<!doctype html><html lang=en><head><meta charset=utf-8><meta name=viewport content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name=description content="Profile report generated with the `pandas-profiling` Python package"><meta name=author content="Simon Brugman and the open source community."><meta name=generator content="Pandas Profiling v3.0.0"><meta name=url content=https://github.com/pandas-profiling/pandas-profiling><meta name=date content="2021-10-01 03:59:22.354937"><title>Pandas Profiling Report</title><style>
/*!
* Bootstrap v3.3.7 (http://getbootstrap.com)
* Copyright 2011-2016 Twitter, Inc.
* Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
*//*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */html{font-family:sans-serif;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body{margin:0}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,strong{font-weight:700}dfn{font-style:italic}h1{margin:.67em 0;font-size:2em}mark{color:#000;background:#ff0}small{font-size:80%}sub,sup{position:relative;font-size:75%;line-height:0;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0}svg:not(:root){overflow:hidden}figure{margin:1em 40px}hr{height:0;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}pre{overflow:auto}code,kbd,pre,samp{font-family:monospace,monospace;font-size:1em}button,input,optgroup,select,textarea{margin:0;font:inherit;color:inherit}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{padding:0;border:0}input{line-height:normal}input[type=checkbox],input[type=radio]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;-webkit-appearance:textfield}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}fieldset{padding:.35em .625em .75em;margin:0 2px;border:1px solid silver}legend{padding:0;border:0}textarea{overflow:auto}optgroup{font-weight:700}table{border-spacing:0;border-collapse:collapse}td,th{padding:0}/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */@media print{*,:after,:before{color:#000!important;text-shadow:none!important;background:0 0!important;-webkit-box-shadow:none!important;box-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href) ")"}abbr[title]:after{content:" (" attr(title) ")"}a[href^="javascript:"]:after,a[href^="#"]:after{content:""}blockquote,pre{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}img,tr{page-break-inside:avoid}img{max-width:100%!important}h2,h3,p{orphans:3;widows:3}h2,h3{page-break-after:avoid}.navbar{display:none}.btn>.caret,.dropup>.btn>.caret{border-top-color:#000!important}.label{border:1px solid #000}.table{border-collapse:collapse!important}.table td,.table th{background-color:#fff!important}.table-bordered td,.table-bordered th{border:1px solid #ddd!important}}@font-face{font-family:'Glyphicons Halflings';src:url(../fonts/glyphicons-halflings-regular.eot);src:url(../fonts/glyphicons-halflings-regular.eot?#iefix) format('embedded-opentype'),url(../fonts/glyphicons-halflings-regular.woff2) format('woff2'),url(../fonts/glyphicons-halflings-regular.woff) format('woff'),url(../fonts/glyphicons-halflings-regular.ttf) format('truetype'),url(../fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular) format('svg')}.glyphicon{position:relative;top:1px;display:inline-block;font-family:'Glyphicons Halflings';font-style:normal;font-weight:400;line-height:1;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.glyphicon-asterisk:before{content:"\002a"}.glyphicon-plus:before{content:"\002b"}.glyphicon-eur:before,.glyphicon-euro:before{content:"\20ac"}.glyphicon-minus:before{content:"\2212"}.glyphicon-cloud:before{content:"\2601"}.glyphicon-envelope:before{content:"\2709"}.glyphicon-pencil:before{content:"\270f"}.glyphicon-glass:before{content:"\e001"}.glyphicon-music:before{content:"\e002"}.glyphicon-search:before{content:"\e003"}.glyphicon-heart:before{content:"\e005"}.glyphicon-star:before{content:"\e006"}.glyphicon-star-empty:before{content:"\e007"}.glyphicon-user:before{content:"\e008"}.glyphicon-film:before{content:"\e009"}.glyphicon-th-large:before{content:"\e010"}.glyphicon-th:before{content:"\e011"}.glyphicon-th-list:before{content:"\e012"}.glyphicon-ok:before{content:"\e013"}.glyphicon-remove:before{content:"\e014"}.glyphicon-zoom-in:before{content:"\e015"}.glyphicon-zoom-out:before{content:"\e016"}.glyphicon-off:before{content:"\e017"}.glyphicon-signal:before{content:"\e018"}.glyphicon-cog:before{content:"\e019"}.glyphicon-trash:before{content:"\e020"}.glyphicon-home:before{content:"\e021"}.glyphicon-file:before{content:"\e022"}.glyphicon-time:before{content:"\e023"}.glyphicon-road:before{content:"\e024"}.glyphicon-download-alt:before{content:"\e025"}.glyphicon-download:before{content:"\e026"}.glyphicon-upload:before{content:"\e027"}.glyphicon-inbox:before{content:"\e028"}.glyphicon-play-circle:before{content:"\e029"}.glyphicon-repeat:before{content:"\e030"}.glyphicon-refresh:before{content:"\e031"}.glyphicon-list-alt:before{content:"\e032"}.glyphicon-lock:before{content:"\e033"}.glyphicon-flag:before{content:"\e034"}.glyphicon-headphones:before{content:"\e035"}.glyphicon-volume-off:before{content:"\e036"}.glyphicon-volume-down:before{content:"\e037"}.glyphicon-volume-up:before{content:"\e038"}.glyphicon-qrcode:before{content:"\e039"}.glyphicon-barcode:before{content:"\e040"}.glyphicon-tag:before{content:"\e041"}.glyphicon-tags:before{content:"\e042"}.glyphicon-book:before{content:"\e043"}.glyphicon-bookmark:before{content:"\e044"}.glyphicon-print:before{content:"\e045"}.glyphicon-camera:before{content:"\e046"}.glyphicon-font:before{content:"\e047"}.glyphicon-bold:before{content:"\e048"}.glyphicon-italic:before{content:"\e049"}.glyphicon-text-height:before{content:"\e050"}.glyphicon-text-width:before{content:"\e051"}.glyphicon-align-left:before{content:"\e052"}.glyphicon-align-center:before{content:"\e053"}.glyphicon-align-right:before{content:"\e054"}.glyphicon-align-justify:before{content:"\e055"}.glyphicon-list:before{content:"\e056"}.glyphicon-indent-left:before{content:"\e057"}.glyphicon-indent-right:before{content:"\e058"}.glyphicon-facetime-video:before{content:"\e059"}.glyphicon-picture:before{content:"\e060"}.glyphicon-map-marker:before{content:"\e062"}.glyphicon-adjust:before{content:"\e063"}.glyphicon-tint:before{content:"\e064"}.glyphicon-edit:before{content:"\e065"}.glyphicon-share:before{content:"\e066"}.glyphicon-check:before{content:"\e067"}.glyphicon-move:before{content:"\e068"}.glyphicon-step-backward:before{content:"\e069"}.glyphicon-fast-backward:before{content:"\e070"}.glyphicon-backward:before{content:"\e071"}.glyphicon-play:before{content:"\e072"}.glyphicon-pause:before{content:"\e073"}.glyphicon-stop:before{content:"\e074"}.glyphicon-forward:before{content:"\e075"}.glyphicon-fast-forward:before{content:"\e076"}.glyphicon-step-forward:before{content:"\e077"}.glyphicon-eject:before{content:"\e078"}.glyphicon-chevron-left:before{content:"\e079"}.glyphicon-chevron-right:before{content:"\e080"}.glyphicon-plus-sign:before{content:"\e081"}.glyphicon-minus-sign:before{content:"\e082"}.glyphicon-remove-sign:before{content:"\e083"}.glyphicon-ok-sign:before{content:"\e084"}.glyphicon-question-sign:before{content:"\e085"}.glyphicon-info-sign:before{content:"\e086"}.glyphicon-screenshot:before{content:"\e087"}.glyphicon-remove-circle:before{content:"\e088"}.glyphicon-ok-circle:before{content:"\e089"}.glyphicon-ban-circle:before{content:"\e090"}.glyphicon-arrow-left:before{content:"\e091"}.glyphicon-arrow-right:before{content:"\e092"}.glyphicon-arrow-up:before{content:"\e093"}.glyphicon-arrow-down:before{content:"\e094"}.glyphicon-share-alt:before{content:"\e095"}.glyphicon-resize-full:before{content:"\e096"}.glyphicon-resize-small:before{content:"\e097"}.glyphicon-exclamation-sign:before{content:"\e101"}.glyphicon-gift:before{content:"\e102"}.glyphicon-leaf:before{content:"\e103"}.glyphicon-fire:before{content:"\e104"}.glyphicon-eye-open:before{content:"\e105"}.glyphicon-eye-close:before{content:"\e106"}.glyphicon-warning-sign:before{content:"\e107"}.glyphicon-plane:before{content:"\e108"}.glyphicon-calendar:before{content:"\e109"}.glyphicon-random:before{content:"\e110"}.glyphicon-comment:before{content:"\e111"}.glyphicon-magnet:before{content:"\e112"}.glyphicon-chevron-up:before{content:"\e113"}.glyphicon-chevron-down:before{content:"\e114"}.glyphicon-retweet:before{content:"\e115"}.glyphicon-shopping-cart:before{content:"\e116"}.glyphicon-folder-close:before{content:"\e117"}.glyphicon-folder-open:before{content:"\e118"}.glyphicon-resize-vertical:before{content:"\e119"}.glyphicon-resize-horizontal:before{content:"\e120"}.glyphicon-hdd:before{content:"\e121"}.glyphicon-bullhorn:before{content:"\e122"}.glyphicon-bell:before{content:"\e123"}.glyphicon-certificate:before{content:"\e124"}.glyphicon-thumbs-up:before{content:"\e125"}.glyphicon-thumbs-down:before{content:"\e126"}.glyphicon-hand-right:before{content:"\e127"}.glyphicon-hand-left:before{content:"\e128"}.glyphicon-hand-up:before{content:"\e129"}.glyphicon-hand-down:before{content:"\e130"}.glyphicon-circle-arrow-right:before{content:"\e131"}.glyphicon-circle-arrow-left:before{content:"\e132"}.glyphicon-circle-arrow-up:before{content:"\e133"}.glyphicon-circle-arrow-down:before{content:"\e134"}.glyphicon-globe:before{content:"\e135"}.glyphicon-wrench:before{content:"\e136"}.glyphicon-tasks:before{content:"\e137"}.glyphicon-filter:before{content:"\e138"}.glyphicon-briefcase:before{content:"\e139"}.glyphicon-fullscreen:before{content:"\e140"}.glyphicon-dashboard:before{content:"\e141"}.glyphicon-paperclip:before{content:"\e142"}.glyphicon-heart-empty:before{content:"\e143"}.glyphicon-link:before{content:"\e144"}.glyphicon-phone:before{content:"\e145"}.glyphicon-pushpin:before{content:"\e146"}.glyphicon-usd:before{content:"\e148"}.glyphicon-gbp:before{content:"\e149"}.glyphicon-sort:before{content:"\e150"}.glyphicon-sort-by-alphabet:before{content:"\e151"}.glyphicon-sort-by-alphabet-alt:before{content:"\e152"}.glyphicon-sort-by-order:before{content:"\e153"}.glyphicon-sort-by-order-alt:before{content:"\e154"}.glyphicon-sort-by-attributes:before{content:"\e155"}.glyphicon-sort-by-attributes-alt:before{content:"\e156"}.glyphicon-unchecked:before{content:"\e157"}.glyphicon-expand:before{content:"\e158"}.glyphicon-collapse-down:before{content:"\e159"}.glyphicon-collapse-up:before{content:"\e160"}.glyphicon-log-in:before{content:"\e161"}.glyphicon-flash:before{content:"\e162"}.glyphicon-log-out:before{content:"\e163"}.glyphicon-new-window:before{content:"\e164"}.glyphicon-record:before{content:"\e165"}.glyphicon-save:before{content:"\e166"}.glyphicon-open:before{content:"\e167"}.glyphicon-saved:before{content:"\e168"}.glyphicon-import:before{content:"\e169"}.glyphicon-export:before{content:"\e170"}.glyphicon-send:before{content:"\e171"}.glyphicon-floppy-disk:before{content:"\e172"}.glyphicon-floppy-saved:before{content:"\e173"}.glyphicon-floppy-remove:before{content:"\e174"}.glyphicon-floppy-save:before{content:"\e175"}.glyphicon-floppy-open:before{content:"\e176"}.glyphicon-credit-card:before{content:"\e177"}.glyphicon-transfer:before{content:"\e178"}.glyphicon-cutlery:before{content:"\e179"}.glyphicon-header:before{content:"\e180"}.glyphicon-compressed:before{content:"\e181"}.glyphicon-earphone:before{content:"\e182"}.glyphicon-phone-alt:before{content:"\e183"}.glyphicon-tower:before{content:"\e184"}.glyphicon-stats:before{content:"\e185"}.glyphicon-sd-video:before{content:"\e186"}.glyphicon-hd-video:before{content:"\e187"}.glyphicon-subtitles:before{content:"\e188"}.glyphicon-sound-stereo:before{content:"\e189"}.glyphicon-sound-dolby:before{content:"\e190"}.glyphicon-sound-5-1:before{content:"\e191"}.glyphicon-sound-6-1:before{content:"\e192"}.glyphicon-sound-7-1:before{content:"\e193"}.glyphicon-copyright-mark:before{content:"\e194"}.glyphicon-registration-mark:before{content:"\e195"}.glyphicon-cloud-download:before{content:"\e197"}.glyphicon-cloud-upload:before{content:"\e198"}.glyphicon-tree-conifer:before{content:"\e199"}.glyphicon-tree-deciduous:before{content:"\e200"}.glyphicon-cd:before{content:"\e201"}.glyphicon-save-file:before{content:"\e202"}.glyphicon-open-file:before{content:"\e203"}.glyphicon-level-up:before{content:"\e204"}.glyphicon-copy:before{content:"\e205"}.glyphicon-paste:before{content:"\e206"}.glyphicon-alert:before{content:"\e209"}.glyphicon-equalizer:before{content:"\e210"}.glyphicon-king:before{content:"\e211"}.glyphicon-queen:before{content:"\e212"}.glyphicon-pawn:before{content:"\e213"}.glyphicon-bishop:before{content:"\e214"}.glyphicon-knight:before{content:"\e215"}.glyphicon-baby-formula:before{content:"\e216"}.glyphicon-tent:before{content:"\26fa"}.glyphicon-blackboard:before{content:"\e218"}.glyphicon-bed:before{content:"\e219"}.glyphicon-apple:before{content:"\f8ff"}.glyphicon-erase:before{content:"\e221"}.glyphicon-hourglass:before{content:"\231b"}.glyphicon-lamp:before{content:"\e223"}.glyphicon-duplicate:before{content:"\e224"}.glyphicon-piggy-bank:before{content:"\e225"}.glyphicon-scissors:before{content:"\e226"}.glyphicon-bitcoin:before{content:"\e227"}.glyphicon-btc:before{content:"\e227"}.glyphicon-xbt:before{content:"\e227"}.glyphicon-yen:before{content:"\00a5"}.glyphicon-jpy:before{content:"\00a5"}.glyphicon-ruble:before{content:"\20bd"}.glyphicon-rub:before{content:"\20bd"}.glyphicon-scale:before{content:"\e230"}.glyphicon-ice-lolly:before{content:"\e231"}.glyphicon-ice-lolly-tasted:before{content:"\e232"}.glyphicon-education:before{content:"\e233"}.glyphicon-option-horizontal:before{content:"\e234"}.glyphicon-option-vertical:before{content:"\e235"}.glyphicon-menu-hamburger:before{content:"\e236"}.glyphicon-modal-window:before{content:"\e237"}.glyphicon-oil:before{content:"\e238"}.glyphicon-grain:before{content:"\e239"}.glyphicon-sunglasses:before{content:"\e240"}.glyphicon-text-size:before{content:"\e241"}.glyphicon-text-color:before{content:"\e242"}.glyphicon-text-background:before{content:"\e243"}.glyphicon-object-align-top:before{content:"\e244"}.glyphicon-object-align-bottom:before{content:"\e245"}.glyphicon-object-align-horizontal:before{content:"\e246"}.glyphicon-object-align-left:before{content:"\e247"}.glyphicon-object-align-vertical:before{content:"\e248"}.glyphicon-object-align-right:before{content:"\e249"}.glyphicon-triangle-right:before{content:"\e250"}.glyphicon-triangle-left:before{content:"\e251"}.glyphicon-triangle-bottom:before{content:"\e252"}.glyphicon-triangle-top:before{content:"\e253"}.glyphicon-console:before{content:"\e254"}.glyphicon-superscript:before{content:"\e255"}.glyphicon-subscript:before{content:"\e256"}.glyphicon-menu-left:before{content:"\e257"}.glyphicon-menu-right:before{content:"\e258"}.glyphicon-menu-down:before{content:"\e259"}.glyphicon-menu-up:before{content:"\e260"}*{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}:after,:before{-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:14px;line-height:1.42857143;color:#333;background-color:#fff}button,input,select,textarea{font-family:inherit;font-size:inherit;line-height:inherit}a{color:#337ab7;text-decoration:none}a:focus,a:hover{color:#23527c;text-decoration:underline}a:focus{outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}figure{margin:0}img{vertical-align:middle}.carousel-inner>.item>a>img,.carousel-inner>.item>img,.img-responsive,.thumbnail a>img,.thumbnail>img{display:block;max-width:100%;height:auto}.img-rounded{border-radius:6px}.img-thumbnail{display:inline-block;max-width:100%;height:auto;padding:4px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:all .2s ease-in-out;-o-transition:all .2s ease-in-out;transition:all .2s ease-in-out}.img-circle{border-radius:50%}hr{margin-top:20px;margin-bottom:20px;border:0;border-top:1px solid #eee}.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}[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,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-weight:400;line-height:1;color:#777}.h1,.h2,.h3,h1,h2,h3{margin-top:20px;margin-bottom:10px}.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,.h5,.h6,h4,h5,h6{margin-top:10px;margin-bottom:10px}.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:36px}.h2,h2{font-size:30px}.h3,h3{font-size:24px}.h4,h4{font-size:18px}.h5,h5{font-size:14px}.h6,h6{font-size:12px}p{margin:0 0 10px}.lead{margin-bottom:20px;font-size:16px;font-weight:300;line-height:1.4}@media (min-width:768px){.lead{font-size:21px}}.small,small{font-size:85%}.mark,mark{padding:.2em;background-color:#fcf8e3}.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:#777}.text-primary{color:#337ab7}a.text-primary:focus,a.text-primary:hover{color:#286090}.text-success{color:#3c763d}a.text-success:focus,a.text-success:hover{color:#2b542c}.text-info{color:#31708f}a.text-info:focus,a.text-info:hover{color:#245269}.text-warning{color:#8a6d3b}a.text-warning:focus,a.text-warning:hover{color:#66512c}.text-danger{color:#a94442}a.text-danger:focus,a.text-danger:hover{color:#843534}.bg-primary{color:#fff;background-color:#337ab7}a.bg-primary:focus,a.bg-primary:hover{background-color:#286090}.bg-success{background-color:#dff0d8}a.bg-success:focus,a.bg-success:hover{background-color:#c1e2b3}.bg-info{background-color:#d9edf7}a.bg-info:focus,a.bg-info:hover{background-color:#afd9ee}.bg-warning{background-color:#fcf8e3}a.bg-warning:focus,a.bg-warning:hover{background-color:#f7ecb5}.bg-danger{background-color:#f2dede}a.bg-danger:focus,a.bg-danger:hover{background-color:#e4b9b9}.page-header{padding-bottom:9px;margin:40px 0 20px;border-bottom:1px solid #eee}ol,ul{margin-top:0;margin-bottom:10px}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}.list-unstyled{padding-left:0;list-style:none}.list-inline{padding-left:0;margin-left:-5px;list-style:none}.list-inline>li{display:inline-block;padding-right:5px;padding-left:5px}dl{margin-top:0;margin-bottom:20px}dd,dt{line-height:1.42857143}dt{font-weight:700}dd{margin-left:0}@media (min-width:768px){.dl-horizontal dt{float:left;width:160px;overflow:hidden;clear:left;text-align:right;text-overflow:ellipsis;white-space:nowrap}.dl-horizontal dd{margin-left:180px}}abbr[data-original-title],abbr[title]{cursor:help;border-bottom:1px dotted #777}.initialism{font-size:90%;text-transform:uppercase}blockquote{padding:10px 20px;margin:0 0 20px;font-size:17.5px;border-left:5px solid #eee}blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child{margin-bottom:0}blockquote .small,blockquote footer,blockquote small{display:block;font-size:80%;line-height:1.42857143;color:#777}blockquote .small:before,blockquote footer:before,blockquote small:before{content:'\2014 \00A0'}.blockquote-reverse,blockquote.pull-right{padding-right:15px;padding-left:0;text-align:right;border-right:5px solid #eee;border-left:0}.blockquote-reverse .small:before,.blockquote-reverse footer:before,.blockquote-reverse small:before,blockquote.pull-right .small:before,blockquote.pull-right footer:before,blockquote.pull-right small:before{content:''}.blockquote-reverse .small:after,.blockquote-reverse footer:after,.blockquote-reverse small:after,blockquote.pull-right .small:after,blockquote.pull-right footer:after,blockquote.pull-right small:after{content:'\00A0 \2014'}address{margin-bottom:20px;font-style:normal;line-height:1.42857143}code,kbd,pre,samp{font-family:Menlo,Monaco,Consolas,"Courier New",monospace}code{padding:2px 4px;font-size:90%;color:#c7254e;background-color:#f9f2f4;border-radius:4px}kbd{padding:2px 4px;font-size:90%;color:#fff;background-color:#333;border-radius:3px;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.25);box-shadow:inset 0 -1px 0 rgba(0,0,0,.25)}kbd kbd{padding:0;font-size:100%;font-weight:700;-webkit-box-shadow:none;box-shadow:none}pre{display:block;padding:9.5px;margin:0 0 10px;font-size:13px;line-height:1.42857143;color:#333;word-break:break-all;word-wrap:break-word;background-color:#f5f5f5;border:1px solid #ccc;border-radius:4px}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{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}@media (min-width:768px){.container{width:750px}}@media (min-width:992px){.container{width:970px}}@media (min-width:1200px){.container{width:1170px}}.container-fluid{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}.row{margin-right:-15px;margin-left:-15px}.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.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-md-1,.col-md-10,.col-md-11,.col-md-12,.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-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.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-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{position:relative;min-height:1px;padding-right:15px;padding-left:15px}.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{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-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9{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-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9{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-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9{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:#777;text-align:left}th{text-align:left}.table{width:100%;max-width:100%;margin-bottom:20px}.table>tbody>tr>td,.table>tbody>tr>th,.table>tfoot>tr>td,.table>tfoot>tr>th,.table>thead>tr>td,.table>thead>tr>th{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>td,.table>caption+thead>tr:first-child>th,.table>colgroup+thead>tr:first-child>td,.table>colgroup+thead>tr:first-child>th,.table>thead:first-child>tr:first-child>td,.table>thead:first-child>tr:first-child>th{border-top:0}.table>tbody+tbody{border-top:2px solid #ddd}.table .table{background-color:#fff}.table-condensed>tbody>tr>td,.table-condensed>tbody>tr>th,.table-condensed>tfoot>tr>td,.table-condensed>tfoot>tr>th,.table-condensed>thead>tr>td,.table-condensed>thead>tr>th{padding:5px}.table-bordered{border:1px solid #ddd}.table-bordered>tbody>tr>td,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border:1px solid #ddd}.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{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;display:table-column;float:none}table td[class*=col-],table th[class*=col-]{position:static;display:table-cell;float:none}.table>tbody>tr.active>td,.table>tbody>tr.active>th,.table>tbody>tr>td.active,.table>tbody>tr>th.active,.table>tfoot>tr.active>td,.table>tfoot>tr.active>th,.table>tfoot>tr>td.active,.table>tfoot>tr>th.active,.table>thead>tr.active>td,.table>thead>tr.active>th,.table>thead>tr>td.active,.table>thead>tr>th.active{background-color:#f5f5f5}.table-hover>tbody>tr.active:hover>td,.table-hover>tbody>tr.active:hover>th,.table-hover>tbody>tr:hover>.active,.table-hover>tbody>tr>td.active:hover,.table-hover>tbody>tr>th.active:hover{background-color:#e8e8e8}.table>tbody>tr.success>td,.table>tbody>tr.success>th,.table>tbody>tr>td.success,.table>tbody>tr>th.success,.table>tfoot>tr.success>td,.table>tfoot>tr.success>th,.table>tfoot>tr>td.success,.table>tfoot>tr>th.success,.table>thead>tr.success>td,.table>thead>tr.success>th,.table>thead>tr>td.success,.table>thead>tr>th.success{background-color:#dff0d8}.table-hover>tbody>tr.success:hover>td,.table-hover>tbody>tr.success:hover>th,.table-hover>tbody>tr:hover>.success,.table-hover>tbody>tr>td.success:hover,.table-hover>tbody>tr>th.success:hover{background-color:#d0e9c6}.table>tbody>tr.info>td,.table>tbody>tr.info>th,.table>tbody>tr>td.info,.table>tbody>tr>th.info,.table>tfoot>tr.info>td,.table>tfoot>tr.info>th,.table>tfoot>tr>td.info,.table>tfoot>tr>th.info,.table>thead>tr.info>td,.table>thead>tr.info>th,.table>thead>tr>td.info,.table>thead>tr>th.info{background-color:#d9edf7}.table-hover>tbody>tr.info:hover>td,.table-hover>tbody>tr.info:hover>th,.table-hover>tbody>tr:hover>.info,.table-hover>tbody>tr>td.info:hover,.table-hover>tbody>tr>th.info:hover{background-color:#c4e3f3}.table>tbody>tr.warning>td,.table>tbody>tr.warning>th,.table>tbody>tr>td.warning,.table>tbody>tr>th.warning,.table>tfoot>tr.warning>td,.table>tfoot>tr.warning>th,.table>tfoot>tr>td.warning,.table>tfoot>tr>th.warning,.table>thead>tr.warning>td,.table>thead>tr.warning>th,.table>thead>tr>td.warning,.table>thead>tr>th.warning{background-color:#fcf8e3}.table-hover>tbody>tr.warning:hover>td,.table-hover>tbody>tr.warning:hover>th,.table-hover>tbody>tr:hover>.warning,.table-hover>tbody>tr>td.warning:hover,.table-hover>tbody>tr>th.warning:hover{background-color:#faf2cc}.table>tbody>tr.danger>td,.table>tbody>tr.danger>th,.table>tbody>tr>td.danger,.table>tbody>tr>th.danger,.table>tfoot>tr.danger>td,.table>tfoot>tr.danger>th,.table>tfoot>tr>td.danger,.table>tfoot>tr>th.danger,.table>thead>tr.danger>td,.table>thead>tr.danger>th,.table>thead>tr>td.danger,.table>thead>tr>th.danger{background-color:#f2dede}.table-hover>tbody>tr.danger:hover>td,.table-hover>tbody>tr.danger:hover>th,.table-hover>tbody>tr:hover>.danger,.table-hover>tbody>tr>td.danger:hover,.table-hover>tbody>tr>th.danger:hover{background-color:#ebcccc}.table-responsive{min-height:.01%;overflow-x:auto}@media screen and (max-width:767px){.table-responsive{width:100%;margin-bottom:15px;overflow-y:hidden;-ms-overflow-style:-ms-autohiding-scrollbar;border:1px solid #ddd}.table-responsive>.table{margin-bottom:0}.table-responsive>.table>tbody>tr>td,.table-responsive>.table>tbody>tr>th,.table-responsive>.table>tfoot>tr>td,.table-responsive>.table>tfoot>tr>th,.table-responsive>.table>thead>tr>td,.table-responsive>.table>thead>tr>th{white-space:nowrap}.table-responsive>.table-bordered{border:0}.table-responsive>.table-bordered>tbody>tr>td:first-child,.table-responsive>.table-bordered>tbody>tr>th:first-child,.table-responsive>.table-bordered>tfoot>tr>td:first-child,.table-responsive>.table-bordered>tfoot>tr>th:first-child,.table-responsive>.table-bordered>thead>tr>td:first-child,.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.table-responsive>.table-bordered>tbody>tr>td:last-child,.table-responsive>.table-bordered>tbody>tr>th:last-child,.table-responsive>.table-bordered>tfoot>tr>td:last-child,.table-responsive>.table-bordered>tfoot>tr>th:last-child,.table-responsive>.table-bordered>thead>tr>td:last-child,.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.table-responsive>.table-bordered>tbody>tr:last-child>td,.table-responsive>.table-bordered>tbody>tr:last-child>th,.table-responsive>.table-bordered>tfoot>tr:last-child>td,.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}}fieldset{min-width:0;padding:0;margin:0;border:0}legend{display:block;width:100%;padding:0;margin-bottom:20px;font-size:21px;line-height:inherit;color:#333;border:0;border-bottom:1px solid #e5e5e5}label{display:inline-block;max-width:100%;margin-bottom:5px;font-weight:700}input[type=search]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}input[type=checkbox],input[type=radio]{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=checkbox]:focus,input[type=radio]:focus{outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}output{display:block;padding-top:7px;font-size:14px;line-height:1.42857143;color:#555}.form-control{display:block;width:100%;height:34px;padding:6px 12px;font-size:14px;line-height:1.42857143;color:#555;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075);-webkit-transition:border-color ease-in-out .15s,-webkit-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,.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.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{background-color:transparent;border:0}.form-control[disabled],.form-control[readonly],fieldset[disabled] .form-control{background-color:#eee;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:34px}.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],input[type=date].input-sm,input[type=time].input-sm,input[type=datetime-local].input-sm,input[type=month].input-sm{line-height:30px}.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],input[type=date].input-lg,input[type=time].input-lg,input[type=datetime-local].input-lg,input[type=month].input-lg{line-height:46px}}.form-group{margin-bottom:15px}.checkbox,.radio{position:relative;display:block;margin-top:10px;margin-bottom:10px}.checkbox label,.radio label{min-height:20px;padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.checkbox input[type=checkbox],.checkbox-inline input[type=checkbox],.radio input[type=radio],.radio-inline input[type=radio]{position:absolute;margin-top:4px\9;margin-left:-20px}.checkbox+.checkbox,.radio+.radio{margin-top:-5px}.checkbox-inline,.radio-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.checkbox-inline+.checkbox-inline,.radio-inline+.radio-inline{margin-top:0;margin-left:10px}fieldset[disabled] input[type=checkbox],fieldset[disabled] input[type=radio],input[type=checkbox].disabled,input[type=checkbox][disabled],input[type=radio].disabled,input[type=radio][disabled]{cursor:not-allowed}.checkbox-inline.disabled,.radio-inline.disabled,fieldset[disabled] .checkbox-inline,fieldset[disabled] .radio-inline{cursor:not-allowed}.checkbox.disabled label,.radio.disabled label,fieldset[disabled] .checkbox label,fieldset[disabled] .radio label{cursor:not-allowed}.form-control-static{min-height:34px;padding-top:7px;padding-bottom:7px;margin-bottom:0}.form-control-static.input-lg,.form-control-static.input-sm{padding-right:0;padding-left:0}.input-sm{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-sm{height:30px;line-height:30px}select[multiple].input-sm,textarea.input-sm{height:auto}.form-group-sm .form-control{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.form-group-sm select.form-control{height:30px;line-height:30px}.form-group-sm select[multiple].form-control,.form-group-sm textarea.form-control{height:auto}.form-group-sm .form-control-static{height:30px;min-height:32px;padding:6px 10px;font-size:12px;line-height:1.5}.input-lg{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-lg{height:46px;line-height:46px}select[multiple].input-lg,textarea.input-lg{height:auto}.form-group-lg .form-control{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.form-group-lg select.form-control{height:46px;line-height:46px}.form-group-lg select[multiple].form-control,.form-group-lg textarea.form-control{height:auto}.form-group-lg .form-control-static{height:46px;min-height:38px;padding:11px 16px;font-size:18px;line-height:1.3333333}.has-feedback{position:relative}.has-feedback .form-control{padding-right:42.5px}.form-control-feedback{position:absolute;top:0;right:0;z-index:2;display:block;width:34px;height:34px;line-height:34px;text-align:center;pointer-events:none}.form-group-lg .form-control+.form-control-feedback,.input-group-lg+.form-control-feedback,.input-lg+.form-control-feedback{width:46px;height:46px;line-height:46px}.form-group-sm .form-control+.form-control-feedback,.input-group-sm+.form-control-feedback,.input-sm+.form-control-feedback{width:30px;height:30px;line-height:30px}.has-success .checkbox,.has-success .checkbox-inline,.has-success .control-label,.has-success .help-block,.has-success .radio,.has-success .radio-inline,.has-success.checkbox label,.has-success.checkbox-inline label,.has-success.radio label,.has-success.radio-inline label{color:#3c763d}.has-success .form-control{border-color:#3c763d;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-success .form-control:focus{border-color:#2b542c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168}.has-success .input-group-addon{color:#3c763d;background-color:#dff0d8;border-color:#3c763d}.has-success .form-control-feedback{color:#3c763d}.has-warning .checkbox,.has-warning .checkbox-inline,.has-warning .control-label,.has-warning .help-block,.has-warning .radio,.has-warning .radio-inline,.has-warning.checkbox label,.has-warning.checkbox-inline label,.has-warning.radio label,.has-warning.radio-inline label{color:#8a6d3b}.has-warning .form-control{border-color:#8a6d3b;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-warning .form-control:focus{border-color:#66512c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b}.has-warning .input-group-addon{color:#8a6d3b;background-color:#fcf8e3;border-color:#8a6d3b}.has-warning .form-control-feedback{color:#8a6d3b}.has-error .checkbox,.has-error .checkbox-inline,.has-error .control-label,.has-error .help-block,.has-error .radio,.has-error .radio-inline,.has-error.checkbox label,.has-error.checkbox-inline label,.has-error.radio label,.has-error.radio-inline label{color:#a94442}.has-error .form-control{border-color:#a94442;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-error .form-control:focus{border-color:#843534;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483}.has-error .input-group-addon{color:#a94442;background-color:#f2dede;border-color:#a94442}.has-error .form-control-feedback{color:#a94442}.has-feedback label~.form-control-feedback{top:25px}.has-feedback label.sr-only~.form-control-feedback{top:0}.help-block{display:block;margin-top:5px;margin-bottom:10px;color:#737373}@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 .form-control,.form-inline .input-group .input-group-addon,.form-inline .input-group .input-group-btn{width:auto}.form-inline .input-group>.form-control{width:100%}.form-inline .control-label{margin-bottom:0;vertical-align:middle}.form-inline .checkbox,.form-inline .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.form-inline .checkbox label,.form-inline .radio label{padding-left:0}.form-inline .checkbox input[type=checkbox],.form-inline .radio input[type=radio]{position:relative;margin-left:0}.form-inline .has-feedback .form-control-feedback{top:0}}.form-horizontal .checkbox,.form-horizontal .checkbox-inline,.form-horizontal .radio,.form-horizontal .radio-inline{padding-top:7px;margin-top:0;margin-bottom:0}.form-horizontal .checkbox,.form-horizontal .radio{min-height:27px}.form-horizontal .form-group{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.form-horizontal .control-label{padding-top:7px;margin-bottom:0;text-align:right}}.form-horizontal .has-feedback .form-control-feedback{right:15px}@media (min-width:768px){.form-horizontal .form-group-lg .control-label{padding-top:11px;font-size:18px}}@media (min-width:768px){.form-horizontal .form-group-sm .control-label{padding-top:6px;font-size:12px}}.btn{display:inline-block;padding:6px 12px;margin-bottom:0;font-size:14px;font-weight:400;line-height:1.42857143;text-align:center;white-space:nowrap;vertical-align:middle;-ms-touch-action:manipulation;touch-action:manipulation;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;background-image:none;border:1px solid transparent;border-radius:4px}.btn.active.focus,.btn.active:focus,.btn.focus,.btn:active.focus,.btn:active:focus,.btn:focus{outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.btn.focus,.btn:focus,.btn:hover{color:#333;text-decoration:none}.btn.active,.btn:active{background-image:none;outline:0;-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn.disabled,.btn[disabled],fieldset[disabled] .btn{cursor:not-allowed;filter:alpha(opacity=65);-webkit-box-shadow:none;box-shadow:none;opacity:.65}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.focus,.btn-default.active:focus,.btn-default.active:hover,.btn-default:active.focus,.btn-default:active:focus,.btn-default:active:hover,.open>.dropdown-toggle.btn-default.focus,.open>.dropdown-toggle.btn-default:focus,.open>.dropdown-toggle.btn-default:hover{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.focus,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled].focus,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{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.focus,.btn-primary.active:focus,.btn-primary.active:hover,.btn-primary:active.focus,.btn-primary:active:focus,.btn-primary:active:hover,.open>.dropdown-toggle.btn-primary.focus,.open>.dropdown-toggle.btn-primary:focus,.open>.dropdown-toggle.btn-primary:hover{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.focus,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled].focus,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{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.focus,.btn-success.active:focus,.btn-success.active:hover,.btn-success:active.focus,.btn-success:active:focus,.btn-success:active:hover,.open>.dropdown-toggle.btn-success.focus,.open>.dropdown-toggle.btn-success:focus,.open>.dropdown-toggle.btn-success:hover{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.focus,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled].focus,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{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.focus,.btn-info.active:focus,.btn-info.active:hover,.btn-info:active.focus,.btn-info:active:focus,.btn-info:active:hover,.open>.dropdown-toggle.btn-info.focus,.open>.dropdown-toggle.btn-info:focus,.open>.dropdown-toggle.btn-info:hover{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.focus,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled].focus,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{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.focus,.btn-warning.active:focus,.btn-warning.active:hover,.btn-warning:active.focus,.btn-warning:active:focus,.btn-warning:active:hover,.open>.dropdown-toggle.btn-warning.focus,.open>.dropdown-toggle.btn-warning:focus,.open>.dropdown-toggle.btn-warning:hover{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.focus,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled].focus,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{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.focus,.btn-danger.active:focus,.btn-danger.active:hover,.btn-danger:active.focus,.btn-danger:active:focus,.btn-danger:active:hover,.open>.dropdown-toggle.btn-danger.focus,.open>.dropdown-toggle.btn-danger:focus,.open>.dropdown-toggle.btn-danger:hover{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.focus,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled].focus,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#d9534f;border-color:#d43f3a}.btn-danger .badge{color:#d9534f;background-color:#fff}.btn-link{font-weight:400;color:#337ab7;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:active,.btn-link:focus,.btn-link:hover{border-color:transparent}.btn-link:focus,.btn-link:hover{color:#23527c;text-decoration:underline;background-color:transparent}.btn-link[disabled]:focus,.btn-link[disabled]:hover,fieldset[disabled] .btn-link:focus,fieldset[disabled] .btn-link:hover{color:#777;text-decoration:none}.btn-group-lg>.btn,.btn-lg{padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.btn-group-sm>.btn,.btn-sm{padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.btn-group-xs>.btn,.btn-xs{padding:1px 5px;font-size:12px;line-height:1.5;border-radius:3px}.btn-block{display:block;width:100%}.btn-block+.btn-block{margin-top:5px}input[type=button].btn-block,input[type=reset].btn-block,input[type=submit].btn-block{width:100%}.fade{opacity:0;-webkit-transition:opacity .15s linear;-o-transition:opacity .15s linear;transition:opacity .