtFURTvEkVxgCiK2aIoMolEFzY2IwHNrSbUNbcq3RWioHDRqF4O277bX4rPdxRJ63++aBhS4xxvHq25eTYercAn24uQmRKNhy7IcmjX2cZkJLb7BrPBxTQ7d6llU/D6J0c7TMlra2F2T+QtzgYAl0nDj5fXY1thJUwmPlJT11NR14KqBr3S3SDq0qzl7QGgrLZZWj5WXo+MpChpFLCVSiVAEMwjioqrzcGlPomRHp83IkyNxWP7IEytwpKFQx32F1U1OvkUEZHvOPyD/EZrScab/fjqgJ2Dj3kU6m59bzse/LRAWu+f3LZYpFlStDkx5nubTgIAjpc3BL5zfvDWhuM+fV5+s93S6t4IIYMlAHSVpTJcW7Nf/AFXLNuE1wKUgJtISVtOVKKqkS9oiAJJ/tJi4rNrpeXDpXVoMTi/VqkFAQaTiDve/wUAEOVhMmt3TP+/7/1+TCIiwIccRURtLczuiRdWH+6Uc3XdYurU1Rx+eiH2FNdgd1E1+iZG4Zb3bAMrw9QCzhvsPIF/QpQW10zsi/9uPQ0AmDEouVP6666tD8/Bmv1lSI8Px6g+CdhXUosb/rXVryMbdC6CaG0N7eleJbiCompfukNERN2YWiXA6GRk6uTMHq7bi7b26U5GD3tq3xMXoKCoGmdrmvHAJwUdf4CIyEscUUR+ExuANyVEoU6rUWFcv0TcNK0/5g5Ls9uXGhvR7tQqec6DND/cYPpTamwErp2UgdlZaegRE46Zg1PQMz4CPx6p8Om4sntq9IgJd+szatkopK8LSqTlygY9Zjy/Tlpfc6AMk59d67cKbURE1H30SrBdh09XNkIURVQ3troMAKlVAoxG20XNJPo+Lj46XIOpA5KxeGwfadua/aU+H5eIqC0GishvEqK0SneBKOg9/6uR0nJxdVO7beW5i26cqgtUl/ymqdWIc07KB3ur1c3yvwNTY6Tle/+7EwZLIOjiVzfidKX97/hsbTM+2nrKb30kIqLu4dnLsqXlL3cWo6jKfH1xFQBqO6LIOqXc3+QjlYmI/IWBIvIbrUaFOVmpGN7LvWkgRN3RleP7ul3OdoIuCQCgEoARveMD2S2/uGJcH7QafXtjKsoykU1zc7pd27LE1pxF1pv4388djMK8HFgHHlkr0BAREblrxqAUFOblQKtRoUFvQL2leMPYjESn7a1T1dLiwnHV+L6ICFP7tT/7nrjAr8cjIpJjoIj8Kipcg30ltahhYk0in0WHm28qXSW8DjZRWg2aWo3Q5ebjk+2nvTuILM4U5eVN9eNf77Nbj43QWP5vriT36vdHocvNx7qDHK5PRESeidCo8I8fjuOS134CAERqnV+rBADrDpahtLZFCir5U6TsGqnLzcepc6yARkT+w0AR+VW/pCgAwOGyOoV7QhT6IsPUuG1mJl66crTSXXHLvGFpGNU3AQDwx892+3y89Hj38zK9crXtd/TRNnOQ6qJRvQAAV03oCwD46q5pdp/57bscrk9ERJ6xTgXXW6ZHuxrxW93UKo1sXXewzO/9UKkEDJJNvX52+QG/n4OIui8GisivZmWlAgAaAvDmBIDdaAOirk4QBCxdNFQKvgS7Eb3jce/sgT4dQ/5P3N2qZwBwyejeDlP6YiM0SIrWItoyNU2XHI2Cx+b71D8iIure7p87WFrWqAQkuyi8MDDFFsQZkxGY6/h3D5wnLTfoA3TvTUTdEgNF5FdxlikeK/acDeh52qsURRQqXN1chjLr9C7APBTeF21zD3lCl5uPQ2frEKa2/64ID1M5tCMiInKXSlZpM0zt+lFKq7HtG9oz8Pk7Nxyp4DWNiPyGgSLyK3n1ISJy7ZPbp2D5vdOV7obfjfXxram1QMyNU3WIjwxrv7ETi8f2lpatuYnkIsLUeG5xtsN2IiIiT7nKTwTYB4qWLMwKWB8+vHVSwI5NRN0XA0XkV4IgoH9yNPafqVW6K0RBbWL/JKTGuZ+DJ1Ro1Cr0lOUW8jSptbXqWc7Inl6d/+5Ztqlv6w+VO00Efs3EDHx7jy1IV9mg9+pcRETUPY3rZ650NjjN9QtSlWX0++i+CdC0M/LIV1MH2FcI/eeG4wFJnu2uoqpG1DQ5FrU5WlaPFoNRgR4RkTcYKCK/a2k1Yk9xjdLdICKF5GTbgjx//Gw3lu854/ExvJ1cmhSttVs3mpwnNkuTBemeYwJQIiLygNYS+GlqNblss+NkFQDg5LmGgPfn/CEp0vLT+Qdw1T82Bfycrkz/v+8x96Uf7LbVNLVi7ks/YMkXexTqFRF5ioEi8jtrpSFrNQgi6l6WLBqKtQ/aEmzuK3E/cCz6mLA+IUprd+7fTuvvtF1KbDhW3DcDAFDVyBFFRETkPmu+uzFuFJuYMSilwza+evs3E/DhLZOkghL7SpQd2V9e12K3bi1y8/PRc0p0h4i84H2mUCIXrG/qD5fWuSwZSkRdl1olYEBKDCLCVGhuNeGtDSdQUt2M6kY93rlpYruftcaJfMlXP0BWaabtCCO5oT3jMEGXiP0ltQ4JQO+eNRA3TOnXJacHdhV6gwmXvf4T3v7NBKTH88+JiDpPYYV5lFB71xgrd9r4Sq0SMHVgMsrrWzpurIDS2mYAwNnaZjTpje3mdiKi4MARReR31soO6w6W+f3YInwcbkBEncaaNFpvMOHLncX4/lA5jpbVu/lp/1Q2dJajSG68LgklNc0O21/9/ihueW+7X/pAgfHs8gPYV1KLyc+tVborRNTNFJ5rBABEhrkOeFw/uR8A20j7zjBlQA9p2eRi6rUSTlp+XwBw70c7FewJEbmLgSLyuykDekCrVqGpNXAJ6/zzCElEgXTZmD4ozMtBYV6OtK3V2P6UVNHXuWcW1vN2NCLoTwuy8OkdU5zuq6gLzjezZFYRpG/Oiaj7mDqwh8t9T106AoV5OVLi686QGhuBl68aDQDYcqKy087bkWbZM8HpysZ2WhJRsGCgiAIiXKPCR1tPKd0NIgoyC1/ZgPc3n+ywnS9Tz/ylpKbZq0Tcnnjsq73Q5ebD0EEAjexd8upGfLs7sH82REQdiWhnRJFSFoxIR2yEBp96WHXUW0aTCF1uPnS5+Vizv9Rpm62yoNXBs3XQ5ebj8a/3YeXes53SRyLyHANFFBAxERoYjMEz5JWIlPXuTROk5Uf+t9dlOyW+NcZl2N72xoTbp+6784NfAnru9zaZg2bF1U0BPU9XU1BkS5A+dYDrN/pERIHw0pWjAAD9e7Q/vVkJEWFqXDyqF5bvPYPaZscy9f5WIrt+uZqybXIyWvjdnwtxx/s7AtYvIvINA0UUEJeM7o16vUHpbhBRkDh/SCqWLMzquKHlXrIzBxSpVII0VW3vExegMC8H4Rrb5bG51ei3KXFy8qH4jfrATdXt6nolRErLjXpDQP6siIjkFo81T61WqYJg+KsTV03oi+ZWE74pKAn4uQwd5EJqaDGgpKYZQ9JiMd7JNDxjEOVSIiIbBoooILRqAaIIHC2rU7orRBQk4iLDpOVGvUEaqr7kiz0ObQWF557JKzZmPboS/Zcshy43HxuPVPh8bL3BBF1uPrIeXSltW/jKBrQYGCxyR9s/g//tLAYAXP7Gzxj22Cr0X7IcVQ16JbpGRBQUsnvHIys9Fp9sLwroeT7YchKzXljvcv/GIxUY/udV2HqiEodK6zA4PdahzYCly/HvnwsD10ki8goDRRQQ2X0SAABFVZxOQURmOSN7SiN1ztXbHuT/K8tnFiyVDT+8dRISosKQmWI/rcCd/EodaXYREKppCvwUga7gxDlzWeqs9FhM0CUiJsI8XXDHySqpzUkmSyWibkwQBFwxvi8KTlfj0NnAvbR1FeCJtXwvW7+vrZ64eDgAYExGAhaP6S1t/9dPJwLTQSLyGgNFFBB9Es1TAU75+WadMwqIQldcRBheutJcjeXZ5Qfs9l25bBMufe0nvLj6MADlKxuGa9TY9dh8XJjd0277puPnfD62/Ge7fWamtGwdGWP11a5iPPDxLlz1j03IenQFbv/PdnxdUNLtp1YVVZmvK5//birGZCSiurEVO09V2bW564NfUHC62q3j/Xi4HGdq7F9q7C2uwUdbT+HAmVr/dJqIqJNdNqY3wtQCPglgUuvaJluaCXmF0z6JUQBs39dWYWoVCvNy8OWd0/CSpTobAJw814iVe1mggCiYMFBEAZEcEw4A+M5F9QNfBUNFJCLyXHq8+bthRZtKJ1sLK7HrdDX2lZgfzKuDZHSNdXSklT9G/Rwrt71hndg/CRpLjotnlx+UtusNJtz30S58sbMYW05UornVhFX7SnHvf3cG9KY/FBwprQcARIapkRYXAQC47PWf7doUVzfhktd+6vBYTXojbvjXVkx5bp3d9gv/vhG5X+zBwlc24GhZvZ96TkTUeZKitZg3LA1f7iyG3hCYyppna5vt1i8f2wcApBcaR0tt35+LstPbPdYd7/+CJubrIwoaDBRRQKTEhiMjKUrpbhBRkBnXLwnu5P5saAmOZPhzh6b6/Zj1zeaf7aELhmDO0DQceGqBQ5v2fv7Dpd07cCEA0PWIgkol4MapOmn7kLRY9IqPwILh7T+MyDW4UXShvK7Fi14SESnvivF9Udmgx9oDgXlxa7X/yQsAAP93eTZmDEqWElSrVQKSY8Kx8v4ZePWasQ6fO/jUAgztGSetN7IQDlHQYKCIAqZvUiQ2+2GaBhF1LTpZOeHJmUlO2wTLW0VnSbWvf3sLHvq0ACfb5F5w1xrLDft5g1MAmIfiW+ly81FY0eCyxDBgzpN08GzXnBK1fM8ZKcm5LjcfW09UOrTZdPwcUmPNI4nUsqjjodI6ZPeJx7RBydI263GMJhGVDXp8sMWcY6q51Qhdbj7GP71GalvdqJf2yV3z1uZOKTFNRORvMwelID0uAr/74BfocvPx1o/HA3KeKK05J5FGrUJClFYKFOmNJvRKiEBWepzTCnERYWrMlH1nj3t6Daf8EgUJBoooYFoNIlqNIkwse0lEMg/nDAUAjO+XiPvmDHbaZrrsxlFpz/9qJNItU5wAYMORCny6owgLXt7g1fHetST/TJMdU+78F9bbJWZuq8Vg8vrcwe7OD36xW7/yH5sc2jTqjXYV4uRvo4uqmjBvaJrDZ46W1eO+j3bi4S/34nBpndPjXvPWFgDAC6sOOey7/b0d7v8QRERBQq0ScOM0nbT+TJv8gL6odFFdUqMSYLAGigwmaNXtP25eMb6P3frCV7rm9Y0o1GiU7gB1XbOHpmJrYSWaDUbpTQMR0ZyhaXZJL+XLwejK8X1x5fi+AMwjVKyaWn0b9ZQUrZWWC/Ny7I5t9fnvpmBcP9uoq8EPr4DeGJhcE6HAmmdj3jBbMGjFfTOk393E/klIj4+Q/k5ZtxtMJlRZRgy1tJpQ2iavBgCUVJsTWltzbmQmR+N4hXnU2OkqVlEjotB024xM5K042HFDD1mnSP/lVyPttqtVAgyW65TeYIJW036gaGBqrMtrIBEphyOKKGCitWoAwN5iDiEloq5B02bovHVqkzdTwdRuJGvSqOwv0+GyG+4rlv3ctnlIu+CvP3bYpqzOHMSJdPHyITJM7XR7zt82SteirYWVKK11zDtkTVT+7W5z5Z3YyDBpX1FVE3S5+UGTO4uIyF1tp3xtOuaftBC/WKpNtn0ZHKY2jygSRRHbT1Z1GChyZsHLHV8PiCiwGCiigBmYGgsAKKzwLo+HM928KjQRKeyvV41G74RIh+2XveZ+0CYxKszp9ivbDL9XqwRk946323b37IHS8rZC19PTQtGh0roO25ypMQeKYsPtH0ysv7trJ2V0eIxNxyrs1rc9PBcAMKqP+Xc90vL/t64fh2W/tk++GqhKnkREnaXtd6C3ii2jMK3fmVZqlQCjSUSjJddghMZ5AL+tr+6aJi0fPNvx9YCIAouBIgqYIenmQJE7VWU8JcCNsklERH520ahe+Cl3tsN0OaMHUeyMpCjMcJKD6flfjZKWh/WMw7FnFzm8Cb79vAF2526beLkrmDs0FYV5OVi6KAuA+WWDNTGq9cFjQGq03Wee/9UoFObloE+ifbVNZ9MaK+r1UAnmfYV5OUiJDcf0gcmoazGgSW9EQ4sB84elITUuAgtG9LQ7RklNE+ot7aob9VK/iIiCmfX7LlqrRqWfvrsaW8zfx30S7V+eaFQq6I0m6ft62sAebh1vVN8Eu+9b5jglUhYTx1DARIeb3yB8U1CCm6b1V7g3RESBY82d446DZ+swbaDzZN2RYWo0tRod3tC6kvXoSgDOAyLyfA/BngdK3lfrS4ZhPc2/g/NfWC/tu2/OIABAdLj3ty+7Tlc7bIvSqnG8vAFDHzP/PrPS4xzaAMDzKw/h+ZX2ya6PPLPQrnIdEVGwiosMw/ubT6GqoRWvXedYrt4T6w6WQaMSHKqDmkQRdc0GKdm1xsvvxz9+vhsvXDGq44ZEFBC8s6GACdeoEROuQaTWvSGnREShZO2D5+GiUb0AAPOHOVbaciU2QgOV4HxU5M7H5uHXkzPw7GXZ7R7j1WvHtLtfDNF5umqVgAfnDQEATBnQA8+3SZJq/b0NTIlx+5jf3jMdT10yvN0291oCUFYZPexHJq3/w/l2le/krG/ViYiC3ctXjUZWeqyUqN8XMeEau6IMbVlnFMRFOJ9u7cpbN4wHAJzwY+oKIvIcA0UUUGMyErD5eCWH5xNRlzMgJQZ/v2YMhvWMw+r9pTheXt/hZ+pbDKio16Nfm0CEVUSYGk9fmu0w5aytC0f2sltfsecMvtpVjKxHV2DG8+vw/uaTdvs/3X66w74ppVE2PVk+3U6tEqRqc1ZnapqgUQkevaEe0Tse10/R4Z+Whw9nMlPsp7INSrUPROmSo7F56Rynn12+9wxOV7IqGhEFv0mZPTA4LRYHztRi83HfklofLqvDiN6Oo1/TLEH1MkvRgB4xroNJzswbloa5Q9Ow42QVWrtxlU8ipTFQRAGlsSS02+LjxYiIKFjtP2OupnXjO9s6bPvuTycAwOXoFG/97oNfcN9Hu9DcasLpyiY8+tU+u/0PfbZbqhgWbD7a6n4Qq7JBD4OXLx7C2qm807a6nCd/Pku+2IMHPy3wqk9ERJ0tPd78/Xb1m5u9PkaLwYjqxlY06R1HVIapzcH+/SU1AID4SM9GFAHm6cAAsIYFBIgUwxxFFFAPzBuC7w+Vo6qxVemuEBEFVEW9Y8n1tiobzN+FN0/3PW/b0WcWYufpaqgEAdHhaix4eYNDm+cWZ2PJF3sAALVNrUiN9W+Ayh+qGs15LH55dJ7T/TsfnYcxT32HnOyeaDWa0D852mm7jlgfXgDgszum2O3TalTY+8QFqGowJ3nVuTjHgScX4ODZWiRGadE7MRL7SmrxwqpDQRuEIyJq66ELhuDNH4/7dIwGy5TbWVkpDvusOdtaLKOBdD08/87+w/wh+LqghM8PRAriiCIKqARLGeiNR8sV7gkRUWA16o3Q5ebj7Y0nXLYpKKpGcoy2w6ll7tCoVZigS8K4fokuky9fM9FWLn7RKxvx89EKtBiMmPrcWlRZEo0qraCoBhFhKpe5LhKjtRicFgOjScTq/aXSdcVT8oTTzt5wx4Rr0DcpymWQCAAitWqMyUiELjkaYWoVRvdNQGpcOEqqmzHrhfV44pt9Lj/bnv/tLMZDnxY4nWax4Ug5fvf+DjS0+L+CKBF1P/LvQl1uPnacrPL4GNYXIwmRjt/b1qnBX/5SDACICPP8cTPe8j2/9Ms9qOd3H5EiGCiigEqJDQcAnDznn/wNzHRERMHm/y63Tzz91Lf7XbY1iaL0JtbfrOXkAfPomRmD7Cur6Y0mXPvPLbj53e0oqWnGmKe+C0g/PGUyiWhubT8PhUalwukq83UkTOXdrYtGFpzrm+Q8R5Q3JuiSoNWocKKiAe/8VOjVMe7/eBc+3VGED7eccth3/dtbsWLvWTyd7/rvFRGRty5/42ePP1Nc3QQACHcSBNJaRm+W1ZmDSW2rorkjVlbZ8g+fcGovkRI49YwCKiJMjekDk+2SlfqDF9ccIqKAuGpCBs7UNOPlNUc6bNukN2J6mwCOv9w2cwBumznAYXthXg4q6lsw/uk1ANybIteZmlqNmDawR7ttwtQCzllGQF03OaPdtq5YXzSM7puAiDD/VeO8ZmIGrpmYAV1uvs/Hqmt2Pc2iqoFTMIjIP1b/fibm//VHrz+vN5iD+wOcVKCUj1i6/bxMr46vUgmYk5WKtQfLpKAUEXUujiiigIvSqvHLqWqU1wXXwwkRkb9o2kwl0+Xm42yNY96ag2frpCSdnUk+Cufg2Tpp+ZZ/b+/0vlh9U1AiTXuIDGv/vZVGrUJRlflhIUrr3Tsu0RIp6pUQ2DxNutx8/G9nscv99S0GXLlsE3S5+dJ/Vj8dtS/8cI0s2ezKfWel9lOeW+v/jhNRt+XsetWegtPVAJxPK5MHiqI6+G5vT2qceVbCnuIanKho8Po4ROQdBooo4Ib2NOfOOCR7OCEi6kpunp6JxWN722179Xv7EUYmS7Uuo5dVu3wRF6lBZnI0stJj7aakrTmgXEWZe/67U1q+blL7o4TkgbjocO8CbSP7xOPGqTr8aUFWx429cNtM25vz+z/e5bJdYUUDthZWOt1nrUZktclFxdAzHj7UERHJDUqNwdQBtpGcy3445tHnrdUnnSWqntQ/SVoe2y/Byx4Cv587WFpe8sVur49DRN5hoIgCbt6wNABAZWNwJE4lIvK3SK0aL105GoV5OdK2kmr7h/lmgzk30Yje8Z3aN8CcI2LdH87Hyvtn4j83T8Lr142V9vl7arA3ZmWltrtfI6tY5knperkwtQqPXzwc/byowOOOpYuG2q2X1jajvK7F4fdb62R6WWFeDvr1iLJLZi3/XE52T4fPBNsUQiIKHYIg4MNbJ0u5RJ19L7WnvsWAxKgwKXG1XKrsO3pUX+8DRfLj1DYZguJaRdSdMEcRBZy1usy9/92JSf2TkOblTT4RUShZd7AMutx8vHTlKDwgS8YZE678pTfV8nAAAMMeW4WLRvXC368Zo2CP2qeRTZ2LjfCu6llnm/Ss/fSwwrwcNOoNuPatLU7ba1QC9hbXAAC2FVbiimWbpH1D0mORv+eMXXtrzikiIm+NzUjAqn2l+OKXYrzwq1FuV+TcUVhlN8XMlSg/5YPbf6YWwx5bhZTYcGx7eK5fjklE7eOIIgq4PomR0vLhUk4/I6KubdX9M+3WP91eZLd+8ehendkdp8brkjAl0zbt4JuCEsX6smXpnA7bhMlGFKXIglzB5seHZmHB8HSX+6sbbW/tv7l7OgBIo7u0GrUUBJNPCXz+VyNx5/m2JOUs5kBE/vLSlaOl5aZW9ytyxkRo2s2399Vd0/Dc4mynI4488f7Nk+zWme+UqPMwUEQBJy+Lub+k1qdjiWLn5/YgIvLEkPRYu3V5nhmtRoW4IBkR89/bJtutT352Lf618USnnNuap+n+uYPcGmUqH1EUzDJ6RGHZ9eNc7q+STcHO7hOPwrwcLLJMK8tMjsah0jqs3HsW//jhOAAgMkyNK8f3hUatQmFeDgrzcnDiuRynxyYi8lR0uAZPXTIcgGcvDI6X12NgaqzL/aP6JuCaid5VqJSbPijZbko3YM6nxOcBosALjTsv6jKeW3FQ6S4QEQWcq1Ev1pLCwehsbTOe/HZ/p9yAHzhjfmngbl5veY6iUJbzt40u97UYjNAbTLjj/R3StltnOi8tfdM0nb+7RkTdVHq8eeR/7hd73L5GVTW2oqFFmZxBeSsOYsfJKkXOTdSdMFBEnWLP4/OV7gIRUaf56U+z8cND5+Pe2QPttg/vFadQj5zb+eg8/PdW+5FFnVGVzZo4dXJmUgctzdzJhRFMDj61ADsfnYd9T1yA1Nhwu5xQgPMqb84Sev9+7iCnx//zRcPx1V3TsPL+Gf7pMBF1W3OH2r57DKaOA0XWa8R4XWLA+tTW3icusJuGVsYpaEQB59OdlyAIhYIg7BEEYZcgCNud7I8XBOEbQRAKBEHYJwjCTb6cj0JXpCyZXVkdy/oSUdem1ajQr0c05gxNs9uuSw5MxS1vJUZrMUVWIhkABj68ArrcfOhy8zH6ydV+f2t8rLwe1/3TnNA5WuteYm+NmwlWg0VEmBqJ0VpEh2swZ2iqw0NNXKTj9ENnSbqFdhISjeqbgKz04Ao8ElHokX/P/HKyusP21lFHUW5+f/tDTLgG0wclS+tf/FLUTmsi8gd/vKKbJYriaFEUxzvZdxeA/aIojgJwPoAXBUHQ+uGcFGLUspv8C9sZek9E1JX06xFlt/678wa4aKmsW2f0d7q9urEVD31W4HSft/63sxjW2W0ZSVHtN7bwNSGqkuqaDWgb57rWSe6OoemxiJYlh/3TgqxAd42ICABw0ShzkYUvdxZ32NYaKNJqOv97+bnF2QCAgqKaTj83UXcT6FCwCCBWMIeqYwBUAlBmQispShAE3D93EF5ec4TDRYmo20iIsr0buWFKP4zoHa9gb1x7OGcYHs4ZBlEU0X/Jcrt9xVVNfj1XvWyEUmK0e++OrCOK7mkzlS8UDEqNhUk8g2ZLRaEH5g1GXycBskFpsdj35ILO7h4REf5+zRjsL6mRvqfa02I0t1EiUHTNxAwcOFOraKVOou7C13/hIoDVgiDsEAThNif7XwUwFEAJgD0A7hNFMXgzeVJAJciG2p+t4fQzIupe3tt0UukudMjZVKeCohq/Jg7dcrzS48+IMA9BimynHHOwspaQznp0pd06EVEwidJqkL/nDHS5+e0GjFbvKwWgXCXiSK0aVY2t0OXms/oZUQD5GiiaLoriWAALAdwlCMLMNvsvALALQC8AowG8KgiCw4R6QRBuEwRhuyAI28vLy33sEgVcLaSZAAAgAElEQVSrqybYhtq/vOawV8fg5YCIqPPd+cGOjhu5KTzMfOuRZ5lC4I4rxvXFZWN6Y/6wdL/1o7O0HT00t03eKiKiYHCLbAry0bJ6l+0e+d9eAEBxtX9Hm7rropG9pGW9keMPiALFp0CRKIrFlv+XAfgSwMQ2TW4C8IVodhTACQAOk+5FUXxTFMXxoiiOT0lJ8aVLFMTkb4LPNeh9OlY7+T2JiMgHhXk50n+3TDc/OJTWtqCmqRUl1U12b5orG/RoMXQ8VUGutqkV84el4WoneXpcGdU3AX+9ajQGpsZ4dK5gkJUea7cebAnNiYgA4JLRvaXlivqO00QMSFbm+1g+hbu5lYEiokDxOlAkCEK0IAix1mUA8wHsbdPsFIA5ljZpAIYAOO7tOanr+G5/KXS5+Up3g4iI2jFEFuQY9cRqTM1bJ02h+rqgBGOf+g5DHlkJg4u3ug9+UmD3XW8wmnCsvAEadfeJ9sdGdF5lICIif7jxnW0d3qf3SYrspN64NuqJ1djDxNZEAeHLiKI0ABsFQSgAsBVAviiKKwVBuEMQhDssbZ4CMFUQhD0A1gL4kyiKFb51mULZtofnIjOFb1OJqPs4+JQ5QfGmJbMV7onnrhjf1+l2URRRVNUorbcanU8M/rxNCeOGFvPoo94Jyj9gdJYeMeH4x/Xj0DshEluWzlG6O0RELi379Ti3204dkNxxowBZ++B50vKPR5i2hCgQvA4UiaJ4XBTFUZb/houi+Ixl+zJRFJdZlktEUZwvimK2KIojRFF8318dp9CUEhuOdQ+eL63vLeZbACLq2iLC1CjMy0HP+NAMjuSM7Omw7db3tuON9cek9W2F7iWobtCbK55lpoTeFDJfXDA8HT/lzkZaXITSXSEicmnBiHS8cMUoaf3xr/cp2BvXBsiuIfvP1CrYE6Kuq/PrGhLJXPj3jUp3gYiI2jEnK9Vh25oDZahrtpW5v+FfW11OP5MrrGgAAHSfiWdERKElW5YD6N2fC6E3BHceoPzdZ5TuAlGXxEARKWL34/OV7gIREblh8dg+2PHIXPzn5olYfu8MnDfYvujEFeP6AAAa2ymnbNVsSXyd1dOhACoREQWBIemxdlPQDKbgDBQdfGoBMpOjkRyjVborRF0SA0WkiLiIMGn59fVH3f6c6DwNBhERBVCPmHDMGJSCYb3i0KPNTfmovgkAgJGPr8aOk+1PQXtu+UEAQJSsCiYREQWXXgm2abKf77DlmhOD6EY8IkyN2VmpqKjXQ5ebj+LqJqW7RNSlMFBEint+5SGPPyNw4gIRkSJunZEpLc8flmY3TeHyNza1+9kjZfUAgF7dKJk1EVGoGZhqywG07AdbweqDZ+uU6I5L43WJ0vK0vHUK9oSo62HNVlJMYV5Oh6U3iYgouAztGYfCvByfjhETztsPIqJgFaXVoDAvB0u/3IPV+85K28/V6xXslaMFIxyLLRCRf3BEEQUFBoyIiLoGXW6+0+/0FkPHOYyIiCh4RGvVqKjXY+ijKwEAO09VKdyj9uly83GuvkXpbhB1CQwUkaLmD0tTugtEROSjl64c1WGb0hrzzXtaXHigu0NERH5wyejeAIAmS7GCN344BgBYMDxdsT619dSlI+zWvy4oUagnRF0LA0WkqGcXZ0vLtc2tQZUkj4iI3LN4bB+8ef24dts06A0AgCcuHt4ZXSIiIh+NkOWgE0URjXpzwGhoEFWuvH5yP7vp0NWNfJ4g8gcGikhRYWrbX8GRj6/GxGfXKtgbIiLyVnJs+yOFfjxcDgCIZn4iIqKQM+qJ1dKyPNl1sHll7RH89bvDSneDKOQxUESKio8Mwx/mD5bWy+s4r5iIKBSNzUjEYxcOc7pPFEXoDSYAwARdUmd2i4iIfPDuTRMAALXNBtw1awAAYFF28Ew9s1r9+5nS8t/WHVWwJ0RdAwNFpLi7Zw/CqD62oa3F1U3ttOZQUiKiYPXb6f1x9YS+AIBLXt0obRdFYE9xDVQCEBGmVqp7RETkoSkDekjLrUYRWo0KgiAo2CPnBqfFYumiLGn9aFmdgr0hCn0MFFFQuGpChrT8TP7+DtsH4fWJiIgApMVFAAAKimqkbSZRxO6iGpgY6yciCikale1x8c0fj0OrDt7HxymZydLy3Jd+VLAnRKEveP+lU7dy7aQM/JQ7GyN6x6G6sVXp7hARkZfumzPIYZtJBAwmEReO7KlAj4iIyFtqlYBsWVLrMHXwvq3N7hOPZb9uv7ACEbmHgSIKGr0TIpEUHY6fj53DuXrmKiIiCkUqleNDRKvRhIr6FqTGRijQIyIi8kVanK1YgVoV3I+PyTFaafnjbacU7AlRaAvuf+nU7QxIiQYAbDxaoXBPiIjIW5eM7mW3frjUnCtCq+FtBxFRqPnDBUOk5Yogf5k7tGectPynz/co2BOi0MY7Ngoqt880V1NoaDEq3BMiIvLWK1ePQWFejpRYtKbJPKV42sAe7X2MiIiCUFZ6XMeNgkR0uAaFeTlKd4Mo5DFQREElKtxcDWfpl3vwzk8nFO4NERH5QmWpPHDjO9sAmG/giYiIOsvQR1cq3QWikMRAEQWVWNlDxBPfOFY/E1kxh4goZKjalKgc1jN03koTEZHNp3dMAQC8eMUohXvinvOHpAAAmlo5S4HIGwwUUVARBAHRWrW0bnJRS1kI3oILRERk0TavdUSY2nlDIiIKahN0SSjMy8Hl4/oo3RW3vHvTRGn5WHm9y2cKInKOgSIKOtMHJUvLmUuXK9gTIiLyhbMKaERERJ1pzos/YNQTq5XuBlFIYaCIgs5r147F6L4JSneDiIh8JMiGf946o7+CPSEiou7m899NlZbrWgwK9oQo9DBQREFHo1bhyzttX+yVDXoFe0NERN6SDyhalN1TuY4QEVG3M65fot36lOfWQmTCUyK3MFBEQUn+FnrsU98p2BMiIvJWc6tJWk6Li1CwJ0RE1N2dqWnGHe/vULobRCGBgSIKWv+9dbLSXSAiIh80y6rN9EqIVLAnRETUHR19ZiG2PjxHWv/+YLmCvSEKHQwUUdBKjA5z2MbBokREoaOZZYmJiEhBGrUKqbG2Ea16o6md1oGz42QVZr2wHgaFzk/kKQaKKGj1S4qWluvbJKATwEo6RETBbv6wdADAdZMyFO4JERF1Z6MULpRz+Rs/40RFAz7/pUjRfhC5i4EiClqRWjWeuWwEAKCRlQqIiEJOdp94FObl4JnLspXuChERdWNf3TUNv53WHzHhGkX70Wrk/AgKDcr+SyHqQJRWDQB44JMCvH/LJIV7Q0REREREoShKq0Z9iwG63Hxs+OMs9E2K8vmYBaer8fuPd+F4RQMAoE9i+/n4VAJnRVBoYKCIgtrIPuZhohuPVijcEyIiIiIiClUXj+6FV78/CgDYdOycfwJFRdVSkAgAxmQkIkztGAwqqioGAAxJj/H5nESdgYEiCmp9E21f4KLIoZpEREREROS5wWmx0vLR8nqIogjBxxE+FfV6u/X/uzwbUVrHR+yc7J64+d/bfToXUWdijiIKalqN7a/o4jd+VrAnREREREQUysZkmGcrvPnjcdz14S8+H+9va4/YrWtUzh+vrc80l7+xyedzEnUGBoooZOw8VQ0OKiIiIiIiIm98cMskDEw1T/9avuesz8cLUwuY2D8J6x48Dy9dOcruJbfc5MwePp+LqDMxUERBT/6Fe7LSPAeYeeCIiIiIiMgTUVoNlizMktbLapu9PpbRJKLVKGLqgB7ITInB4rF9XLYNU9ueZzYeYe5VCn4MFFHQu3f2QGn5+ZWHFOwJERERERGFsqE946TlqXnrvD5OcVUTAKDVaPLoc79+e4vX5yTqLAwUUdC7a9bAjhsRERERERF1oFdCJN777UQAgMHkfV6LupZWAEB27wS32uffO93rcxF1NgaKKOj5Wo2AiIiIiIjIKjkmXFo2ehksKqtrAQDEhLtXSFwle6b5cmeRV+ck6iwMFFFIeGDeYKW7QEREFHTumT0Q103KULobREQhJTMlWlo+UdHg1TFaWs1TzlwlsG6rf7LtnL//uMCrcxJ1FgaKKCTcO2cQnr50hNLdICIiCioPzh+CZy7LVrobREQhJSJMjbd/Mx4A0NBi8OoY1s+lxYV30NJ2zkNPL/DqXESdjYEiChnR4Wqlu0BERERERF1AtGXK2EfbTnn1+e0nqwAAsRFhbn9GLZt+psvN9+q8cg98sgt/X3vE5+MQtcVAEYWMGYNSpGUV0xYREREREZGXRvUxJ6Eur9N79Xnr80hilPuBIo1a9f/t3XecXXWZ+PHPMzPpPaEGAoFI74SiSBFBVIJdlrUuigVR11VXZVHEvlnR1d21sLiu+lsBVwXXQrPRBOlIL1JCCyUQSEidzMzz++OcmcxMJsnM3Cm5cz7v12teOe1+z3d47ne457nfwqjGgXuQueDmx/n67+4bsPKkdiaKVDc6TzrX4ATXkiRJkvpp3OhGDth+Gg89s4zMvk9o3dzSxtZTxvZ54Z3/OengPt+ruxdWreGRZ1d07D+waFm/J+WWemKiSHVp3GiHoUmSJEnqv5a25IFFy3n3D2/o82ubW9t6PZF1Z5tNHN2xfdtjz/f59ZnJkV+7gsPPvKzj2FFfv4I5p13U57Kk9TFRpLpy7nsO5sw3783WU8YNd1UkSZIk1bHX7TsTgMvuXdTn1za3tDG6se+P0y/aYhKH71xMqbHw+VV9v29rG88sW828vbbmlJfNYd9ZU/tchrQxJopUVw550WYcf8Cs4a6GJEmSpDq3zdS1Xz7/4OqH+jQE7dHnVvSrRxHAF167BwAn//gmVre09um1D5dDzg6YPY1PvmpXjtt7645z/emhJPXERJEkSZIkqXJ22WpSx/bnf30XP7vpsV6/dvWaNpasXNOv+87oNPzsjd+5pk+v/X9/XgDAttPGA3DQDtM7zr32W1f3qz5SdyaKJEmSJEmVs/2MCVz/6aM69u9/elmvX9uWyR4zJ/frvpPGrl0p7c6FS/v02pXNbUwa28Qrdt8SgL23ncqdn39lv+ohrU9NiaKIWBARt0fEXyLixvVc87Ly/J0RcUUt95MkSZIkaaBsNmHtyspnX/lgr1cPe2DR8i4Jn6GwsrmV829+jKaGriutTRjT1LF9+b1PD2mdNDINRI+iIzNz38w8oPuJiJgKfAd4bWbuARw/APeTJEmSJKlmDd2SLn+8Z+OJlmWrWwBqWpL+myfs2+fXnHPdwwA8t2L9Q95O/EHfV3CTuhvsoWdvBS7IzEcAMtP0piRJkiRpk7Fg/ryO7d5MLr2iTBTN3X5av+/5+v226fNrFi1bDdDjJNo3feboftdF6q7WRFECv42ImyLifT2c3xmYFhGXl9e8s8b7SZIkSZI0KD507i18/Ke3bvCau54o5hUaN6pxQO75rT/+tVfXff+qhwCYOWXsOudGdUoePfTM8gGpl6qr1kTRoZm5P/Bq4IMRcXi3803AXGAe8Erg9IjYuXshEfG+iLgxIm5ctGhRjVWSJEmSJKn3Pv6KtY+p59+84dXPFi9vBmD2ZuNruueX37AnAH+6/5leXf+iLSYC8PMPHLLOucmd5ku654m+TZAtdVdToigzHy//fRr4BXBQt0seAy7NzOWZ+QxwJbBPD+WcnZkHZOYBm2++eS1VkiRJkiSpTz581E5cd9raFdDWtLat99rmluLc1lPG1XTPtx28PS/bZXNufXQJrW3JqjWttK1n3qPmljYeXLSc1+4zk80mjunxmis+8TIAnn5hdU31kvqdKIqICRExqX0bOAa4o9tlvwQOjYimiBgPHAzc3d97SpIkSZI0GCZ2Wj1sp09fvN7rmsskUk9zBfXVgmeWs3JNK3NOu4hdT7+Ez//6zh6v2/kzF9Pc2rbOimedTRlX9Co641c9lyH1Vi3v7C2BP0XErcD1wIWZeUlEnBwRJwNk5t3AJcBt5TX/lZndk0mSJEmSJA2rzsvMb8jqNQOXKNpvu64TYp9z3SMbvP41+8xc77mp40dz0OzpAGT2f0U2qXctoQeZ+SA9DyM7q9v+mcCZ/b2PJEmSJElDYavJY3ly6SoAnlvezLQJo9e55ic3FMmcMQOQKNpmatfhaz2ldzoPg9tm2oaHux2xy+Zcv2Axn/6/O/jEMbv0WH9pY2p/Z0uSJEmSNAK857AdOrYP/soferzmgUXFqmKjG2t/nD58543P0Xvtg892bG8xqef5idrNml5MsH3udY+w3xd/V1vlVFkmiiRJkiRJAt5z2I7Mf+NewNq5iNYnYv3zBfXWQTtM59z3Htyx39OQsSUr1wBw3ntfzNTxG+4h9Np9ZvLtt+5fc71UbSaKJEmSJEkqjR3V2LE9+9QLuWvh2uXmW9ezKlktpncaHtZT8eddXwx1mzW9d6uszZi4trz5F99TW+VUSSaKJEmSJEkqHbnrFl32j/33qzq2H3tuxYDfb9a08Rs8/9enlgGwxaSxvSpv31lTO7bPuuKB/ldMlWWiSJIkSZKk0pRxo/jKG/bq8dzy1a0AnPX2gRvetbHV1lataeXEQ2b3epW1saMaOe+9Lx6IqqmiTBRJkiRJktTJhDGNPR5v713U2DA0j9JPLFnJ0lUtLHh2eZ9eN3bU2vqde90jA10tjXAmiiRJkiRJ6uTwnTa8Gtmoxtonsu7swr8/FIADtp/W5fgFNz8OwOX3LupTeZ2Hn1330LMbuFJal4kiSZIkSZI2oPtqZJPGbni4WF/tMXMKO285kanjR3U5vmx1CwBNDX1LTEUEC+bPY9etJnHXwqWsWtM6YHXVyGeiSJIkSZKkTrrPB9R91frpE8YM+D1b2pJHFnedLPuOx5cA8JI5M/pV5rTxo/nr08v48Hm31Fw/VYeJIkmSJEmSOuk+wXRbt0zRDptNGPB7jm5sYMq4rj2K9pg5BYAfnHhgv8qc/6ZiUu4nlqysrXKqFBNFkiRJkiR1M3vG2mXrl69upaW1bVDvt+XksTS3dL3HnQuXMGlsE02N/Xt0337GBObtvTVPLV3NB8+9mYXPmzDSxpkokiRJkiSpm/cfMadj++yrHuC0X9w+qPcb09TA6m6JoieWrGJFc23zC20/fTyLXljNhbc9wSHz/1hTWaoGE0WSJEmSJHXzloO2Y6ctJgJw/9PLuPmR5wF49Z5bDcr9Rjc10Nyt11JLaxuv2G3Lmsr9xCt34Vtv3a+mMlQtJookSZIkSerB5HLOoEvvfIr7n15WHBs7akMv6bfRTQ08uGh5x/6qNa0seHbFOiuh9VVEdKnzYPeMUv0zUSRJkiRJUg8+9apd1zn2oZe/aFDutaa1mDC7fSn7u55YCrDOBNf9ccDsaR3b5173SM3laWQzUSRJkiRJUg8O2mE673jx9l2OzZo+fj1X12budlMBOuYkWln+e1SNQ88Axo9uYsH8eTWXo2owUSRJkiRJ0nrMmDh6SO4zfnQTAM+taAbgpoefK483Dvi9Zp96IctXtwx4uRoZTBRJkiRJkrQep7xscIaadRdR/LtiddGTaE05sfUuW00asHt8uNOwuXufemHAytXIYqJIkiRJkqT1GN3UwC2nvwIYmPmC1mfm1HEALG9uobUtuenh5xg7qoFRjQP32P7xY3bp2L7vSRNF6lnTcFdAkiRJkqRNWWNj0d3npS+aMWj3GDuqSAg9sGgZf3v2tYN2n3anXnA7e287ld1nTh70e6m+2KNIkiRJkqQNmDx2FBd/5DD+9W/2HbR7tPcoCqLj2OaTxgz4fa74xMs6tm977PkBL1/1zx5FkiRJkiRtxG5bD27Pm/bJrE/7xe0dx/bZduqA32f7GRM6tk+94HYO3nEGO2w2YQOvGDqn/eJ2zr3uEcY0NbC6pY3RjQ1882/35di9th7uqlWKPYokSZIkSRpmE8es24/jLQfNGvT7Hvm1ywf9Hr2xfHUL5173CACrW4qJvJtb2zjlnJtZumrNcFatckwUSZIkSZI0zBobYp1jR+225aDca8H8eVz6D4cPStn9taK5db3nVq9pG8KayKFnkiRJkiRVTOf5j3b8pwu5/8vH0tBDsmowPLlkFS/+5z8A8LuPHs4rvnHlBq8/8Mu/X++58977Yl4yZ/AmGa8iexRJkiRJkrQJ6DwP0n+8Zb9BvdeUcaM6ttsS/jKEE1v/w//e0rG9sSTRxrzle4O/QlzV2KNIkiRJkqRNwMUfOWzI7tXYECyYP4/Zp14IwJqWoRve1byBey2YP6/Lfnv9NHTsUSRJkiRJUsWdcPa1PPTM8kG/z6o1rdz8yMD2Xpr371cNaHlVZ6JIkiRJkqSKevWeW3Vs//ymRwf9fk8tXdVl/1V7rL3/G/ffZp3rrz715Rst886FS2uvmDo49EySJEmSpIr67tvndgzvuv/pZYN+v/Z7nPX2/XnVnltv9Pptpo5bZzhau87D0jKTiKGZjHuks0eRJEmSJEni0juf4pZHnhu08h9ctIyTfnQjAFPHj665vO2mj+/Y/vVtT9RcngomiiRJkiRJqrDzP3AI204bB6w7NGwgPbho7RxIB86eXnN5v/vY4ewxs1gp7qklg1fvqjFRJEmSJElShc3dfho/PulgAP5w99MsXt48KPf57hUPdGw3NtQ+TGxMUyO/+tChAHz5ort52ZmXccYv72BFc0vNZVeZiSJJkiRJkipus0ljmDSmiZ/d9BjnXf/IgJf/+PMruenhYljbK3bfcsDK7ZxwWvDsCn7054fZ63O/HbDyq8hEkSRJkiRJFTdxTBM3fOZoRjc1sHTVmgEvf2Vza8f29955wICW/YN3Hdhlv7UtB7T8qjFRJEmSJEmSGDuqkTFNDfznFQ/y3csf2PgL+uCH1zw0oOV11tjDamfHn3XNoN1vpDNRJEmSJEmSAHjNPjMB+JdL7hnQcn98bTGc7TPzdhvQcgEO2mHdibFvWDB4q7eNdCaKJEmSJEkSAF95w16DWv57DttxwMscO6qRBfPnsWD+vAEvu4qahrsCkiRJkiRp0zP71At5+a5b8N8nHrjxi3vwsf/9Cwnc9tjzA1uxXpp96oUAfP/vDuCo3QZuAu1NyZKVa3jJP/+B//q7AzhkzmYDUqY9iiRJkiRJUoe3Hbxdx/Yf73m63+VccMvj/OKWx3lg0XIA3jx325rrtjE3febodY7Nv3hgh9FtSu58fAkrmlv5t9//dcDKNFEkSZIkSZI6fLnb8LO7Fi7livsWceV9i8js3YpiPV33teP3GZD6bciMiWNYMH8en3vN7h3H/vr0Mh5dvII1rW2Dfv/ulq9uYXVL68Yv7INnl63mL48+z10Ll/LQs0USbuGSldy1cCl3LVzKHY8v4cLbnuj3fR16JkmSJEmS1uvYf7+qY/sjR+3ER1+x80Zf84OrFwxijTZupy0nddk/7KuXcexeW/Gdt80d0nrsccal7Lb1ZC7+yGEDVubcL/1+nWOPLl7ZJU7t+jNvk4kiSZIkSZLUxdnvmMv7/ucmznzz3kwaO4qTf3wTAD+98dFeJYpqGbI2EF76os34zLzd+NKFd3ccu+j2J4elLnc/sXRQyj3r7UXS654nl/KiLSbS1FAMGmuPVX+ZKJIkSZIkSV0cs8dWPfZGeWLJKi6+/QkOmD2dBc8u58DZ6y5Nf80Dz3Dtg88ORTU36D2H7dglUQRw1hUPcPIRcwbtnhfd/gSnnHMz40c38rFOCbXv/+mhju3nljfz7PJm/vmNfVth7uFnl3PEmZd37L9qz626/NuT2adeyN8eOIs7Fi7p9X1MFEmSJEmSpF77wDk3s83UcTz+/Moek0n/8JO/0NLWdY6i9x++41BVr4vj527Lz256rGN//sX3cOIhsxk7qnFQ7nfKOTcDsKK5tUuS6ou/uWudaz9wxBy2mzG+12V3ThL1xU9ueLRP15sokiRJkiRJG7Rg/jxWrWll19MvAeDx51eu99qlq9Zw4iGz+ejRO0NAQ8CksaOGqqpdnHn8PnzpDXvyk+sf5Yxf3QmwThJrMN362WMguh7b5/O/BYr/Tv21obmHuseqr2pKFEXEAuAFoBVoycwD1nPdgcCfgb/NzJ/Xck9JkiRJkjT0euqF09LaRlPj2gXV/3D3U6xa08aUcaOYMn54kkPdjWlqZMvJYzv29zzj0nWu6c+kz+0uu+dp3vXDG9Y5Pn3C6A3+N/jkz2/jlx96KaMaN7wg/ZrWNnb69MV9qlMtPaY2XJveOTIz991AkqgR+BfgtwNwL0mSJEmSNEz2mTW1y/4zy5q77J9/czHM65A5M4asTr2x17ZTNnh+ZXP/l7DvKUkE8K237tfj8W+csA8Adz2xlEcWr9ho+b+/66ku+z8+6eBe1eu4vbfu1XXdDcXQsw8D5wMHDsG9JEmSJEnSIPnlB1/K7FMv7Nhf0dzS5fzy1a3ss+0UDt5x00oUbTN1HAvmz+PeJ1/gld+8cp3zK5pbGDe69nmLetMz6Q37bcuYpkZOOedmWlo3PgxuTaehcn3p+fStt+7Pt966dj/+pXevqzVRlMBvIyKB/8zMszufjIhtgDcAR2KiSJIkSZKkEeWyexex4+YTuWHBYo4/688AHLTDuiuhbSqaGqPH43O/9Hu+8Lo9eOdLZvepvNUt/euJ1D7cbE1r2zrnTvvF7Zx73SP9Kncg1Dr07NDM3B94NfDBiDi82/lvAp/KzHV/804i4n0RcWNE3Lho0aIaqyRJkiRJkgbLxzst+/7c8mLo2feufLDj2Ow+rOQ11OZsPpEp43qeN+izv7yzz+U922no3QdeNqfXr2tPWDX3kChaX5Joly0n9bF2/VNTj6LMfLz89+mI+AVwENC5D9cBwE8iAmAz4NiIaMnM/+tWztnA2QAHHHDA0E0/LkmSJEmS+uTDR+3E1393HwC/vetJZk4dx287zaNz6E6bD1fVeuXWM47psn/BzY/xsZ/eCsCji1cwa3rvE13LVhdD7/79Lfvx2n1m9vp1o9t7FBokQPIAABs1SURBVLVssF9NF5d+tHvfnMHR7x5FETEhIia1bwPHAHd0viYzd8jM2Zk5G/g5cEr3JJEkSZIkSaov7b1y7ntqGaf94vYu56aPHz0cVeq3zomhw756WZ9e+5vbngBgWh9XeGsfetbStun1lall6NmWwJ8i4lbgeuDCzLwkIk6OiJMHpnqSJEmSJGlTc+UnjuTVe27V47mXbGIrnm3MgbOnd1mhLLP3yZv2OYYOmbNZn+45agNDzxoCtps+nvcdviOzpo9jv+2mcsOnj+5T+bXo99CzzHwQ2KeH42et5/oT+3svSZIkSZK06ZgyfhQvmTODi+94cp1zjQ09Txi9KTtu75l86NxbAPjeVQ/SEMEf73maax54lsv+8WXssNmELtc3t7Txhd/cyS9vWcikMU19/p3bexQtWrq6y/FHF6+gLeH1+87kY8fswmnH7lbDb9U/ta56JkmSJEmSKujFO3btOTRn8wk8sGj5MNWmdtPGj+K5FWv4ykX3dDl+5NcuX2dZ+jN+dQfnXf8oABPH9D21Mn1CMTzvyaWruhw//Mxi6FtrH3o1DTQTRZIkSZIkqc923nISC+bPIzPJhIY67EnU2S2fPYYVzS20lvMG7fW536732vufXtax/dU3793ne201eSyw7hxF7fmho3bbss9lDhQTRZIkSZIkqd8igqjvHFGH8aN7TpPMPvVCABbMn8fjz6/khgXPdZzrT4+ihoZgdFMDdy1c2uP5pmFMutUymbUkSZIkSdKINHnsugmg1S2t/O3Zf+7YnzFhNLttPblf5Te3tDFmVNe0zGYTxwCw61b9K3Mg2KNIkiRJkiSpm9s+90pgbW8igNa2ZPGyZgBOOnQHTj9u936Xv+c2k1nZ3Nrl2Kzp49ht60mMbhq+fj32KJIkSZIkSeqF3T97KcvL5M7MqeNqKmtsUyN/vOfpjv3Zp17ILY88z5imxprKrZWJIkmSJEmSpPW46pNH9nj8HS/evqZyx45qZNyoIinU2mlS6zftv01N5dbKRJEkSZIkSdJ6zJo+ngXz53U59rp9Z9Y8PGy/7aayck0rmcny5paO44fM2aymcmvlHEWSJEmSJEl98NyKNTWXMaZMNP3+7qf50TULOo6PH+PQM0mSJEmSpE3aHZ9/Zcf2jAmjay7v2L22BuDZZav50/3PAPDiHaczqnF4UzUmiiRJkiRJkjZi4pgmznhNscrZ5LG1D9CaMWEMAKdecHvHsePnzqq53FqZKJIkSZIkSeqFudtPY0xTA0fvvmXNZU3oYYjZQTtMr7ncWpkokiRJkiRJ6oW9t53KXV94FYfttHnNZTU1NnT0UAI45z0HM2v6+JrLrZWJIkmSJEmSpF5qbIgBK6vzfEQDV2ptTBRJkiRJkiQNg3nlhNYAc2dPG8aarFX77EuSJEmSJEnqs2kTRrNg/rzhrkYX9iiSJEmSJEkSYKJIkiRJkiRJJRNFkiRJkiRJAkwUSZIkSZIkqWSiSJIkSZIkSYCJIkmSJEmSJJVMFEmSJEmSJAkwUSRJkiRJkqSSiSJJkiRJkiQBJookSZIkSZJUMlEkSZIkSZIkwESRJEmSJEmSSiaKJEmSJEmSBJgokiRJkiRJUslEkSRJkiRJkgATRZIkSZIkSSqZKJIkSZIkSRJgokiSJEmSJEklE0WSJEmSJEkCTBRJkiRJkiSpFJk53HXoIiIWAQ8Pwa02A54Zgvto02HMq8V4V4vxrh5jXi3Gu1qMd/UY82ox3sNn+8zcfGMXbXKJoqESETdm5gHDXQ8NHWNeLca7Wox39RjzajHe1WK8q8eYV4vx3vQ59EySJEmSJEmAiSJJkiRJkiSVqpwoOnu4K6AhZ8yrxXhXi/GuHmNeLca7Wox39RjzajHem7jKzlEkSZIkSZKkrqrco0iSJEmSJEmdmCiSJEmSJEkSMMITRRERw10HSZIkSZKqxGfx+jaiE0XAqPYN36gjX0RsFhGN5bbxHuGi8P6I2Hq466KhERFT2tu2bXxkK9v3jsNdDw2tiNg1IiaU27ZxaQSJiJe3t29Vhs/idWxEJooi4i0RcRPw5Yj4CEA6a/eIFRFvi4i/AF8D/guM90gXEa8E7gEOAUYPc3U0yCLiTRHxMPDvwL+BbXwkKxP+lwL/HRGbD3d9NPgi4m8i4i7gq8AFYBsfySLifRHxxYgYN