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-timing-function:ease;-o-transition-timing-function:ease;transition-timing-function:ease;-webkit-transition-duration:.35s;-o-transition-duration:.35s;transition-duration:.35s;-webkit-transition-property:height,visibility;-o-transition-property:height,visibility;transition-property:height,visibility}.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}.dropdown,.dropup{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;font-size:14px;text-align:left;list-style:none;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.15);border-radius:4px;-webkit-box-shadow:0 6px 12px rgba(0,0,0,.175);box-shadow:0 6px 12px rgba(0,0,0,.175)}.dropdown-menu.pull-right{right:0;left:auto}.dropdown-menu .divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.dropdown-menu>li>a{display:block;padding:3px 20px;clear:both;font-weight:400;line-height:1.42857143;color:#333;white-space:nowrap}.dropdown-menu>li>a:focus,.dropdown-menu>li>a:hover{color:#262626;text-decoration:none;background-color:#f5f5f5}.dropdown-menu>.active>a,.dropdown-menu>.active>a:focus,.dropdown-menu>.active>a:hover{color:#fff;text-decoration:none;background-color:#337ab7;outline:0}.dropdown-menu>.disabled>a,.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{color:#777}.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{text-decoration:none;cursor:not-allowed;background-color:transparent;background-image:none;filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.open>.dropdown-menu{display:block}.open>a{outline:0}.dropdown-menu-right{right:0;left:auto}.dropdown-menu-left{right:auto;left:0}.dropdown-header{display:block;padding:3px 20px;font-size:12px;line-height:1.42857143;color:#777;white-space:nowrap}.dropdown-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:990}.pull-right>.dropdown-menu{right:0;left:auto}.dropup .caret,.navbar-fixed-bottom .dropdown .caret{content:"";border-top:0;border-bottom:4px dashed;border-bottom:4px solid\9}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu{top:auto;bottom:100%;margin-bottom:2px}@media (min-width:768px){.navbar-right .dropdown-menu{right:0;left:auto}.navbar-right .dropdown-menu-left{right:auto;left:0}}.btn-group,.btn-group-vertical{position:relative;display:inline-block;vertical-align:middle}.btn-group-vertical>.btn,.btn-group>.btn{position:relative;float:left}.btn-group-vertical>.btn.active,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:hover,.btn-group>.btn.active,.btn-group>.btn:active,.btn-group>.btn:focus,.btn-group>.btn:hover{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-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:last-child:not(:first-child),.btn-group>.dropdown-toggle:not(:first-child){border-top-left-radius:0;border-bottom-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-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-bottom-left-radius:0}.btn-group .dropdown-toggle:active,.btn-group.open .dropdown-toggle{outline:0}.btn-group>.btn+.dropdown-toggle{padding-right:8px;padding-left:8px}.btn-group>.btn-lg+.dropdown-toggle{padding-right:12px;padding-left:12px}.btn-group.open .dropdown-toggle{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(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-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn:last-child:not(:first-child){border-top-left-radius:0;border-top-right-radius:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}.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-left-radius:0;border-top-right-radius:0}.btn-group-justified{display:table;width:100%;table-layout:fixed;border-collapse:separate}.btn-group-justified>.btn,.btn-group-justified>.btn-group{display:table-cell;float:none;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=checkbox],[data-toggle=buttons]>.btn input[type=radio],[data-toggle=buttons]>.btn-group>.btn input[type=checkbox],[data-toggle=buttons]>.btn-group>.btn input[type=radio]{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-right:0;padding-left: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:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-group-lg>.form-control,select.input-group-lg>.input-group-addon,select.input-group-lg>.input-group-btn>.btn{height:46px;line-height:46px}select[multiple].input-group-lg>.form-control,select[multiple].input-group-lg>.input-group-addon,select[multiple].input-group-lg>.input-group-btn>.btn,textarea.input-group-lg>.form-control,textarea.input-group-lg>.input-group-addon,textarea.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:3px}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}select[multiple].input-group-sm>.form-control,select[multiple].input-group-sm>.input-group-addon,select[multiple].input-group-sm>.input-group-btn>.btn,textarea.input-group-sm>.form-control,textarea.input-group-sm>.input-group-addon,textarea.input-group-sm>.input-group-btn>.btn{height:auto}.input-group .form-control,.input-group-addon,.input-group-btn{display:table-cell}.input-group .form-control:not(:first-child):not(:last-child),.input-group-addon:not(:first-child):not(:last-child),.input-group-btn: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:14px;font-weight:400;line-height:1;color:#555;text-align:center;background-color:#eee;border:1px solid #ccc;border-radius:4px}.input-group-addon.input-sm{padding:5px 10px;font-size:12px;border-radius:3px}.input-group-addon.input-lg{padding:10px 16px;font-size:18px;border-radius:6px}.input-group-addon input[type=checkbox],.input-group-addon input[type=radio]{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-group:not(:last-child)>.btn,.input-group-btn:last-child>.btn:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-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:first-child>.btn-group:not(:first-child)>.btn,.input-group-btn:first-child>.btn:not(:first-child),.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group>.btn,.input-group-btn:last-child>.dropdown-toggle{border-top-left-radius:0;border-bottom-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:active,.input-group-btn>.btn:focus,.input-group-btn>.btn:hover{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{padding-left:0;margin-bottom:0;list-style:none}.nav>li{position:relative;display:block}.nav>li>a{position:relative;display:block;padding:10px 15px}.nav>li>a:focus,.nav>li>a:hover{text-decoration:none;background-color:#eee}.nav>li.disabled>a{color:#777}.nav>li.disabled>a:focus,.nav>li.disabled>a:hover{color:#777;text-decoration:none;cursor:not-allowed;background-color:transparent}.nav .open>a,.nav .open>a:focus,.nav .open>a:hover{background-color:#eee;border-color:#337ab7}.nav .nav-divider{height:1px;margin:9px 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:4px 4px 0 0}.nav-tabs>li>a:hover{border-color:#eee #eee #ddd}.nav-tabs>li.active>a,.nav-tabs>li.active>a:focus,.nav-tabs>li.active>a:hover{color:#555;cursor:default;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent}.nav-tabs.nav-justified{width:100%;border-bottom:0}.nav-tabs.nav-justified>li{float:none}.nav-tabs.nav-justified>li>a{margin-bottom:5px;text-align:center}.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:4px}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs.nav-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border-bottom-color:#fff}}.nav-pills>li{float:left}.nav-pills>li>a{border-radius:4px}.nav-pills>li+li{margin-left:2px}.nav-pills>li.active>a,.nav-pills>li.active>a:focus,.nav-pills>li.active>a:hover{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{margin-bottom:5px;text-align:center}.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:4px}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border-bottom-color:#fff}}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.nav-tabs .dropdown-menu{margin-top:-1px;border-top-left-radius:0;border-top-right-radius:0}.navbar{position:relative;min-height:50px;margin-bottom:20px;border:1px solid transparent}@media (min-width:768px){.navbar{border-radius:4px}}@media (min-width:768px){.navbar-header{float:left}}.navbar-collapse{padding-right:15px;padding-left:15px;overflow-x:visible;-webkit-overflow-scrolling:touch;border-top:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1)}.navbar-collapse.in{overflow-y:auto}@media (min-width:768px){.navbar-collapse{width:auto;border-top:0;-webkit-box-shadow:none;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-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse,.navbar-static-top .navbar-collapse{padding-right:0;padding-left:0}}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:340px}@media (max-device-width:480px) and (orientation:landscape){.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:200px}}.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:0;margin-left:0}}.navbar-static-top{z-index:1000;border-width:0 0 1px}@media (min-width:768px){.navbar-static-top{border-radius:0}}.navbar-fixed-bottom,.navbar-fixed-top{position:fixed;right:0;left:0;z-index:1030}@media (min-width:768px){.navbar-fixed-bottom,.navbar-fixed-top{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;height:50px;padding:15px 15px;font-size:18px;line-height:20px}.navbar-brand:focus,.navbar-brand:hover{text-decoration:none}.navbar-brand>img{display:block}@media (min-width:768px){.navbar>.container .navbar-brand,.navbar>.container-fluid .navbar-brand{margin-left:-15px}}.navbar-toggle{position:relative;float:right;padding:9px 10px;margin-top:8px;margin-right:15px;margin-bottom:8px;background-color:transparent;background-image:none;border:1px solid transparent;border-radius:4px}.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:768px){.navbar-toggle{display:none}}.navbar-nav{margin:7.5px -15px}.navbar-nav>li>a{padding-top:10px;padding-bottom:10px;line-height:20px}@media (max-width:767px){.navbar-nav .open .dropdown-menu{position:static;float:none;width:auto;margin-top:0;background-color:transparent;border:0;-webkit-box-shadow:none;box-shadow:none}.navbar-nav .open .dropdown-menu .dropdown-header,.navbar-nav .open .dropdown-menu>li>a{padding:5px 15px 5px 25px}.navbar-nav .open .dropdown-menu>li>a{line-height:20px}.navbar-nav .open .dropdown-menu>li>a:focus,.navbar-nav .open .dropdown-menu>li>a:hover{background-image:none}}@media (min-width:768px){.navbar-nav{float:left;margin:0}.navbar-nav>li{float:left}.navbar-nav>li>a{padding-top:15px;padding-bottom:15px}}.navbar-form{padding:10px 15px;margin-top:8px;margin-right:-15px;margin-bottom:8px;margin-left:-15px;border-top:1px solid transparent;border-bottom:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1)}@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 .form-control,.navbar-form .input-group .input-group-addon,.navbar-form .input-group .input-group-btn{width:auto}.navbar-form .input-group>.form-control{width:100%}.navbar-form .control-label{margin-bottom:0;vertical-align:middle}.navbar-form .checkbox,.navbar-form .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.navbar-form .checkbox label,.navbar-form .radio label{padding-left:0}.navbar-form .checkbox input[type=checkbox],.navbar-form .radio input[type=radio]{position:relative;margin-left:0}.navbar-form .has-feedback .form-control-feedback{top:0}}@media (max-width:767px){.navbar-form .form-group{margin-bottom:5px}.navbar-form .form-group:last-child{margin-bottom:0}}@media (min-width:768px){.navbar-form{width:auto;padding-top:0;padding-bottom:0;margin-right:0;margin-left:0;border:0;-webkit-box-shadow:none;box-shadow:none}}.navbar-nav>li>.dropdown-menu{margin-top:0;border-top-left-radius:0;border-top-right-radius:0}.navbar-fixed-bottom .navbar-nav>li>.dropdown-menu{margin-bottom:0;border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.navbar-btn{margin-top:8px;margin-bottom:8px}.navbar-btn.btn-sm{margin-top:10px;margin-bottom:10px}.navbar-btn.btn-xs{margin-top:14px;margin-bottom:14px}.navbar-text{margin-top:15px;margin-bottom:15px}@media (min-width:768px){.navbar-text{float:left;margin-right:15px;margin-left:15px}}@media (min-width:768px){.navbar-left{float:left!important}.navbar-right{float:right!important;margin-right:-15px}.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:focus,.navbar-default .navbar-brand:hover{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:focus,.navbar-default .navbar-nav>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav>.active>a,.navbar-default .navbar-nav>.active>a:focus,.navbar-default .navbar-nav>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav>.disabled>a,.navbar-default .navbar-nav>.disabled>a:focus,.navbar-default .navbar-nav>.disabled>a:hover{color:#ccc;background-color:transparent}.navbar-default .navbar-toggle{border-color:#ddd}.navbar-default .navbar-toggle:focus,.navbar-default .navbar-toggle:hover{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:focus,.navbar-default .navbar-nav>.open>a:hover{color:#555;background-color:#e7e7e7}@media (max-width:767px){.navbar-default .navbar-nav .open .dropdown-menu>li>a{color:#777}.navbar-default .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav .open .dropdown-menu>.active>a,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:hover{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:focus,.navbar-default .btn-link:hover{color:#333}.navbar-default .btn-link[disabled]:focus,.navbar-default .btn-link[disabled]:hover,fieldset[disabled] .navbar-default .btn-link:focus,fieldset[disabled] .navbar-default .btn-link:hover{color:#ccc}.navbar-inverse{background-color:#222;border-color:#080808}.navbar-inverse .navbar-brand{color:#9d9d9d}.navbar-inverse .navbar-brand:focus,.navbar-inverse .navbar-brand:hover{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:focus,.navbar-inverse .navbar-nav>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav>.active>a,.navbar-inverse .navbar-nav>.active>a:focus,.navbar-inverse .navbar-nav>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav>.disabled>a,.navbar-inverse .navbar-nav>.disabled>a:focus,.navbar-inverse .navbar-nav>.disabled>a:hover{color:#444;background-color:transparent}.navbar-inverse .navbar-toggle{border-color:#333}.navbar-inverse .navbar-toggle:focus,.navbar-inverse .navbar-toggle:hover{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:focus,.navbar-inverse .navbar-nav>.open>a:hover{color:#fff;background-color:#080808}@media (max-width:767px){.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:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:hover{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:focus,.navbar-inverse .btn-link:hover{color:#fff}.navbar-inverse .btn-link[disabled]:focus,.navbar-inverse .btn-link[disabled]:hover,fieldset[disabled] .navbar-inverse .btn-link:focus,fieldset[disabled] .navbar-inverse .btn-link:hover{color:#444}.breadcrumb{padding:8px 15px;margin-bottom:20px;list-style:none;background-color:#f5f5f5;border-radius:4px}.breadcrumb>li{display:inline-block}.breadcrumb>li+li:before{padding:0 5px;color:#ccc;content:"/\00a0"}.breadcrumb>.active{color:#777}.pagination{display:inline-block;padding-left:0;margin:20px 0;border-radius:4px}.pagination>li{display:inline}.pagination>li>a,.pagination>li>span{position:relative;float:left;padding:6px 12px;margin-left:-1px;line-height:1.42857143;color:#337ab7;text-decoration:none;background-color:#fff;border:1px solid #ddd}.pagination>li:first-child>a,.pagination>li:first-child>span{margin-left:0;border-top-left-radius:4px;border-bottom-left-radius:4px}.pagination>li:last-child>a,.pagination>li:last-child>span{border-top-right-radius:4px;border-bottom-right-radius:4px}.pagination>li>a:focus,.pagination>li>a:hover,.pagination>li>span:focus,.pagination>li>span:hover{z-index:2;color:#23527c;background-color:#eee;border-color:#ddd}.pagination>.active>a,.pagination>.active>a:focus,.pagination>.active>a:hover,.pagination>.active>span,.pagination>.active>span:focus,.pagination>.active>span:hover{z-index:3;color:#fff;cursor:default;background-color:#337ab7;border-color:#337ab7}.pagination>.disabled>a,.pagination>.disabled>a:focus,.pagination>.disabled>a:hover,.pagination>.disabled>span,.pagination>.disabled>span:focus,.pagination>.disabled>span:hover{color:#777;cursor:not-allowed;background-color:#fff;border-color:#ddd}.pagination-lg>li>a,.pagination-lg>li>span{padding:10px 16px;font-size:18px;line-height:1.3333333}.pagination-lg>li:first-child>a,.pagination-lg>li:first-child>span{border-top-left-radius:6px;border-bottom-left-radius:6px}.pagination-lg>li:last-child>a,.pagination-lg>li:last-child>span{border-top-right-radius:6px;border-bottom-right-radius:6px}.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-top-left-radius:3px;border-bottom-left-radius:3px}.pagination-sm>li:last-child>a,.pagination-sm>li:last-child>span{border-top-right-radius:3px;border-bottom-right-radius:3px}.pager{padding-left:0;margin:20px 0;text-align:center;list-style:none}.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:focus,.pager li>a:hover{text-decoration:none;background-color:#eee}.pager .next>a,.pager .next>span{float:right}.pager .previous>a,.pager .previous>span{float:left}.pager .disabled>a,.pager .disabled>a:focus,.pager .disabled>a:hover,.pager .disabled>span{color:#777;cursor:not-allowed;background-color:#fff}.label{display:inline;padding:.2em .6em .3em;font-size:75%;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:.25em}a.label:focus,a.label:hover{color:#fff;text-decoration:none;cursor:pointer}.label:empty{display:none}.btn .label{position:relative;top:-1px}.label-default{background-color:#777}.label-default[href]:focus,.label-default[href]:hover{background-color:#5e5e5e}.label-primary{background-color:#337ab7}.label-primary[href]:focus,.label-primary[href]:hover{background-color:#286090}.label-success{background-color:#5cb85c}.label-success[href]:focus,.label-success[href]:hover{background-color:#449d44}.label-info{background-color:#5bc0de}.label-info[href]:focus,.label-info[href]:hover{background-color:#31b0d5}.label-warning{background-color:#f0ad4e}.label-warning[href]:focus,.label-warning[href]:hover{background-color:#ec971f}.label-danger{background-color:#d9534f}.label-danger[href]:focus,.label-danger[href]:hover{background-color:#c9302c}.badge{display:inline-block;min-width:10px;padding:3px 7px;font-size:12px;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:middle;background-color:#777;border-radius:10px}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.btn-group-xs>.btn .badge,.btn-xs .badge{top:0;padding:1px 5px}a.badge:focus,a.badge:hover{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:#eee}.jumbotron .h1,.jumbotron h1{color:inherit}.jumbotron p{margin-bottom:15px;font-size:21px;font-weight:200}.jumbotron>hr{border-top-color:#d5d5d5}.container .jumbotron,.container-fluid .jumbotron{padding-right:15px;padding-left:15px;border-radius:6px}.jumbotron .container{max-width:100%}@media screen and (min-width:768px){.jumbotron{padding-top:48px;padding-bottom:48px}.container .jumbotron,.container-fluid .jumbotron{padding-right:60px;padding-left:60px}.jumbotron .h1,.jumbotron h1{font-size:63px}}.thumbnail{display:block;padding:4px;margin-bottom:20px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:border .2s ease-in-out;-o-transition:border .2s ease-in-out;transition:border .2s ease-in-out}.thumbnail a>img,.thumbnail>img{margin-right:auto;margin-left:auto}a.thumbnail.active,a.thumbnail:focus,a.thumbnail:hover{border-color:#337ab7}.thumbnail .caption{padding:9px;color:#333}.alert{padding:15px;margin-bottom:20px;border:1px solid transparent;border-radius:4px}.alert h4{margin-top:0;color:inherit}.alert .alert-link{font-weight:700}.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{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.alert-success hr{border-top-color:#c9e2b3}.alert-success .alert-link{color:#2b542c}.alert-info{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.alert-info hr{border-top-color:#a6e1ec}.alert-info .alert-link{color:#245269}.alert-warning{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.alert-warning hr{border-top-color:#f7e1b5}.alert-warning .alert-link{color:#66512c}.alert-danger{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.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}}@-o-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{height:20px;margin-bottom:20px;overflow:hidden;background-color:#f5f5f5;border-radius:4px;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,.1);box-shadow:inset 0 1px 2px rgba(0,0,0,.1)}.progress-bar{float:left;width:0;height:100%;font-size:12px;line-height:20px;color:#fff;text-align:center;background-color:#337ab7;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);-webkit-transition:width .6s ease;-o-transition:width .6s ease;transition:width .6s ease}.progress-bar-striped,.progress-striped .progress-bar{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);-webkit-background-size:40px 40px;background-size:40px 40px}.progress-bar.active,.progress.active .progress-bar{-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,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.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,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.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,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.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,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.media{margin-top:15px}.media:first-child{margin-top:0}.media,.media-body{overflow:hidden;zoom:1}.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-body,.media-left,.media-right{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{padding-left:0;margin-bottom:20px}.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-left-radius:4px;border-top-right-radius:4px}.list-group-item:last-child{margin-bottom:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}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:focus,a.list-group-item:hover,button.list-group-item:focus,button.list-group-item:hover{color:#555;text-decoration:none;background-color:#f5f5f5}button.list-group-item{width:100%;text-align:left}.list-group-item.disabled,.list-group-item.disabled:focus,.list-group-item.disabled:hover{color:#777;cursor:not-allowed;background-color:#eee}.list-group-item.disabled .list-group-item-heading,.list-group-item.disabled:focus .list-group-item-heading,.list-group-item.disabled:hover .list-group-item-heading{color:inherit}.list-group-item.disabled .list-group-item-text,.list-group-item.disabled:focus .list-group-item-text,.list-group-item.disabled:hover .list-group-item-text{color:#777}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{z-index:2;color:#fff;background-color:#337ab7;border-color:#337ab7}.list-group-item.active .list-group-item-heading,.list-group-item.active .list-group-item-heading>.small,.list-group-item.active .list-group-item-heading>small,.list-group-item.active:focus .list-group-item-heading,.list-group-item.active:focus .list-group-item-heading>.small,.list-group-item.active:focus .list-group-item-heading>small,.list-group-item.active:hover .list-group-item-heading,.list-group-item.active:hover .list-group-item-heading>.small,.list-group-item.active:hover .list-group-item-heading>small{color:inherit}.list-group-item.active .list-group-item-text,.list-group-item.active:focus .list-group-item-text,.list-group-item.active:hover .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:focus,a.list-group-item-success:hover,button.list-group-item-success:focus,button.list-group-item-success:hover{color:#3c763d;background-color:#d0e9c6}a.list-group-item-success.active,a.list-group-item-success.active:focus,a.list-group-item-success.active:hover,button.list-group-item-success.active,button.list-group-item-success.active:focus,button.list-group-item-success.active:hover{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:focus,a.list-group-item-info:hover,button.list-group-item-info:focus,button.list-group-item-info:hover{color:#31708f;background-color:#c4e3f3}a.list-group-item-info.active,a.list-group-item-info.active:focus,a.list-group-item-info.active:hover,button.list-group-item-info.active,button.list-group-item-info.active:focus,button.list-group-item-info.active:hover{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:focus,a.list-group-item-warning:hover,button.list-group-item-warning:focus,button.list-group-item-warning:hover{color:#8a6d3b;background-color:#faf2cc}a.list-group-item-warning.active,a.list-group-item-warning.active:focus,a.list-group-item-warning.active:hover,button.list-group-item-warning.active,button.list-group-item-warning.active:focus,button.list-group-item-warning.active:hover{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:focus,a.list-group-item-danger:hover,button.list-group-item-danger:focus,button.list-group-item-danger:hover{color:#a94442;background-color:#ebcccc}a.list-group-item-danger.active,a.list-group-item-danger.active:focus,a.list-group-item-danger.active:hover,button.list-group-item-danger.active,button.list-group-item-danger.active:focus,button.list-group-item-danger.active:hover{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:20px;background-color:#fff;border:1px solid transparent;border-radius:4px;-webkit-box-shadow:0 1px 1px rgba(0,0,0,.05);box-shadow:0 1px 1px rgba(0,0,0,.05)}.panel-body{padding:15px}.panel-heading{padding:10px 15px;border-bottom:1px solid transparent;border-top-left-radius:3px;border-top-right-radius:3px}.panel-heading>.dropdown .dropdown-toggle{color:inherit}.panel-title{margin-top:0;margin-bottom:0;font-size:16px;color:inherit}.panel-title>.small,.panel-title>.small>a,.panel-title>a,.panel-title>small,.panel-title>small>a{color:inherit}.panel-footer{padding:10px 15px;background-color:#f5f5f5;border-top:1px solid #ddd;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.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-left-radius:3px;border-top-right-radius:3px}.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:3px;border-bottom-left-radius:3px}.panel>.panel-heading+.panel-collapse>.list-group .list-group-item:first-child{border-top-left-radius:0;border-top-right-radius:0}.panel-heading+.list-group .list-group-item:first-child{border-top-width:0}.list-group+.panel-footer{border-top-width:0}.panel>.panel-collapse>.table,.panel>.table,.panel>.table-responsive>.table{margin-bottom:0}.panel>.panel-collapse>.table caption,.panel>.table caption,.panel>.table-responsive>.table caption{padding-right:15px;padding-left:15px}.panel>.table-responsive:first-child>.table:first-child,.panel>.table:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody: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:first-child>thead:first-child>tr:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.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 th:first-child,.panel>.table-responsive:first-child>.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 th:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table:first-child>thead:first-child>tr:first-child th:first-child{border-top-left-radius:3px}.panel>.table-responsive:first-child>.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 th:last-child,.panel>.table-responsive:first-child>.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 th:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table:first-child>thead:first-child>tr:first-child th:last-child{border-top-right-radius:3px}.panel>.table-responsive:last-child>.table:last-child,.panel>.table:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.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 th:first-child,.panel>.table-responsive:last-child>.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 th:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:first-child{border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.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 th:last-child,.panel>.table-responsive:last-child>.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 th:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:last-child{border-bottom-right-radius:3px}.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 td,.panel>.table>tbody:first-child>tr:first-child th{border-top:0}.panel>.table-bordered,.panel>.table-responsive>.table-bordered{border:0}.panel>.table-bordered>tbody>tr>td:first-child,.panel>.table-bordered>tbody>tr>th:first-child,.panel>.table-bordered>tfoot>tr>td:first-child,.panel>.table-bordered>tfoot>tr>th:first-child,.panel>.table-bordered>thead>tr>td:first-child,.panel>.table-bordered>thead>tr>th:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:first-child,.panel>.table-responsive>.table-bordered>thead>tr>td:first-child,.panel>.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.panel>.table-bordered>tbody>tr>td:last-child,.panel>.table-bordered>tbody>tr>th:last-child,.panel>.table-bordered>tfoot>tr>td:last-child,.panel>.table-bordered>tfoot>tr>th:last-child,.panel>.table-bordered>thead>tr>td:last-child,.panel>.table-bordered>thead>tr>th:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:last-child,.panel>.table-responsive>.table-bordered>thead>tr>td:last-child,.panel>.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.panel>.table-bordered>tbody>tr:first-child>td,.panel>.table-bordered>tbody>tr:first-child>th,.panel>.table-bordered>thead>tr:first-child>td,.panel>.table-bordered>thead>tr:first-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>th,.panel>.table-responsive>.table-bordered>thead>tr:first-child>td,.panel>.table-responsive>.table-bordered>thead>tr:first-child>th{border-bottom:0}.panel>.table-bordered>tbody>tr:last-child>td,.panel>.table-bordered>tbody>tr:last-child>th,.panel>.table-bordered>tfoot>tr:last-child>td,.panel>.table-bordered>tfoot>tr:last-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>th,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>td,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}.panel>.table-responsive{margin-bottom:0;border:0}.panel-group{margin-bottom:20px}.panel-group .panel{margin-bottom:0;border-radius:4px}.panel-group .panel+.panel{margin-top:5px}.panel-group .panel-heading{border-bottom:0}.panel-group .panel-heading+.panel-collapse>.list-group,.panel-group .panel-heading+.panel-collapse>.panel-body{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:#333;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:#333}.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 embed,.embed-responsive iframe,.embed-responsive object,.embed-responsive video{position:absolute;top:0;bottom:0;left:0;width:100%;height: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:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.05);box-shadow:inset 0 1px 1px rgba(0,0,0,.05)}.well blockquote{border-color:#ddd;border-color:rgba(0,0,0,.15)}.well-lg{padding:24px;border-radius:6px}.well-sm{padding:9px;border-radius:3px}.close{float:right;font-size:21px;font-weight:700;line-height:1;color:#000;text-shadow:0 1px 0 #fff;filter:alpha(opacity=20);opacity:.2}.close:focus,.close:hover{color:#000;text-decoration:none;cursor:pointer;filter:alpha(opacity=50);opacity:.5}button.close{-webkit-appearance:none;padding:0;cursor:pointer;background:0 0;border:0}.modal-open{overflow:hidden}.modal{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1050;display:none;overflow:hidden;-webkit-overflow-scrolling:touch;outline:0}.modal.fade .modal-dialog{-webkit-transition:-webkit-transform .3s ease-out;-o-transition:-o-transform .3s ease-out;transition:transform .3s ease-out;-webkit-transform:translate(0,-25%);-ms-transform:translate(0,-25%);-o-transform:translate(0,-25%);transform:translate(0,-25%)}.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;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #999;border:1px solid rgba(0,0,0,.2);border-radius:6px;outline:0;-webkit-box-shadow:0 3px 9px rgba(0,0,0,.5);box-shadow:0 3px 9px rgba(0,0,0,.5)}.modal-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1040;background-color:#000}.modal-backdrop.fade{filter:alpha(opacity=0);opacity:0}.modal-backdrop.in{filter:alpha(opacity=50);opacity:.5}.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-bottom:0;margin-left:5px}.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,.5);box-shadow:0 5px 15px rgba(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-size:12px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;filter:alpha(opacity=0);opacity:0;line-break:auto}.tooltip.in{filter:alpha(opacity=90);opacity:.9}.tooltip.top{padding:5px 0;margin-top:-3px}.tooltip.right{padding:0 5px;margin-left:3px}.tooltip.bottom{padding:5px 0;margin-top:3px}.tooltip.left{padding:0 5px;margin-left:-3px}.tooltip-inner{max-width:200px;padding:3px 8px;color:#fff;text-align:center;background-color:#000;border-radius:4px}.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{right:5px;bottom:0;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-size:14px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.2);border-radius:6px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,.2);box-shadow:0 5px 10px rgba(0,0,0,.2);line-break:auto}.popover.top{margin-top:-10px}.popover.right{margin-left:10px}.popover.bottom{margin-top:10px}.popover.left{margin-left:-10px}.popover-title{padding:8px 14px;margin:0;font-size:14px;background-color:#f7f7f7;border-bottom:1px solid #ebebeb;border-radius:5px 5px 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{content:"";border-width:10px}.popover.top>.arrow{bottom:-11px;left:50%;margin-left:-11px;border-top-color:#999;border-top-color:rgba(0,0,0,.25);border-bottom-width:0}.popover.top>.arrow:after{bottom:1px;margin-left:-10px;content:" ";border-top-color:#fff;border-bottom-width:0}.popover.right>.arrow{top:50%;left:-11px;margin-top:-11px;border-right-color:#999;border-right-color:rgba(0,0,0,.25);border-left-width:0}.popover.right>.arrow:after{bottom:-10px;left:1px;content:" ";border-right-color:#fff;border-left-width:0}.popover.bottom>.arrow{top:-11px;left:50%;margin-left:-11px;border-top-width:0;border-bottom-color:#999;border-bottom-color:rgba(0,0,0,.25)}.popover.bottom>.arrow:after{top:1px;margin-left:-10px;content:" ";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:#999;border-left-color:rgba(0,0,0,.25)}.popover.left>.arrow:after{right:1px;bottom:-10px;content:" ";border-right-width:0;border-left-color:#fff}.carousel{position:relative}.carousel-inner{position:relative;width:100%;overflow:hidden}.carousel-inner>.item{position:relative;display:none;-webkit-transition:.6s ease-in-out left;-o-transition:.6s ease-in-out left;transition:.6s ease-in-out left}.carousel-inner>.item>a>img,.carousel-inner>.item>img{line-height:1}@media all and (transform-3d),(-webkit-transform-3d){.carousel-inner>.item{-webkit-transition:-webkit-transform .6s ease-in-out;-o-transition:-o-transform .6s ease-in-out;transition:transform .6s ease-in-out;-webkit-backface-visibility:hidden;backface-visibility:hidden;-webkit-perspective:1000px;perspective:1000px}.carousel-inner>.item.active.right,.carousel-inner>.item.next{left:0;-webkit-transform:translate3d(100%,0,0);transform:translate3d(100%,0,0)}.carousel-inner>.item.active.left,.carousel-inner>.item.prev{left:0;-webkit-transform:translate3d(-100%,0,0);transform:translate3d(-100%,0,0)}.carousel-inner>.item.active,.carousel-inner>.item.next.left,.carousel-inner>.item.prev.right{left:0;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}}.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;bottom:0;left:0;width:15%;font-size:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6);background-color:rgba(0,0,0,0);filter:alpha(opacity=50);opacity:.5}.carousel-control.left{background-image:-webkit-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.5)),to(rgba(0,0,0,.0001)));background-image:linear-gradient(to right,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);background-repeat:repeat-x}.carousel-control.right{right:0;left:auto;background-image:-webkit-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.0001)),to(rgba(0,0,0,.5)));background-image:linear-gradient(to right,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);background-repeat:repeat-x}.carousel-control:focus,.carousel-control:hover{color:#fff;text-decoration:none;filter:alpha(opacity=90);outline:0;opacity:.9}.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{position:absolute;top:50%;z-index:5;display:inline-block;margin-top:-10px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{left:50%;margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{right:50%;margin-right:-10px}.carousel-control .icon-next,.carousel-control .icon-prev{width:20px;height:20px;font-family:serif;line-height:1}.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%;padding-left:0;margin-left:-30%;text-align:center;list-style:none}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;cursor:pointer;background-color:#000\9;background-color:rgba(0,0,0,0);border:1px solid #fff;border-radius:10px}.carousel-indicators .active{width:12px;height:12px;margin:0;background-color:#fff}.carousel-caption{position:absolute;right:15%;bottom:20px;left:15%;z-index:10;padding-top:20px;padding-bottom:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(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-next,.carousel-control .icon-prev{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{right:20%;left:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.btn-group-vertical>.btn-group:after,.btn-group-vertical>.btn-group:before,.btn-toolbar:after,.btn-toolbar:before,.clearfix:after,.clearfix:before,.container-fluid:after,.container-fluid:before,.container:after,.container:before,.dl-horizontal dd:after,.dl-horizontal dd:before,.form-horizontal .form-group:after,.form-horizontal .form-group:before,.modal-footer:after,.modal-footer:before,.modal-header:after,.modal-header:before,.nav:after,.nav:before,.navbar-collapse:after,.navbar-collapse:before,.navbar-header:after,.navbar-header:before,.navbar:after,.navbar:before,.pager:after,.pager:before,.panel-body:after,.panel-body:before,.row:after,.row:before{display:table;content:" "}.btn-group-vertical>.btn-group:after,.btn-toolbar:after,.clearfix:after,.container-fluid:after,.container:after,.dl-horizontal dd:after,.form-horizontal .form-group:after,.modal-footer:after,.modal-header:after,.nav:after,.navbar-collapse:after,.navbar-header:after,.navbar:after,.pager:after,.panel-body:after,.row:after{clear:both}.center-block{display:block;margin-right:auto;margin-left: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-lg,.visible-md,.visible-sm,.visible-xs{display:none!important}.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-xs-block,.visible-xs-inline,.visible-xs-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}td.visible-xs,th.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}td.visible-sm,th.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}td.visible-md,th.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}td.visible-lg,th.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}td.visible-print,th.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}}
/*# sourceMappingURL=bootstrap.min.css.map *//*!
* Bootstrap v3.3.7 (http://getbootstrap.com)
* Copyright 2011-2016 Twitter, Inc.
* Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
*/.btn-danger,.btn-default,.btn-info,.btn-primary,.btn-success,.btn-warning{text-shadow:0 -1px 0 rgba(0,0,0,.2);-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 1px rgba(0,0,0,.075)}.btn-danger.active,.btn-danger:active,.btn-default.active,.btn-default:active,.btn-info.active,.btn-info:active,.btn-primary.active,.btn-primary:active,.btn-success.active,.btn-success:active,.btn-warning.active,.btn-warning:active{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn-danger.disabled,.btn-danger[disabled],.btn-default.disabled,.btn-default[disabled],.btn-info.disabled,.btn-info[disabled],.btn-primary.disabled,.btn-primary[disabled],.btn-success.disabled,.btn-success[disabled],.btn-warning.disabled,.btn-warning[disabled],fieldset[disabled] .btn-danger,fieldset[disabled] .btn-default,fieldset[disabled] .btn-info,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-success,fieldset[disabled] .btn-warning{-webkit-box-shadow:none;box-shadow:none}.btn-danger .badge,.btn-default .badge,.btn-info .badge,.btn-primary .badge,.btn-success .badge,.btn-warning .badge{text-shadow:none}.btn.active,.btn:active{background-image:none}.btn-default{text-shadow:0 1px 0 #fff;background-image:-webkit-linear-gradient(top,#fff 0,#e0e0e0 100%);background-image:-o-linear-gradient(top,#fff 0,#e0e0e0 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fff),to(#e0e0e0));background-image:linear-gradient(to bottom,#fff 0,#e0e0e0 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffffffff', endColorstr='#ffe0e0e0', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#dbdbdb;border-color:#ccc}.btn-default:focus,.btn-default:hover{background-color:#e0e0e0;background-position:0 -15px}.btn-default.active,.btn-default:active{background-color:#e0e0e0;border-color:#dbdbdb}.btn-default.disabled,.btn-default.disabled.active,.btn-default.disabled.focus,.btn-default.disabled:active,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled],.btn-default[disabled].active,.btn-default[disabled].focus,.btn-default[disabled]:active,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default,fieldset[disabled] .btn-default.active,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:active,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{background-color:#e0e0e0;background-image:none}.btn-primary{background-image:-webkit-linear-gradient(top,#337ab7 0,#265a88 100%);background-image:-o-linear-gradient(top,#337ab7 0,#265a88 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#265a88));background-image:linear-gradient(to bottom,#337ab7 0,#265a88 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff265a88', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#245580}.btn-primary:focus,.btn-primary:hover{background-color:#265a88;background-position:0 -15px}.btn-primary.active,.btn-primary:active{background-color:#265a88;border-color:#245580}.btn-primary.disabled,.btn-primary.disabled.active,.btn-primary.disabled.focus,.btn-primary.disabled:active,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled],.btn-primary[disabled].active,.btn-primary[disabled].focus,.btn-primary[disabled]:active,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-primary.active,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:active,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{background-color:#265a88;background-image:none}.btn-success{background-image:-webkit-linear-gradient(top,#5cb85c 0,#419641 100%);background-image:-o-linear-gradient(top,#5cb85c 0,#419641 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5cb85c),to(#419641));background-image:linear-gradient(to bottom,#5cb85c 0,#419641 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5cb85c', endColorstr='#ff419641', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#3e8f3e}.btn-success:focus,.btn-success:hover{background-color:#419641;background-position:0 -15px}.btn-success.active,.btn-success:active{background-color:#419641;border-color:#3e8f3e}.btn-success.disabled,.btn-success.disabled.active,.btn-success.disabled.focus,.btn-success.disabled:active,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled],.btn-success[disabled].active,.btn-success[disabled].focus,.btn-success[disabled]:active,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success,fieldset[disabled] .btn-success.active,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:active,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{background-color:#419641;background-image:none}.btn-info{background-image:-webkit-linear-gradient(top,#5bc0de 0,#2aabd2 100%);background-image:-o-linear-gradient(top,#5bc0de 0,#2aabd2 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5bc0de),to(#2aabd2));background-image:linear-gradient(to bottom,#5bc0de 0,#2aabd2 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5bc0de', endColorstr='#ff2aabd2', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#28a4c9}.btn-info:focus,.btn-info:hover{background-color:#2aabd2;background-position:0 -15px}.btn-info.active,.btn-info:active{background-color:#2aabd2;border-color:#28a4c9}.btn-info.disabled,.btn-info.disabled.active,.btn-info.disabled.focus,.btn-info.disabled:active,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled],.btn-info[disabled].active,.btn-info[disabled].focus,.btn-info[disabled]:active,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info,fieldset[disabled] .btn-info.active,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:active,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{background-color:#2aabd2;background-image:none}.btn-warning{background-image:-webkit-linear-gradient(top,#f0ad4e 0,#eb9316 100%);background-image:-o-linear-gradient(top,#f0ad4e 0,#eb9316 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f0ad4e),to(#eb9316));background-image:linear-gradient(to bottom,#f0ad4e 0,#eb9316 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff0ad4e', endColorstr='#ffeb9316', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#e38d13}.btn-warning:focus,.btn-warning:hover{background-color:#eb9316;background-position:0 -15px}.btn-warning.active,.btn-warning:active{background-color:#eb9316;border-color:#e38d13}.btn-warning.disabled,.btn-warning.disabled.active,.btn-warning.disabled.focus,.btn-warning.disabled:active,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled],.btn-warning[disabled].active,.btn-warning[disabled].focus,.btn-warning[disabled]:active,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning,fieldset[disabled] .btn-warning.active,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:active,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{background-color:#eb9316;background-image:none}.btn-danger{background-image:-webkit-linear-gradient(top,#d9534f 0,#c12e2a 100%);background-image:-o-linear-gradient(top,#d9534f 0,#c12e2a 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9534f),to(#c12e2a));background-image:linear-gradient(to bottom,#d9534f 0,#c12e2a 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffd9534f', endColorstr='#ffc12e2a', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-color:#b92c28}.btn-danger:focus,.btn-danger:hover{background-color:#c12e2a;background-position:0 -15px}.btn-danger.active,.btn-danger:active{background-color:#c12e2a;border-color:#b92c28}.btn-danger.disabled,.btn-danger.disabled.active,.btn-danger.disabled.focus,.btn-danger.disabled:active,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled],.btn-danger[disabled].active,.btn-danger[disabled].focus,.btn-danger[disabled]:active,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger,fieldset[disabled] .btn-danger.active,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:active,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#c12e2a;background-image:none}.img-thumbnail,.thumbnail{-webkit-box-shadow:0 1px 2px rgba(0,0,0,.075);box-shadow:0 1px 2px rgba(0,0,0,.075)}.dropdown-menu>li>a:focus,.dropdown-menu>li>a:hover{background-color:#e8e8e8;background-image:-webkit-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-o-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f5f5f5),to(#e8e8e8));background-image:linear-gradient(to bottom,#f5f5f5 0,#e8e8e8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff5f5f5', endColorstr='#ffe8e8e8', GradientType=0);background-repeat:repeat-x}.dropdown-menu>.active>a,.dropdown-menu>.active>a:focus,.dropdown-menu>.active>a:hover{background-color:#2e6da4;background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff2e6da4', GradientType=0);background-repeat:repeat-x}.navbar-default{background-image:-webkit-linear-gradient(top,#fff 0,#f8f8f8 100%);background-image:-o-linear-gradient(top,#fff 0,#f8f8f8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fff),to(#f8f8f8));background-image:linear-gradient(to bottom,#fff 0,#f8f8f8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffffffff', endColorstr='#fff8f8f8', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-radius:4px;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 5px rgba(0,0,0,.075);box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 5px rgba(0,0,0,.075)}.navbar-default .navbar-nav>.active>a,.navbar-default .navbar-nav>.open>a{background-image:-webkit-linear-gradient(top,#dbdbdb 0,#e2e2e2 100%);background-image:-o-linear-gradient(top,#dbdbdb 0,#e2e2e2 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dbdbdb),to(#e2e2e2));background-image:linear-gradient(to bottom,#dbdbdb 0,#e2e2e2 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffdbdbdb', endColorstr='#ffe2e2e2', GradientType=0);background-repeat:repeat-x;-webkit-box-shadow:inset 0 3px 9px rgba(0,0,0,.075);box-shadow:inset 0 3px 9px rgba(0,0,0,.075)}.navbar-brand,.navbar-nav>li>a{text-shadow:0 1px 0 rgba(255,255,255,.25)}.navbar-inverse{background-image:-webkit-linear-gradient(top,#3c3c3c 0,#222 100%);background-image:-o-linear-gradient(top,#3c3c3c 0,#222 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#3c3c3c),to(#222));background-image:linear-gradient(to bottom,#3c3c3c 0,#222 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff3c3c3c', endColorstr='#ff222222', GradientType=0);filter:progid:DXImageTransform.Microsoft.gradient(enabled=false);background-repeat:repeat-x;border-radius:4px}.navbar-inverse .navbar-nav>.active>a,.navbar-inverse .navbar-nav>.open>a{background-image:-webkit-linear-gradient(top,#080808 0,#0f0f0f 100%);background-image:-o-linear-gradient(top,#080808 0,#0f0f0f 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#080808),to(#0f0f0f));background-image:linear-gradient(to bottom,#080808 0,#0f0f0f 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff080808', endColorstr='#ff0f0f0f', GradientType=0);background-repeat:repeat-x;-webkit-box-shadow:inset 0 3px 9px rgba(0,0,0,.25);box-shadow:inset 0 3px 9px rgba(0,0,0,.25)}.navbar-inverse .navbar-brand,.navbar-inverse .navbar-nav>li>a{text-shadow:0 -1px 0 rgba(0,0,0,.25)}.navbar-fixed-bottom,.navbar-fixed-top,.navbar-static-top{border-radius:0}@media (max-width:767px){.navbar .navbar-nav .open .dropdown-menu>.active>a,.navbar .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar .navbar-nav .open .dropdown-menu>.active>a:hover{color:#fff;background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff2e6da4', GradientType=0);background-repeat:repeat-x}}.alert{text-shadow:0 1px 0 rgba(255,255,255,.2);-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.25),0 1px 2px rgba(0,0,0,.05);box-shadow:inset 0 1px 0 rgba(255,255,255,.25),0 1px 2px rgba(0,0,0,.05)}.alert-success{background-image:-webkit-linear-gradient(top,#dff0d8 0,#c8e5bc 100%);background-image:-o-linear-gradient(top,#dff0d8 0,#c8e5bc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dff0d8),to(#c8e5bc));background-image:linear-gradient(to bottom,#dff0d8 0,#c8e5bc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffdff0d8', endColorstr='#ffc8e5bc', GradientType=0);background-repeat:repeat-x;border-color:#b2dba1}.alert-info{background-image:-webkit-linear-gradient(top,#d9edf7 0,#b9def0 100%);background-image:-o-linear-gradient(top,#d9edf7 0,#b9def0 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9edf7),to(#b9def0));background-image:linear-gradient(to bottom,#d9edf7 0,#b9def0 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffd9edf7', endColorstr='#ffb9def0', GradientType=0);background-repeat:repeat-x;border-color:#9acfea}.alert-warning{background-image:-webkit-linear-gradient(top,#fcf8e3 0,#f8efc0 100%);background-image:-o-linear-gradient(top,#fcf8e3 0,#f8efc0 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fcf8e3),to(#f8efc0));background-image:linear-gradient(to bottom,#fcf8e3 0,#f8efc0 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fffcf8e3', endColorstr='#fff8efc0', GradientType=0);background-repeat:repeat-x;border-color:#f5e79e}.alert-danger{background-image:-webkit-linear-gradient(top,#f2dede 0,#e7c3c3 100%);background-image:-o-linear-gradient(top,#f2dede 0,#e7c3c3 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f2dede),to(#e7c3c3));background-image:linear-gradient(to bottom,#f2dede 0,#e7c3c3 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff2dede', endColorstr='#ffe7c3c3', GradientType=0);background-repeat:repeat-x;border-color:#dca7a7}.progress{background-image:-webkit-linear-gradient(top,#ebebeb 0,#f5f5f5 100%);background-image:-o-linear-gradient(top,#ebebeb 0,#f5f5f5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#ebebeb),to(#f5f5f5));background-image:linear-gradient(to bottom,#ebebeb 0,#f5f5f5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffebebeb', endColorstr='#fff5f5f5', GradientType=0);background-repeat:repeat-x}.progress-bar{background-image:-webkit-linear-gradient(top,#337ab7 0,#286090 100%);background-image:-o-linear-gradient(top,#337ab7 0,#286090 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#286090));background-image:linear-gradient(to bottom,#337ab7 0,#286090 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff286090', GradientType=0);background-repeat:repeat-x}.progress-bar-success{background-image:-webkit-linear-gradient(top,#5cb85c 0,#449d44 100%);background-image:-o-linear-gradient(top,#5cb85c 0,#449d44 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5cb85c),to(#449d44));background-image:linear-gradient(to bottom,#5cb85c 0,#449d44 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5cb85c', endColorstr='#ff449d44', GradientType=0);background-repeat:repeat-x}.progress-bar-info{background-image:-webkit-linear-gradient(top,#5bc0de 0,#31b0d5 100%);background-image:-o-linear-gradient(top,#5bc0de 0,#31b0d5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#5bc0de),to(#31b0d5));background-image:linear-gradient(to bottom,#5bc0de 0,#31b0d5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff5bc0de', endColorstr='#ff31b0d5', GradientType=0);background-repeat:repeat-x}.progress-bar-warning{background-image:-webkit-linear-gradient(top,#f0ad4e 0,#ec971f 100%);background-image:-o-linear-gradient(top,#f0ad4e 0,#ec971f 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f0ad4e),to(#ec971f));background-image:linear-gradient(to bottom,#f0ad4e 0,#ec971f 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff0ad4e', endColorstr='#ffec971f', GradientType=0);background-repeat:repeat-x}.progress-bar-danger{background-image:-webkit-linear-gradient(top,#d9534f 0,#c9302c 100%);background-image:-o-linear-gradient(top,#d9534f 0,#c9302c 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9534f),to(#c9302c));background-image:linear-gradient(to bottom,#d9534f 0,#c9302c 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffd9534f', endColorstr='#ffc9302c', GradientType=0);background-repeat:repeat-x}.progress-bar-striped{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.list-group{border-radius:4px;-webkit-box-shadow:0 1px 2px rgba(0,0,0,.075);box-shadow:0 1px 2px rgba(0,0,0,.075)}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{text-shadow:0 -1px 0 #286090;background-image:-webkit-linear-gradient(top,#337ab7 0,#2b669a 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2b669a 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2b669a));background-image:linear-gradient(to bottom,#337ab7 0,#2b669a 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff2b669a', GradientType=0);background-repeat:repeat-x;border-color:#2b669a}.list-group-item.active .badge,.list-group-item.active:focus .badge,.list-group-item.active:hover .badge{text-shadow:none}.panel{-webkit-box-shadow:0 1px 2px rgba(0,0,0,.05);box-shadow:0 1px 2px rgba(0,0,0,.05)}.panel-default>.panel-heading{background-image:-webkit-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-o-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f5f5f5),to(#e8e8e8));background-image:linear-gradient(to bottom,#f5f5f5 0,#e8e8e8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff5f5f5', endColorstr='#ffe8e8e8', GradientType=0);background-repeat:repeat-x}.panel-primary>.panel-heading{background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ff337ab7', endColorstr='#ff2e6da4', GradientType=0);background-repeat:repeat-x}.panel-success>.panel-heading{background-image:-webkit-linear-gradient(top,#dff0d8 0,#d0e9c6 100%);background-image:-o-linear-gradient(top,#dff0d8 0,#d0e9c6 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dff0d8),to(#d0e9c6));background-image:linear-gradient(to bottom,#dff0d8 0,#d0e9c6 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffdff0d8', endColorstr='#ffd0e9c6', GradientType=0);background-repeat:repeat-x}.panel-info>.panel-heading{background-image:-webkit-linear-gradient(top,#d9edf7 0,#c4e3f3 100%);background-image:-o-linear-gradient(top,#d9edf7 0,#c4e3f3 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9edf7),to(#c4e3f3));background-image:linear-gradient(to bottom,#d9edf7 0,#c4e3f3 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffd9edf7', endColorstr='#ffc4e3f3', GradientType=0);background-repeat:repeat-x}.panel-warning>.panel-heading{background-image:-webkit-linear-gradient(top,#fcf8e3 0,#faf2cc 100%);background-image:-o-linear-gradient(top,#fcf8e3 0,#faf2cc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fcf8e3),to(#faf2cc));background-image:linear-gradient(to bottom,#fcf8e3 0,#faf2cc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fffcf8e3', endColorstr='#fffaf2cc', GradientType=0);background-repeat:repeat-x}.panel-danger>.panel-heading{background-image:-webkit-linear-gradient(top,#f2dede 0,#ebcccc 100%);background-image:-o-linear-gradient(top,#f2dede 0,#ebcccc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f2dede),to(#ebcccc));background-image:linear-gradient(to bottom,#f2dede 0,#ebcccc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#fff2dede', endColorstr='#ffebcccc', GradientType=0);background-repeat:repeat-x}.well{background-image:-webkit-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-o-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#e8e8e8),to(#f5f5f5));background-image:linear-gradient(to bottom,#e8e8e8 0,#f5f5f5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffe8e8e8', endColorstr='#fff5f5f5', GradientType=0);background-repeat:repeat-x;border-color:#dcdcdc;-webkit-box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1)}
/*# sourceMappingURL=bootstrap-theme.min.css.map */ </style><style>body {
padding-top: 80px;
}
.content .container-fluid{
margin-left: 20px !important;
margin-right: 20px !important;
margin-bottom: 20px;
}
.page-header{
border:0 !important;
}
.row.variable, .section-items > .row {
border: 1px solid #e1e1e8;
border-top: hidden;
}
.row.spacing{
padding: 2em 1em;
}
.row.header {
border-bottom: 1px solid #e1e1e8;
/*background-color: #f5f5f5;*/
padding-left: 2em;
}
.dl-horizontal dt {
text-align: left;
padding-right: 1em;
white-space: normal;
}
.dl-horizontal dd {
margin-left: 0;
}
.col-md-12 {
padding-left: 2em;
}
.indent {
margin-left: 1em;
}
.center-img {
margin-left: auto !important;
margin-right: auto !important;
display: block;
}
/* Table example_values */
table.example_values {
border: 0;
}
.example_values th {
border: 0;
padding: 0;
color: #555;
font-weight: 600;
}
.example_values tr, .example_values td {
border: 0;
padding: 0;
color: #555;
}
/* STATS */
table.stats, table.sample, table.duplicate{
border: 0;
}
.stats tr, .sample tr, .duplicate tr {
border: 0;
}
.stats th, .stats td{
color: #555;
border: 0;
}
.stats th {
padding: 0 2em 0 0;
font-weight: 600;
}
.stats td {
padding: 1px;
}
/* Sample table */
table.sample, table.duplicate{
margin-bottom: 2em;
margin-left: 1em;
}
.sample td, .sample th, .duplicate td, .duplicate th {
padding: 0.5em;
white-space: nowrap;
border: 0;
}
.sample thead, .duplicate thead {
border-top: 0;
border-bottom: 2px solid #ddd;
}
.sample td, .duplicate td {
width: 100%;
}
/* There is no good solution available to make the divs equal height and then center ... */
.histogram {
margin-top: 3em;
}
/* Freq table */
table.freq {
margin-bottom: 2em;
border: 0;
}
table.freq th, table.freq tr, table.freq td {
border: 0;
padding: 0;
}
.freq thead {
font-weight: 600;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
}
/* Freq mini */
.freq.mini td {
width: 50%;
padding: 1px;
font-size: 12px;
}
table.freq.mini {
width: 100%;
}
.freq.mini th {
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
max-width: 5em;
font-weight: 400;
text-align: right;
padding-right: 0.5em;
}
/* Message classes */
.missing {
color: #a94442;
}
.alert, .alert > th, .alert > td {
color: #a94442;
}
.ignore {
opacity: 0.4;
}
/* Bars in tables */
.freq.table{
table-layout: fixed;
}
.freq:not(.mini) tr td:nth-child(1), .freq:not(.mini) tr th:nth-child(1){
width: auto;
max-width: none;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
}
.freq:not(.mini) tr td:nth-child(2), .freq:not(.mini) tr td:nth-child(3), .freq:not(.mini) tr th:nth-child(2), .freq:not(.mini) tr th:nth-child(3){
width: 100px;
text-align: right;
}
.freq:not(.mini) tr td:nth-child(4), .freq:not(.mini) tr th:nth-child(4){
width:200px;
}
.freq .bar {
float: left;
width: 0;
height: 100%;
line-height: 20px;
color: #fff;
text-align: center;
background-color: #337ab7;
border-radius: 3px;
margin-right: 4px;
}
.other .bar {
background-color: #999;
}
.missing .bar {
background-color: #a94442;
}
.tooltip-inner {
width: 100%;
white-space: nowrap;
text-align: left;
}
.extrapadding {
padding: 2em;
}
.variable .h4 {
text-overflow: ellipsis;
display:inline-block;
width: calc(90%); /* The trick is here! */
overflow:hidden;
}
.variable.ignore .h4{
text-decoration: line-through;
}
.table-responsive{
overflow: scroll;
width: 100%;
overflow-y: hidden;
}
.img-responsive{
max-width: 99%;
}
.footer-text{
padding:20px;
}
table.list-warnings td{
padding-right:10px;
}
a.anchor-pos {
display: block;
position: relative;
top: -70px;
visibility: hidden;
}
a.anchor-pos-variable{
/*top: -70px;*/
}
#sample-container, #duplicate-container{
overflow: auto;
width: 100%;
overflow-y: hidden;
}
#overview-content td, #overview-content th{
border-top: 0;
line-height: 1;
}
.variable-description{
color: #777;
font-size: 10pt;
margin-top: 10px;
font-style: italic;
}
select.multiple{
width: 180px;
height: 500px;
margin: 10px 0;
}
.named-list-item{
padding: 1em;
}
/* not printing tabs */
@media print {
.tab-content > .tab-pane, .collapse {
display: block !important;
opacity: 1 !important;
visibility: visible !important;
/*page-break-after: always;*/
page-break-after: right;
page-break-before: avoid;
}
.nav-pills, .nav-tabs, button[data-toggle="collapse"], .mini, .col-sm-3 img {
display:none !important;
}
a[download="config.yml"]:after {
content: none !important;
}
.row {
border: 0 !important;
}
}
.text-placeholder {
display: inline-block;
background-color: #444;
height: 12px;
border-radius: 100px;
margin: 5px 0;
min-width: 200px;
opacity: .1;
}</style></head><body><a class=anchor-pos id=top></a><nav class="navbar navbar-default navbar-fixed-top"><div class=container-fluid><div class=navbar-header><button type=button class="navbar-toggle collapsed" data-toggle=collapse data-target=#navbar aria-expanded=false aria-controls=navbar><span class=sr-only>Toggle navigation</span><span class=icon-bar></span><span class=icon-bar></span><span class=icon-bar></span></button><a class="navbar-brand anchor" href=#top>Pandas Profiling Report</a></div><div id=navbar class="navbar-collapse collapse"><ul class="nav navbar-nav navbar-right"><li><a class=anchor href=#overview>Overview</a></li><li><a class=anchor href=#variables>Variables</a></li><li><a class=anchor href=#interactions>Interactions</a></li><li><a class=anchor href=#correlations>Correlations</a></li><li><a class=anchor href=#missing>Missing values</a></li><li><a class=anchor href=#sample>Sample</a></li></ul></div></div></nav><div class=content><div class=container><div class="row header"><a class=anchor-pos id=overview></a><h1 class=page-header>Overview</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-pills" role=tablist><li role=presentation class=active><a href=#overview-dataset_overview aria-controls=overview-dataset_overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#overview-warnings aria-controls=overview-warnings role=tab data-toggle=tab>Warnings <span class=badge>4</span></a></li><li role=presentation><a href=#overview-reproduction aria-controls=overview-reproduction role=tab data-toggle=tab>Reproduction</a></li></ul><div class=tab-content style="padding-top: 10px;"><div role=tabpanel class="tab-pane col-sm-12 active" id=overview-dataset_overview><div class=col-sm-6><p class=h4>Dataset statistics</p><table class="table table-condensed stats"><tbody><tr><th>Number of variables</th><td>4</td></tr><tr><th>Number of observations</th><td>1393570</td></tr><tr><th>Missing cells</th><td>459028</td></tr><tr><th>Missing cells (%)</th><td>8.2%</td></tr><tr><th>Duplicate rows</th><td>0</td></tr><tr><th>Duplicate rows (%)</th><td>0.0%</td></tr><tr><th>Total size in memory</th><td>42.5 MiB</td></tr><tr><th>Average record size in memory</th><td>32.0 B</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Variable types</p><table class="table table-condensed stats"><tbody><tr><th>Numeric</th><td>1</td></tr><tr><th>Categorical</th><td>2</td></tr><tr><th>Boolean</th><td>1</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-warnings><table class="table table-condensed list-warnings"><p class=h4>Warnings</p><tr style=border-top:0><td><a class=anchor href=#pp_var_3153255020613025811><code>date</code></a> has a high cardinality: 365 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_5765192141487457491><code>price</code></a> has a high cardinality: 669 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_5765192141487457491><code>price</code></a> has 459028 (32.9%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_3153255020613025811><code>date</code></a> is uniformly distributed </td><td><span class="label label-primary">Uniform</span></td></tr></table></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-reproduction><div class=col-sm-12><p class=h4>Reproduction</p><table class="table table-condensed stats"><tbody><tr><th>Analysis started</th><td>2021-10-01 03:59:22.354937</td></tr><tr><th>Analysis finished</th><td>2021-10-01 03:59:44.050034</td></tr><tr><th>Duration</th><td>21.7 seconds</td></tr><tr><th>Software version</th><td><a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling v3.0.0</a></td></tr><tr><th>Download configuration</th><td><a download=config.json href="data:text/plain;charset=utf-8,%7B%22title%22%3A%20%22Pandas%20Profiling%20Report%22%2C%20%22dataset%22%3A%20%7B%22description%22%3A%20%22%22%2C%20%22creator%22%3A%20%22%22%2C%20%22author%22%3A%20%22%22%2C%20%22copyright_holder%22%3A%20%22%22%2C%20%22copyright_year%22%3A%20%22%22%2C%20%22url%22%3A%20%22%22%7D%2C%20%22variables%22%3A%20%7B%22descriptions%22%3A%20%7B%7D%7D%2C%20%22infer_dtypes%22%3A%20true%2C%20%22show_variable_description%22%3A%20true%2C%20%22pool_size%22%3A%200%2C%20%22progress_bar%22%3A%20true%2C%20%22vars%22%3A%20%7B%22num%22%3A%20%7B%22quantiles%22%3A%20%5B0.05%2C%200.25%2C%200.5%2C%200.75%2C%200.95%5D%2C%20%22skewness_threshold%22%3A%2020%2C%20%22low_categorical_threshold%22%3A%205%2C%20%22chi_squared_threshold%22%3A%200.999%7D%2C%20%22cat%22%3A%20%7B%22length%22%3A%20true%2C%20%22characters%22%3A%20true%2C%20%22words%22%3A%20true%2C%20%22cardinality_threshold%22%3A%2050%2C%20%22n_obs%22%3A%205%2C%20%22chi_squared_threshold%22%3A%200.999%2C%20%22coerce_str_to_date%22%3A%20false%2C%20%22redact%22%3A%20false%2C%20%22histogram_largest%22%3A%2050%7D%2C%20%22image%22%3A%20%7B%22active%22%3A%20false%2C%20%22exif%22%3A%20true%2C%20%22hash%22%3A%20true%7D%2C%20%22bool%22%3A%20%7B%22n_obs%22%3A%203%2C%20%22mappings%22%3A%20%7B%22t%22%3A%20true%2C%20%22f%22%3A%20false%2C%20%22yes%22%3A%20true%2C%20%22no%22%3A%20false%2C%20%22y%22%3A%20true%2C%20%22n%22%3A%20false%2C%20%22true%22%3A%20true%2C%20%22false%22%3A%20false%7D%7D%2C%20%22path%22%3A%20%7B%22active%22%3A%20false%7D%2C%20%22file%22%3A%20%7B%22active%22%3A%20false%7D%2C%20%22url%22%3A%20%7B%22active%22%3A%20false%7D%7D%2C%20%22sort%22%3A%20null%2C%20%22missing_diagrams%22%3A%20%7B%22bar%22%3A%20true%2C%20%22matrix%22%3A%20true%2C%20%22dendrogram%22%3A%20true%2C%20%22heatmap%22%3A%20true%7D%2C%20%22correlations%22%3A%20%7B%22spearman%22%3A%20%7B%22key%22%3A%20%22spearman%22%2C%20%22calculate%22%3A%20true%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%7D%2C%20%22pearson%22%3A%20%7B%22key%22%3A%20%22pearson%22%2C%20%22calculate%22%3A%20true%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%7D%2C%20%22kendall%22%3A%20%7B%22key%22%3A%20%22kendall%22%2C%20%22calculate%22%3A%20true%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%7D%2C%20%22cramers%22%3A%20%7B%22key%22%3A%20%22cramers%22%2C%20%22calculate%22%3A%20true%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%7D%2C%20%22phi_k%22%3A%20%7B%22key%22%3A%20%22phi_k%22%2C%20%22calculate%22%3A%20true%2C%20%22warn_high_correlations%22%3A%2010%2C%20%22threshold%22%3A%200.5%7D%7D%2C%20%22interactions%22%3A%20%7B%22continuous%22%3A%20true%2C%20%22targets%22%3A%20%5B%5D%7D%2C%20%22categorical_maximum_correlation_distinct%22%3A%20100%2C%20%22memory_deep%22%3A%20false%2C%20%22plot%22%3A%20%7B%22missing%22%3A%20%7B%22force_labels%22%3A%20true%2C%20%22cmap%22%3A%20%22RdBu%22%7D%2C%20%22image_format%22%3A%20%22svg%22%2C%20%22correlation%22%3A%20%7B%22cmap%22%3A%20%22RdBu%22%2C%20%22bad%22%3A%20%22%23000000%22%7D%2C%20%22dpi%22%3A%20800%2C%20%22histogram%22%3A%20%7B%22bins%22%3A%2050%2C%20%22max_bins%22%3A%20250%2C%20%22x_axis_labels%22%3A%20true%7D%2C%20%22scatter_threshold%22%3A%201000%2C%20%22pie%22%3A%20%7B%22max_unique%22%3A%2010%7D%7D%2C%20%22duplicates%22%3A%20%7B%22head%22%3A%2010%2C%20%22key%22%3A%20%22%23%20duplicates%22%7D%2C%20%22samples%22%3A%20%7B%22head%22%3A%2010%2C%20%22tail%22%3A%2010%2C%20%22random%22%3A%200%7D%2C%20%22reject_variables%22%3A%20true%2C%20%22n_obs_unique%22%3A%2010%2C%20%22n_freq_table_max%22%3A%2010%2C%20%22n_extreme_obs%22%3A%2010%2C%20%22report%22%3A%20%7B%22precision%22%3A%2010%7D%2C%20%22html%22%3A%20%7B%22style%22%3A%20%7B%22primary_color%22%3A%20%22%23337ab7%22%2C%20%22logo%22%3A%20%22%22%2C%20%22theme%22%3A%20null%7D%2C%20%22navbar_show%22%3A%20true%2C%20%22minify_html%22%3A%20true%2C%20%22use_local_assets%22%3A%20true%2C%20%22inline%22%3A%20true%2C%20%22assets_prefix%22%3A%20null%2C%20%22assets_path%22%3A%20null%2C%20%22full_width%22%3A%20false%7D%2C%20%22notebook%22%3A%20%7B%22iframe%22%3A%20%7B%22height%22%3A%20%22800px%22%2C%20%22width%22%3A%20%22100%25%22%2C%20%22attribute%22%3A%20%22srcdoc%22%7D%7D%7D">config.json</a></td></tr></tbody></table></div></div></div></div></div><div class="row header"><a class=anchor-pos id=variables></a><h1 class=page-header>Variables</h1></div><div class=section-items><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_3429061582308013898></a><div class=variable><div class=col-sm-3><p class=h4 title=listing_id><a href=#pp_var_3429061582308013898>listing_id</a><br><small>Real number (ℝ<sub>≥0</sub>)</small></p><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>3818</td></tr><tr><th>Distinct (%)</th><td>0.3%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Infinite</th><td>0</td></tr><tr><th>Infinite (%)</th><td>0.0%</td></tr><tr><th>Mean</th><td>5550111.419</td></tr></tbody></table></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td>3335</td></tr><tr><th>Maximum</th><td>10340165</td></tr><tr><th>Zeros</th><td>0</td></tr><tr><th>Zeros (%)</th><td>0.0%</td></tr><tr><th>Negative</th><td>0</td></tr><tr><th>Negative (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>10.6 MiB</td></tr></tbody></table></div><div class=col-sm-3><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=162pt version=1.1 viewbox="0 0 216 162" width=216pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:44.208387</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 162
L 216 162
L 216 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 12.609173 108.784894
L 205.2 108.784894
L 205.2 10.8
L 12.609173 10.8
z
"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(18.369669 132.579385)rotate(-45)scale(0.08 -0.08)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style=fill:#262626; transform="translate(52.245155 132.579385)rotate(-45)scale(0.08 -0.08)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style=fill:#262626; transform="translate(86.120641 132.579385)rotate(-45)scale(0.08 -0.08)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style=fill:#262626; transform="translate(119.996127 132.579385)rotate(-45)scale(0.08 -0.08)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584
Q 1688 2584 1439 2293
Q 1191 2003 1191 1497
Q 1191 994 1439 701
Q 1688 409 2113 409
Q 2538 409 2786 701
Q 3034 994 3034 1497
Q 3034 2003 2786 2293
Q 2538 2584 2113 2584
z
M 3366 4563
L 3366 3988
Q 3128 4100 2886 4159
Q 2644 4219 2406 4219
Q 1781 4219 1451 3797
Q 1122 3375 1075 2522
Q 1259 2794 1537 2939
Q 1816 3084 2150 3084
Q 2853 3084 3261 2657
Q 3669 2231 3669 1497
Q 3669 778 3244 343
Q 2819 -91 2113 -91
Q 1303 -91 875 529
Q 447 1150 447 2328
Q 447 3434 972 4092
Q 1497 4750 2381 4750
Q 2619 4750 2861 4703
Q 3103 4656 3366 4563
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style=fill:#262626; transform="translate(153.871613 132.579385)rotate(-45)scale(0.08 -0.08)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216
Q 1584 2216 1326 1975
Q 1069 1734 1069 1313
Q 1069 891 1326 650
Q 1584 409 2034 409
Q 2484 409 2743 651
Q 3003 894 3003 1313
Q 3003 1734 2745 1975
Q 2488 2216 2034 2216
z
M 1403 2484
Q 997 2584 770 2862
Q 544 3141 544 3541
Q 544 4100 942 4425
Q 1341 4750 2034 4750
Q 2731 4750 3128 4425
Q 3525 4100 3525 3541
Q 3525 3141 3298 2862
Q 3072 2584 2669 2484
Q 3125 2378 3379 2068
Q 3634 1759 3634 1313
Q 3634 634 3220 271
Q 2806 -91 2034 -91
Q 1263 -91 848 271
Q 434 634 434 1313
Q 434 1759 690 2068
Q 947 2378 1403 2484
z
M 1172 3481
Q 1172 3119 1398 2916
Q 1625 2713 2034 2713
Q 2441 2713 2670 2916
Q 2900 3119 2900 3481
Q 2900 3844 2670 4047
Q 2441 4250 2034 4250
Q 1625 4250 1398 4047
Q 1172 3844 1172 3481
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-38 /></g></g></g><g id=xtick_6><g id=text_6><g style=fill:#262626; transform="translate(187.747099 132.579385)rotate(-45)scale(0.08 -0.08)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=text_7><g style=fill:#262626; transform="translate(186.321875 144.354271)scale(0.1 -0.1)"><defs><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-65 /><use x=125.146484 xlink:href=#DejaVuSans-37 /></g></g></g><g id=patch_3><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 21.363301 108.784894
L 24.864953 108.784894
L 24.864953 32.055982
L 21.363301 32.055982
z
"/></g><g id=patch_4><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 24.864953 108.784894
L 28.366604 108.784894
L 28.366604 56.249783
L 24.864953 56.249783
z
"/></g><g id=patch_5><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 28.366604 108.784894
L 31.868256 108.784894
L 31.868256 59.70604
L 28.366604 59.70604
z
"/></g><g id=patch_6><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 31.868256 108.784894
L 35.369907 108.784894
L 35.369907 59.70604
L 31.868256 59.70604
z
"/></g><g id=patch_7><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 35.369907 108.784894
L 38.871558 108.784894
L 38.871558 63.162298
L 35.369907 63.162298
z
"/></g><g id=patch_8><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 38.871558 108.784894
L 42.37321 108.784894
L 42.37321 63.162298
L 38.871558 63.162298
z
"/></g><g id=patch_9><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 42.37321 108.784894
L 45.874861 108.784894
L 45.874861 71.457315
L 42.37321 71.457315
z
"/></g><g id=patch_10><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 45.874861 108.784894
L 49.376513 108.784894
L 49.376513 63.853549
L 45.874861 63.853549
z
"/></g><g id=patch_11><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 49.376513 108.784894
L 52.878164 108.784894
L 52.878164 61.779795
L 49.376513 61.779795
z
"/></g><g id=patch_12><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 52.878164 108.784894
L 56.379815 108.784894
L 56.379815 74.222321
L 52.878164 74.222321
z
"/></g><g id=patch_13><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 56.379815 108.784894
L 59.881467 108.784894
L 59.881467 86.664847
L 56.379815 86.664847