9x10eArP6ffBBwJrBnu+mjw+Sw+MjQNdwUGWkQcAHwY+CBwP/CHiHghM/87IsI36chQZqWbgPcDxwMfAv4MPBgRL8nMPw9n/TR4IqIJOBb4+8y8tNs52/gIUyYK3g+cANwKXBURpwD/mZmtw1o5DZZGigRwA3BoRPw6M1uGuU4aJBGxK/AR4N2ZeW1EPBIRh2XmVcNdNw2cTp/b3gN8ClgF/BYwziNU+XntH4BPA6/OzGuHuUoaAj6LjxwjokdRRIzttLsb8IfMvDYznwHOAb4SEVN8Y44METEmC2uA32TmEZn5J2AWcCOwaHhrqIHWuY2XD4y7AI+WQ5E+HhGv8H8+I0dEjOm02wqsBJ7PzJUUD5SvBfYdjrpp4HVu32U7bgZ+TdGz5CRgi+Gqm4bE5sBdwCNl278Fex2MKBExutPntpspPqv/J/CuiJgxvLXTYCk/r/0V+DHwcESMLnsIzxzmqmmARcSoTru747P4iFD3iaKIOB24JCL+PiJmAfcCr46I3ctL2oClwEfL6+v+d66yiPgn4IIy3ntk5oJyLosDKR4qxlD8Mfpseb3xrnOd2viHImLv8vD9wIHALygeMk4DvhkRk4apmhogndr4h8ueBq3AYmBamUS4muKh8oTyett4HevevjMzI2Ib4GiKoYZPAH8TEa+3fY8MEfH5iJjX6dAzwDLgW8ADwAsUwxX+LSImD0cdNXAi4gzg3Ig4MSKmZ+Z1ZdL/u8C2wNH+HR85IuK0iDi406E/Aw8DF1MkCd8A/CgiPl1eb+zrXPm57fsR8a6yF9kC4FU+i9e/ug5URLwbOIqiC+tmFB8y7qZIGHyyHBu5BfBW4LiImJCZbcNVX/VfROwQEX8E9qCYi2hn4MSImFRmpx8HjsrM44BPAh+OiJnGu751a+NbAF+MiOnAQ8A7gQsz81Tg7cBLACe/rVM9tPFdgZMycwnwJHAc0P7N8zcokgdb2MbrVw/t+wsRsWNmPg7cXMb2UWA+xfBihxrWsYiYHhFnA39P8YXOKIDMvDszPwr8CfjXzHw78A6KOej8m17HIuKjwEspkkJHAWdEuQBFZq4CfkDxGX32cNVRAyMito6I8yk+g/+4/XhmPg1cDVwEvKps3x8F/jEiZvj/8PoVxeID11B8bvsZ8Gbg5My8Evgj8DGfxetb3SaKyrHOs4DvZOZ1FBMg3g18MzO/QjE84aTM/CTFt1XXAM3l61R/FlMMM3t7Zl5GMSxhJtACkJkLM/O5cnsBcCWwwzDVVQNgA218PvAfFLEfExHjywfL+zDm9ax7G/8VRfwBvgfsRTFfzdjMfJRiXgtXvKtT62nfdwKfKxMIb4mIK4FXUbwXrqeY00T1aznwf5k5jeLLnY9B8e1y+X5Iim+iycyFFD1H5wxPVVWrKCal3w/4fGb+AfgisIJizhoAMvM8ip4GR0TEgRHxtmGprAbCEuBnmTkVeD4iPtbp3A0U74PHADLzDuASii/5Vb9eAH5afm77NXA+RWIY4HSKv/Hv9lm8ftVtoqjTGMd3lvvLgK8De0fEyzNzSWb+JSJGU7xZWzNzjWMj60853GQJxcNiuzspHjKaul07NiK+AUwrr1Gd2kAbn0vR2+RMimFnn4mIfy2P3TwMVVWNNtDGZ0bE1Mx8EDgXeDXw9Yj4DkWvwgVDXlkNiPW0729SfDO5G0UPhN9k5iHA31HMSTWrh6JUJzJzNcWXOABnAO+NiK0zs618PzQCJ0TEeyLiTIo2ftMwVVc1KP+mtwJPUUxeDUXi7wJgt4iY2+ny/wd8pzw3FtWlzFwBXFjufhT4dPkMBtBWtn8iYlRE/AcwmWJImupU+SVt589t1wETyy/0mjNzaWbe6rN4/aqLRFFE7NJ5PGOnTOR8YMeIOLzcfwb4H4rurUTE/hRd3wD+aYiqqxp1j3f7H5TMfKHTZQcDj3Y+FhGvBS4vd4/LzOeHoLoaABHx8ojYqtP+htr4j4E3ZebvgX8BnqP4JuuIzHxkCKutfuoe74208efLcz8BPkcxDO1ZiqGmS4as0uq3iHhrROxTbscG2vezFO37zZl5ZmZ+FaCcz+S1melDRZ3oHvP245m5rEwi3ABcQdHLpN2/AT8FjqCY0+LwsoewNnERMbXTdkOnB8GzgW0jYm453GQBRe/AfctrX0TxHvgxsEtmfn9IK65+6R7v9u3MfKFs33+iaN9nlcfbymtfRzFnUStwfDn8UHVgAzFf3umyl1N8blvV6dr9gcvKXZ/F68wmnSiKYiWj6yi+jWjodq6pzE5/m6JnQfvDRivFgyMUmeo3ZeZJ/jHa9K0v3uVzRUO53d6DaHuKpbKJiJdGxPYUXRqPz8yPlt9saBMXEYdExJ3AicDEbufW18abKbq7kplPAl/LzM93+5+VNkHri3cv2vghEbFnZj4BfCkzTy97oGgTFhFHR8RVFD2F9oO1ScH1tO82ivb9fPs17UmGLFbP0SZufTHv3MYpeg4BnEoxnHSniDgE2Dczz6eYNuBT/k3f9EXEqyPiCuDbUUxoS2a2lcPOoPgc/juKeWvIzEV0XcVwMfD6zHyvn9s2fRuId/vwUVjbvj8AvD4iNouIPSJiO4oegm/OzH8w3vWhNzHv9LltDmWv0YiYGxFbUkwZ8UafxevTJpcoKj9MjIqIL1B0Rf2XzPxE+4fEiGjMQkvZZfnbwPKImB8Rh1Ism9z+wfLZzHxq2H4ZbVQf4t0WxQSI7d2SZwOTo5gY83PAhMx8Jou5S1QHyg+S7wW+nJnvzMz7y+MNvW3j0GUIizZhvYj3xtp4GxjvTV35N31cRPwU+AzwJeDnwPjyfFMv2ncjFMkh473p60PM29v4aOhIGlxKsVrtd9rLy8zmof4d1HcRcRDF3+avU/Qc2j8i9gTIYtgZwBSKnv4zIuLTETEH2IW180suLr/w0SZuI/FuKxPCm1NOCVE+f10APA38EJiYmY/ZS7B+9CHmY8qXTAA2j4gfUPQUHJ+ZK30Wr1+bXKKo/DCxhuKh4OeZeQFARBwWxQSX7d9Gfh04PyJmU/RAWQB8GbgyM88chqqrH/oY7/8FdoliieQ3A8cDd2bmKzLzruH5DVSDyRQJn4siYnREvCOKbuijAaKYd8g2PnL0Jt7ra+PH2MbrQ/k3fSVwTma+LDMvpejt+Y7yfEvZU+ir2L5HhD7G/H+BPcrk0nEUicFTM3PfLIajqX68lKK9/opidcJW4IFOvUO/A/wXxee4j1AkDv8XuDozfzQ8VVYNNhbvb1PMV7Nj2dvkHcDRwKcy80D/H16XehvzmWXvobcD7wduzcxjM/OhYaq3BkjTxi8ZGhHx9xSr2tyQmWdTjGudHxE/pJi8dgHFkLLfRcRFFHWfl+VKV8BZEfHffhNVH/oZ79e1xzsivkgx0/6zw1B99UOnmF+bxTwEDRRLH+9DsTLCaool0NtXy7CN17F+xts2Xqc6xfv6zPxeZv6yPN4IPATcGRGzyl6fc7B9171+xrxzG7+XYriZc43Vge7xBn4PXBIRY4E3AA9STEL/QNkTdCJwYhnvJykmN/5ClpMaa9PWj3hPAt7VqX3fTdG+nS+0TgxAzE8DfpSZi4flF9DAy8xh/6GYr+JaimVwr6DoujwVeD1wDsVqRgG8DrgImNnptY3DXX9/hjTeo4e7/v4MWMzHUUxmez/wN+V1kygmtN2n02tt43X2U2O8beN19tNDvP8J2LHT+b0plkee1MNrbd91+FNjzJuGu/7+1Bzv08vPbdOAbwCvKa/bHbgL2LnTa23jdfZTY7xt33X4Yxv3p6efTWXo2VEUc9NcAnycYqzjyZn5f8D7MvOeLN6Jt7N2ourOy2+qvtQSb79trk/dYz4WOAX4LEWyYBJ0rHp1LrAl2MbrWC3xto3Xn57+pr+9/WRm3gasAk6Atatg2b7rWi0xd2Ly+tM93qOAD2fRk2An1i5zfg9wNeXf+HIOOtt4/akl3rbv+mQb1zqGNVEUa1fAuIViCAKZeSPFG3CHiHhpdl314p0U30ovLq91kss6YryrZwMx/xOwB7A18AnglRHxmoj4DMWY6LvKa415HTHe1bKBeF8LbFNOTt2eJLgUGFcmCrK81njXGWNeLRuI9zXA9hGxO/BH4L8iYjzwaWBPivlMyHJZdNUH4109xlwbMqSJonLcesc3S53eXFcDDRFxeLl/B/AEMLO8/k0RcSvF/BYfSJfXqwvGu3r6GPNHgbmZ+f8o5qg6FNgOOC4zHxvSiqtfjHe19DHeCykSg+3JgS2A5SYK6osxr5Y+xvsxYNfM/FeKlet+TjEs5Y2Z+fSQVlz9Yryrx5irL4ZkMuuIeAnwbuDeiPjPcrhB+5KpLcBfgTuBEyLi6sx8LIrZ01eURdxHMTTpz0NRX9XGeFdPP2O+BUV3VjLzjxFxud9M1AfjXS39jPdWrP2bDvCPDiusH8a8Wmr43LZLWcRJFEthO3FxHTDe1WPM1R+D3qMoIo4AvkXRbW0mcFpEHAPFkqnlZS8AV1GMcf9aFMuiTwOeKa+73aRBfTDe1VNjzBe1l2PSoD4Y72qpMd4dK9aZMKgfxrxaaoz3U+V1zT5A1gfjXT3GXP01FEPP5gJXZ+Z5wJcoJi19S5mlJCK+RDGZ6RKKGdanUbxRlwA/GoL6aWAZ7+ox5tVivKvFeFePMa8W410txrt6jLn6ZcCHnkXEi4HFmXlfeeheYN+ImJmZCyNiGTADeH1EXEYxD82pmflA+fp3AxPau8Rp02a8q8eYV4vxrhbjXT3GvFqMd7UY7+ox5hooA9ajKCKmRsSFwO+Av4mIieWp+4ClwA8j4nxgFvAXYFJm3peZb83MB6KcdT0z23xjbvqMd/UY82ox3tVivKvHmFeL8a4W4109xlwDLXKAFqOIiG2AN1G8EXcBrsrMi8pzoymWQN4yM38SEccCp2TmceX5BuerqC/Gu3qMebUY72ox3tVjzKvFeFeL8a4eY66BVlOiKCLeCTwM3JKZSyNiLEUvpU8AAZydmQt7eN1ngOcz81v9vrmGnPGuHmNeLca7Wox39RjzajHe1WK8q8eYazD1eehZFLYuxzT+HfA24LsRsVlmrsrMFcDvKSbCenm31x4aETcBhwG/qb36GmzGu3qMebUY72ox3tVjzKvFeFeL8a4eY66h0qdEUUQ0ZtEFaRLweGYeBXwAWAyc3X5dZl4NLAB2jYgpETGhPPUgcHpmvjIzFwxA/TWIjHf1GPNqMd7VYryrx5hXi/GuFuNdPcZcQ6lXQ88iohH4ItAIXARMBt6cmX9Xnm8AFgInZOYV5bGJFEvwHQJsD8zNzMcG45fQwDLe1WPMq8V4V4vxrh5jXi3Gu1qMd/UYcw2HjfYoiogjgJsouq/dT/EmXQMcGREHQTE7OvC58qfdPOAU4FZgL9+Y9cF4V48xrxbjXS3Gu3qMebUY72ox3tVjzDVcmnpxTRvw9cz8H4CI2A/YAfgs8F1gbpnF/D/g5RExu+zKtgo4OjOvHJSaa7AY7+ox5tVivKvFeFePMa8W410txrt6jLmGRW/mKLoJ+GnZ5Q3gamC7zPwh0BgRHy6zmNsCre3jHTPzl74x65Lxrh5jXi3Gu1qMd/UY82ox3tVivKvHmGtYbDRRlJkrMnN1ZraWh14BLCq33wXsFhG/Ac4DboZiNvbBqKwGn/GuHmNeLca7Wox39RjzajHe1WK8q8eYa7j0ZugZ0DGJVgJbAr8qD78AnAbsCTyUmY8DZPZihmxt0ox39RjzajHe1WK8q8eYV4vxrhbjXT3GXEOtN0PP2rUBo4BngL3LzOXpQFtm/qn9jakRw3hXjzGvFuNdLca7eox5tRjvajHe1WPMNaSiLwnHiHgxcE3584PM/P5gVUzDz3hXjzGvFuNdLca7eox5tRjvajHe1WPMNZT6mijaFngH8K+ZuXrQaqVNgvGuHmNeLca7Wox39RjzajHe1WK8q8eYayj1KVEkSZIkSZKkkasvcxRJkiRJkiRpBDNRJEmSJEmSJMBEkSRJkiRJkkomiiRJkiRJkgSYKJIkSZIkSVLJRJEkSaoLETE1Ik4pt2dGxM8H8V77RsSxg1V+f3T+/SVJkgaLiSJJklQvpgKnAGTmwsx88yDea19gk0oU0en3lyRJGiyRmcNdB0mSpI2KiJ8ArwPuBf4K7JaZe0bEicDrgQnATsDXgNHAO4DVwLGZuTgi5gDfBjYHVgDvzcx7IuJ44AygFVgCHA3cD4wDHgf+GXgI+DdgLLASeFdm3tuHe18O3AocATQB787M69fze34OWJaZXyv37wCOA+Z3+v1/l5mfiIhPAW8H2oCLM/PU/v73lSRJguKDiiRJUj04FdgzM/eNiNnAbzqd2xPYjyKRcz/wqczcLyK+AbwT+CZwNnByZv41Ig4GvgO8HPgs8MrMfDwipmZmc0R8FjggMz8EEBGTgcMysyUijga+ArypD/cGGF/W/XDgv8vX9ev3L+v0aorE0cGZuSIipvexPEmSpHWYKJIkSSPBZZn5AvBCRCwBfl0evx3YOyImAocAP4uI9teMKf+9GvhhRPwUuGA95U8BfhQROwEJjOrtvTtddx5AZl4ZEZPLpNTz/fx9oej59IPMXFGWu7iGsiRJkgATRZIkaWRY3Wm7rdN+G8XnnQbg+fbeOJ1l5sllD6N5wE0RMbeH8r9IkRB6Q9mb6fI+3LvjVt1vvZ7fpYWu80iOXc91kiRJA87JrCVJUr14AZjUnxdm5lLgoXI+IqKwT7k9JzOvy8zPAouAWT3cawrFfEUAJ/av+pxQ3u9QYElmLlnPdQuA/ctr9wd2KI93r9PvgHdFxPjyWoeeSZKkmpkokiRJdSEznwWuLid3PrMfRbwNOCkibgXupJjfB+DMiLi9LPcaikmnLwN2j4i/RMQJwFeBf46IW+h/j+xV5evPAk7awHXnA9Mj4k7gQ8B90PX3j4gzM/MS4FfAjRHxF+Af+1kvSZKkDq56JkmSNMjKVc/+MTNvHO66SJIkbYg9iiRJkiRJkgTYo0iSJGlYRMS7gI90O3x1Zn5wOOojSZIEJookSZIkSZJUcuiZJEmSJEmSABNFkiRJkiRJKpkokiRJkiRJEmCiSJIkSZIkSSUTRZIkSZIkSQLg/wOUjgCDZtqWdwAAAABJRU5ErkJggg==
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<div class="prompt input_prompt">In&nbsp;[9]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">water_temp_C_df</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;timestamp_utc&#39;</span><span class="p">,</span><span class="n">y</span><span class="o">=</span><span class="s1">&#39;value&#39;</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="mi">10</span><span class="p">),</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Water Temperature Celsius&quot;</span><span class="p">)</span>
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    <div class="prompt output_prompt">Out[9]:</div>


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<pre>&lt;matplotlib.axes._subplots.AxesSubplot at 0x7fd282338a10&gt;</pre>
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