z
"/></g><g id=patch_14><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 59.881467 108.784894
L 63.383118 108.784894
L 63.383118 82.517338
L 59.881467 82.517338
z
"/></g><g id=patch_15><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 63.383118 108.784894
L 66.88477 108.784894
L 66.88477 75.604824
L 63.383118 75.604824
z
"/></g><g id=patch_16><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 66.88477 108.784894
L 70.386421 108.784894
L 70.386421 76.296075
L 66.88477 76.296075
z
"/></g><g id=patch_17><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 70.386421 108.784894
L 73.888072 108.784894
L 73.888072 75.604824
L 70.386421 75.604824
z
"/></g><g id=patch_18><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 73.888072 108.784894
L 77.389724 108.784894
L 77.389724 62.471046
L 73.888072 62.471046
z
"/></g><g id=patch_19><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 77.389724 108.784894
L 80.891375 108.784894
L 80.891375 66.618555
L 77.389724 66.618555
z
"/></g><g id=patch_20><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 80.891375 108.784894
L 84.393027 108.784894
L 84.393027 61.779795
L 80.891375 61.779795
z
"/></g><g id=patch_21><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 84.393027 108.784894
L 87.894678 108.784894
L 87.894678 46.572263
L 84.393027 46.572263
z
"/></g><g id=patch_22><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 87.894678 108.784894
L 91.396329 108.784894
L 91.396329 46.572263
L 87.894678 46.572263
z
"/></g><g id=patch_23><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 91.396329 108.784894
L 94.897981 108.784894
L 94.897981 56.249783
L 91.396329 56.249783
z
"/></g><g id=patch_24><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 94.897981 108.784894
L 98.399632 108.784894
L 98.399632 59.70604
L 94.897981 59.70604
z
"/></g><g id=patch_25><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 98.399632 108.784894
L 101.901284 108.784894
L 101.901284 52.793526
L 98.399632 52.793526
z
"/></g><g id=patch_26><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 101.901284 108.784894
L 105.402935 108.784894
L 105.402935 65.236052
L 101.901284 65.236052
z
"/></g><g id=patch_27><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 105.402935 108.784894
L 108.904586 108.784894
L 108.904586 68.692309
L 105.402935 68.692309
z
"/></g><g id=patch_28><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 108.904586 108.784894
L 112.406238 108.784894
L 112.406238 62.471046
L 108.904586 62.471046
z
"/></g><g id=patch_29><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 112.406238 108.784894
L 115.907889 108.784894
L 115.907889 69.383561
L 112.406238 69.383561
z
"/></g><g id=patch_30><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 115.907889 108.784894
L 119.409541 108.784894
L 119.409541 71.457315
L 115.907889 71.457315
z
"/></g><g id=patch_31><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 119.409541 108.784894
L 122.911192 108.784894
L 122.911192 70.074812
L 119.409541 70.074812
z
"/></g><g id=patch_32><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 122.911192 108.784894
L 126.412843 108.784894
L 126.412843 61.088543
L 122.911192 61.088543
z
"/></g><g id=patch_33><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 126.412843 108.784894
L 129.914495 108.784894
L 129.914495 47.263514
L 126.412843 47.263514
z
"/></g><g id=patch_34><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 129.914495 108.784894
L 133.416146 108.784894
L 133.416146 43.116005
L 129.914495 43.116005
z
"/></g><g id=patch_35><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 133.416146 108.784894
L 136.917798 108.784894
L 136.917798 32.055982
L 133.416146 32.055982
z
"/></g><g id=patch_36><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 136.917798 108.784894
L 140.419449 108.784894
L 140.419449 41.042251
L 136.917798 41.042251
z
"/></g><g id=patch_37><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 140.419449 108.784894
L 143.9211 108.784894
L 143.9211 47.954766
L 140.419449 47.954766
z
"/></g><g id=patch_38><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 143.9211 108.784894
L 147.422752 108.784894
L 147.422752 36.894742
L 143.9211 36.894742
z
"/></g><g id=patch_39><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 147.422752 108.784894
L 150.924403 108.784894
L 150.924403 36.894742
L 147.422752 36.894742
z
"/></g><g id=patch_40><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 150.924403 108.784894
L 154.426055 108.784894
L 154.426055 22.378462
L 150.924403 22.378462
z
"/></g><g id=patch_41><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 154.426055 108.784894
L 157.927706 108.784894
L 157.927706 15.465947
L 154.426055 15.465947
z
"/></g><g id=patch_42><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 157.927706 108.784894
L 161.429357 108.784894
L 161.429357 28.599725
L 157.927706 28.599725
z
"/></g><g id=patch_43><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 161.429357 108.784894
L 164.931009 108.784894
L 164.931009 38.968497
L 161.429357 38.968497
z
"/></g><g id=patch_44><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 164.931009 108.784894
L 168.43266 108.784894
L 168.43266 47.263514
L 164.931009 47.263514
z
"/></g><g id=patch_45><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 168.43266 108.784894
L 171.934312 108.784894
L 171.934312 47.954766
L 168.43266 47.954766
z
"/></g><g id=patch_46><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 171.934312 108.784894
L 175.435963 108.784894
L 175.435963 47.263514
L 171.934312 47.263514
z
"/></g><g id=patch_47><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 175.435963 108.784894
L 178.937614 108.784894
L 178.937614 45.881011
L 175.435963 45.881011
z
"/></g><g id=patch_48><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 178.937614 108.784894
L 182.439266 108.784894
L 182.439266 34.820988
L 178.937614 34.820988
z
"/></g><g id=patch_49><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 182.439266 108.784894
L 185.940917 108.784894
L 185.940917 51.411023
L 182.439266 51.411023
z
"/></g><g id=patch_50><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 185.940917 108.784894
L 189.442569 108.784894
L 189.442569 66.618555
L 185.940917 66.618555
z
"/></g><g id=patch_51><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 189.442569 108.784894
L 192.94422 108.784894
L 192.94422 74.222321
L 189.442569 74.222321
z
"/></g><g id=patch_52><path clip-path=url(#paab885d8fa) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 192.94422 108.784894
L 196.445871 108.784894
L 196.445871 70.766064
L 192.94422 70.766064
z
"/></g><g id=patch_53><path style=fill:none; d="M 12.609173 108.784894
L 12.609173 10.8
"/></g><g id=patch_54><path style=fill:none; d="M 205.2 108.784894
L 205.2 10.8
"/></g><g id=patch_55><path style=fill:none; d="M 12.609173 108.784894
L 205.2 108.784894
"/></g><g id=patch_56><path style=fill:none; d="M 12.609173 10.8
L 205.2 10.8
"/></g></g></g><defs><clippath id=paab885d8fa><rect height=97.984894 width=192.590827 x=12.609173 y=10.8 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-3429061582308013898, #minifreqtable3429061582308013898" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-3429061582308013898 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3429061582308013898bottom-3429061582308013898statistics aria-controls=3429061582308013898bottom-3429061582308013898statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#3429061582308013898bottom-3429061582308013898histogram aria-controls=3429061582308013898bottom-3429061582308013898histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#3429061582308013898bottom-3429061582308013898common_values aria-controls=3429061582308013898bottom-3429061582308013898common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#3429061582308013898bottom-3429061582308013898extreme_values aria-controls=3429061582308013898bottom-3429061582308013898extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3429061582308013898bottom-3429061582308013898statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td>3335</td></tr><tr><th>5-th percentile</th><td>430453</td></tr><tr><th>Q1</th><td>3258213</td></tr><tr><th>median</th><td>6118244.5</td></tr><tr><th>Q3</th><td>8035212</td></tr><tr><th>95-th percentile</th><td>9666446</td></tr><tr><th>Maximum</th><td>10340165</td></tr><tr><th>Range</th><td>10336830</td></tr><tr><th>Interquartile range (IQR)</th><td>4776999</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td>2962273.53</td></tr><tr><th>Coefficient of variation (CV)</th><td>0.5337322635</td></tr><tr><th>Kurtosis</th><td>-1.104322694</td></tr><tr><th>Mean</th><td>5550111.419</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td>2287820</td></tr><tr><th>Skewness</th><td>-0.3096605895</td></tr><tr><th>Sum</th><td>7.73446877 × 10<sup>12</sup></td></tr><tr><th>Variance</th><td>8.775064467 × 10<sup>12</sup></td></tr><tr><th>Monotonicity</th><td>Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3429061582308013898bottom-3429061582308013898histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=288pt version=1.1 viewbox="0 0 432 288" width=432pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:44.480032</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 288
L 432 288
L 432 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 66.675 235.403612
L 421.2 235.403612
L 421.2 10.8
L 66.675 10.8
z
"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(79.014359 262.521726)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style=fill:#262626; transform="translate(141.373023 262.521726)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style=fill:#262626; transform="translate(203.731687 262.521726)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style=fill:#262626; transform="translate(266.090351 262.521726)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584
Q 1688 2584 1439 2293
Q 1191 2003 1191 1497
Q 1191 994 1439 701
Q 1688 409 2113 409
Q 2538 409 2786 701
Q 3034 994 3034 1497
Q 3034 2003 2786 2293
Q 2538 2584 2113 2584
z
M 3366 4563
L 3366 3988
Q 3128 4100 2886 4159
Q 2644 4219 2406 4219
Q 1781 4219 1451 3797
Q 1122 3375 1075 2522
Q 1259 2794 1537 2939
Q 1816 3084 2150 3084
Q 2853 3084 3261 2657
Q 3669 2231 3669 1497
Q 3669 778 3244 343
Q 2819 -91 2113 -91
Q 1303 -91 875 529
Q 447 1150 447 2328
Q 447 3434 972 4092
Q 1497 4750 2381 4750
Q 2619 4750 2861 4703
Q 3103 4656 3366 4563
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style=fill:#262626; transform="translate(328.449015 262.521726)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216
Q 1584 2216 1326 1975
Q 1069 1734 1069 1313
Q 1069 891 1326 650
Q 1584 409 2034 409
Q 2484 409 2743 651
Q 3003 894 3003 1313
Q 3003 1734 2745 1975
Q 2488 2216 2034 2216
z
M 1403 2484
Q 997 2584 770 2862
Q 544 3141 544 3541
Q 544 4100 942 4425
Q 1341 4750 2034 4750
Q 2731 4750 3128 4425
Q 3525 4100 3525 3541
Q 3525 3141 3298 2862
Q 3072 2584 2669 2484
Q 3125 2378 3379 2068
Q 3634 1759 3634 1313
Q 3634 634 3220 271
Q 2806 -91 2034 -91
Q 1263 -91 848 271
Q 434 634 434 1313
Q 434 1759 690 2068
Q 947 2378 1403 2484
z
M 1172 3481
Q 1172 3119 1398 2916
Q 1625 2713 2034 2713
Q 2441 2713 2670 2916
Q 2900 3119 2900 3481
Q 2900 3844 2670 4047
Q 2441 4250 2034 4250
Q 1625 4250 1398 4047
Q 1172 3844 1172 3481
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-38 /></g></g></g><g id=xtick_6><g id=text_6><g style=fill:#262626; transform="translate(390.807679 262.521726)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=text_7><g style=fill:#262626; transform="translate(402.321875 274.590725)scale(0.1 -0.1)"><defs><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-65 /><use x=125.146484 xlink:href=#DejaVuSans-37 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_8><g style=fill:#262626; transform="translate(49.8125 239.202831)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_9><g style=fill:#262626; transform="translate(24.3625 195.791729)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_3><g id=text_10><g style=fill:#262626; transform="translate(24.3625 152.380628)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-32 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_4><g id=text_11><g style=fill:#262626; transform="translate(24.3625 108.969527)scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516
Q 3050 2419 3304 2112
Q 3559 1806 3559 1356
Q 3559 666 3084 287
Q 2609 -91 1734 -91
Q 1441 -91 1130 -33
Q 819 25 488 141
L 488 750
Q 750 597 1062 519
Q 1375 441 1716 441
Q 2309 441 2620 675
Q 2931 909 2931 1356
Q 2931 1769 2642 2001
Q 2353 2234 1838 2234
L 1294 2234
L 1294 2753
L 1863 2753
Q 2328 2753 2575 2939
Q 2822 3125 2822 3475
Q 2822 3834 2567 4026
Q 2313 4219 1838 4219
Q 1578 4219 1281 4162
Q 984 4106 628 3988
L 628 4550
Q 988 4650 1302 4700
Q 1616 4750 1894 4750
Q 2613 4750 3031 4423
Q 3450 4097 3450 3541
Q 3450 3153 3228 2886
Q 3006 2619 2597 2516
z
"/></defs><use xlink:href=#DejaVuSans-33 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_5><g id=text_12><g style=fill:#262626; transform="translate(24.3625 65.558425)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-34 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_6><g id=text_13><g style=fill:#262626; transform="translate(24.3625 22.147324)scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666
L 3169 4666
L 3169 4134
L 1269 4134
L 1269 2991
Q 1406 3038 1543 3061
Q 1681 3084 1819 3084
Q 2600 3084 3056 2656
Q 3513 2228 3513 1497
Q 3513 744 3044 326
Q 2575 -91 1722 -91
Q 1428 -91 1123 -41
Q 819 9 494 109
L 494 744
Q 775 591 1075 516
Q 1375 441 1709 441
Q 2250 441 2565 725
Q 2881 1009 2881 1497
Q 2881 1984 2565 2268
Q 2250 2553 1709 2553
Q 1456 2553 1204 2497
Q 953 2441 691 2322
L 691 4666
z
"/></defs><use xlink:href=#DejaVuSans-35 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /></g></g></g><g id=text_14><g style=fill:#262626; transform="translate(18.074844 151.514462)rotate(-90)scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666
L 3309 4666
L 3309 4134
L 1259 4134
L 1259 2759
L 3109 2759
L 3109 2228
L 1259 2228
L 1259 0
L 628 0
L 628 4666
z
"/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963
Q 2534 3019 2420 3045
Q 2306 3072 2169 3072
Q 1681 3072 1420 2755
Q 1159 2438 1159 1844
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1341 3275 1631 3429
Q 1922 3584 2338 3584
Q 2397 3584 2469 3576
Q 2541 3569 2628 3553
L 2631 2963
z
"/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
M 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
L 2906 3500
L 3481 3500
L 3481 -1331
L 2906 -1331
L 2906 525
z
"/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381
L 544 3500
L 1119 3500
L 1119 1403
Q 1119 906 1312 657
Q 1506 409 1894 409
Q 2359 409 2629 706
Q 2900 1003 2900 1516
L 2900 3500
L 3475 3500
L 3475 0
L 2900 0
L 2900 538
Q 2691 219 2414 64
Q 2138 -91 1772 -91
Q 1169 -91 856 284
Q 544 659 544 1381
z
M 1991 3584
L 1991 3584
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366
L 3122 2828
Q 2878 2963 2633 3030
Q 2388 3097 2138 3097
Q 1578 3097 1268 2742
Q 959 2388 959 1747
Q 959 1106 1268 751
Q 1578 397 2138 397
Q 2388 397 2633 464
Q 2878 531 3122 666
L 3122 134
Q 2881 22 2623 -34
Q 2366 -91 2075 -91
Q 1284 -91 818 406
Q 353 903 353 1747
Q 353 2603 823 3093
Q 1294 3584 2113 3584
Q 2378 3584 2631 3529
Q 2884 3475 3122 3366
z
"/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325
Q 1816 -950 1584 -1140
Q 1353 -1331 966 -1331
L 506 -1331
L 506 -850
L 844 -850
Q 1081 -850 1212 -737
Q 1344 -625 1503 -206
L 1606 56
L 191 3500
L 800 3500
L 1894 763
L 2988 3500
L 3597 3500
L 2059 -325
z
"/></defs><use xlink:href=#DejaVuSans-46 /><use x=50.269531 xlink:href=#DejaVuSans-72 /><use x=89.132812 xlink:href=#DejaVuSans-65 /><use x=150.65625 xlink:href=#DejaVuSans-71 /><use x=214.132812 xlink:href=#DejaVuSans-75 /><use x=277.511719 xlink:href=#DejaVuSans-65 /><use x=339.035156 xlink:href=#DejaVuSans-6e /><use x=402.414062 xlink:href=#DejaVuSans-63 /><use x=457.394531 xlink:href=#DejaVuSans-79 /></g></g></g><g id=patch_3><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 82.789773 235.403612
L 89.235682 235.403612
L 89.235682 59.523535
L 82.789773 59.523535
z
"/></g><g id=patch_4><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 89.235682 235.403612
L 95.681591 235.403612
L 95.681591 114.981217
L 89.235682 114.981217
z
"/></g><g id=patch_5><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 95.681591 235.403612
L 102.1275 235.403612
L 102.1275 122.903743
L 95.681591 122.903743
z
"/></g><g id=patch_6><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 102.1275 235.403612
L 108.573409 235.403612
L 108.573409 122.903743
L 102.1275 122.903743
z
"/></g><g id=patch_7><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 108.573409 235.403612
L 115.019318 235.403612
L 115.019318 130.826269
L 108.573409 130.826269
z
"/></g><g id=patch_8><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 115.019318 235.403612
L 121.465227 235.403612
L 121.465227 130.826269
L 115.019318 130.826269
z
"/></g><g id=patch_9><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 121.465227 235.403612
L 127.911136 235.403612
L 127.911136 149.840331
L 121.465227 149.840331
z
"/></g><g id=patch_10><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 127.911136 235.403612
L 134.357045 235.403612
L 134.357045 132.410774
L 127.911136 132.410774
z
"/></g><g id=patch_11><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 134.357045 235.403612
L 140.802955 235.403612
L 140.802955 127.657258
L 134.357045 127.657258
z
"/></g><g id=patch_12><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 140.802955 235.403612
L 147.248864 235.403612
L 147.248864 156.178352
L 140.802955 156.178352
z
"/></g><g id=patch_13><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 147.248864 235.403612
L 153.694773 235.403612
L 153.694773 184.699446
L 147.248864 184.699446
z
"/></g><g id=patch_14><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 153.694773 235.403612
L 160.140682 235.403612
L 160.140682 175.192414
L 153.694773 175.192414
z
"/></g><g id=patch_15><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 160.140682 235.403612
L 166.586591 235.403612
L 166.586591 159.347362
L 160.140682 159.347362
z
"/></g><g id=patch_16><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 166.586591 235.403612
L 173.0325 235.403612
L 173.0325 160.931868
L 166.586591 160.931868
z
"/></g><g id=patch_17><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 173.0325 235.403612
L 179.478409 235.403612
L 179.478409 159.347362
L 173.0325 159.347362
z
"/></g><g id=patch_18><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 179.478409 235.403612
L 185.924318 235.403612
L 185.924318 129.241764
L 179.478409 129.241764
z
"/></g><g id=patch_19><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 185.924318 235.403612
L 192.370227 235.403612
L 192.370227 138.748795
L 185.924318 138.748795
z
"/></g><g id=patch_20><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 192.370227 235.403612
L 198.816136 235.403612
L 198.816136 127.657258
L 192.370227 127.657258
z
"/></g><g id=patch_21><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 198.816136 235.403612
L 205.262045 235.403612
L 205.262045 92.798144
L 198.816136 92.798144
z
"/></g><g id=patch_22><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 205.262045 235.403612
L 211.707955 235.403612
L 211.707955 92.798144
L 205.262045 92.798144
z
"/></g><g id=patch_23><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 211.707955 235.403612
L 218.153864 235.403612
L 218.153864 114.981217
L 211.707955 114.981217
z
"/></g><g id=patch_24><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 218.153864 235.403612
L 224.599773 235.403612
L 224.599773 122.903743
L 218.153864 122.903743
z
"/></g><g id=patch_25><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 224.599773 235.403612
L 231.045682 235.403612
L 231.045682 107.058691
L 224.599773 107.058691
z
"/></g><g id=patch_26><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 231.045682 235.403612
L 237.491591 235.403612
L 237.491591 135.579784
L 231.045682 135.579784
z
"/></g><g id=patch_27><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 237.491591 235.403612
L 243.9375 235.403612
L 243.9375 143.50231
L 237.491591 143.50231
z
"/></g><g id=patch_28><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 243.9375 235.403612
L 250.383409 235.403612
L 250.383409 129.241764
L 243.9375 129.241764
z
"/></g><g id=patch_29><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 250.383409 235.403612
L 256.829318 235.403612
L 256.829318 145.086816
L 250.383409 145.086816
z
"/></g><g id=patch_30><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 256.829318 235.403612
L 263.275227 235.403612
L 263.275227 149.840331
L 256.829318 149.840331
z
"/></g><g id=patch_31><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 263.275227 235.403612
L 269.721136 235.403612
L 269.721136 146.671321
L 263.275227 146.671321
z
"/></g><g id=patch_32><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 269.721136 235.403612
L 276.167045 235.403612
L 276.167045 126.072753
L 269.721136 126.072753
z
"/></g><g id=patch_33><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 276.167045 235.403612
L 282.612955 235.403612
L 282.612955 94.382649
L 276.167045 94.382649
z
"/></g><g id=patch_34><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 282.612955 235.403612
L 289.058864 235.403612
L 289.058864 84.875618
L 282.612955 84.875618
z
"/></g><g id=patch_35><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 289.058864 235.403612
L 295.504773 235.403612
L 295.504773 59.523535
L 289.058864 59.523535
z
"/></g><g id=patch_36><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 295.504773 235.403612
L 301.950682 235.403612
L 301.950682 80.122102
L 295.504773 80.122102
z
"/></g><g id=patch_37><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 301.950682 235.403612
L 308.396591 235.403612
L 308.396591 95.967154
L 301.950682 95.967154
z
"/></g><g id=patch_38><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 308.396591 235.403612
L 314.8425 235.403612
L 314.8425 70.615071
L 308.396591 70.615071
z
"/></g><g id=patch_39><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 314.8425 235.403612
L 321.288409 235.403612
L 321.288409 70.615071
L 314.8425 70.615071
z
"/></g><g id=patch_40><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 321.288409 235.403612
L 327.734318 235.403612
L 327.734318 37.340462
L 321.288409 37.340462
z
"/></g><g id=patch_41><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 327.734318 235.403612
L 334.180227 235.403612
L 334.180227 21.49541
L 327.734318 21.49541
z
"/></g><g id=patch_42><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 334.180227 235.403612
L 340.626136 235.403612
L 340.626136 51.601009
L 334.180227 51.601009
z
"/></g><g id=patch_43><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 340.626136 235.403612
L 347.072045 235.403612
L 347.072045 75.368587
L 340.626136 75.368587
z
"/></g><g id=patch_44><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 347.072045 235.403612
L 353.517955 235.403612
L 353.517955 94.382649
L 347.072045 94.382649
z
"/></g><g id=patch_45><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 353.517955 235.403612
L 359.963864 235.403612
L 359.963864 95.967154
L 353.517955 95.967154
z
"/></g><g id=patch_46><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 359.963864 235.403612
L 366.409773 235.403612
L 366.409773 94.382649
L 359.963864 94.382649
z
"/></g><g id=patch_47><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 366.409773 235.403612
L 372.855682 235.403612
L 372.855682 91.213639
L 366.409773 91.213639
z
"/></g><g id=patch_48><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 372.855682 235.403612
L 379.301591 235.403612
L 379.301591 65.861556
L 372.855682 65.861556
z
"/></g><g id=patch_49><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 379.301591 235.403612
L 385.7475 235.403612
L 385.7475 103.88968
L 379.301591 103.88968
z
"/></g><g id=patch_50><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 385.7475 235.403612
L 392.193409 235.403612
L 392.193409 138.748795
L 385.7475 138.748795
z
"/></g><g id=patch_51><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 392.193409 235.403612
L 398.639318 235.403612
L 398.639318 156.178352
L 392.193409 156.178352
z
"/></g><g id=patch_52><path clip-path=url(#p8161489656) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 398.639318 235.403612
L 405.085227 235.403612
L 405.085227 148.255826
L 398.639318 148.255826
z
"/></g><g id=patch_53><path style=fill:none; d="M 66.675 235.403612
L 66.675 10.8
"/></g><g id=patch_54><path style=fill:none; d="M 421.2 235.403612
L 421.2 10.8
"/></g><g id=patch_55><path style=fill:none; d="M 66.675 235.403612
L 421.2 235.403612
"/></g><g id=patch_56><path style=fill:none; d="M 66.675 10.8
L 421.2 10.8
"/></g></g></g><defs><clippath id=p8161489656><rect height=224.603612 width=354.525 x=66.675 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=3429061582308013898bottom-3429061582308013898common_values><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=241032>241032</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=9299824>9299824</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=8597687>8597687</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=2309250>2309250</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=7420339>7420339</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=1742425>1742425</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=4559985>4559985</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=6304139>6304139</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=2610187>2610187</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=8508341>8508341</td><td>365</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class=other><td title="Other values (3808)">Other values (3808)</td><td>1389920</td><td><div class=bar style=width:100.0%> 99.7% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=3429061582308013898bottom-3429061582308013898extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3429061582308013898extreme_values-3429061582308013898firstn aria-controls=3429061582308013898extreme_values-3429061582308013898firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#3429061582308013898extreme_values-3429061582308013898lastn aria-controls=3429061582308013898extreme_values-3429061582308013898lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3429061582308013898extreme_values-3429061582308013898firstn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3335>3335</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=4291>4291</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=5682>5682</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=6606>6606</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=7369>7369</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=9419>9419</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=9460>9460</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=9531>9531</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=9534>9534</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=9596>9596</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=3429061582308013898extreme_values-3429061582308013898lastn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=10340165>10340165</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=10339145>10339145</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=10339144>10339144</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=10334184>10334184</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=10332096>10332096</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=10331249>10331249</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=10319529>10319529</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=10318171>10318171</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=10310373>10310373</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=10309898>10309898</td><td>365</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_3153255020613025811></a><div class=variable><div class=col-sm-3><p class=h4 title=date><a href=#pp_var_3153255020613025811>date</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><code>UNIFORM</code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr class=alert><th>Distinct</th><td>365</td></tr><tr><th>Distinct (%)</th><td>< 0.1%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>10.6 MiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> 2016-01-04 </th><td width=50%><div class=bar style=width:0.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 3818 </td></tr><tr class><th width=50%> 2016-09-11 </th><td width=50%><div class=bar style=width:0.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 3818 </td></tr><tr class><th width=50%> 2016-09-09 </th><td width=50%><div class=bar style=width:0.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 3818 </td></tr><tr class><th width=50%> 2016-09-08 </th><td width=50%><div class=bar style=width:0.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 3818 </td></tr><tr class><th width=50%> 2016-09-07 </th><td width=50%><div class=bar style=width:0.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 3818 </td></tr><tr class=other><th width=50%> Other values (360) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1374480 </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-3153255020613025811, #minifreqtable3153255020613025811" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-3153255020613025811 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3153255020613025811bottom-3153255020613025811overview aria-controls=3153255020613025811bottom-3153255020613025811overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#3153255020613025811bottom-3153255020613025811string aria-controls=3153255020613025811bottom-3153255020613025811string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#3153255020613025811bottom-3153255020613025811word aria-controls=3153255020613025811bottom-3153255020613025811word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#3153255020613025811bottom-3153255020613025811characters aria-controls=3153255020613025811bottom-3153255020613025811characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3153255020613025811bottom-3153255020613025811overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>10</td></tr><tr><th>Median length</th><td>10</td></tr><tr><th>Mean length</th><td>10</td></tr><tr><th>Min length</th><td>10</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>13935700</td></tr><tr><th>Distinct characters</th><td>11</td></tr><tr><th>Distinct categories</th><td>2 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>2016-01-04</td></tr><tr><th>2nd row</th><td>2016-01-05</td></tr><tr><th>3rd row</th><td>2016-01-06</td></tr><tr><th>4th row</th><td>2016-01-07</td></tr><tr><th>5th row</th><td>2016-01-08</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3153255020613025811bottom-3153255020613025811string><div class=row><div class=col-sm-6><h4>Common Values</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2016-01-04>2016-01-04</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-11>2016-09-11</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-09>2016-09-09</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-08>2016-09-08</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-07>2016-09-07</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-06>2016-09-06</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-05>2016-09-05</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-04>2016-09-04</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-03>2016-09-03</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-02>2016-09-02</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class=other><td title="Other values (355)">Other values (355)</td><td>1355390</td><td><div class=bar style=width:100.0%> 97.3% </div></td></tr></tbody></table></div><div class=col-sm-6><h4>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=288pt version=1.1 viewbox="0 0 432 288" width=432pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:45.256887</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 288
L 432 288
L 432 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 51.3 243.895806
L 421.2 243.895806
L 421.2 21.8
L 51.3 21.8
z
"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(98.069478 271.013921)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-39 transform=scale(0.015625) d="M 703 97
L 703 672
Q 941 559 1184 500
Q 1428 441 1663 441
Q 2288 441 2617 861
Q 2947 1281 2994 2138
Q 2813 1869 2534 1725
Q 2256 1581 1919 1581
Q 1219 1581 811 2004
Q 403 2428 403 3163
Q 403 3881 828 4315
Q 1253 4750 1959 4750
Q 2769 4750 3195 4129
Q 3622 3509 3622 2328
Q 3622 1225 3098 567
Q 2575 -91 1691 -91
Q 1453 -91 1209 -44
Q 966 3 703 97
z
M 1959 2075
Q 2384 2075 2632 2365
Q 2881 2656 2881 3163
Q 2881 3666 2632 3958
Q 2384 4250 1959 4250
Q 1534 4250 1286 3958
Q 1038 3666 1038 3163
Q 1038 2656 1286 2365
Q 1534 2075 1959 2075
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584
Q 1688 2584 1439 2293
Q 1191 2003 1191 1497
Q 1191 994 1439 701
Q 1688 409 2113 409
Q 2538 409 2786 701
Q 3034 994 3034 1497
Q 3034 2003 2786 2293
Q 2538 2584 2113 2584
z
M 3366 4563
L 3366 3988
Q 3128 4100 2886 4159
Q 2644 4219 2406 4219
Q 1781 4219 1451 3797
Q 1122 3375 1075 2522
Q 1259 2794 1537 2939
Q 1816 3084 2150 3084
Q 2853 3084 3261 2657
Q 3669 2231 3669 1497
Q 3669 778 3244 343
Q 2819 -91 2113 -91
Q 1303 -91 875 529
Q 447 1150 447 2328
Q 447 3434 972 4092
Q 1497 4750 2381 4750
Q 2619 4750 2861 4703
Q 3103 4656 3366 4563
z
"/></defs><use xlink:href=#DejaVuSans-39 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_2><g id=text_2><g style=fill:#262626; transform="translate(165.324024 271.013921)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216
Q 1584 2216 1326 1975
Q 1069 1734 1069 1313
Q 1069 891 1326 650
Q 1584 409 2034 409
Q 2484 409 2743 651
Q 3003 894 3003 1313
Q 3003 1734 2745 1975
Q 2488 2216 2034 2216
z
M 1403 2484
Q 997 2584 770 2862
Q 544 3141 544 3541
Q 544 4100 942 4425
Q 1341 4750 2034 4750
Q 2731 4750 3128 4425
Q 3525 4100 3525 3541
Q 3525 3141 3298 2862
Q 3072 2584 2669 2484
Q 3125 2378 3379 2068
Q 3634 1759 3634 1313
Q 3634 634 3220 271
Q 2806 -91 2034 -91
Q 1263 -91 848 271
Q 434 634 434 1313
Q 434 1759 690 2068
Q 947 2378 1403 2484
z
M 1172 3481
Q 1172 3119 1398 2916
Q 1625 2713 2034 2713
Q 2441 2713 2670 2916
Q 2900 3119 2900 3481
Q 2900 3844 2670 4047
Q 2441 4250 2034 4250
Q 1625 4250 1398 4047
Q 1172 3844 1172 3481
z
"/></defs><use xlink:href=#DejaVuSans-39 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-38 /></g></g></g><g id=xtick_3><g id=text_3><g style=fill:#262626; transform="translate(230.329086 275.512887)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-2e /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_4><g id=text_4><g style=fill:#262626; transform="translate(297.583631 275.512887)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-2e /><use x=159.033203 xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_5><g id=text_5><g style=fill:#262626; transform="translate(364.838176 275.512887)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-2e /><use x=159.033203 xlink:href=#DejaVuSans-34 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_6><g style=fill:#262626; transform="translate(24.896875 247.695025)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_7><g style=fill:#262626; transform="translate(24.896875 217.338485)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_3><g id=text_8><g style=fill:#262626; transform="translate(24.896875 186.981946)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_4><g id=text_9><g style=fill:#262626; transform="translate(24.896875 156.625406)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_5><g id=text_10><g style=fill:#262626; transform="translate(24.896875 126.268866)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-38 /></g></g></g><g id=ytick_6><g id=text_11><g style=fill:#262626; transform="translate(24.896875 95.912326)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_7><g id=text_12><g style=fill:#262626; transform="translate(24.896875 65.555787)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_8><g id=text_13><g style=fill:#262626; transform="translate(24.896875 35.199247)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-34 /></g></g></g><g id=text_14><g style=fill:#262626; transform="translate(18.609219 161.260559)rotate(-90)scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666
L 3309 4666
L 3309 4134
L 1259 4134
L 1259 2759
L 3109 2759
L 3109 2228
L 1259 2228
L 1259 0
L 628 0
L 628 4666
z
"/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963
Q 2534 3019 2420 3045
Q 2306 3072 2169 3072
Q 1681 3072 1420 2755
Q 1159 2438 1159 1844
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1341 3275 1631 3429
Q 1922 3584 2338 3584
Q 2397 3584 2469 3576
Q 2541 3569 2628 3553
L 2631 2963
z
"/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
M 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
L 2906 3500
L 3481 3500
L 3481 -1331
L 2906 -1331
L 2906 525
z
"/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381
L 544 3500
L 1119 3500
L 1119 1403
Q 1119 906 1312 657
Q 1506 409 1894 409
Q 2359 409 2629 706
Q 2900 1003 2900 1516
L 2900 3500
L 3475 3500
L 3475 0
L 2900 0
L 2900 538
Q 2691 219 2414 64
Q 2138 -91 1772 -91
Q 1169 -91 856 284
Q 544 659 544 1381
z
M 1991 3584
L 1991 3584
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366
L 3122 2828
Q 2878 2963 2633 3030
Q 2388 3097 2138 3097
Q 1578 3097 1268 2742
Q 959 2388 959 1747
Q 959 1106 1268 751
Q 1578 397 2138 397
Q 2388 397 2633 464
Q 2878 531 3122 666
L 3122 134
Q 2881 22 2623 -34
Q 2366 -91 2075 -91
Q 1284 -91 818 406
Q 353 903 353 1747
Q 353 2603 823 3093
Q 1294 3584 2113 3584
Q 2378 3584 2631 3529
Q 2884 3475 3122 3366
z
"/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325
Q 1816 -950 1584 -1140
Q 1353 -1331 966 -1331
L 506 -1331
L 506 -850
L 844 -850
Q 1081 -850 1212 -737
Q 1344 -625 1503 -206
L 1606 56
L 191 3500
L 800 3500
L 1894 763
L 2988 3500
L 3597 3500
L 2059 -325
z
"/></defs><use xlink:href=#DejaVuSans-46 /><use x=50.269531 xlink:href=#DejaVuSans-72 /><use x=89.132812 xlink:href=#DejaVuSans-65 /><use x=150.65625 xlink:href=#DejaVuSans-71 /><use x=214.132812 xlink:href=#DejaVuSans-75 /><use x=277.511719 xlink:href=#DejaVuSans-65 /><use x=339.035156 xlink:href=#DejaVuSans-6e /><use x=402.414062 xlink:href=#DejaVuSans-63 /><use x=457.394531 xlink:href=#DejaVuSans-79 /></g></g><g id=text_15><g style=fill:#262626; transform="translate(51.3 18.8)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-65 /><use x=125.146484 xlink:href=#DejaVuSans-36 /></g></g></g><g id=patch_3><path clip-path=url(#p8ed71167b3) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 68.113636 243.895806
L 404.386364 243.895806
L 404.386364 32.375991
L 68.113636 32.375991
z
"/></g><g id=patch_4><path style=fill:none; d="M 51.3 243.895806
L 51.3 21.8
"/></g><g id=patch_5><path style=fill:none; d="M 421.2 243.895806
L 421.2 21.8
"/></g><g id=patch_6><path style=fill:none; d="M 51.3 243.895806
L 421.2 243.895806
"/></g><g id=patch_7><path style=fill:none; d="M 51.3 21.8
L 421.2 21.8
"/></g></g></g><defs><clippath id=p8ed71167b3><rect height=222.095806 width=369.9 x=51.3 y=21.8 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3153255020613025811bottom-3153255020613025811word><div class=col-sm-12><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2016-01-04>2016-01-04</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-11>2016-09-11</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-09>2016-09-09</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-08>2016-09-08</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-07>2016-09-07</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-06>2016-09-06</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-05>2016-09-05</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-04>2016-09-04</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-03>2016-09-03</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class><td title=2016-09-02>2016-09-02</td><td>3818</td><td><div class=bar style=width:0.3%> </div> 0.3% </td></tr><tr class=other><td title="Other values (355)">Other values (355)</td><td>1355390</td><td><div class=bar style=width:100.0%> 97.3% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3153255020613025811bottom-3153255020613025811characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3153255020613025811unicode-3153255020613025811characters aria-controls=3153255020613025811unicode-3153255020613025811characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#3153255020613025811unicode-3153255020613025811categories aria-controls=3153255020613025811unicode-3153255020613025811categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#3153255020613025811unicode-3153255020613025811scripts aria-controls=3153255020613025811unicode-3153255020613025811scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#3153255020613025811unicode-3153255020613025811blocks aria-controls=3153255020613025811unicode-3153255020613025811blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3153255020613025811unicode-3153255020613025811characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>3096398</td><td><div class=bar style=width:100.0%> 22.2% </div></td></tr><tr class><td title=->-</td><td>2787140</td><td><div class=bar style=width:90.0%> 20.0% </div></td></tr><tr class><td title=1>1</td><td>2596240</td><td><div class=bar style=width:83.8%> 18.6% </div></td></tr><tr class><td title=2>2</td><td>2218258</td><td><div class=bar style=width:71.6%> 15.9% </div></td></tr><tr class><td title=6>6</td><td>1637922</td><td><div class=bar style=width:52.9%> 11.8% </div></td></tr><tr class><td title=3>3</td><td>320712</td><td><div class=bar style=width:10.4%> </div> 2.3% </td></tr><tr class><td title=7>7</td><td>263442</td><td><div class=bar style=width:8.5%> </div> 1.9% </td></tr><tr class><td title=5>5</td><td>255806</td><td><div class=bar style=width:8.3%> </div> 1.8% </td></tr><tr class><td title=8>8</td><td>255806</td><td><div class=bar style=width:8.3%> </div> 1.8% </td></tr><tr class><td title=4>4</td><td>251988</td><td><div class=bar style=width:8.1%> </div> 1.8% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3153255020613025811unicode-3153255020613025811categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number">Decimal Number</td><td>11148560</td><td><div class=bar style=width:100.0%> 80.0% </div></td></tr><tr class><td title="Dash Punctuation">Dash Punctuation</td><td>2787140</td><td><div class=bar style=width:25.0%> </div> 20.0% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-6><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>3096398</td><td><div class=bar style=width:100.0%> 27.8% </div></td></tr><tr class><td title=1>1</td><td>2596240</td><td><div class=bar style=width:83.8%> 23.3% </div></td></tr><tr class><td title=2>2</td><td>2218258</td><td><div class=bar style=width:71.6%> 19.9% </div></td></tr><tr class><td title=6>6</td><td>1637922</td><td><div class=bar style=width:52.9%> 14.7% </div></td></tr><tr class><td title=3>3</td><td>320712</td><td><div class=bar style=width:10.4%> </div> 2.9% </td></tr><tr class><td title=7>7</td><td>263442</td><td><div class=bar style=width:8.5%> </div> 2.4% </td></tr><tr class><td title=5>5</td><td>255806</td><td><div class=bar style=width:8.3%> </div> 2.3% </td></tr><tr class><td title=8>8</td><td>255806</td><td><div class=bar style=width:8.3%> </div> 2.3% </td></tr><tr class><td title=4>4</td><td>251988</td><td><div class=bar style=width:8.1%> </div> 2.3% </td></tr><tr class><td title=9>9</td><td>251988</td><td><div class=bar style=width:8.1%> </div> 2.3% </td></tr></tbody></table></div><div class=col-sm-6><h5><em>Dash Punctuation</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=->-</td><td>2787140</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3153255020613025811unicode-3153255020613025811scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common>Common</td><td>13935700</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-6><h5><em>Common</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>3096398</td><td><div class=bar style=width:100.0%> 22.2% </div></td></tr><tr class><td title=->-</td><td>2787140</td><td><div class=bar style=width:90.0%> 20.0% </div></td></tr><tr class><td title=1>1</td><td>2596240</td><td><div class=bar style=width:83.8%> 18.6% </div></td></tr><tr class><td title=2>2</td><td>2218258</td><td><div class=bar style=width:71.6%> 15.9% </div></td></tr><tr class><td title=6>6</td><td>1637922</td><td><div class=bar style=width:52.9%> 11.8% </div></td></tr><tr class><td title=3>3</td><td>320712</td><td><div class=bar style=width:10.4%> </div> 2.3% </td></tr><tr class><td title=7>7</td><td>263442</td><td><div class=bar style=width:8.5%> </div> 1.9% </td></tr><tr class><td title=5>5</td><td>255806</td><td><div class=bar style=width:8.3%> </div> 1.8% </td></tr><tr class><td title=8>8</td><td>255806</td><td><div class=bar style=width:8.3%> </div> 1.8% </td></tr><tr class><td title=4>4</td><td>251988</td><td><div class=bar style=width:8.1%> </div> 1.8% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3153255020613025811unicode-3153255020613025811blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII>ASCII</td><td>13935700</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-6><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>3096398</td><td><div class=bar style=width:100.0%> 22.2% </div></td></tr><tr class><td title=->-</td><td>2787140</td><td><div class=bar style=width:90.0%> 20.0% </div></td></tr><tr class><td title=1>1</td><td>2596240</td><td><div class=bar style=width:83.8%> 18.6% </div></td></tr><tr class><td title=2>2</td><td>2218258</td><td><div class=bar style=width:71.6%> 15.9% </div></td></tr><tr class><td title=6>6</td><td>1637922</td><td><div class=bar style=width:52.9%> 11.8% </div></td></tr><tr class><td title=3>3</td><td>320712</td><td><div class=bar style=width:10.4%> </div> 2.3% </td></tr><tr class><td title=7>7</td><td>263442</td><td><div class=bar style=width:8.5%> </div> 1.9% </td></tr><tr class><td title=5>5</td><td>255806</td><td><div class=bar style=width:8.3%> </div> 1.8% </td></tr><tr class><td title=8>8</td><td>255806</td><td><div class=bar style=width:8.3%> </div> 1.8% </td></tr><tr class><td title=4>4</td><td>251988</td><td><div class=bar style=width:8.1%> </div> 1.8% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_3220772333411174246></a><div class=variable><div class=col-sm-3><p class=h4 title=available><a href=#pp_var_3220772333411174246>available</a><br><small>Boolean</small></p><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>2</td></tr><tr><th>Distinct (%)</th><td>< 0.1%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>1.3 MiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> True </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 934542 </div></td></tr><tr class><th width=50%> False </th><td width=50%><div class=bar style=width:49.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 459028 </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-3220772333411174246, #minifreqtable3220772333411174246" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-3220772333411174246 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3220772333411174246bottom-3220772333411174246frequency_table aria-controls=3220772333411174246bottom-3220772333411174246frequency_table role=tab data-toggle=tab>Common Values</a></li><li role=presentation><a href=#3220772333411174246bottom-3220772333411174246pie_chart aria-controls=3220772333411174246bottom-3220772333411174246pie_chart role=tab data-toggle=tab>Chart</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3220772333411174246bottom-3220772333411174246frequency_table><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=True>True</td><td>934542</td><td><div class=bar style=width:100.0%> 67.1% </div></td></tr><tr class><td title=False>False</td><td>459028</td><td><div class=bar style=width:49.1%> 32.9% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=3220772333411174246bottom-3220772333411174246pie_chart><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=396pt version=1.1 viewbox="0 0 576 396" width=576pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:45.393701</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 396
L 576 396
L 576 0
L 0 0
z
"/></g><g id=axes_1><g id=matplotlib.axis_1 /><g id=matplotlib.axis_2 /><g id=patch_2><path style=fill:#1f77b4;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 414.792 197.01
C 414.792 175.893214 409.199001 155.148407 398.58402 136.893522
C 387.969039 118.638637 372.706049 103.516805 354.353326 93.071891
C 336.000604 82.626978 315.204727 77.226963 294.088853 77.423162
C 272.972978 77.619361 252.281032 83.404862 234.12556 94.188994
C 215.970089 104.973126 200.99072 120.375956 190.716775 138.824932
C 180.44283 157.273907 175.236266 178.119059 175.628648 199.232199
C 176.021029 220.345339 181.998533 240.982638 192.950884 259.037129
C 203.903235 277.09162 219.444576 291.927232 237.988212 302.029321
L 295.2 197.01
L 414.792 197.01
z
"/></g><g id=patch_3><path style=fill:#ff7f0e;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 237.988212 302.029321
C 256.201111 311.951233 276.685625 316.966736 297.422199 316.581352
C 318.158773 316.195969 338.442782 310.422796 356.27444 299.831006
C 374.106097 289.239216 388.879486 274.188717 399.138109 256.163326
C 409.396731 238.137936 414.792 217.750155 414.792 197.01
L 295.2 197.01
L 237.988212 302.029321
z
"/></g><g id=text_1><g style=fill:#ffffff; transform="translate(216.504555 138.076771)scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584
Q 1688 2584 1439 2293
Q 1191 2003 1191 1497
Q 1191 994 1439 701
Q 1688 409 2113 409
Q 2538 409 2786 701
Q 3034 994 3034 1497
Q 3034 2003 2786 2293
Q 2538 2584 2113 2584
z
M 3366 4563
L 3366 3988
Q 3128 4100 2886 4159
Q 2644 4219 2406 4219
Q 1781 4219 1451 3797
Q 1122 3375 1075 2522
Q 1259 2794 1537 2939
Q 1816 3084 2150 3084
Q 2853 3084 3261 2657
Q 3669 2231 3669 1497
Q 3669 778 3244 343
Q 2819 -91 2113 -91
Q 1303 -91 875 529
Q 447 1150 447 2328
Q 447 3434 972 4092
Q 1497 4750 2381 4750
Q 2619 4750 2861 4703
Q 3103 4656 3366 4563
z
"/><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/><path id=DejaVuSans-25 transform=scale(0.015625) d="M 4653 2053
Q 4381 2053 4226 1822
Q 4072 1591 4072 1178
Q 4072 772 4226 539
Q 4381 306 4653 306
Q 4919 306 5073 539
Q 5228 772 5228 1178
Q 5228 1588 5073 1820
Q 4919 2053 4653 2053
z
M 4653 2450
Q 5147 2450 5437 2106
Q 5728 1763 5728 1178
Q 5728 594 5436 251
Q 5144 -91 4653 -91
Q 4153 -91 3862 251
Q 3572 594 3572 1178
Q 3572 1766 3864 2108
Q 4156 2450 4653 2450
z
M 1428 4353
Q 1159 4353 1004 4120
Q 850 3888 850 3481
Q 850 3069 1003 2837
Q 1156 2606 1428 2606
Q 1700 2606 1854 2837
Q 2009 3069 2009 3481
Q 2009 3884 1853 4118
Q 1697 4353 1428 4353
z
M 4250 4750
L 4750 4750
L 1831 -91
L 1331 -91
L 4250 4750
z
M 1428 4750
Q 1922 4750 2215 4408
Q 2509 4066 2509 3481
Q 2509 2891 2217 2550
Q 1925 2209 1428 2209
Q 931 2209 642 2551
Q 353 2894 353 3481
Q 353 4063 643 4406
Q 934 4750 1428 4750
z
"/><path id=DejaVuSans-20 transform=scale(0.015625) /><path id=DejaVuSans-28 transform=scale(0.015625) d="M 1984 4856
Q 1566 4138 1362 3434
Q 1159 2731 1159 2009
Q 1159 1288 1364 580
Q 1569 -128 1984 -844
L 1484 -844
Q 1016 -109 783 600
Q 550 1309 550 2009
Q 550 2706 781 3412
Q 1013 4119 1484 4856
L 1984 4856
z
"/><path id=DejaVuSans-39 transform=scale(0.015625) d="M 703 97
L 703 672
Q 941 559 1184 500
Q 1428 441 1663 441
Q 2288 441 2617 861
Q 2947 1281 2994 2138
Q 2813 1869 2534 1725
Q 2256 1581 1919 1581
Q 1219 1581 811 2004
Q 403 2428 403 3163
Q 403 3881 828 4315
Q 1253 4750 1959 4750
Q 2769 4750 3195 4129
Q 3622 3509 3622 2328
Q 3622 1225 3098 567
Q 2575 -91 1691 -91
Q 1453 -91 1209 -44
Q 966 3 703 97
z
M 1959 2075
Q 2384 2075 2632 2365
Q 2881 2656 2881 3163
Q 2881 3666 2632 3958
Q 2384 4250 1959 4250
Q 1534 4250 1286 3958
Q 1038 3666 1038 3163
Q 1038 2656 1286 2365
Q 1534 2075 1959 2075
z
"/><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516
Q 3050 2419 3304 2112
Q 3559 1806 3559 1356
Q 3559 666 3084 287
Q 2609 -91 1734 -91
Q 1441 -91 1130 -33
Q 819 25 488 141
L 488 750
Q 750 597 1062 519
Q 1375 441 1716 441
Q 2309 441 2620 675
Q 2931 909 2931 1356
Q 2931 1769 2642 2001
Q 2353 2234 1838 2234
L 1294 2234
L 1294 2753
L 1863 2753
Q 2328 2753 2575 2939
Q 2822 3125 2822 3475
Q 2822 3834 2567 4026
Q 2313 4219 1838 4219
Q 1578 4219 1281 4162
Q 984 4106 628 3988
L 628 4550
Q 988 4650 1302 4700
Q 1616 4750 1894 4750
Q 2613 4750 3031 4423
Q 3450 4097 3450 3541
Q 3450 3153 3228 2886
Q 3006 2619 2597 2516
z
"/><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
"/><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666
L 3169 4666
L 3169 4134
L 1269 4134
L 1269 2991
Q 1406 3038 1543 3061
Q 1681 3084 1819 3084
Q 2600 3084 3056 2656
Q 3513 2228 3513 1497
Q 3513 744 3044 326
Q 2575 -91 1722 -91
Q 1428 -91 1123 -41
Q 819 9 494 109
L 494 744
Q 775 591 1075 516
Q 1375 441 1709 441
Q 2250 441 2565 725
Q 2881 1009 2881 1497
Q 2881 1984 2565 2268
Q 2250 2553 1709 2553
Q 1456 2553 1204 2497
Q 953 2441 691 2322
L 691 4666
z
"/><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/><path id=DejaVuSans-29 transform=scale(0.015625) d="M 513 4856
L 1013 4856
Q 1481 4119 1714 3412
Q 1947 2706 1947 2009
Q 1947 1309 1714 600
Q 1481 -109 1013 -844
L 513 -844
Q 928 -128 1133 580
Q 1338 1288 1338 2009
Q 1338 2731 1133 3434
Q 928 4138 513 4856
z
"/></defs><use xlink:href=#DejaVuSans-36 /><use x=63.623047 xlink:href=#DejaVuSans-37 /><use x=127.246094 xlink:href=#DejaVuSans-2e /><use x=159.033203 xlink:href=#DejaVuSans-31 /><use x=222.65625 xlink:href=#DejaVuSans-25 /><use x=317.675781 xlink:href=#DejaVuSans-20 /><use x=349.462891 xlink:href=#DejaVuSans-20 /><use x=381.25 xlink:href=#DejaVuSans-28 /><use x=420.263672 xlink:href=#DejaVuSans-39 /><use x=483.886719 xlink:href=#DejaVuSans-33 /><use x=547.509766 xlink:href=#DejaVuSans-34 /><use x=611.132812 xlink:href=#DejaVuSans-35 /><use x=674.755859 xlink:href=#DejaVuSans-34 /><use x=738.378906 xlink:href=#DejaVuSans-32 /><use x=802.001953 xlink:href=#DejaVuSans-29 /></g></g><g id=text_2><g style=fill:#ffffff; transform="translate(289.793883 261.461979)scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216
Q 1584 2216 1326 1975
Q 1069 1734 1069 1313
Q 1069 891 1326 650
Q 1584 409 2034 409
Q 2484 409 2743 651
Q 3003 894 3003 1313
Q 3003 1734 2745 1975
Q 2488 2216 2034 2216
z
M 1403 2484
Q 997 2584 770 2862
Q 544 3141 544 3541
Q 544 4100 942 4425
Q 1341 4750 2034 4750
Q 2731 4750 3128 4425
Q 3525 4100 3525 3541
Q 3525 3141 3298 2862
Q 3072 2584 2669 2484
Q 3125 2378 3379 2068
Q 3634 1759 3634 1313
Q 3634 634 3220 271
Q 2806 -91 2034 -91
Q 1263 -91 848 271
Q 434 634 434 1313
Q 434 1759 690 2068
Q 947 2378 1403 2484
z
M 1172 3481
Q 1172 3119 1398 2916
Q 1625 2713 2034 2713
Q 2441 2713 2670 2916
Q 2900 3119 2900 3481
Q 2900 3844 2670 4047
Q 2441 4250 2034 4250
Q 1625 4250 1398 4047
Q 1172 3844 1172 3481
z
"/></defs><use xlink:href=#DejaVuSans-33 /><use x=63.623047 xlink:href=#DejaVuSans-32 /><use x=127.246094 xlink:href=#DejaVuSans-2e /><use x=159.033203 xlink:href=#DejaVuSans-39 /><use x=222.65625 xlink:href=#DejaVuSans-25 /><use x=317.675781 xlink:href=#DejaVuSans-20 /><use x=349.462891 xlink:href=#DejaVuSans-20 /><use x=381.25 xlink:href=#DejaVuSans-28 /><use x=420.263672 xlink:href=#DejaVuSans-34 /><use x=483.886719 xlink:href=#DejaVuSans-35 /><use x=547.509766 xlink:href=#DejaVuSans-39 /><use x=611.132812 xlink:href=#DejaVuSans-30 /><use x=674.755859 xlink:href=#DejaVuSans-32 /><use x=738.378906 xlink:href=#DejaVuSans-38 /><use x=802.001953 xlink:href=#DejaVuSans-29 /></g></g><g id=legend_1><g id=patch_4><path style=fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;stroke-width:0.3; d="M 380.582187 84.87625
L 437.69 84.87625
Q 439.69 84.87625 439.69 82.87625
L 439.69 54.52
Q 439.69 52.52 437.69 52.52
L 380.582187 52.52
Q 378.582187 52.52 378.582187 54.52
L 378.582187 82.87625
Q 378.582187 84.87625 380.582187 84.87625
z
"/></g><g id=patch_5><path style=fill:#1f77b4;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 382.582187 64.118437
L 402.582187 64.118437
L 402.582187 57.118437
L 382.582187 57.118437
z
"/></g><g id=text_3><g style=fill:#262626; transform="translate(410.582187 64.118437)scale(0.1 -0.1)"><defs><path id=DejaVuSans-54 transform=scale(0.015625) d="M -19 4666
L 3928 4666
L 3928 4134
L 2272 4134
L 2272 0
L 1638 0
L 1638 4134
L -19 4134
L -19 4666
z
"/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963
Q 2534 3019 2420 3045
Q 2306 3072 2169 3072
Q 1681 3072 1420 2755
Q 1159 2438 1159 1844
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1341 3275 1631 3429
Q 1922 3584 2338 3584
Q 2397 3584 2469 3576
Q 2541 3569 2628 3553
L 2631 2963
z
"/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381
L 544 3500
L 1119 3500
L 1119 1403
Q 1119 906 1312 657
Q 1506 409 1894 409
Q 2359 409 2629 706
Q 2900 1003 2900 1516
L 2900 3500
L 3475 3500
L 3475 0
L 2900 0
L 2900 538
Q 2691 219 2414 64
Q 2138 -91 1772 -91
Q 1169 -91 856 284
Q 544 659 544 1381
z
M 1991 3584
L 1991 3584
z
"/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/></defs><use xlink:href=#DejaVuSans-54 /><use x=46.333984 xlink:href=#DejaVuSans-72 /><use x=87.447266 xlink:href=#DejaVuSans-75 /><use x=150.826172 xlink:href=#DejaVuSans-65 /></g></g><g id=patch_6><path style=fill:#ff7f0e;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 382.582187 78.796562
L 402.582187 78.796562
L 402.582187 71.796562
L 382.582187 71.796562
z
"/></g><g id=text_4><g style=fill:#262626; transform="translate(410.582187 78.796562)scale(0.1 -0.1)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666
L 3309 4666
L 3309 4134
L 1259 4134
L 1259 2759
L 3109 2759
L 3109 2228
L 1259 2228
L 1259 0
L 628 0
L 628 4666
z
"/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759
Q 1497 1759 1228 1600
Q 959 1441 959 1056
Q 959 750 1161 570
Q 1363 391 1709 391
Q 2188 391 2477 730
Q 2766 1069 2766 1631
L 2766 1759
L 2194 1759
z
M 3341 1997
L 3341 0
L 2766 0
L 2766 531
Q 2569 213 2275 61
Q 1981 -91 1556 -91
Q 1019 -91 701 211
Q 384 513 384 1019
Q 384 1609 779 1909
Q 1175 2209 1959 2209
L 2766 2209
L 2766 2266
Q 2766 2663 2505 2880
Q 2244 3097 1772 3097
Q 1472 3097 1187 3025
Q 903 2953 641 2809
L 641 3341
Q 956 3463 1253 3523
Q 1550 3584 1831 3584
Q 2591 3584 2966 3190
Q 3341 2797 3341 1997
z
"/><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
"/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
"/></defs><use xlink:href=#DejaVuSans-46 /><use x=48.394531 xlink:href=#DejaVuSans-61 /><use x=109.673828 xlink:href=#DejaVuSans-6c /><use x=137.457031 xlink:href=#DejaVuSans-73 /><use x=189.556641 xlink:href=#DejaVuSans-65 /></g></g></g></g></g></svg></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_5765192141487457491></a><div class=variable><div class=col-sm-3><p class=h4 title=price><a href=#pp_var_5765192141487457491>price</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><code>MISSING</code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr class=alert><th>Distinct</th><td>669</td></tr><tr><th>Distinct (%)</th><td>0.1%</td></tr><tr class=alert><th>Missing</th><td>459028</td></tr><tr class=alert><th>Missing (%)</th><td>32.9%</td></tr><tr><th>Memory size</th><td>10.6 MiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> $150.00 </th><td width=50%><div class=bar style=width:4.7% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 36646 </td></tr><tr class><th width=50%> $100.00 </th><td width=50%><div class=bar style=width:4.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 31755 </td></tr><tr class><th width=50%> $75.00 </th><td width=50%><div class=bar style=width:3.8% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 29820 </td></tr><tr class><th width=50%> $125.00 </th><td width=50%><div class=bar style=width:3.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 27538 </td></tr><tr class><th width=50%> $65.00 </th><td width=50%><div class=bar style=width:3.4% data-toggle=tooltip data-placement=right data-html=true data-delay=500> </div> 26415 </td></tr><tr class=other><th width=50%> Other values (664) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 782368 </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-5765192141487457491, #minifreqtable5765192141487457491" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-5765192141487457491 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5765192141487457491bottom-5765192141487457491overview aria-controls=5765192141487457491bottom-5765192141487457491overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#5765192141487457491bottom-5765192141487457491string aria-controls=5765192141487457491bottom-5765192141487457491string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#5765192141487457491bottom-5765192141487457491word aria-controls=5765192141487457491bottom-5765192141487457491word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#5765192141487457491bottom-5765192141487457491characters aria-controls=5765192141487457491bottom-5765192141487457491characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=5765192141487457491bottom-5765192141487457491overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>9</td></tr><tr><th>Median length</th><td>7</td></tr><tr><th>Mean length</th><td>6.555124328</td></tr><tr><th>Min length</th><td>6</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>6126039</td></tr><tr><th>Distinct characters</th><td>13</td></tr><tr><th>Distinct categories</th><td>3 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>66 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>< 0.1%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>$85.00</td></tr><tr><th>2nd row</th><td>$85.00</td></tr><tr><th>3rd row</th><td>$85.00</td></tr><tr><th>4th row</th><td>$85.00</td></tr><tr><th>5th row</th><td>$85.00</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5765192141487457491bottom-5765192141487457491string><div class=row><div class=col-sm-6><h4>Common Values</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=$150.00>$150.00</td><td>36646</td><td><div class=bar style=width:5.5%> </div> 2.6% </td></tr><tr class><td title=$100.00>$100.00</td><td>31755</td><td><div class=bar style=width:4.8%> </div> 2.3% </td></tr><tr class><td title=$75.00>$75.00</td><td>29820</td><td><div class=bar style=width:4.5%> </div> 2.1% </td></tr><tr class><td title=$125.00>$125.00</td><td>27538</td><td><div class=bar style=width:4.1%> </div> 2.0% </td></tr><tr class><td title=$65.00>$65.00</td><td>26415</td><td><div class=bar style=width:4.0%> </div> 1.9% </td></tr><tr class><td title=$90.00>$90.00</td><td>24942</td><td><div class=bar style=width:3.7%> </div> 1.8% </td></tr><tr class><td title=$95.00>$95.00</td><td>24327</td><td><div class=bar style=width:3.7%> </div> 1.7% </td></tr><tr class><td title=$99.00>$99.00</td><td>23629</td><td><div class=bar style=width:3.5%> </div> 1.7% </td></tr><tr class><td title=$85.00>$85.00</td><td>23455</td><td><div class=bar style=width:3.5%> </div> 1.7% </td></tr><tr class><td title=$80.00>$80.00</td><td>19817</td><td><div class=bar style=width:3.0%> </div> 1.4% </td></tr><tr class=other><td title="Other values (659)">Other values (659)</td><td>666198</td><td><div class=bar style=width:100.0%> 47.8% </div></td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>459028</td><td><div class=bar style=width:68.9%> 32.9% </div></td></tr></tbody></table></div><div class=col-sm-6><h4>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=288pt version=1.1 viewbox="0 0 432 288" width=432pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:45.803566</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 288
L 432 288
L 432 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 72.925 248.315224
L 421.2 248.315224
L 421.2 10.8
L 72.925 10.8
z
"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(85.084251 275.433338)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584
Q 1688 2584 1439 2293
Q 1191 2003 1191 1497
Q 1191 994 1439 701
Q 1688 409 2113 409
Q 2538 409 2786 701
Q 3034 994 3034 1497
Q 3034 2003 2786 2293
Q 2538 2584 2113 2584
z
M 3366 4563
L 3366 3988
Q 3128 4100 2886 4159
Q 2644 4219 2406 4219
Q 1781 4219 1451 3797
Q 1122 3375 1075 2522
Q 1259 2794 1537 2939
Q 1816 3084 2150 3084
Q 2853 3084 3261 2657
Q 3669 2231 3669 1497
Q 3669 778 3244 343
Q 2819 -91 2113 -91
Q 1303 -91 875 529
Q 447 1150 447 2328
Q 447 3434 972 4092
Q 1497 4750 2381 4750
Q 2619 4750 2861 4703
Q 3103 4656 3366 4563
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/></defs><use xlink:href=#DejaVuSans-36 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style=fill:#262626; transform="translate(137.85319 275.433338)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666
L 3169 4666
L 3169 4134
L 1269 4134
L 1269 2991
Q 1406 3038 1543 3061
Q 1681 3084 1819 3084
Q 2600 3084 3056 2656
Q 3513 2228 3513 1497
Q 3513 744 3044 326
Q 2575 -91 1722 -91
Q 1428 -91 1123 -41
Q 819 9 494 109
L 494 744
Q 775 591 1075 516
Q 1375 441 1709 441
Q 2250 441 2565 725
Q 2881 1009 2881 1497
Q 2881 1984 2565 2268
Q 2250 2553 1709 2553
Q 1456 2553 1204 2497
Q 953 2441 691 2322
L 691 4666
z
"/></defs><use xlink:href=#DejaVuSans-36 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-35 /></g></g></g><g id=xtick_3><g id=text_3><g style=fill:#262626; transform="translate(190.62213 275.433338)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/></defs><use xlink:href=#DejaVuSans-37 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_4><g id=text_4><g style=fill:#262626; transform="translate(243.391069 275.433338)rotate(-45)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-37 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-35 /></g></g></g><g id=xtick_5><g id=text_5><g style=fill:#262626; transform="translate(296.160008 275.433338)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216
Q 1584 2216 1326 1975
Q 1069 1734 1069 1313
Q 1069 891 1326 650
Q 1584 409 2034 409
Q 2484 409 2743 651
Q 3003 894 3003 1313
Q 3003 1734 2745 1975
Q 2488 2216 2034 2216
z
M 1403 2484
Q 997 2584 770 2862
Q 544 3141 544 3541
Q 544 4100 942 4425
Q 1341 4750 2034 4750
Q 2731 4750 3128 4425
Q 3525 4100 3525 3541
Q 3525 3141 3298 2862
Q 3072 2584 2669 2484
Q 3125 2378 3379 2068
Q 3634 1759 3634 1313
Q 3634 634 3220 271
Q 2806 -91 2034 -91
Q 1263 -91 848 271
Q 434 634 434 1313
Q 434 1759 690 2068
Q 947 2378 1403 2484
z
M 1172 3481
Q 1172 3119 1398 2916
Q 1625 2713 2034 2713
Q 2441 2713 2670 2916
Q 2900 3119 2900 3481
Q 2900 3844 2670 4047
Q 2441 4250 2034 4250
Q 1625 4250 1398 4047
Q 1172 3844 1172 3481
z
"/></defs><use xlink:href=#DejaVuSans-38 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_6><g id=text_6><g style=fill:#262626; transform="translate(348.928948 275.433338)rotate(-45)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-38 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-35 /></g></g></g><g id=xtick_7><g id=text_7><g style=fill:#262626; transform="translate(401.697887 275.433338)rotate(-45)scale(0.1 -0.1)"><defs><path id=DejaVuSans-39 transform=scale(0.015625) d="M 703 97
L 703 672
Q 941 559 1184 500
Q 1428 441 1663 441
Q 2288 441 2617 861
Q 2947 1281 2994 2138
Q 2813 1869 2534 1725
Q 2256 1581 1919 1581
Q 1219 1581 811 2004
Q 403 2428 403 3163
Q 403 3881 828 4315
Q 1253 4750 1959 4750
Q 2769 4750 3195 4129
Q 3622 3509 3622 2328
Q 3622 1225 3098 567
Q 2575 -91 1691 -91
Q 1453 -91 1209 -44
Q 966 3 703 97
z
M 1959 2075
Q 2384 2075 2632 2365
Q 2881 2656 2881 3163
Q 2881 3666 2632 3958
Q 2384 4250 1959 4250
Q 1534 4250 1286 3958
Q 1038 3666 1038 3163
Q 1038 2656 1286 2365
Q 1534 2075 1959 2075
z
"/></defs><use xlink:href=#DejaVuSans-39 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_8><g style=fill:#262626; transform="translate(56.0625 252.114442)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_9><g style=fill:#262626; transform="translate(24.25 208.33532)scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /><use x=318.115234 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_3><g id=text_10><g style=fill:#262626; transform="translate(24.25 164.556197)scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-32 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /><use x=318.115234 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_4><g id=text_11><g style=fill:#262626; transform="translate(24.25 120.777075)scale(0.1 -0.1)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516
Q 3050 2419 3304 2112
Q 3559 1806 3559 1356
Q 3559 666 3084 287
Q 2609 -91 1734 -91
Q 1441 -91 1130 -33
Q 819 25 488 141
L 488 750
Q 750 597 1062 519
Q 1375 441 1716 441
Q 2309 441 2620 675
Q 2931 909 2931 1356
Q 2931 1769 2642 2001
Q 2353 2234 1838 2234
L 1294 2234
L 1294 2753
L 1863 2753
Q 2328 2753 2575 2939
Q 2822 3125 2822 3475
Q 2822 3834 2567 4026
Q 2313 4219 1838 4219
Q 1578 4219 1281 4162
Q 984 4106 628 3988
L 628 4550
Q 988 4650 1302 4700
Q 1616 4750 1894 4750
Q 2613 4750 3031 4423
Q 3450 4097 3450 3541
Q 3450 3153 3228 2886
Q 3006 2619 2597 2516
z
"/></defs><use xlink:href=#DejaVuSans-33 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /><use x=318.115234 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_5><g id=text_12><g style=fill:#262626; transform="translate(24.25 76.997952)scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
"/></defs><use xlink:href=#DejaVuSans-34 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /><use x=318.115234 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_6><g id=text_13><g style=fill:#262626; transform="translate(24.25 33.21883)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-35 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /><use x=190.869141 xlink:href=#DejaVuSans-30 /><use x=254.492188 xlink:href=#DejaVuSans-30 /><use x=318.115234 xlink:href=#DejaVuSans-30 /></g></g></g><g id=text_14><g style=fill:#262626; transform="translate(17.962344 157.970268)rotate(-90)scale(0.11 -0.11)"><defs><path id=DejaVuSans-46 transform=scale(0.015625) d="M 628 4666
L 3309 4666
L 3309 4134
L 1259 4134
L 1259 2759
L 3109 2759
L 3109 2228
L 1259 2228
L 1259 0
L 628 0
L 628 4666
z
"/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963
Q 2534 3019 2420 3045
Q 2306 3072 2169 3072
Q 1681 3072 1420 2755
Q 1159 2438 1159 1844
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1341 3275 1631 3429
Q 1922 3584 2338 3584
Q 2397 3584 2469 3576
Q 2541 3569 2628 3553
L 2631 2963
z
"/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/><path id=DejaVuSans-71 transform=scale(0.015625) d="M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
M 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
L 2906 3500
L 3481 3500
L 3481 -1331
L 2906 -1331
L 2906 525
z
"/><path id=DejaVuSans-75 transform=scale(0.015625) d="M 544 1381
L 544 3500
L 1119 3500
L 1119 1403
Q 1119 906 1312 657
Q 1506 409 1894 409
Q 2359 409 2629 706
Q 2900 1003 2900 1516
L 2900 3500
L 3475 3500
L 3475 0
L 2900 0
L 2900 538
Q 2691 219 2414 64
Q 2138 -91 1772 -91
Q 1169 -91 856 284
Q 544 659 544 1381
z
M 1991 3584
L 1991 3584
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366
L 3122 2828
Q 2878 2963 2633 3030
Q 2388 3097 2138 3097
Q 1578 3097 1268 2742
Q 959 2388 959 1747
Q 959 1106 1268 751
Q 1578 397 2138 397
Q 2388 397 2633 464
Q 2878 531 3122 666
L 3122 134
Q 2881 22 2623 -34
Q 2366 -91 2075 -91
Q 1284 -91 818 406
Q 353 903 353 1747
Q 353 2603 823 3093
Q 1294 3584 2113 3584
Q 2378 3584 2631 3529
Q 2884 3475 3122 3366
z
"/><path id=DejaVuSans-79 transform=scale(0.015625) d="M 2059 -325
Q 1816 -950 1584 -1140
Q 1353 -1331 966 -1331
L 506 -1331
L 506 -850
L 844 -850
Q 1081 -850 1212 -737
Q 1344 -625 1503 -206
L 1606 56
L 191 3500
L 800 3500
L 1894 763
L 2988 3500
L 3597 3500
L 2059 -325
z
"/></defs><use xlink:href=#DejaVuSans-46 /><use x=50.269531 xlink:href=#DejaVuSans-72 /><use x=89.132812 xlink:href=#DejaVuSans-65 /><use x=150.65625 xlink:href=#DejaVuSans-71 /><use x=214.132812 xlink:href=#DejaVuSans-75 /><use x=277.511719 xlink:href=#DejaVuSans-65 /><use x=339.035156 xlink:href=#DejaVuSans-6e /><use x=402.414062 xlink:href=#DejaVuSans-63 /><use x=457.394531 xlink:href=#DejaVuSans-79 /></g></g></g><g id=patch_3><path clip-path=url(#p054d2230bb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 88.755682 248.315224
L 194.293561 248.315224
L 194.293561 65.691052
L 88.755682 65.691052
z
"/></g><g id=patch_4><path clip-path=url(#p054d2230bb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 194.293561 248.315224
L 299.831439 248.315224
L 299.831439 22.110249
L 194.293561 22.110249
z
"/></g><g id=patch_5><path clip-path=url(#p054d2230bb) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 299.831439 248.315224
L 405.369318 248.315224
L 405.369318 248.010083
L 299.831439 248.010083
z
"/></g><g id=patch_6><path style=fill:none; d="M 72.925 248.315224
L 72.925 10.8
"/></g><g id=patch_7><path style=fill:none; d="M 421.2 248.315224
L 421.2 10.8
"/></g><g id=patch_8><path style=fill:none; d="M 72.925 248.315224
L 421.2 248.315224
"/></g><g id=patch_9><path style=fill:none; d="M 72.925 10.8
L 421.2 10.8
"/></g></g></g><defs><clippath id=p054d2230bb><rect height=237.515224 width=348.275 x=72.925 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5765192141487457491bottom-5765192141487457491word><div class=col-sm-12><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=150.00>150.00</td><td>36646</td><td><div class=bar style=width:5.5%> </div> 3.9% </td></tr><tr class><td title=100.00>100.00</td><td>31755</td><td><div class=bar style=width:4.8%> </div> 3.4% </td></tr><tr class><td title=75.00>75.00</td><td>29820</td><td><div class=bar style=width:4.5%> </div> 3.2% </td></tr><tr class><td title=125.00>125.00</td><td>27538</td><td><div class=bar style=width:4.1%> </div> 2.9% </td></tr><tr class><td title=65.00>65.00</td><td>26415</td><td><div class=bar style=width:4.0%> </div> 2.8% </td></tr><tr class><td title=90.00>90.00</td><td>24942</td><td><div class=bar style=width:3.7%> </div> 2.7% </td></tr><tr class><td title=95.00>95.00</td><td>24327</td><td><div class=bar style=width:3.7%> </div> 2.6% </td></tr><tr class><td title=99.00>99.00</td><td>23629</td><td><div class=bar style=width:3.5%> </div> 2.5% </td></tr><tr class><td title=85.00>85.00</td><td>23455</td><td><div class=bar style=width:3.5%> </div> 2.5% </td></tr><tr class><td title=80.00>80.00</td><td>19817</td><td><div class=bar style=width:3.0%> </div> 2.1% </td></tr><tr class=other><td title="Other values (659)">Other values (659)</td><td>666198</td><td><div class=bar style=width:100.0%> 71.3% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5765192141487457491bottom-5765192141487457491characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5765192141487457491unicode-5765192141487457491characters aria-controls=5765192141487457491unicode-5765192141487457491characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#5765192141487457491unicode-5765192141487457491categories aria-controls=5765192141487457491unicode-5765192141487457491categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#5765192141487457491unicode-5765192141487457491scripts aria-controls=5765192141487457491unicode-5765192141487457491scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#5765192141487457491unicode-5765192141487457491blocks aria-controls=5765192141487457491unicode-5765192141487457491blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=5765192141487457491unicode-5765192141487457491characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>2298464</td><td><div class=bar style=width:100.0%> 37.5% </div></td></tr><tr class><td title=$>$</td><td>934542</td><td><div class=bar style=width:40.7%> 15.3% </div></td></tr><tr class><td title=.>.</td><td>934542</td><td><div class=bar style=width:40.7%> 15.3% </div></td></tr><tr class><td title=1>1</td><td>431978</td><td><div class=bar style=width:18.8%> </div> 7.1% </td></tr><tr class><td title=5>5</td><td>427863</td><td><div class=bar style=width:18.6%> </div> 7.0% </td></tr><tr class><td title=9>9</td><td>263820</td><td><div class=bar style=width:11.5%> </div> 4.3% </td></tr><tr class><td title=2>2</td><td>216940</td><td><div class=bar style=width:9.4%> </div> 3.5% </td></tr><tr class><td title=7>7</td><td>138000</td><td><div class=bar style=width:6.0%> </div> 2.3% </td></tr><tr class><td title=8>8</td><td>128196</td><td><div class=bar style=width:5.6%> </div> 2.1% </td></tr><tr class><td title=6>6</td><td>119875</td><td><div class=bar style=width:5.2%> </div> 2.0% </td></tr><tr class=other><td title="Other values (3)">Other values (3)</td><td>231819</td><td><div class=bar style=width:10.1%> </div> 3.8% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5765192141487457491unicode-5765192141487457491categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number">Decimal Number</td><td>4256258</td><td><div class=bar style=width:100.0%> 69.5% </div></td></tr><tr class><td title="Other Punctuation">Other Punctuation</td><td>935239</td><td><div class=bar style=width:22.0%> </div> 15.3% </td></tr><tr class><td title="Currency Symbol">Currency Symbol</td><td>934542</td><td><div class=bar style=width:22.0%> </div> 15.3% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-6><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>2298464</td><td><div class=bar style=width:100.0%> 54.0% </div></td></tr><tr class><td title=1>1</td><td>431978</td><td><div class=bar style=width:18.8%> </div> 10.1% </td></tr><tr class><td title=5>5</td><td>427863</td><td><div class=bar style=width:18.6%> </div> 10.1% </td></tr><tr class><td title=9>9</td><td>263820</td><td><div class=bar style=width:11.5%> </div> 6.2% </td></tr><tr class><td title=2>2</td><td>216940</td><td><div class=bar style=width:9.4%> </div> 5.1% </td></tr><tr class><td title=7>7</td><td>138000</td><td><div class=bar style=width:6.0%> </div> 3.2% </td></tr><tr class><td title=8>8</td><td>128196</td><td><div class=bar style=width:5.6%> </div> 3.0% </td></tr><tr class><td title=6>6</td><td>119875</td><td><div class=bar style=width:5.2%> </div> 2.8% </td></tr><tr class><td title=4>4</td><td>119803</td><td><div class=bar style=width:5.2%> </div> 2.8% </td></tr><tr class><td title=3>3</td><td>111319</td><td><div class=bar style=width:4.8%> </div> 2.6% </td></tr></tbody></table></div><div class=col-sm-6><h5><em>Other Punctuation</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=.>.</td><td>934542</td><td><div class=bar style=width:100.0%> 99.9% </div></td></tr><tr class><td title=,>,</td><td>697</td><td><div class=bar style=width:0.1%> </div> 0.1% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-6><h5><em>Currency Symbol</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=$>$</td><td>934542</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5765192141487457491unicode-5765192141487457491scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common>Common</td><td>6126039</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-6><h5><em>Common</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>2298464</td><td><div class=bar style=width:100.0%> 37.5% </div></td></tr><tr class><td title=$>$</td><td>934542</td><td><div class=bar style=width:40.7%> 15.3% </div></td></tr><tr class><td title=.>.</td><td>934542</td><td><div class=bar style=width:40.7%> 15.3% </div></td></tr><tr class><td title=1>1</td><td>431978</td><td><div class=bar style=width:18.8%> </div> 7.1% </td></tr><tr class><td title=5>5</td><td>427863</td><td><div class=bar style=width:18.6%> </div> 7.0% </td></tr><tr class><td title=9>9</td><td>263820</td><td><div class=bar style=width:11.5%> </div> 4.3% </td></tr><tr class><td title=2>2</td><td>216940</td><td><div class=bar style=width:9.4%> </div> 3.5% </td></tr><tr class><td title=7>7</td><td>138000</td><td><div class=bar style=width:6.0%> </div> 2.3% </td></tr><tr class><td title=8>8</td><td>128196</td><td><div class=bar style=width:5.6%> </div> 2.1% </td></tr><tr class><td title=6>6</td><td>119875</td><td><div class=bar style=width:5.2%> </div> 2.0% </td></tr><tr class=other><td title="Other values (3)">Other values (3)</td><td>231819</td><td><div class=bar style=width:10.1%> </div> 3.8% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5765192141487457491unicode-5765192141487457491blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII>ASCII</td><td>6126039</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-6><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>2298464</td><td><div class=bar style=width:100.0%> 37.5% </div></td></tr><tr class><td title=$>$</td><td>934542</td><td><div class=bar style=width:40.7%> 15.3% </div></td></tr><tr class><td title=.>.</td><td>934542</td><td><div class=bar style=width:40.7%> 15.3% </div></td></tr><tr class><td title=1>1</td><td>431978</td><td><div class=bar style=width:18.8%> </div> 7.1% </td></tr><tr class><td title=5>5</td><td>427863</td><td><div class=bar style=width:18.6%> </div> 7.0% </td></tr><tr class><td title=9>9</td><td>263820</td><td><div class=bar style=width:11.5%> </div> 4.3% </td></tr><tr class><td title=2>2</td><td>216940</td><td><div class=bar style=width:9.4%> </div> 3.5% </td></tr><tr class><td title=7>7</td><td>138000</td><td><div class=bar style=width:6.0%> </div> 2.3% </td></tr><tr class><td title=8>8</td><td>128196</td><td><div class=bar style=width:5.6%> </div> 2.1% </td></tr><tr class><td title=6>6</td><td>119875</td><td><div class=bar style=width:5.2%> </div> 2.0% </td></tr><tr class=other><td title="Other values (3)">Other values (3)</td><td>231819</td><td><div class=bar style=width:10.1%> </div> 3.8% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row header"><a class=anchor-pos id=interactions></a><h1 class=page-header>Interactions</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#interactions-interactions_listing_id aria-controls=interactions-interactions_listing_id role=tab data-toggle=tab>listing_id</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=interactions-interactions_listing_id><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#interactions_listing_id-interactions_listing_id_listing_id aria-controls=interactions_listing_id-interactions_listing_id_listing_id role=tab data-toggle=tab>listing_id</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=interactions_listing_id-interactions_listing_id_listing_id><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=396pt version=1.1 viewbox="0 0 576 396" width=576pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:40.750043</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 396
L 576 396
L 576 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 72 346.5
L 518.4 346.5
L 518.4 47.52
L 72 47.52
z
"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(84.208417 364.598437)scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_2><g id=text_2><g style=fill:#262626; transform="translate(162.727301 364.598437)scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /></g></g></g><g id=xtick_3><g id=text_3><g style=fill:#262626; transform="translate(241.246186 364.598437)scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-34 /></g></g></g><g id=xtick_4><g id=text_4><g style=fill:#262626; transform="translate(319.765071 364.598437)scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584
Q 1688 2584 1439 2293
Q 1191 2003 1191 1497
Q 1191 994 1439 701
Q 1688 409 2113 409
Q 2538 409 2786 701
Q 3034 994 3034 1497
Q 3034 2003 2786 2293
Q 2538 2584 2113 2584
z
M 3366 4563
L 3366 3988
Q 3128 4100 2886 4159
Q 2644 4219 2406 4219
Q 1781 4219 1451 3797
Q 1122 3375 1075 2522
Q 1259 2794 1537 2939
Q 1816 3084 2150 3084
Q 2853 3084 3261 2657
Q 3669 2231 3669 1497
Q 3669 778 3244 343
Q 2819 -91 2113 -91
Q 1303 -91 875 529
Q 447 1150 447 2328
Q 447 3434 972 4092
Q 1497 4750 2381 4750
Q 2619 4750 2861 4703
Q 3103 4656 3366 4563
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-36 /></g></g></g><g id=xtick_5><g id=text_5><g style=fill:#262626; transform="translate(398.283955 364.598437)scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216
Q 1584 2216 1326 1975
Q 1069 1734 1069 1313
Q 1069 891 1326 650
Q 1584 409 2034 409
Q 2484 409 2743 651
Q 3003 894 3003 1313
Q 3003 1734 2745 1975
Q 2488 2216 2034 2216
z
M 1403 2484
Q 997 2584 770 2862
Q 544 3141 544 3541
Q 544 4100 942 4425
Q 1341 4750 2034 4750
Q 2731 4750 3128 4425
Q 3525 4100 3525 3541
Q 3525 3141 3298 2862
Q 3072 2584 2669 2484
Q 3125 2378 3379 2068
Q 3634 1759 3634 1313
Q 3634 634 3220 271
Q 2806 -91 2034 -91
Q 1263 -91 848 271
Q 434 634 434 1313
Q 434 1759 690 2068
Q 947 2378 1403 2484
z
M 1172 3481
Q 1172 3119 1398 2916
Q 1625 2713 2034 2713
Q 2441 2713 2670 2916
Q 2900 3119 2900 3481
Q 2900 3844 2670 4047
Q 2441 4250 2034 4250
Q 1625 4250 1398 4047
Q 1172 3844 1172 3481
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-38 /></g></g></g><g id=xtick_6><g id=text_6><g style=fill:#262626; transform="translate(476.80284 364.598437)scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=text_7><g style=fill:#262626; transform="translate(270.847891 379.036406)scale(0.11 -0.11)"><defs><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
"/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500
L 1178 3500
L 1178 0
L 603 0
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
"/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
"/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494
L 1172 3500
L 2356 3500
L 2356 3053
L 1172 3053
L 1172 1153
Q 1172 725 1289 603
Q 1406 481 1766 481
L 2356 481
L 2356 0
L 1766 0
Q 1100 0 847 248
Q 594 497 594 1153
L 594 3053
L 172 3053
L 172 3500
L 594 3500
L 594 4494
L 1172 4494
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791
Q 2906 2416 2648 2759
Q 2391 3103 1925 3103
Q 1463 3103 1205 2759
Q 947 2416 947 1791
Q 947 1169 1205 825
Q 1463 481 1925 481
Q 2391 481 2648 825
Q 2906 1169 2906 1791
z
M 3481 434
Q 3481 -459 3084 -895
Q 2688 -1331 1869 -1331
Q 1566 -1331 1297 -1286
Q 1028 -1241 775 -1147
L 775 -588
Q 1028 -725 1275 -790
Q 1522 -856 1778 -856
Q 2344 -856 2625 -561
Q 2906 -266 2906 331
L 2906 616
Q 2728 306 2450 153
Q 2172 0 1784 0
Q 1141 0 747 490
Q 353 981 353 1791
Q 353 2603 747 3093
Q 1141 3584 1784 3584
Q 2172 3584 2450 3431
Q 2728 3278 2906 2969
L 2906 3500
L 3481 3500
L 3481 434
z
"/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063
L 3263 -1509
L -63 -1509
L -63 -1063
L 3263 -1063
z
"/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969
L 2906 4863
L 3481 4863
L 3481 0
L 2906 0
L 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
z
M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
"/></defs><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g><g id=text_8><g style=fill:#262626; transform="translate(499.521875 377.276563)scale(0.1 -0.1)"><defs><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-65 /><use x=125.146484 xlink:href=#DejaVuSans-37 /></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_9><g style=fill:#262626; transform="translate(45.596875 336.79691)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_10><g style=fill:#262626; transform="translate(45.596875 284.208254)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_3><g id=text_11><g style=fill:#262626; transform="translate(45.596875 231.619598)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_4><g id=text_12><g style=fill:#262626; transform="translate(45.596875 179.030941)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_5><g id=text_13><g style=fill:#262626; transform="translate(45.596875 126.442285)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-38 /></g></g></g><g id=ytick_6><g id=text_14><g style=fill:#262626; transform="translate(45.596875 73.853629)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=text_15><g style=fill:#262626; transform="translate(39.003281 221.362109)rotate(-90)scale(0.11 -0.11)"><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g><g id=text_16><g style=fill:#262626; transform="translate(72 44.52)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-65 /><use x=125.146484 xlink:href=#DejaVuSans-37 /></g></g></g><g id=PolyCollection_1><defs><path id=C0_0_20cfa0e340 d="M 105.687252 -57.339808
L 105.687252 -68.664808
L 92.159979 -74.327308
L 78.632707 -68.664808
L 78.632707 -57.339808
L 92.159979 -51.677308
z
"/></defs><g clip-path=url(#pe0ba11e436)><use style=fill:#95b8d6;stroke:#95b8d6; x=0.13093 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=0.13093 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=0.13093 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=0.13093 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=0.13093 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=0.13093 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=0.13093 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=0.13093 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=0.13093 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=27.185475 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=27.185475 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=27.185475 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=27.185475 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=27.185475 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=27.185475 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=27.185475 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=27.185475 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=27.185475 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=54.240021 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#89b0d2;stroke:#89b0d2; x=54.240021 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=54.240021 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=54.240021 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=54.240021 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=54.240021 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=54.240021 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=54.240021 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=54.240021 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=81.294566 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=81.294566 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#e3e9ee;stroke:#e3e9ee; x=81.294566 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=81.294566 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=81.294566 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=81.294566 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=81.294566 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=81.294566 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=81.294566 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=108.349112 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=108.349112 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#a4c1db;stroke:#a4c1db; x=108.349112 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=108.349112 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=108.349112 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=108.349112 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=108.349112 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=108.349112 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=108.349112 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=135.403657 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=135.403657 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=135.403657 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#a3c0da;stroke:#a3c0da; x=135.403657 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=135.403657 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=135.403657 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=135.403657 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=135.403657 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=135.403657 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=162.458203 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=162.458203 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=162.458203 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#76a4cc;stroke:#76a4cc; x=162.458203 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=162.458203 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=162.458203 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=162.458203 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=162.458203 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=162.458203 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=189.512748 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=189.512748 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=189.512748 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=189.512748 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#a5c2db;stroke:#a5c2db; x=189.512748 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=189.512748 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=189.512748 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=189.512748 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=189.512748 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=216.567293 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=216.567293 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=216.567293 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=216.567293 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#a1bfda;stroke:#a1bfda; x=216.567293 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=216.567293 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=216.567293 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=216.567293 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=216.567293 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=243.621839 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=243.621839 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=243.621839 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=243.621839 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=243.621839 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#73a2cb;stroke:#73a2cb; x=243.621839 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=243.621839 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=243.621839 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=243.621839 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=270.676384 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=270.676384 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=270.676384 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=270.676384 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=270.676384 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#7aa7cd;stroke:#7aa7cd; x=270.676384 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=270.676384 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=270.676384 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=270.676384 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=297.73093 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=297.73093 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=297.73093 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=297.73093 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=297.73093 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=297.73093 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#337ab7;stroke:#337ab7; x=297.73093 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=297.73093 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=297.73093 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=324.785475 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=324.785475 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=324.785475 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=324.785475 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=324.785475 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=324.785475 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#c5d6e5;stroke:#c5d6e5; x=324.785475 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=324.785475 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=324.785475 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=351.840021 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=351.840021 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=351.840021 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=351.840021 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=351.840021 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=351.840021 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=351.840021 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#5992c3;stroke:#5992c3; x=351.840021 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=351.840021 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=378.894566 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=378.894566 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=378.894566 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=378.894566 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=378.894566 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=378.894566 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=378.894566 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=378.894566 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=378.894566 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=405.949112 xlink:href=#C0_0_20cfa0e340 y=395.912308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=405.949112 xlink:href=#C0_0_20cfa0e340 y=361.937308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=405.949112 xlink:href=#C0_0_20cfa0e340 y=327.962308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=405.949112 xlink:href=#C0_0_20cfa0e340 y=293.987308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=405.949112 xlink:href=#C0_0_20cfa0e340 y=260.012308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=405.949112 xlink:href=#C0_0_20cfa0e340 y=226.037308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=405.949112 xlink:href=#C0_0_20cfa0e340 y=192.062308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=405.949112 xlink:href=#C0_0_20cfa0e340 y=158.087308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#c3d4e4;stroke:#c3d4e4; x=405.949112 xlink:href=#C0_0_20cfa0e340 y=124.112308 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#93b7d5;stroke:#93b7d5; x=13.658203 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=13.658203 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=13.658203 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=13.658203 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=13.658203 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=13.658203 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=13.658203 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=13.658203 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#9fbed9;stroke:#9fbed9; x=40.712748 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=40.712748 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=40.712748 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=40.712748 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=40.712748 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=40.712748 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=40.712748 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=40.712748 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=67.767293 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#95b7d6;stroke:#95b7d6; x=67.767293 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=67.767293 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=67.767293 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=67.767293 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=67.767293 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=67.767293 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=67.767293 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=94.821839 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#d8e2eb;stroke:#d8e2eb; x=94.821839 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=94.821839 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=94.821839 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=94.821839 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=94.821839 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=94.821839 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=94.821839 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=121.876384 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=121.876384 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#8bb1d3;stroke:#8bb1d3; x=121.876384 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=121.876384 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=121.876384 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=121.876384 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=121.876384 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=121.876384 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=148.93093 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=148.93093 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=148.93093 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=148.93093 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=148.93093 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=148.93093 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=148.93093 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=148.93093 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=175.985475 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=175.985475 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=175.985475 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#6d9fc9;stroke:#6d9fc9; x=175.985475 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=175.985475 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=175.985475 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=175.985475 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=175.985475 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=203.040021 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=203.040021 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=203.040021 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=203.040021 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=203.040021 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=203.040021 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=203.040021 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=203.040021 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=230.094566 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=230.094566 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=230.094566 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=230.094566 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#93b7d5;stroke:#93b7d5; x=230.094566 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=230.094566 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=230.094566 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=230.094566 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=257.149112 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=257.149112 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=257.149112 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=257.149112 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=257.149112 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=257.149112 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=257.149112 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=257.149112 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=284.203657 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=284.203657 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=284.203657 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=284.203657 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=284.203657 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#4e8bbf;stroke:#4e8bbf; x=284.203657 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=284.203657 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=284.203657 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=311.258203 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=311.258203 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=311.258203 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=311.258203 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=311.258203 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=311.258203 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#95b8d6;stroke:#95b8d6; x=311.258203 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=311.258203 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=338.312748 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=338.312748 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=338.312748 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=338.312748 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=338.312748 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=338.312748 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#6298c6;stroke:#6298c6; x=338.312748 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=338.312748 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=365.367293 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=365.367293 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=365.367293 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=365.367293 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=365.367293 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=365.367293 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=365.367293 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#7da9ce;stroke:#7da9ce; x=365.367293 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=392.421839 xlink:href=#C0_0_20cfa0e340 y=378.924808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=392.421839 xlink:href=#C0_0_20cfa0e340 y=344.949808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=392.421839 xlink:href=#C0_0_20cfa0e340 y=310.974808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=392.421839 xlink:href=#C0_0_20cfa0e340 y=276.999808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=392.421839 xlink:href=#C0_0_20cfa0e340 y=243.024808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=392.421839 xlink:href=#C0_0_20cfa0e340 y=209.049808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#f0f1f2;stroke:#f0f1f2; x=392.421839 xlink:href=#C0_0_20cfa0e340 y=175.074808 /></g><g clip-path=url(#pe0ba11e436)><use style=fill:#9dbdd8;stroke:#9dbdd8; x=392.421839 xlink:href=#C0_0_20cfa0e340 y=141.099808 /></g></g><g id=patch_3><path style=fill:none; d="M 72 346.5
L 72 47.52
"/></g><g id=patch_4><path style=fill:none; d="M 518.4 346.5
L 518.4 47.52
"/></g><g id=patch_5><path style=fill:none; d="M 72 346.5
L 518.4 346.5
"/></g><g id=patch_6><path style=fill:none; d="M 72 47.52
L 518.4 47.52
"/></g></g></g><defs><clippath id=pe0ba11e436><rect height=298.98 width=446.4 x=72 y=47.52 /></clippath></defs></svg></div></div></div></div></div></div></div><div class="row header"><a class=anchor-pos id=correlations></a><h1 class=page-header>Correlations</h1></div><div class=section-items><div class="row spacing"><button id=toggle-correlation-description class="btn btn-default btn-sm" style="float: right" data-toggle=collapse>Toggle correlation descriptions</button><script>
var waitForJQuery = setInterval(function () {
if (typeof $ != 'undefined') {
$(function() {
$('#toggle-correlation-description').click(function () {
$('.correlation-description').toggle();
$('.correlation-diagram').toggleClass('col-sm-6').toggleClass('col-sm-12');
}).click();
});
clearInterval(waitForJQuery);
}
}, 10);
</script><div style=display:inline><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#correlations_tab-pearson aria-controls=correlations_tab-pearson role=tab data-toggle=tab>Pearson's r</a></li><li role=presentation><a href=#correlations_tab-spearman aria-controls=correlations_tab-spearman role=tab data-toggle=tab>Spearman's ρ</a></li><li role=presentation><a href=#correlations_tab-kendall aria-controls=correlations_tab-kendall role=tab data-toggle=tab>Kendall's τ</a></li><li role=presentation><a href=#correlations_tab-phi_k aria-controls=correlations_tab-phi_k role=tab data-toggle=tab>Phik (φk)</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=correlations_tab-pearson><div class="col-sm-6 correlation-diagram"><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=396pt version=1.1 viewbox="0 0 576 396" width=576pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:45.967766</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 396
L 576 396
L 576 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 159.84 316.8
L 429.12 316.8
L 429.12 47.52
L 159.84 47.52
z
"/></g><g clip-path=url(#pf1b0987a69)><image height=270 id=imageeb3109dc68 transform="scale(1 -1)translate(0 -270)" width=270 x=159.84 y=-46.8 xlink:href="data:image/png;base64,
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"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(297.100313 371.576562)rotate(-90)scale(0.1 -0.1)"><defs><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
"/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500
L 1178 3500
L 1178 0
L 603 0
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
"/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
"/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494
L 1172 3500
L 2356 3500
L 2356 3053
L 1172 3053
L 1172 1153
Q 1172 725 1289 603
Q 1406 481 1766 481
L 2356 481
L 2356 0
L 1766 0
Q 1100 0 847 248
Q 594 497 594 1153
L 594 3053
L 172 3053
L 172 3500
L 594 3500
L 594 4494
L 1172 4494
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791
Q 2906 2416 2648 2759
Q 2391 3103 1925 3103
Q 1463 3103 1205 2759
Q 947 2416 947 1791
Q 947 1169 1205 825
Q 1463 481 1925 481
Q 2391 481 2648 825
Q 2906 1169 2906 1791
z
M 3481 434
Q 3481 -459 3084 -895
Q 2688 -1331 1869 -1331
Q 1566 -1331 1297 -1286
Q 1028 -1241 775 -1147
L 775 -588
Q 1028 -725 1275 -790
Q 1522 -856 1778 -856
Q 2344 -856 2625 -561
Q 2906 -266 2906 331
L 2906 616
Q 2728 306 2450 153
Q 2172 0 1784 0
Q 1141 0 747 490
Q 353 981 353 1791
Q 353 2603 747 3093
Q 1141 3584 1784 3584
Q 2172 3584 2450 3431
Q 2728 3278 2906 2969
L 2906 3500
L 3481 3500
L 3481 434
z
"/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063
L 3263 -1509
L -63 -1509
L -63 -1063
L 3263 -1063
z
"/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969
L 2906 4863
L 3481 4863
L 3481 0
L 2906 0
L 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
z
M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
"/></defs><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_2><g style=fill:#262626; transform="translate(105.063438 185.959219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g></g><g id=patch_3><path style=fill:none; d="M 159.84 316.8
L 159.84 47.52
"/></g><g id=patch_4><path style=fill:none; d="M 429.12 316.8
L 429.12 47.52
"/></g><g id=patch_5><path style=fill:none; d="M 159.84 316.8
L 429.12 316.8
"/></g><g id=patch_6><path style=fill:none; d="M 159.84 47.52
L 429.12 47.52
"/></g></g><g id=axes_2><g id=patch_7><path style=fill:#ffffff; d="M 451.44 316.8
L 464.904 316.8
L 464.904 47.52
L 451.44 47.52
z
"/></g><g id=patch_8><path clip-path=url(#paafce75fbb) style=fill:#ffffff;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.01; d="M 451.44 316.8
L 451.44 315.748125
L 451.44 48.571875
L 451.44 47.52
L 464.904 47.52
L 464.904 48.571875
L 464.904 315.748125
L 464.904 316.8
L 464.904 316.8
z
"/></g><g id=matplotlib.axis_3 /><g id=matplotlib.axis_4><g id=ytick_2><g id=line2d_1><defs><path id=m28110fabdf style=stroke:#262626; d="M 0 0
L 3.5 0
"/></defs><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m28110fabdf y=316.8 /></g></g><g id=text_3><g style=fill:#262626; transform="translate(475.404 320.599219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-2212 transform=scale(0.015625) d="M 678 2272
L 4684 2272
L 4684 1741
L 678 1741
L 678 2272
z
"/><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/></defs><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-31 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-30 /><use x=242.822266 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_3><g id=line2d_2><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m28110fabdf y=283.14 /></g></g><g id=text_4><g style=fill:#262626; transform="translate(475.404 286.939219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666
L 3169 4666
L 3169 4134
L 1269 4134
L 1269 2991
Q 1406 3038 1543 3061
Q 1681 3084 1819 3084
Q 2600 3084 3056 2656
Q 3513 2228 3513 1497
Q 3513 744 3044 326
Q 2575 -91 1722 -91
Q 1428 -91 1123 -41
Q 819 9 494 109
L 494 744
Q 775 591 1075 516
Q 1375 441 1709 441
Q 2250 441 2565 725
Q 2881 1009 2881 1497
Q 2881 1984 2565 2268
Q 2250 2553 1709 2553
Q 1456 2553 1204 2497
Q 953 2441 691 2322
L 691 4666
z
"/></defs><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-30 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-37 /><use x=242.822266 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_4><g id=line2d_3><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m28110fabdf y=249.48 /></g></g><g id=text_5><g style=fill:#262626; transform="translate(475.404 253.279219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-30 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-35 /><use x=242.822266 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_5><g id=line2d_4><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m28110fabdf y=215.82 /></g></g><g id=text_6><g style=fill:#262626; transform="translate(475.404 219.619219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-30 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-32 /><use x=242.822266 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_6><g id=line2d_5><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m28110fabdf y=182.16 /></g></g><g id=text_7><g style=fill:#262626; transform="translate(475.404 185.959219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_7><g id=line2d_6><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m28110fabdf y=148.5 /></g></g><g id=text_8><g style=fill:#262626; transform="translate(475.404 152.299219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /><use x=159.033203 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_8><g id=line2d_7><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m28110fabdf y=114.84 /></g></g><g id=text_9><g style=fill:#262626; transform="translate(475.404 118.639219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-35 /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_9><g id=line2d_8><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m28110fabdf y=81.18 /></g></g><g id=text_10><g style=fill:#262626; transform="translate(475.404 84.979219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-37 /><use x=159.033203 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_10><g id=line2d_9><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m28110fabdf y=47.52 /></g></g><g id=text_11><g style=fill:#262626; transform="translate(475.404 51.319219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g></g><image height=269 id=image9f941a4073 transform="scale(1 -1)translate(0 -269)" width=14 x=451 y=-48 xlink:href="data:image/png;base64,
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"/><g id=LineCollection_1 /><g id=patch_9><path style=fill:none; d="M 451.44 316.8
L 451.44 315.748125
L 451.44 48.571875
L 451.44 47.52
L 464.904 47.52
L 464.904 48.571875
L 464.904 315.748125
L 464.904 316.8
z
"/></g></g></g><defs><clippath id=pf1b0987a69><rect height=269.28 width=269.28 x=159.84 y=47.52 /></clippath><clippath id=paafce75fbb><rect height=269.28 width=13.464 x=451.44 y=47.52 /></clippath></defs></svg></div><div class="col-sm-6 correlation-description"><div style=padding:20px class=text-muted><h3>Pearson's r</h3>The Pearson's correlation coefficient (<em>r</em>) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, <em>r</em> is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect <em>r</em>.<br><br>To calculate <em>r</em> for two variables <em>X</em> and <em>Y</em>, one divides the covariance of <em>X</em> and <em>Y</em> by the product of their standard deviations. </div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=correlations_tab-spearman><div class="col-sm-6 correlation-diagram"><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=396pt version=1.1 viewbox="0 0 576 396" width=576pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:46.144695</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 396
L 576 396
L 576 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 159.84 316.8
L 429.12 316.8
L 429.12 47.52
L 159.84 47.52
z
"/></g><g clip-path=url(#pfd91da805e)><image height=270 id=image5a29ba996f transform="scale(1 -1)translate(0 -270)" width=270 x=159.84 y=-46.8 xlink:href="data:image/png;base64,
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"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(297.100313 371.576562)rotate(-90)scale(0.1 -0.1)"><defs><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
"/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500
L 1178 3500
L 1178 0
L 603 0
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
"/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
"/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494
L 1172 3500
L 2356 3500
L 2356 3053
L 1172 3053
L 1172 1153
Q 1172 725 1289 603
Q 1406 481 1766 481
L 2356 481
L 2356 0
L 1766 0
Q 1100 0 847 248
Q 594 497 594 1153
L 594 3053
L 172 3053
L 172 3500
L 594 3500
L 594 4494
L 1172 4494
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791
Q 2906 2416 2648 2759
Q 2391 3103 1925 3103
Q 1463 3103 1205 2759
Q 947 2416 947 1791
Q 947 1169 1205 825
Q 1463 481 1925 481
Q 2391 481 2648 825
Q 2906 1169 2906 1791
z
M 3481 434
Q 3481 -459 3084 -895
Q 2688 -1331 1869 -1331
Q 1566 -1331 1297 -1286
Q 1028 -1241 775 -1147
L 775 -588
Q 1028 -725 1275 -790
Q 1522 -856 1778 -856
Q 2344 -856 2625 -561
Q 2906 -266 2906 331
L 2906 616
Q 2728 306 2450 153
Q 2172 0 1784 0
Q 1141 0 747 490
Q 353 981 353 1791
Q 353 2603 747 3093
Q 1141 3584 1784 3584
Q 2172 3584 2450 3431
Q 2728 3278 2906 2969
L 2906 3500
L 3481 3500
L 3481 434
z
"/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063
L 3263 -1509
L -63 -1509
L -63 -1063
L 3263 -1063
z
"/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969
L 2906 4863
L 3481 4863
L 3481 0
L 2906 0
L 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
z
M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
"/></defs><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_2><g style=fill:#262626; transform="translate(105.063438 185.959219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g></g><g id=patch_3><path style=fill:none; d="M 159.84 316.8
L 159.84 47.52
"/></g><g id=patch_4><path style=fill:none; d="M 429.12 316.8
L 429.12 47.52
"/></g><g id=patch_5><path style=fill:none; d="M 159.84 316.8
L 429.12 316.8
"/></g><g id=patch_6><path style=fill:none; d="M 159.84 47.52
L 429.12 47.52
"/></g></g><g id=axes_2><g id=patch_7><path style=fill:#ffffff; d="M 451.44 316.8
L 464.904 316.8
L 464.904 47.52
L 451.44 47.52
z
"/></g><g id=patch_8><path clip-path=url(#p680f3538d5) style=fill:#ffffff;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.01; d="M 451.44 316.8
L 451.44 315.748125
L 451.44 48.571875
L 451.44 47.52
L 464.904 47.52
L 464.904 48.571875
L 464.904 315.748125
L 464.904 316.8
L 464.904 316.8
z
"/></g><g id=matplotlib.axis_3 /><g id=matplotlib.axis_4><g id=ytick_2><g id=line2d_1><defs><path id=m01c098e637 style=stroke:#262626; d="M 0 0
L 3.5 0
"/></defs><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m01c098e637 y=316.8 /></g></g><g id=text_3><g style=fill:#262626; transform="translate(475.404 320.599219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-2212 transform=scale(0.015625) d="M 678 2272
L 4684 2272
L 4684 1741
L 678 1741
L 678 2272
z
"/><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/></defs><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-31 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-30 /><use x=242.822266 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_3><g id=line2d_2><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m01c098e637 y=283.14 /></g></g><g id=text_4><g style=fill:#262626; transform="translate(475.404 286.939219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666
L 3169 4666
L 3169 4134
L 1269 4134
L 1269 2991
Q 1406 3038 1543 3061
Q 1681 3084 1819 3084
Q 2600 3084 3056 2656
Q 3513 2228 3513 1497
Q 3513 744 3044 326
Q 2575 -91 1722 -91
Q 1428 -91 1123 -41
Q 819 9 494 109
L 494 744
Q 775 591 1075 516
Q 1375 441 1709 441
Q 2250 441 2565 725
Q 2881 1009 2881 1497
Q 2881 1984 2565 2268
Q 2250 2553 1709 2553
Q 1456 2553 1204 2497
Q 953 2441 691 2322
L 691 4666
z
"/></defs><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-30 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-37 /><use x=242.822266 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_4><g id=line2d_3><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m01c098e637 y=249.48 /></g></g><g id=text_5><g style=fill:#262626; transform="translate(475.404 253.279219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-30 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-35 /><use x=242.822266 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_5><g id=line2d_4><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m01c098e637 y=215.82 /></g></g><g id=text_6><g style=fill:#262626; transform="translate(475.404 219.619219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-30 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-32 /><use x=242.822266 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_6><g id=line2d_5><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m01c098e637 y=182.16 /></g></g><g id=text_7><g style=fill:#262626; transform="translate(475.404 185.959219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_7><g id=line2d_6><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m01c098e637 y=148.5 /></g></g><g id=text_8><g style=fill:#262626; transform="translate(475.404 152.299219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /><use x=159.033203 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_8><g id=line2d_7><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m01c098e637 y=114.84 /></g></g><g id=text_9><g style=fill:#262626; transform="translate(475.404 118.639219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-35 /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_9><g id=line2d_8><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m01c098e637 y=81.18 /></g></g><g id=text_10><g style=fill:#262626; transform="translate(475.404 84.979219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-37 /><use x=159.033203 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_10><g id=line2d_9><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m01c098e637 y=47.52 /></g></g><g id=text_11><g style=fill:#262626; transform="translate(475.404 51.319219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g></g><image height=269 id=image66c212d2e6 transform="scale(1 -1)translate(0 -269)" width=14 x=451 y=-48 xlink:href="data:image/png;base64,
iVBORw0KGgoAAAANSUhEUgAAAA4AAAENCAYAAAA/q1TLAAABhklEQVR4nO2ZwbEDIQxDDbiPX97v/x4gHezhOSvGQO4aSbbQLKT829808PNWCMzMW2HIRIyVwXINh5rM5PEyvgM8YThZGHlZVeqxQJNeKbA0ZnOF1AqlBoajnmpgOHgd6gAEkiPPKp0qDUCgc27Inxj1IaeMvOWwRzmQeiytUSCdKpeaZaq8c/Qeecj336NX+elY0QB5pFa4DuNAda9Sqbxz8HDwHgPrOEAqT47aY+A83gZ4YNz+dATKqlCpFDjljEYfu3BWV3i8e/w9I/eIGyBNAHjn3OS8wwg9TvQvspkPiHRIaD6o1EmlckaGW+KREYaSw4CBzsk0nETHijIa9aiOXC6PkLHDlAcYeSGLPfLOWTEchDPvEBnxiHChAOzvcVCPC9ZxPT4AoUdeVvh0XOAewE8eqfJjtQTIvlf0UnnnZIpcHuDE3zmYEd9Y9VLpTYc/IMj3yKcq3yMFBi5lC0KOcDc57wDPaLmeBtjzSIXAwKu13ONIM9UTkuOT3gIyJeeIPTLgF+l5Z7yI8kSDAAAAAElFTkSuQmCC"/><g id=LineCollection_1 /><g id=patch_9><path style=fill:none; d="M 451.44 316.8
L 451.44 315.748125
L 451.44 48.571875
L 451.44 47.52
L 464.904 47.52
L 464.904 48.571875
L 464.904 315.748125
L 464.904 316.8
z
"/></g></g></g><defs><clippath id=pfd91da805e><rect height=269.28 width=269.28 x=159.84 y=47.52 /></clippath><clippath id=p680f3538d5><rect height=269.28 width=13.464 x=451.44 y=47.52 /></clippath></defs></svg></div><div class="col-sm-6 correlation-description"><div style=padding:20px class=text-muted><h3>Spearman's ρ</h3>The Spearman's rank correlation coefficient (<em>ρ</em>) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's <em>r</em>. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.<br><br>To calculate <em>ρ</em> for two variables <em>X</em> and <em>Y</em>, one divides the covariance of the rank variables of <em>X</em> and <em>Y</em> by the product of their standard deviations. </div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=correlations_tab-kendall><div class="col-sm-6 correlation-diagram"><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=396pt version=1.1 viewbox="0 0 576 396" width=576pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:46.307436</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 396
L 576 396
L 576 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 159.84 316.8
L 429.12 316.8
L 429.12 47.52
L 159.84 47.52
z
"/></g><g clip-path=url(#p95493ca708)><image height=270 id=image0a531aed12 transform="scale(1 -1)translate(0 -270)" width=270 x=159.84 y=-46.8 xlink:href="data:image/png;base64,
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"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(297.100313 371.576562)rotate(-90)scale(0.1 -0.1)"><defs><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
"/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500
L 1178 3500
L 1178 0
L 603 0
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
"/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
"/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494
L 1172 3500
L 2356 3500
L 2356 3053
L 1172 3053
L 1172 1153
Q 1172 725 1289 603
Q 1406 481 1766 481
L 2356 481
L 2356 0
L 1766 0
Q 1100 0 847 248
Q 594 497 594 1153
L 594 3053
L 172 3053
L 172 3500
L 594 3500
L 594 4494
L 1172 4494
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791
Q 2906 2416 2648 2759
Q 2391 3103 1925 3103
Q 1463 3103 1205 2759
Q 947 2416 947 1791
Q 947 1169 1205 825
Q 1463 481 1925 481
Q 2391 481 2648 825
Q 2906 1169 2906 1791
z
M 3481 434
Q 3481 -459 3084 -895
Q 2688 -1331 1869 -1331
Q 1566 -1331 1297 -1286
Q 1028 -1241 775 -1147
L 775 -588
Q 1028 -725 1275 -790
Q 1522 -856 1778 -856
Q 2344 -856 2625 -561
Q 2906 -266 2906 331
L 2906 616
Q 2728 306 2450 153
Q 2172 0 1784 0
Q 1141 0 747 490
Q 353 981 353 1791
Q 353 2603 747 3093
Q 1141 3584 1784 3584
Q 2172 3584 2450 3431
Q 2728 3278 2906 2969
L 2906 3500
L 3481 3500
L 3481 434
z
"/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063
L 3263 -1509
L -63 -1509
L -63 -1063
L 3263 -1063
z
"/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969
L 2906 4863
L 3481 4863
L 3481 0
L 2906 0
L 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
z
M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
"/></defs><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_2><g style=fill:#262626; transform="translate(105.063438 185.959219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g></g><g id=patch_3><path style=fill:none; d="M 159.84 316.8
L 159.84 47.52
"/></g><g id=patch_4><path style=fill:none; d="M 429.12 316.8
L 429.12 47.52
"/></g><g id=patch_5><path style=fill:none; d="M 159.84 316.8
L 429.12 316.8
"/></g><g id=patch_6><path style=fill:none; d="M 159.84 47.52
L 429.12 47.52
"/></g></g><g id=axes_2><g id=patch_7><path style=fill:#ffffff; d="M 451.44 316.8
L 464.904 316.8
L 464.904 47.52
L 451.44 47.52
z
"/></g><g id=patch_8><path clip-path=url(#p6dd9b39247) style=fill:#ffffff;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.01; d="M 451.44 316.8
L 451.44 315.748125
L 451.44 48.571875
L 451.44 47.52
L 464.904 47.52
L 464.904 48.571875
L 464.904 315.748125
L 464.904 316.8
L 464.904 316.8
z
"/></g><g id=matplotlib.axis_3 /><g id=matplotlib.axis_4><g id=ytick_2><g id=line2d_1><defs><path id=ma588201cc4 style=stroke:#262626; d="M 0 0
L 3.5 0
"/></defs><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#ma588201cc4 y=316.8 /></g></g><g id=text_3><g style=fill:#262626; transform="translate(475.404 320.599219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-2212 transform=scale(0.015625) d="M 678 2272
L 4684 2272
L 4684 1741
L 678 1741
L 678 2272
z
"/><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/></defs><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-31 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-30 /><use x=242.822266 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_3><g id=line2d_2><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#ma588201cc4 y=283.14 /></g></g><g id=text_4><g style=fill:#262626; transform="translate(475.404 286.939219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666
L 3169 4666
L 3169 4134
L 1269 4134
L 1269 2991
Q 1406 3038 1543 3061
Q 1681 3084 1819 3084
Q 2600 3084 3056 2656
Q 3513 2228 3513 1497
Q 3513 744 3044 326
Q 2575 -91 1722 -91
Q 1428 -91 1123 -41
Q 819 9 494 109
L 494 744
Q 775 591 1075 516
Q 1375 441 1709 441
Q 2250 441 2565 725
Q 2881 1009 2881 1497
Q 2881 1984 2565 2268
Q 2250 2553 1709 2553
Q 1456 2553 1204 2497
Q 953 2441 691 2322
L 691 4666
z
"/></defs><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-30 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-37 /><use x=242.822266 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_4><g id=line2d_3><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#ma588201cc4 y=249.48 /></g></g><g id=text_5><g style=fill:#262626; transform="translate(475.404 253.279219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-30 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-35 /><use x=242.822266 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_5><g id=line2d_4><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#ma588201cc4 y=215.82 /></g></g><g id=text_6><g style=fill:#262626; transform="translate(475.404 219.619219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-2212 /><use x=83.789062 xlink:href=#DejaVuSans-30 /><use x=147.412109 xlink:href=#DejaVuSans-2e /><use x=179.199219 xlink:href=#DejaVuSans-32 /><use x=242.822266 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_6><g id=line2d_5><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#ma588201cc4 y=182.16 /></g></g><g id=text_7><g style=fill:#262626; transform="translate(475.404 185.959219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_7><g id=line2d_6><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#ma588201cc4 y=148.5 /></g></g><g id=text_8><g style=fill:#262626; transform="translate(475.404 152.299219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /><use x=159.033203 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_8><g id=line2d_7><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#ma588201cc4 y=114.84 /></g></g><g id=text_9><g style=fill:#262626; transform="translate(475.404 118.639219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-35 /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_9><g id=line2d_8><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#ma588201cc4 y=81.18 /></g></g><g id=text_10><g style=fill:#262626; transform="translate(475.404 84.979219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-37 /><use x=159.033203 xlink:href=#DejaVuSans-35 /></g></g></g><g id=ytick_10><g id=line2d_9><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#ma588201cc4 y=47.52 /></g></g><g id=text_11><g style=fill:#262626; transform="translate(475.404 51.319219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /><use x=159.033203 xlink:href=#DejaVuSans-30 /></g></g></g></g><image height=269 id=image6be54f4fe6 transform="scale(1 -1)translate(0 -269)" width=14 x=451 y=-48 xlink:href="data:image/png;base64,
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"/><g id=LineCollection_1 /><g id=patch_9><path style=fill:none; d="M 451.44 316.8
L 451.44 315.748125
L 451.44 48.571875
L 451.44 47.52
L 464.904 47.52
L 464.904 48.571875
L 464.904 315.748125
L 464.904 316.8
z
"/></g></g></g><defs><clippath id=p95493ca708><rect height=269.28 width=269.28 x=159.84 y=47.52 /></clippath><clippath id=p6dd9b39247><rect height=269.28 width=13.464 x=451.44 y=47.52 /></clippath></defs></svg></div><div class="col-sm-6 correlation-description"><div style=padding:20px class=text-muted><h3>Kendall's τ</h3>Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (<em>τ</em>) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation. <br><br>To calculate <em>τ</em> for two variables <em>X</em> and <em>Y</em>, one determines the number of concordant and discordant pairs of observations. <em>τ</em> is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.</div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=correlations_tab-phi_k><div class="col-sm-6 correlation-diagram"><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=396pt version=1.1 viewbox="0 0 576 396" width=576pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:46.468834</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 396
L 576 396
L 576 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 159.84 316.8
L 429.12 316.8
L 429.12 47.52
L 159.84 47.52
z
"/></g><g clip-path=url(#p269e53d716)><image height=270 id=image2b921b7ef2 transform="scale(1 -1)translate(0 -270)" width=270 x=159.84 y=-46.8 xlink:href="data:image/png;base64,
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"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(229.780313 371.576562)rotate(-90)scale(0.1 -0.1)"><defs><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
"/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500
L 1178 3500
L 1178 0
L 603 0
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
"/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
"/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494
L 1172 3500
L 2356 3500
L 2356 3053
L 1172 3053
L 1172 1153
Q 1172 725 1289 603
Q 1406 481 1766 481
L 2356 481
L 2356 0
L 1766 0
Q 1100 0 847 248
Q 594 497 594 1153
L 594 3053
L 172 3053
L 172 3500
L 594 3500
L 594 4494
L 1172 4494
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791
Q 2906 2416 2648 2759
Q 2391 3103 1925 3103
Q 1463 3103 1205 2759
Q 947 2416 947 1791
Q 947 1169 1205 825
Q 1463 481 1925 481
Q 2391 481 2648 825
Q 2906 1169 2906 1791
z
M 3481 434
Q 3481 -459 3084 -895
Q 2688 -1331 1869 -1331
Q 1566 -1331 1297 -1286
Q 1028 -1241 775 -1147
L 775 -588
Q 1028 -725 1275 -790
Q 1522 -856 1778 -856
Q 2344 -856 2625 -561
Q 2906 -266 2906 331
L 2906 616
Q 2728 306 2450 153
Q 2172 0 1784 0
Q 1141 0 747 490
Q 353 981 353 1791
Q 353 2603 747 3093
Q 1141 3584 1784 3584
Q 2172 3584 2450 3431
Q 2728 3278 2906 2969
L 2906 3500
L 3481 3500
L 3481 434
z
"/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063
L 3263 -1509
L -63 -1509
L -63 -1063
L 3263 -1063
z
"/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969
L 2906 4863
L 3481 4863
L 3481 0
L 2906 0
L 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
z
M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
"/></defs><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g><g id=xtick_2><g id=text_2><g style=fill:#262626; transform="translate(364.559375 372.439062)rotate(-90)scale(0.1 -0.1)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759
Q 1497 1759 1228 1600
Q 959 1441 959 1056
Q 959 750 1161 570
Q 1363 391 1709 391
Q 2188 391 2477 730
Q 2766 1069 2766 1631
L 2766 1759
L 2194 1759
z
M 3341 1997
L 3341 0
L 2766 0
L 2766 531
Q 2569 213 2275 61
Q 1981 -91 1556 -91
Q 1019 -91 701 211
Q 384 513 384 1019
Q 384 1609 779 1909
Q 1175 2209 1959 2209
L 2766 2209
L 2766 2266
Q 2766 2663 2505 2880
Q 2244 3097 1772 3097
Q 1472 3097 1187 3025
Q 903 2953 641 2809
L 641 3341
Q 956 3463 1253 3523
Q 1550 3584 1831 3584
Q 2591 3584 2966 3190
Q 3341 2797 3341 1997
z
"/><path id=DejaVuSans-76 transform=scale(0.015625) d="M 191 3500
L 800 3500
L 1894 563
L 2988 3500
L 3597 3500
L 2284 0
L 1503 0
L 191 3500
z
"/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747
Q 3116 2381 2855 2742
Q 2594 3103 2138 3103
Q 1681 3103 1420 2742
Q 1159 2381 1159 1747
Q 1159 1113 1420 752
Q 1681 391 2138 391
Q 2594 391 2855 752
Q 3116 1113 3116 1747
z
M 1159 2969
Q 1341 3281 1617 3432
Q 1894 3584 2278 3584
Q 2916 3584 3314 3078
Q 3713 2572 3713 1747
Q 3713 922 3314 415
Q 2916 -91 2278 -91
Q 1894 -91 1617 61
Q 1341 213 1159 525
L 1159 0
L 581 0
L 581 4863
L 1159 4863
L 1159 2969
z
"/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/></defs><use xlink:href=#DejaVuSans-61 /><use x=61.279297 xlink:href=#DejaVuSans-76 /><use x=120.458984 xlink:href=#DejaVuSans-61 /><use x=181.738281 xlink:href=#DejaVuSans-69 /><use x=209.521484 xlink:href=#DejaVuSans-6c /><use x=237.304688 xlink:href=#DejaVuSans-61 /><use x=298.583984 xlink:href=#DejaVuSans-62 /><use x=362.060547 xlink:href=#DejaVuSans-6c /><use x=389.84375 xlink:href=#DejaVuSans-65 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_3><g style=fill:#262626; transform="translate(105.063438 118.639219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g><g id=ytick_2><g id=text_4><g style=fill:#262626; transform="translate(104.200938 253.279219)scale(0.1 -0.1)"><use xlink:href=#DejaVuSans-61 /><use x=61.279297 xlink:href=#DejaVuSans-76 /><use x=120.458984 xlink:href=#DejaVuSans-61 /><use x=181.738281 xlink:href=#DejaVuSans-69 /><use x=209.521484 xlink:href=#DejaVuSans-6c /><use x=237.304688 xlink:href=#DejaVuSans-61 /><use x=298.583984 xlink:href=#DejaVuSans-62 /><use x=362.060547 xlink:href=#DejaVuSans-6c /><use x=389.84375 xlink:href=#DejaVuSans-65 /></g></g></g></g><g id=patch_3><path style=fill:none; d="M 159.84 316.8
L 159.84 47.52
"/></g><g id=patch_4><path style=fill:none; d="M 429.12 316.8
L 429.12 47.52
"/></g><g id=patch_5><path style=fill:none; d="M 159.84 316.8
L 429.12 316.8
"/></g><g id=patch_6><path style=fill:none; d="M 159.84 47.52
L 429.12 47.52
"/></g></g><g id=axes_2><g id=patch_7><path style=fill:#ffffff; d="M 451.44 316.8
L 464.904 316.8
L 464.904 47.52
L 451.44 47.52
z
"/></g><g id=patch_8><path clip-path=url(#p67a90a0c7b) style=fill:#ffffff;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.01; d="M 451.44 316.8
L 451.44 315.748125
L 451.44 48.571875
L 451.44 47.52
L 464.904 47.52
L 464.904 48.571875
L 464.904 315.748125
L 464.904 316.8
L 464.904 316.8
z
"/></g><g id=matplotlib.axis_3 /><g id=matplotlib.axis_4><g id=ytick_3><g id=line2d_1><defs><path id=m95bc1c716a style=stroke:#262626; d="M 0 0
L 3.5 0
"/></defs><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m95bc1c716a y=316.8 /></g></g><g id=text_5><g style=fill:#262626; transform="translate(475.404 320.599219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_4><g id=line2d_2><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m95bc1c716a y=262.944 /></g></g><g id=text_6><g style=fill:#262626; transform="translate(475.404 266.743219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_5><g id=line2d_3><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m95bc1c716a y=209.088 /></g></g><g id=text_7><g style=fill:#262626; transform="translate(475.404 212.887219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_6><g id=line2d_4><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m95bc1c716a y=155.232 /></g></g><g id=text_8><g style=fill:#262626; transform="translate(475.404 159.031219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584
Q 1688 2584 1439 2293
Q 1191 2003 1191 1497
Q 1191 994 1439 701
Q 1688 409 2113 409
Q 2538 409 2786 701
Q 3034 994 3034 1497
Q 3034 2003 2786 2293
Q 2538 2584 2113 2584
z
M 3366 4563
L 3366 3988
Q 3128 4100 2886 4159
Q 2644 4219 2406 4219
Q 1781 4219 1451 3797
Q 1122 3375 1075 2522
Q 1259 2794 1537 2939
Q 1816 3084 2150 3084
Q 2853 3084 3261 2657
Q 3669 2231 3669 1497
Q 3669 778 3244 343
Q 2819 -91 2113 -91
Q 1303 -91 875 529
Q 447 1150 447 2328
Q 447 3434 972 4092
Q 1497 4750 2381 4750
Q 2619 4750 2861 4703
Q 3103 4656 3366 4563
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_7><g id=line2d_5><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m95bc1c716a y=101.376 /></g></g><g id=text_9><g style=fill:#262626; transform="translate(475.404 105.175219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216
Q 1584 2216 1326 1975
Q 1069 1734 1069 1313
Q 1069 891 1326 650
Q 1584 409 2034 409
Q 2484 409 2743 651
Q 3003 894 3003 1313
Q 3003 1734 2745 1975
Q 2488 2216 2034 2216
z
M 1403 2484
Q 997 2584 770 2862
Q 544 3141 544 3541
Q 544 4100 942 4425
Q 1341 4750 2034 4750
Q 2731 4750 3128 4425
Q 3525 4100 3525 3541
Q 3525 3141 3298 2862
Q 3072 2584 2669 2484
Q 3125 2378 3379 2068
Q 3634 1759 3634 1313
Q 3634 634 3220 271
Q 2806 -91 2034 -91
Q 1263 -91 848 271
Q 434 634 434 1313
Q 434 1759 690 2068
Q 947 2378 1403 2484
z
M 1172 3481
Q 1172 3119 1398 2916
Q 1625 2713 2034 2713
Q 2441 2713 2670 2916
Q 2900 3119 2900 3481
Q 2900 3844 2670 4047
Q 2441 4250 2034 4250
Q 1625 4250 1398 4047
Q 1172 3844 1172 3481
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-38 /></g></g></g><g id=ytick_8><g id=line2d_6><g><use style=fill:#262626;stroke:#262626; x=464.904 xlink:href=#m95bc1c716a y=47.52 /></g></g><g id=text_10><g style=fill:#262626; transform="translate(475.404 51.319219)scale(0.1 -0.1)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g></g><image height=269 id=imageb08a5123d9 transform="scale(1 -1)translate(0 -269)" width=14 x=451 y=-48 xlink:href="data:image/png;base64,
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"/><g id=LineCollection_1 /><g id=patch_9><path style=fill:none; d="M 451.44 316.8
L 451.44 315.748125
L 451.44 48.571875
L 451.44 47.52
L 464.904 47.52
L 464.904 48.571875
L 464.904 315.748125
L 464.904 316.8
z
"/></g></g></g><defs><clippath id=p269e53d716><rect height=269.28 width=269.28 x=159.84 y=47.52 /></clippath><clippath id=p67a90a0c7b><rect height=269.28 width=13.464 x=451.44 y=47.52 /></clippath></defs></svg></div><div class="col-sm-6 correlation-description"><div style=padding:20px class=text-muted><h3>Phik (φk)</h3>Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available <a href=https://phik.readthedocs.io/en/latest/index.html>here</a>.</div></div></div></div></div></div></div><div class="row header"><a class=anchor-pos id=missing></a><h1 class=page-header>Missing values</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#missing-bar aria-controls=missing-bar role=tab data-toggle=tab>Count</a></li><li role=presentation><a href=#missing-matrix aria-controls=missing-matrix role=tab data-toggle=tab>Matrix</a></li><li role=presentation><a href=#missing-dendrogram aria-controls=missing-dendrogram role=tab data-toggle=tab>Dendrogram</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=missing-bar><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=360pt version=1.1 viewbox="0 0 720 360" width=720pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:41.298082</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 360
L 720 360
L 720 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 72 252
L 648 252
L 648 72
L 72 72
z
"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(101.131872 310.185514)rotate(-45)scale(0.13 -0.13)"><defs><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
"/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500
L 1178 3500
L 1178 0
L 603 0
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
"/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
"/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494
L 1172 3500
L 2356 3500
L 2356 3053
L 1172 3053
L 1172 1153
Q 1172 725 1289 603
Q 1406 481 1766 481
L 2356 481
L 2356 0
L 1766 0
Q 1100 0 847 248
Q 594 497 594 1153
L 594 3053
L 172 3053
L 172 3500
L 594 3500
L 594 4494
L 1172 4494
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791
Q 2906 2416 2648 2759
Q 2391 3103 1925 3103
Q 1463 3103 1205 2759
Q 947 2416 947 1791
Q 947 1169 1205 825
Q 1463 481 1925 481
Q 2391 481 2648 825
Q 2906 1169 2906 1791
z
M 3481 434
Q 3481 -459 3084 -895
Q 2688 -1331 1869 -1331
Q 1566 -1331 1297 -1286
Q 1028 -1241 775 -1147
L 775 -588
Q 1028 -725 1275 -790
Q 1522 -856 1778 -856
Q 2344 -856 2625 -561
Q 2906 -266 2906 331
L 2906 616
Q 2728 306 2450 153
Q 2172 0 1784 0
Q 1141 0 747 490
Q 353 981 353 1791
Q 353 2603 747 3093
Q 1141 3584 1784 3584
Q 2172 3584 2450 3431
Q 2728 3278 2906 2969
L 2906 3500
L 3481 3500
L 3481 434
z
"/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063
L 3263 -1509
L -63 -1509
L -63 -1063
L 3263 -1063
z
"/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969
L 2906 4863
L 3481 4863
L 3481 0
L 2906 0
L 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
z
M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
"/></defs><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g><g id=xtick_2><g id=text_2><g style=fill:#262626; transform="translate(265.359435 290.213614)rotate(-45)scale(0.13 -0.13)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759
Q 1497 1759 1228 1600
Q 959 1441 959 1056
Q 959 750 1161 570
Q 1363 391 1709 391
Q 2188 391 2477 730
Q 2766 1069 2766 1631
L 2766 1759
L 2194 1759
z
M 3341 1997
L 3341 0
L 2766 0
L 2766 531
Q 2569 213 2275 61
Q 1981 -91 1556 -91
Q 1019 -91 701 211
Q 384 513 384 1019
Q 384 1609 779 1909
Q 1175 2209 1959 2209
L 2766 2209
L 2766 2266
Q 2766 2663 2505 2880
Q 2244 3097 1772 3097
Q 1472 3097 1187 3025
Q 903 2953 641 2809
L 641 3341
Q 956 3463 1253 3523
Q 1550 3584 1831 3584
Q 2591 3584 2966 3190
Q 3341 2797 3341 1997
z
"/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/></defs><use xlink:href=#DejaVuSans-64 /><use x=63.476562 xlink:href=#DejaVuSans-61 /><use x=124.755859 xlink:href=#DejaVuSans-74 /><use x=163.964844 xlink:href=#DejaVuSans-65 /></g></g></g><g id=xtick_3><g id=text_3><g style=fill:#262626; transform="translate(388.594692 310.978357)rotate(-45)scale(0.13 -0.13)"><defs><path id=DejaVuSans-76 transform=scale(0.015625) d="M 191 3500
L 800 3500
L 1894 563
L 2988 3500
L 3597 3500
L 2284 0
L 1503 0
L 191 3500
z
"/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747
Q 3116 2381 2855 2742
Q 2594 3103 2138 3103
Q 1681 3103 1420 2742
Q 1159 2381 1159 1747
Q 1159 1113 1420 752
Q 1681 391 2138 391
Q 2594 391 2855 752
Q 3116 1113 3116 1747
z
M 1159 2969
Q 1341 3281 1617 3432
Q 1894 3584 2278 3584
Q 2916 3584 3314 3078
Q 3713 2572 3713 1747
Q 3713 922 3314 415
Q 2916 -91 2278 -91
Q 1894 -91 1617 61
Q 1341 213 1159 525
L 1159 0
L 581 0
L 581 4863
L 1159 4863
L 1159 2969
z
"/></defs><use xlink:href=#DejaVuSans-61 /><use x=61.279297 xlink:href=#DejaVuSans-76 /><use x=120.458984 xlink:href=#DejaVuSans-61 /><use x=181.738281 xlink:href=#DejaVuSans-69 /><use x=209.521484 xlink:href=#DejaVuSans-6c /><use x=237.304688 xlink:href=#DejaVuSans-61 /><use x=298.583984 xlink:href=#DejaVuSans-62 /><use x=362.060547 xlink:href=#DejaVuSans-6c /><use x=389.84375 xlink:href=#DejaVuSans-65 /></g></g></g><g id=xtick_4><g id=text_4><g style=fill:#262626; transform="translate(551.209278 292.363771)rotate(-45)scale(0.13 -0.13)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525
L 1159 -1331
L 581 -1331
L 581 3500
L 1159 3500
L 1159 2969
Q 1341 3281 1617 3432
Q 1894 3584 2278 3584
Q 2916 3584 3314 3078
Q 3713 2572 3713 1747
Q 3713 922 3314 415
Q 2916 -91 2278 -91
Q 1894 -91 1617 61
Q 1341 213 1159 525
z
M 3116 1747
Q 3116 2381 2855 2742
Q 2594 3103 2138 3103
Q 1681 3103 1420 2742
Q 1159 2381 1159 1747
Q 1159 1113 1420 752
Q 1681 391 2138 391
Q 2594 391 2855 752
Q 3116 1113 3116 1747
z
"/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963
Q 2534 3019 2420 3045
Q 2306 3072 2169 3072
Q 1681 3072 1420 2755
Q 1159 2438 1159 1844
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1341 3275 1631 3429
Q 1922 3584 2338 3584
Q 2397 3584 2469 3576
Q 2541 3569 2628 3553
L 2631 2963
z
"/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366
L 3122 2828
Q 2878 2963 2633 3030
Q 2388 3097 2138 3097
Q 1578 3097 1268 2742
Q 959 2388 959 1747
Q 959 1106 1268 751
Q 1578 397 2138 397
Q 2388 397 2633 464
Q 2878 531 3122 666
L 3122 134
Q 2881 22 2623 -34
Q 2366 -91 2075 -91
Q 1284 -91 818 406
Q 353 903 353 1747
Q 353 2603 823 3093
Q 1294 3584 2113 3584
Q 2378 3584 2631 3529
Q 2884 3475 3122 3366
z
"/></defs><use xlink:href=#DejaVuSans-70 /><use x=63.476562 xlink:href=#DejaVuSans-72 /><use x=104.589844 xlink:href=#DejaVuSans-69 /><use x=132.373047 xlink:href=#DejaVuSans-63 /><use x=187.353516 xlink:href=#DejaVuSans-65 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_5><g style=fill:#262626; transform="translate(40.825937 256.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/><path id=DejaVuSans-2e transform=scale(0.015625) d="M 684 794
L 1344 794
L 1344 0
L 684 0
L 684 794
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_6><g style=fill:#262626; transform="translate(40.825937 220.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_3><g id=text_7><g style=fill:#262626; transform="translate(40.825937 184.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_4><g id=text_8><g style=fill:#262626; transform="translate(40.825937 148.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584
Q 1688 2584 1439 2293
Q 1191 2003 1191 1497
Q 1191 994 1439 701
Q 1688 409 2113 409
Q 2538 409 2786 701
Q 3034 994 3034 1497
Q 3034 2003 2786 2293
Q 2538 2584 2113 2584
z
M 3366 4563
L 3366 3988
Q 3128 4100 2886 4159
Q 2644 4219 2406 4219
Q 1781 4219 1451 3797
Q 1122 3375 1075 2522
Q 1259 2794 1537 2939
Q 1816 3084 2150 3084
Q 2853 3084 3261 2657
Q 3669 2231 3669 1497
Q 3669 778 3244 343
Q 2819 -91 2113 -91
Q 1303 -91 875 529
Q 447 1150 447 2328
Q 447 3434 972 4092
Q 1497 4750 2381 4750
Q 2619 4750 2861 4703
Q 3103 4656 3366 4563
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_5><g id=text_9><g style=fill:#262626; transform="translate(40.825937 112.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-38 transform=scale(0.015625) d="M 2034 2216
Q 1584 2216 1326 1975
Q 1069 1734 1069 1313
Q 1069 891 1326 650
Q 1584 409 2034 409
Q 2484 409 2743 651
Q 3003 894 3003 1313
Q 3003 1734 2745 1975
Q 2488 2216 2034 2216
z
M 1403 2484
Q 997 2584 770 2862
Q 544 3141 544 3541
Q 544 4100 942 4425
Q 1341 4750 2034 4750
Q 2731 4750 3128 4425
Q 3525 4100 3525 3541
Q 3525 3141 3298 2862
Q 3072 2584 2669 2484
Q 3125 2378 3379 2068
Q 3634 1759 3634 1313
Q 3634 634 3220 271
Q 2806 -91 2034 -91
Q 1263 -91 848 271
Q 434 634 434 1313
Q 434 1759 690 2068
Q 947 2378 1403 2484
z
M 1172 3481
Q 1172 3119 1398 2916
Q 1625 2713 2034 2713
Q 2441 2713 2670 2916
Q 2900 3119 2900 3481
Q 2900 3844 2670 4047
Q 2441 4250 2034 4250
Q 1625 4250 1398 4047
Q 1172 3844 1172 3481
z
"/></defs><use xlink:href=#DejaVuSans-30 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-38 /></g></g></g><g id=ytick_6><g id=text_10><g style=fill:#262626; transform="translate(40.825937 76.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-2e /><use x=95.410156 xlink:href=#DejaVuSans-30 /></g></g></g></g><g id=patch_3><path clip-path=url(#p077fbe9658) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 108 252
L 180 252
L 180 72
L 108 72
z
"/></g><g id=patch_4><path clip-path=url(#p077fbe9658) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 252 252
L 324 252
L 324 72
L 252 72
z
"/></g><g id=patch_5><path clip-path=url(#p077fbe9658) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 396 252
L 468 252
L 468 72
L 396 72
z
"/></g><g id=patch_6><path clip-path=url(#p077fbe9658) style=fill:#337ab7;stroke:#ffffff;stroke-linejoin:miter;stroke-width:0.3; d="M 540 252
L 612 252
L 612 131.290197
L 540 131.290197
z
"/></g></g><g id=axes_2><g id=matplotlib.axis_3><g id=ytick_7><g id=text_11><g style=fill:#262626; transform="translate(658.5 256.938984)scale(0.13 -0.13)"><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_8><g id=text_12><g style=fill:#262626; transform="translate(658.5 220.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/></defs><use xlink:href=#DejaVuSans-32 /><use x=63.623047 xlink:href=#DejaVuSans-37 /><use x=127.246094 xlink:href=#DejaVuSans-38 /><use x=190.869141 xlink:href=#DejaVuSans-37 /><use x=254.492188 xlink:href=#DejaVuSans-31 /><use x=318.115234 xlink:href=#DejaVuSans-34 /></g></g></g><g id=ytick_9><g id=text_13><g style=fill:#262626; transform="translate(658.5 184.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666
L 3169 4666
L 3169 4134
L 1269 4134
L 1269 2991
Q 1406 3038 1543 3061
Q 1681 3084 1819 3084
Q 2600 3084 3056 2656
Q 3513 2228 3513 1497
Q 3513 744 3044 326
Q 2575 -91 1722 -91
Q 1428 -91 1123 -41
Q 819 9 494 109
L 494 744
Q 775 591 1075 516
Q 1375 441 1709 441
Q 2250 441 2565 725
Q 2881 1009 2881 1497
Q 2881 1984 2565 2268
Q 2250 2553 1709 2553
Q 1456 2553 1204 2497
Q 953 2441 691 2322
L 691 4666
z
"/></defs><use xlink:href=#DejaVuSans-35 /><use x=63.623047 xlink:href=#DejaVuSans-35 /><use x=127.246094 xlink:href=#DejaVuSans-37 /><use x=190.869141 xlink:href=#DejaVuSans-34 /><use x=254.492188 xlink:href=#DejaVuSans-32 /><use x=318.115234 xlink:href=#DejaVuSans-38 /></g></g></g><g id=ytick_10><g id=text_14><g style=fill:#262626; transform="translate(658.5 148.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516
Q 3050 2419 3304 2112
Q 3559 1806 3559 1356
Q 3559 666 3084 287
Q 2609 -91 1734 -91
Q 1441 -91 1130 -33
Q 819 25 488 141
L 488 750
Q 750 597 1062 519
Q 1375 441 1716 441
Q 2309 441 2620 675
Q 2931 909 2931 1356
Q 2931 1769 2642 2001
Q 2353 2234 1838 2234
L 1294 2234
L 1294 2753
L 1863 2753
Q 2328 2753 2575 2939
Q 2822 3125 2822 3475
Q 2822 3834 2567 4026
Q 2313 4219 1838 4219
Q 1578 4219 1281 4162
Q 984 4106 628 3988
L 628 4550
Q 988 4650 1302 4700
Q 1616 4750 1894 4750
Q 2613 4750 3031 4423
Q 3450 4097 3450 3541
Q 3450 3153 3228 2886
Q 3006 2619 2597 2516
z
"/></defs><use xlink:href=#DejaVuSans-38 /><use x=63.623047 xlink:href=#DejaVuSans-33 /><use x=127.246094 xlink:href=#DejaVuSans-36 /><use x=190.869141 xlink:href=#DejaVuSans-31 /><use x=254.492188 xlink:href=#DejaVuSans-34 /><use x=318.115234 xlink:href=#DejaVuSans-32 /></g></g></g><g id=ytick_11><g id=text_15><g style=fill:#262626; transform="translate(658.5 112.938984)scale(0.13 -0.13)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-31 /><use x=127.246094 xlink:href=#DejaVuSans-31 /><use x=190.869141 xlink:href=#DejaVuSans-34 /><use x=254.492188 xlink:href=#DejaVuSans-38 /><use x=318.115234 xlink:href=#DejaVuSans-35 /><use x=381.738281 xlink:href=#DejaVuSans-36 /></g></g></g><g id=ytick_12><g id=text_16><g style=fill:#262626; transform="translate(658.5 76.938984)scale(0.13 -0.13)"><defs><path id=DejaVuSans-39 transform=scale(0.015625) d="M 703 97
L 703 672
Q 941 559 1184 500
Q 1428 441 1663 441
Q 2288 441 2617 861
Q 2947 1281 2994 2138
Q 2813 1869 2534 1725
Q 2256 1581 1919 1581
Q 1219 1581 811 2004
Q 403 2428 403 3163
Q 403 3881 828 4315
Q 1253 4750 1959 4750
Q 2769 4750 3195 4129
Q 3622 3509 3622 2328
Q 3622 1225 3098 567
Q 2575 -91 1691 -91
Q 1453 -91 1209 -44
Q 966 3 703 97
z
M 1959 2075
Q 2384 2075 2632 2365
Q 2881 2656 2881 3163
Q 2881 3666 2632 3958
Q 2384 4250 1959 4250
Q 1534 4250 1286 3958
Q 1038 3666 1038 3163
Q 1038 2656 1286 2365
Q 1534 2075 1959 2075
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-33 /><use x=127.246094 xlink:href=#DejaVuSans-39 /><use x=190.869141 xlink:href=#DejaVuSans-33 /><use x=254.492188 xlink:href=#DejaVuSans-35 /><use x=318.115234 xlink:href=#DejaVuSans-37 /><use x=381.738281 xlink:href=#DejaVuSans-30 /></g></g></g></g></g><g id=axes_3><g id=matplotlib.axis_4><g id=xtick_5><g id=text_17><g style=fill:#262626; transform="translate(150.984779 59.588271)rotate(-45)scale(0.13 -0.13)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-33 /><use x=127.246094 xlink:href=#DejaVuSans-39 /><use x=190.869141 xlink:href=#DejaVuSans-33 /><use x=254.492188 xlink:href=#DejaVuSans-35 /><use x=318.115234 xlink:href=#DejaVuSans-37 /><use x=381.738281 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_6><g id=text_18><g style=fill:#262626; transform="translate(294.984779 59.588271)rotate(-45)scale(0.13 -0.13)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-33 /><use x=127.246094 xlink:href=#DejaVuSans-39 /><use x=190.869141 xlink:href=#DejaVuSans-33 /><use x=254.492188 xlink:href=#DejaVuSans-35 /><use x=318.115234 xlink:href=#DejaVuSans-37 /><use x=381.738281 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_7><g id=text_19><g style=fill:#262626; transform="translate(438.984779 59.588271)rotate(-45)scale(0.13 -0.13)"><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-33 /><use x=127.246094 xlink:href=#DejaVuSans-39 /><use x=190.869141 xlink:href=#DejaVuSans-33 /><use x=254.492188 xlink:href=#DejaVuSans-35 /><use x=318.115234 xlink:href=#DejaVuSans-37 /><use x=381.738281 xlink:href=#DejaVuSans-30 /></g></g></g><g id=xtick_8><g id=text_20><g style=fill:#262626; transform="translate(582.984779 59.588271)rotate(-45)scale(0.13 -0.13)"><use xlink:href=#DejaVuSans-39 /><use x=63.623047 xlink:href=#DejaVuSans-33 /><use x=127.246094 xlink:href=#DejaVuSans-34 /><use x=190.869141 xlink:href=#DejaVuSans-35 /><use x=254.492188 xlink:href=#DejaVuSans-34 /><use x=318.115234 xlink:href=#DejaVuSans-32 /></g></g></g></g></g></g><defs><clippath id=p077fbe9658><rect height=180 width=576 x=72 y=72 /></clippath></defs></svg><div class="caption text-center text-muted"> A simple visualization of nullity by column. </div></div><div role=tabpanel class="tab-pane col-sm-12" id=missing-matrix><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=288pt version=1.1 viewbox="0 0 720 288" width=720pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:42.164174</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 288
L 720 288
L 720 0
L 0 0
z
"/></g><g id=axes_1><g id=patch_2><path style=fill:#ffffff; d="M 72 230.4
L 648 230.4
L 648 86.4
L 72 86.4
z
"/></g><g clip-path=url(#pbcb4932c9d)><image height=1393570 id=image4f65ffa4ab style=image-rendering:crisp-edges;image-rendering:pixelated transform="matrix(144 0 0 0.000103 72 86.4)" width=4 xlink:href="data:image/png;base64,
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"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(149.587823 74.166086)rotate(-45)scale(0.104 -0.104)"><defs><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
"/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500
L 1178 3500
L 1178 0
L 603 0
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
"/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
"/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494
L 1172 3500
L 2356 3500
L 2356 3053
L 1172 3053
L 1172 1153
Q 1172 725 1289 603
Q 1406 481 1766 481
L 2356 481
L 2356 0
L 1766 0
Q 1100 0 847 248
Q 594 497 594 1153
L 594 3053
L 172 3053
L 172 3500
L 594 3500
L 594 4494
L 1172 4494
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791
Q 2906 2416 2648 2759
Q 2391 3103 1925 3103
Q 1463 3103 1205 2759
Q 947 2416 947 1791
Q 947 1169 1205 825
Q 1463 481 1925 481
Q 2391 481 2648 825
Q 2906 1169 2906 1791
z
M 3481 434
Q 3481 -459 3084 -895
Q 2688 -1331 1869 -1331
Q 1566 -1331 1297 -1286
Q 1028 -1241 775 -1147
L 775 -588
Q 1028 -725 1275 -790
Q 1522 -856 1778 -856
Q 2344 -856 2625 -561
Q 2906 -266 2906 331
L 2906 616
Q 2728 306 2450 153
Q 2172 0 1784 0
Q 1141 0 747 490
Q 353 981 353 1791
Q 353 2603 747 3093
Q 1141 3584 1784 3584
Q 2172 3584 2450 3431
Q 2728 3278 2906 2969
L 2906 3500
L 3481 3500
L 3481 434
z
"/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063
L 3263 -1509
L -63 -1509
L -63 -1063
L 3263 -1063
z
"/><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969
L 2906 4863
L 3481 4863
L 3481 0
L 2906 0
L 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
z
M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
"/></defs><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g><g id=xtick_2><g id=text_2><g style=fill:#262626; transform="translate(293.587823 74.370616)rotate(-45)scale(0.104 -0.104)"><defs><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759
Q 1497 1759 1228 1600
Q 959 1441 959 1056
Q 959 750 1161 570
Q 1363 391 1709 391
Q 2188 391 2477 730
Q 2766 1069 2766 1631
L 2766 1759
L 2194 1759
z
M 3341 1997
L 3341 0
L 2766 0
L 2766 531
Q 2569 213 2275 61
Q 1981 -91 1556 -91
Q 1019 -91 701 211
Q 384 513 384 1019
Q 384 1609 779 1909
Q 1175 2209 1959 2209
L 2766 2209
L 2766 2266
Q 2766 2663 2505 2880
Q 2244 3097 1772 3097
Q 1472 3097 1187 3025
Q 903 2953 641 2809
L 641 3341
Q 956 3463 1253 3523
Q 1550 3584 1831 3584
Q 2591 3584 2966 3190
Q 3341 2797 3341 1997
z
"/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/></defs><use xlink:href=#DejaVuSans-64 /><use x=63.476562 xlink:href=#DejaVuSans-61 /><use x=124.755859 xlink:href=#DejaVuSans-74 /><use x=163.964844 xlink:href=#DejaVuSans-65 /></g></g></g><g id=xtick_3><g id=text_3><g style=fill:#262626; transform="translate(437.587823 74.370616)rotate(-45)scale(0.104 -0.104)"><defs><path id=DejaVuSans-76 transform=scale(0.015625) d="M 191 3500
L 800 3500
L 1894 563
L 2988 3500
L 3597 3500
L 2284 0
L 1503 0
L 191 3500
z
"/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747
Q 3116 2381 2855 2742
Q 2594 3103 2138 3103
Q 1681 3103 1420 2742
Q 1159 2381 1159 1747
Q 1159 1113 1420 752
Q 1681 391 2138 391
Q 2594 391 2855 752
Q 3116 1113 3116 1747
z
M 1159 2969
Q 1341 3281 1617 3432
Q 1894 3584 2278 3584
Q 2916 3584 3314 3078
Q 3713 2572 3713 1747
Q 3713 922 3314 415
Q 2916 -91 2278 -91
Q 1894 -91 1617 61
Q 1341 213 1159 525
L 1159 0
L 581 0
L 581 4863
L 1159 4863
L 1159 2969
z
"/></defs><use xlink:href=#DejaVuSans-61 /><use x=61.279297 xlink:href=#DejaVuSans-76 /><use x=120.458984 xlink:href=#DejaVuSans-61 /><use x=181.738281 xlink:href=#DejaVuSans-69 /><use x=209.521484 xlink:href=#DejaVuSans-6c /><use x=237.304688 xlink:href=#DejaVuSans-61 /><use x=298.583984 xlink:href=#DejaVuSans-62 /><use x=362.060547 xlink:href=#DejaVuSans-6c /><use x=389.84375 xlink:href=#DejaVuSans-65 /></g></g></g><g id=xtick_4><g id=text_4><g style=fill:#262626; transform="translate(581.587823 74.370616)rotate(-45)scale(0.104 -0.104)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525
L 1159 -1331
L 581 -1331
L 581 3500
L 1159 3500
L 1159 2969
Q 1341 3281 1617 3432
Q 1894 3584 2278 3584
Q 2916 3584 3314 3078
Q 3713 2572 3713 1747
Q 3713 922 3314 415
Q 2916 -91 2278 -91
Q 1894 -91 1617 61
Q 1341 213 1159 525
z
M 3116 1747
Q 3116 2381 2855 2742
Q 2594 3103 2138 3103
Q 1681 3103 1420 2742
Q 1159 2381 1159 1747
Q 1159 1113 1420 752
Q 1681 391 2138 391
Q 2594 391 2855 752
Q 3116 1113 3116 1747
z
"/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963
Q 2534 3019 2420 3045
Q 2306 3072 2169 3072
Q 1681 3072 1420 2755
Q 1159 2438 1159 1844
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1341 3275 1631 3429
Q 1922 3584 2338 3584
Q 2397 3584 2469 3576
Q 2541 3569 2628 3553
L 2631 2963
z
"/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366
L 3122 2828
Q 2878 2963 2633 3030
Q 2388 3097 2138 3097
Q 1578 3097 1268 2742
Q 959 2388 959 1747
Q 959 1106 1268 751
Q 1578 397 2138 397
Q 2388 397 2633 464
Q 2878 531 3122 666
L 3122 134
Q 2881 22 2623 -34
Q 2366 -91 2075 -91
Q 1284 -91 818 406
Q 353 903 353 1747
Q 353 2603 823 3093
Q 1294 3584 2113 3584
Q 2378 3584 2631 3529
Q 2884 3475 3122 3366
z
"/></defs><use xlink:href=#DejaVuSans-70 /><use x=63.476562 xlink:href=#DejaVuSans-72 /><use x=104.589844 xlink:href=#DejaVuSans-69 /><use x=132.373047 xlink:href=#DejaVuSans-63 /><use x=187.353516 xlink:href=#DejaVuSans-65 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_5><g style=fill:#262626; transform="translate(53.22875 91.339036)scale(0.13 -0.13)"><defs><path id=DejaVuSans-31 transform=scale(0.015625) d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
"/></defs><use xlink:href=#DejaVuSans-31 /></g></g></g><g id=ytick_2><g id=text_6><g style=fill:#262626; transform="translate(3.60125 235.338933)scale(0.13 -0.13)"><defs><path id=DejaVuSans-33 transform=scale(0.015625) d="M 2597 2516
Q 3050 2419 3304 2112
Q 3559 1806 3559 1356
Q 3559 666 3084 287
Q 2609 -91 1734 -91
Q 1441 -91 1130 -33
Q 819 25 488 141
L 488 750
Q 750 597 1062 519
Q 1375 441 1716 441
Q 2309 441 2620 675
Q 2931 909 2931 1356
Q 2931 1769 2642 2001
Q 2353 2234 1838 2234
L 1294 2234
L 1294 2753
L 1863 2753
Q 2328 2753 2575 2939
Q 2822 3125 2822 3475
Q 2822 3834 2567 4026
Q 2313 4219 1838 4219
Q 1578 4219 1281 4162
Q 984 4106 628 3988
L 628 4550
Q 988 4650 1302 4700
Q 1616 4750 1894 4750
Q 2613 4750 3031 4423
Q 3450 4097 3450 3541
Q 3450 3153 3228 2886
Q 3006 2619 2597 2516
z
"/><path id=DejaVuSans-39 transform=scale(0.015625) d="M 703 97
L 703 672
Q 941 559 1184 500
Q 1428 441 1663 441
Q 2288 441 2617 861
Q 2947 1281 2994 2138
Q 2813 1869 2534 1725
Q 2256 1581 1919 1581
Q 1219 1581 811 2004
Q 403 2428 403 3163
Q 403 3881 828 4315
Q 1253 4750 1959 4750
Q 2769 4750 3195 4129
Q 3622 3509 3622 2328
Q 3622 1225 3098 567
Q 2575 -91 1691 -91
Q 1453 -91 1209 -44
Q 966 3 703 97
z
M 1959 2075
Q 2384 2075 2632 2365
Q 2881 2656 2881 3163
Q 2881 3666 2632 3958
Q 2384 4250 1959 4250
Q 1534 4250 1286 3958
Q 1038 3666 1038 3163
Q 1038 2656 1286 2365
Q 1534 2075 1959 2075
z
"/><path id=DejaVuSans-35 transform=scale(0.015625) d="M 691 4666
L 3169 4666
L 3169 4134
L 1269 4134
L 1269 2991
Q 1406 3038 1543 3061
Q 1681 3084 1819 3084
Q 2600 3084 3056 2656
Q 3513 2228 3513 1497
Q 3513 744 3044 326
Q 2575 -91 1722 -91
Q 1428 -91 1123 -41
Q 819 9 494 109
L 494 744
Q 775 591 1075 516
Q 1375 441 1709 441
Q 2250 441 2565 725
Q 2881 1009 2881 1497
Q 2881 1984 2565 2268
Q 2250 2553 1709 2553
Q 1456 2553 1204 2497
Q 953 2441 691 2322
L 691 4666
z
"/><path id=DejaVuSans-37 transform=scale(0.015625) d="M 525 4666
L 3525 4666
L 3525 4397
L 1831 0
L 1172 0
L 2766 4134
L 525 4134
L 525 4666
z
"/><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/></defs><use xlink:href=#DejaVuSans-31 /><use x=63.623047 xlink:href=#DejaVuSans-33 /><use x=127.246094 xlink:href=#DejaVuSans-39 /><use x=190.869141 xlink:href=#DejaVuSans-33 /><use x=254.492188 xlink:href=#DejaVuSans-35 /><use x=318.115234 xlink:href=#DejaVuSans-37 /><use x=381.738281 xlink:href=#DejaVuSans-30 /></g></g></g></g><g id=line2d_1><path clip-path=url(#pbcb4932c9d) style=fill:none;stroke:#ffffff;stroke-linecap:round;stroke-width:1.75; d="M 216 230.4
L 216 86.4
"/></g><g id=line2d_2><path clip-path=url(#pbcb4932c9d) style=fill:none;stroke:#ffffff;stroke-linecap:round;stroke-width:1.75; d="M 360 230.4
L 360 86.4
"/></g><g id=line2d_3><path clip-path=url(#pbcb4932c9d) style=fill:none;stroke:#ffffff;stroke-linecap:round;stroke-width:1.75; d="M 504 230.4
L 504 86.4
"/></g></g></g><defs><clippath id=pbcb4932c9d><rect height=144 width=576 x=72 y=86.4 /></clippath></defs></svg><div class="caption text-center text-muted"> Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion. </div></div><div role=tabpanel class="tab-pane col-sm-12" id=missing-dendrogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" height=720pt version=1.1 viewbox="0 0 1800 720" width=1800pt xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink><metadata><rdf:rdf xmlns:cc=http://creativecommons.org/ns# xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2021-10-01T03:59:43.489451</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.4.3, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linecap:butt;stroke-linejoin:round;}</style></defs><g id=figure_1><g id=patch_1><path style=fill:#ffffff; d="M 0 720
L 1800 720
L 1800 0
L 0 0
z
"/></g><g id=axes_1><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style=fill:#262626; transform="translate(373.969557 201.676541)rotate(-45)scale(0.26 -0.26)"><defs><path id=DejaVuSans-64 transform=scale(0.015625) d="M 2906 2969
L 2906 4863
L 3481 4863
L 3481 0
L 2906 0
L 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
z
M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
"/><path id=DejaVuSans-61 transform=scale(0.015625) d="M 2194 1759
Q 1497 1759 1228 1600
Q 959 1441 959 1056
Q 959 750 1161 570
Q 1363 391 1709 391
Q 2188 391 2477 730
Q 2766 1069 2766 1631
L 2766 1759
L 2194 1759
z
M 3341 1997
L 3341 0
L 2766 0
L 2766 531
Q 2569 213 2275 61
Q 1981 -91 1556 -91
Q 1019 -91 701 211
Q 384 513 384 1019
Q 384 1609 779 1909
Q 1175 2209 1959 2209
L 2766 2209
L 2766 2266
Q 2766 2663 2505 2880
Q 2244 3097 1772 3097
Q 1472 3097 1187 3025
Q 903 2953 641 2809
L 641 3341
Q 956 3463 1253 3523
Q 1550 3584 1831 3584
Q 2591 3584 2966 3190
Q 3341 2797 3341 1997
z
"/><path id=DejaVuSans-74 transform=scale(0.015625) d="M 1172 4494
L 1172 3500
L 2356 3500
L 2356 3053
L 1172 3053
L 1172 1153
Q 1172 725 1289 603
Q 1406 481 1766 481
L 2356 481
L 2356 0
L 1766 0
Q 1100 0 847 248
Q 594 497 594 1153
L 594 3053
L 172 3053
L 172 3500
L 594 3500
L 594 4494
L 1172 4494
z
"/><path id=DejaVuSans-65 transform=scale(0.015625) d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
"/></defs><use xlink:href=#DejaVuSans-64 /><use x=63.476562 xlink:href=#DejaVuSans-61 /><use x=124.755859 xlink:href=#DejaVuSans-74 /><use x=163.964844 xlink:href=#DejaVuSans-65 /></g></g></g><g id=xtick_2><g id=text_2><g style=fill:#262626; transform="translate(733.969557 201.165214)rotate(-45)scale(0.26 -0.26)"><defs><path id=DejaVuSans-6c transform=scale(0.015625) d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
"/><path id=DejaVuSans-69 transform=scale(0.015625) d="M 603 3500
L 1178 3500
L 1178 0
L 603 0
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
"/><path id=DejaVuSans-73 transform=scale(0.015625) d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
"/><path id=DejaVuSans-6e transform=scale(0.015625) d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
"/><path id=DejaVuSans-67 transform=scale(0.015625) d="M 2906 1791
Q 2906 2416 2648 2759
Q 2391 3103 1925 3103
Q 1463 3103 1205 2759
Q 947 2416 947 1791
Q 947 1169 1205 825
Q 1463 481 1925 481
Q 2391 481 2648 825
Q 2906 1169 2906 1791
z
M 3481 434
Q 3481 -459 3084 -895
Q 2688 -1331 1869 -1331
Q 1566 -1331 1297 -1286
Q 1028 -1241 775 -1147
L 775 -588
Q 1028 -725 1275 -790
Q 1522 -856 1778 -856
Q 2344 -856 2625 -561
Q 2906 -266 2906 331
L 2906 616
Q 2728 306 2450 153
Q 2172 0 1784 0
Q 1141 0 747 490
Q 353 981 353 1791
Q 353 2603 747 3093
Q 1141 3584 1784 3584
Q 2172 3584 2450 3431
Q 2728 3278 2906 2969
L 2906 3500
L 3481 3500
L 3481 434
z
"/><path id=DejaVuSans-5f transform=scale(0.015625) d="M 3263 -1063
L 3263 -1509
L -63 -1509
L -63 -1063
L 3263 -1063
z
"/></defs><use xlink:href=#DejaVuSans-6c /><use x=27.783203 xlink:href=#DejaVuSans-69 /><use x=55.566406 xlink:href=#DejaVuSans-73 /><use x=107.666016 xlink:href=#DejaVuSans-74 /><use x=146.875 xlink:href=#DejaVuSans-69 /><use x=174.658203 xlink:href=#DejaVuSans-6e /><use x=238.037109 xlink:href=#DejaVuSans-67 /><use x=301.513672 xlink:href=#DejaVuSans-5f /><use x=351.513672 xlink:href=#DejaVuSans-69 /><use x=379.296875 xlink:href=#DejaVuSans-64 /></g></g></g><g id=xtick_3><g id=text_3><g style=fill:#262626; transform="translate(1093.969557 201.676541)rotate(-45)scale(0.26 -0.26)"><defs><path id=DejaVuSans-76 transform=scale(0.015625) d="M 191 3500
L 800 3500
L 1894 563
L 2988 3500
L 3597 3500
L 2284 0
L 1503 0
L 191 3500
z
"/><path id=DejaVuSans-62 transform=scale(0.015625) d="M 3116 1747
Q 3116 2381 2855 2742
Q 2594 3103 2138 3103
Q 1681 3103 1420 2742
Q 1159 2381 1159 1747
Q 1159 1113 1420 752
Q 1681 391 2138 391
Q 2594 391 2855 752
Q 3116 1113 3116 1747
z
M 1159 2969
Q 1341 3281 1617 3432
Q 1894 3584 2278 3584
Q 2916 3584 3314 3078
Q 3713 2572 3713 1747
Q 3713 922 3314 415
Q 2916 -91 2278 -91
Q 1894 -91 1617 61
Q 1341 213 1159 525
L 1159 0
L 581 0
L 581 4863
L 1159 4863
L 1159 2969
z
"/></defs><use xlink:href=#DejaVuSans-61 /><use x=61.279297 xlink:href=#DejaVuSans-76 /><use x=120.458984 xlink:href=#DejaVuSans-61 /><use x=181.738281 xlink:href=#DejaVuSans-69 /><use x=209.521484 xlink:href=#DejaVuSans-6c /><use x=237.304688 xlink:href=#DejaVuSans-61 /><use x=298.583984 xlink:href=#DejaVuSans-62 /><use x=362.060547 xlink:href=#DejaVuSans-6c /><use x=389.84375 xlink:href=#DejaVuSans-65 /></g></g></g><g id=xtick_4><g id=text_4><g style=fill:#262626; transform="translate(1453.969557 201.676541)rotate(-45)scale(0.26 -0.26)"><defs><path id=DejaVuSans-70 transform=scale(0.015625) d="M 1159 525
L 1159 -1331
L 581 -1331
L 581 3500
L 1159 3500
L 1159 2969
Q 1341 3281 1617 3432
Q 1894 3584 2278 3584
Q 2916 3584 3314 3078
Q 3713 2572 3713 1747
Q 3713 922 3314 415
Q 2916 -91 2278 -91
Q 1894 -91 1617 61
Q 1341 213 1159 525
z
M 3116 1747
Q 3116 2381 2855 2742
Q 2594 3103 2138 3103
Q 1681 3103 1420 2742
Q 1159 2381 1159 1747
Q 1159 1113 1420 752
Q 1681 391 2138 391
Q 2594 391 2855 752
Q 3116 1113 3116 1747
z
"/><path id=DejaVuSans-72 transform=scale(0.015625) d="M 2631 2963
Q 2534 3019 2420 3045
Q 2306 3072 2169 3072
Q 1681 3072 1420 2755
Q 1159 2438 1159 1844
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1341 3275 1631 3429
Q 1922 3584 2338 3584
Q 2397 3584 2469 3576
Q 2541 3569 2628 3553
L 2631 2963
z
"/><path id=DejaVuSans-63 transform=scale(0.015625) d="M 3122 3366
L 3122 2828
Q 2878 2963 2633 3030
Q 2388 3097 2138 3097
Q 1578 3097 1268 2742
Q 959 2388 959 1747
Q 959 1106 1268 751
Q 1578 397 2138 397
Q 2388 397 2633 464
Q 2878 531 3122 666
L 3122 134
Q 2881 22 2623 -34
Q 2366 -91 2075 -91
Q 1284 -91 818 406
Q 353 903 353 1747
Q 353 2603 823 3093
Q 1294 3584 2113 3584
Q 2378 3584 2631 3529
Q 2884 3475 3122 3366
z
"/></defs><use xlink:href=#DejaVuSans-70 /><use x=63.476562 xlink:href=#DejaVuSans-72 /><use x=104.589844 xlink:href=#DejaVuSans-69 /><use x=132.373047 xlink:href=#DejaVuSans-63 /><use x=187.353516 xlink:href=#DejaVuSans-65 /></g></g></g></g><g id=matplotlib.axis_2><g id=ytick_1><g id=text_5><g style=fill:#262626; transform="translate(149.14 228.1575)scale(0.32 -0.32)"><defs><path id=DejaVuSans-30 transform=scale(0.015625) d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
"/></defs><use xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_2><g id=text_6><g style=fill:#262626; transform="translate(108.42 329.367543)scale(0.32 -0.32)"><defs><path id=DejaVuSans-32 transform=scale(0.015625) d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
"/></defs><use xlink:href=#DejaVuSans-32 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_3><g id=text_7><g style=fill:#262626; transform="translate(108.42 430.577586)scale(0.32 -0.32)"><defs><path id=DejaVuSans-34 transform=scale(0.015625) d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
"/></defs><use xlink:href=#DejaVuSans-34 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /></g></g></g><g id=ytick_4><g id=text_8><g style=fill:#262626; transform="translate(108.42 531.787628)scale(0.32 -0.32)"><defs><path id=DejaVuSans-36 transform=scale(0.015625) d="M 2113 2584
Q 1688 2584 1439 2293
Q 1191 2003 1191 1497
Q 1191 994 1439 701
Q 1688 409 2113 409
Q 2538 409 2786 701
Q 3034 994 3034 1497
Q 3034 2003 2786 2293
Q 2538 2584 2113 2584
z
M 3366 4563
L 3366 3988
Q 3128 4100 2886 4159
Q 2644 4219 2406 4219
Q 1781 4219 1451 3797
Q 1122 3375 1075 2522
Q 1259 2794 1537 2939
Q 1816 3084 2150 3084
Q 2853 3084 3261 2657
Q 3669 2231 3669 1497
Q 3669 778 3244 343
Q 2819 -91 2113 -91
Q 1303 -91 875 529
Q 447 1150 447 2328
Q 447 3434 972 4092
Q 1497 4750 2381 4750
Q 2619 4750 2861 4703
Q 3103 4656 3366 4563
z
"/></defs><use xlink:href=#DejaVuSans-36 /><use x=63.623047 xlink:href=#DejaVuSans-30 /><use x=127.246094 xlink:href=#DejaVuSans-30 /></g></g></g></g><g id=LineCollection_1><path clip-path=url(#pf5eeb55aef) style=fill:none;stroke:#000000;stroke-width:1.75; d="M 360 216
L 360 216
L 720 216
L 720 216
"/><path clip-path=url(#pf5eeb55aef) style=fill:none;stroke:#000000;stroke-width:1.75; d="M 540 216
L 540 216
L 1080 216
L 1080 216
"/><path clip-path=url(#pf5eeb55aef) style=fill:none;stroke:#000000;stroke-width:1.75; d="M 810 216
L 810 558.857143
L 1440 558.857143
L 1440 216
"/></g></g></g><defs><clippath id=pf5eeb55aef><rect height=360 width=1440 x=180 y=216 /></clippath></defs></svg><div class="caption text-center text-muted"> The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap. </div></div></div></div></div><div class="row header"><a class=anchor-pos id=sample></a><h1 class=page-header>Sample</h1></div><div class=section-items><div class="row spacing"><h2 class=indent>First rows</h2><div id=sample-container class=col-sm-12><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>listing_id</th><th>date</th><th>available</th><th>price</th></tr></thead><tbody><tr><th>0</th><td>241032</td><td>2016-01-04</td><td>t</td><td>$85.00</td></tr><tr><th>1</th><td>241032</td><td>2016-01-05</td><td>t</td><td>$85.00</td></tr><tr><th>2</th><td>241032</td><td>2016-01-06</td><td>f</td><td>NaN</td></tr><tr><th>3</th><td>241032</td><td>2016-01-07</td><td>f</td><td>NaN</td></tr><tr><th>4</th><td>241032</td><td>2016-01-08</td><td>f</td><td>NaN</td></tr><tr><th>5</th><td>241032</td><td>2016-01-09</td><td>f</td><td>NaN</td></tr><tr><th>6</th><td>241032</td><td>2016-01-10</td><td>f</td><td>NaN</td></tr><tr><th>7</th><td>241032</td><td>2016-01-11</td><td>f</td><td>NaN</td></tr><tr><th>8</th><td>241032</td><td>2016-01-12</td><td>f</td><td>NaN</td></tr><tr><th>9</th><td>241032</td><td>2016-01-13</td><td>t</td><td>$85.00</td></tr></tbody></table></div></div><div class="row spacing"><h2 class=indent>Last rows</h2><div id=sample-container class=col-sm-12><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>listing_id</th><th>date</th><th>available</th><th>price</th></tr></thead><tbody><tr><th>1393560</th><td>10208623</td><td>2016-12-24</td><td>f</td><td>NaN</td></tr><tr><th>1393561</th><td>10208623</td><td>2016-12-25</td><td>f</td><td>NaN</td></tr><tr><th>1393562</th><td>10208623</td><td>2016-12-26</td><td>f</td><td>NaN</td></tr><tr><th>1393563</th><td>10208623</td><td>2016-12-27</td><td>f</td><td>NaN</td></tr><tr><th>1393564</th><td>10208623</td><td>2016-12-28</td><td>f</td><td>NaN</td></tr><tr><th>1393565</th><td>10208623</td><td>2016-12-29</td><td>f</td><td>NaN</td></tr><tr><th>1393566</th><td>10208623</td><td>2016-12-30</td><td>f</td><td>NaN</td></tr><tr><th>1393567</th><td>10208623</td><td>2016-12-31</td><td>f</td><td>NaN</td></tr><tr><th>1393568</th><td>10208623</td><td>2017-01-01</td><td>f</td><td>NaN</td></tr><tr><th>1393569</th><td>10208623</td><td>2017-01-02</td><td>f</td><td>NaN</td></tr></tbody></table></div></div></div></div></div><footer><div class=container-fluid><div class="row center-block footer-text"><p class="text-muted text-center">Report generated with <a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling</a>.</p></div></div></footer><script>
/*! jQuery v1.12.4 | (c) jQuery Foundation | jquery.org/license */
!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=a.document,e=c.slice,f=c.concat,g=c.push,h=c.indexOf,i={},j=i.toString,k=i.hasOwnProperty,l={},m="1.12.4",n=function(a,b){return new n.fn.init(a,b)},o=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,p=/^-ms-/,q=/-([\da-z])/gi,r=function(a,b){return b.toUpperCase()};n.fn=n.prototype={jquery:m,constructor:n,selector:"",length:0,toArray:function(){return e.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:e.call(this)},pushStack:function(a){var b=n.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a){return n.each(this,a)},map:function(a){return this.pushStack(n.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(e.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor()},push:g,sort:c.sort,splice:c.splice},n.extend=n.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||n.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(n.isPlainObject(c)||(b=n.isArray(c)))?(b?(b=!1,f=a&&n.isArray(a)?a:[]):f=a&&n.isPlainObject(a)?a:{},g[d]=n.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},n.extend({expando:"jQuery"+(m+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===n.type(a)},isArray:Array.isArray||function(a){return"array"===n.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){var b=a&&a.toString();return!n.isArray(a)&&b-parseFloat(b)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==n.type(a)||a.nodeType||n.isWindow(a))return!1;try{if(a.constructor&&!k.call(a,"constructor")&&!k.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(!l.ownFirst)for(b in a)return k.call(a,b);for(b in a);return void 0===b||k.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?i[j.call(a)]||"object":typeof a},globalEval:function(b){b&&n.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(p,"ms-").replace(q,r)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b){var c,d=0;if(s(a)){for(c=a.length;c>d;d++)if(b.call(a[d],d,a[d])===!1)break}else for(d in a)if(b.call(a[d],d,a[d])===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(o,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(s(Object(a))?n.merge(c,"string"==typeof a?[a]:a):g.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(h)return h.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,e,g=0,h=[];if(s(a))for(d=a.length;d>g;g++)e=b(a[g],g,c),null!=e&&h.push(e);else for(g in a)e=b(a[g],g,c),null!=e&&h.push(e);return f.apply([],h)},guid:1,proxy:function(a,b){var c,d,f;return"string"==typeof b&&(f=a[b],b=a,a=f),n.isFunction(a)?(c=e.call(arguments,2),d=function(){return a.apply(b||this,c.concat(e.call(arguments)))},d.guid=a.guid=a.guid||n.guid++,d):void 0},now:function(){return+new Date},support:l}),"function"==typeof Symbol&&(n.fn[Symbol.iterator]=c[Symbol.iterator]),n.each("Boolean Number String Function Array Date RegExp Object Error Symbol".split(" "),function(a,b){i["[object "+b+"]"]=b.toLowerCase()});function s(a){var b=!!a&&"length"in a&&a.length,c=n.type(a);return"function"===c||n.isWindow(a)?!1:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var t=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ga(),z=ga(),A=ga(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+M+"))|)"+L+"*\\]",O=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+N+")*)|.*)\\)|)",P=new RegExp(L+"+","g"),Q=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),R=new RegExp("^"+L+"*,"+L+"*"),S=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),T=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),U=new RegExp(O),V=new RegExp("^"+M+"$"),W={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M+"|[*])"),ATTR:new RegExp("^"+N),PSEUDO:new RegExp("^"+O),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},X=/^(?:input|select|textarea|button)$/i,Y=/^h\d$/i,Z=/^[^{]+\{\s*\[native \w/,$=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,_=/[+~]/,aa=/'|\\/g,ba=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),ca=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},da=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(ea){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function fa(a,b,d,e){var f,h,j,k,l,o,r,s,w=b&&b.ownerDocument,x=b?b.nodeType:9;if(d=d||[],"string"!=typeof a||!a||1!==x&&9!==x&&11!==x)return d;if(!e&&((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,p)){if(11!==x&&(o=$.exec(a)))if(f=o[1]){if(9===x){if(!(j=b.getElementById(f)))return d;if(j.id===f)return d.push(j),d}else if(w&&(j=w.getElementById(f))&&t(b,j)&&j.id===f)return d.push(j),d}else{if(o[2])return H.apply(d,b.getElementsByTagName(a)),d;if((f=o[3])&&c.getElementsByClassName&&b.getElementsByClassName)return H.apply(d,b.getElementsByClassName(f)),d}if(c.qsa&&!A[a+" "]&&(!q||!q.test(a))){if(1!==x)w=b,s=a;else if("object"!==b.nodeName.toLowerCase()){(k=b.getAttribute("id"))?k=k.replace(aa,"\\$&"):b.setAttribute("id",k=u),r=g(a),h=r.length,l=V.test(k)?"#"+k:"[id='"+k+"']";while(h--)r[h]=l+" "+qa(r[h]);s=r.join(","),w=_.test(a)&&oa(b.parentNode)||b}if(s)try{return H.apply(d,w.querySelectorAll(s)),d}catch(y){}finally{k===u&&b.removeAttribute("id")}}}return i(a.replace(Q,"$1"),b,d,e)}function ga(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ha(a){return a[u]=!0,a}function ia(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ja(a,b){var c=a.split("|"),e=c.length;while(e--)d.attrHandle[c[e]]=b}function ka(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function la(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function na(a){return ha(function(b){return b=+b,ha(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function oa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=fa.support={},f=fa.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=fa.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=n.documentElement,p=!f(n),(e=n.defaultView)&&e.top!==e&&(e.addEventListener?e.addEventListener("unload",da,!1):e.attachEvent&&e.attachEvent("onunload",da)),c.attributes=ia(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ia(function(a){return a.appendChild(n.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=Z.test(n.getElementsByClassName),c.getById=ia(function(a){return o.appendChild(a).id=u,!n.getElementsByName||!n.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ba,ca);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ba,ca);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return"undefined"!=typeof b.getElementsByClassName&&p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=Z.test(n.querySelectorAll))&&(ia(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\r\\' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ia(function(a){var b=n.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=Z.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ia(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",O)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=Z.test(o.compareDocumentPosition),t=b||Z.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===n||a.ownerDocument===v&&t(v,a)?-1:b===n||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,g=[a],h=[b];if(!e||!f)return a===n?-1:b===n?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return ka(a,b);c=a;while(c=c.parentNode)g.unshift(c);c=b;while(c=c.parentNode)h.unshift(c);while(g[d]===h[d])d++;return d?ka(g[d],h[d]):g[d]===v?-1:h[d]===v?1:0},n):n},fa.matches=function(a,b){return fa(a,null,null,b)},fa.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(T,"='$1']"),c.matchesSelector&&p&&!A[b+" "]&&(!r||!r.test(b))&&(!q||!q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return fa(b,n,null,[a]).length>0},fa.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},fa.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},fa.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},fa.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=fa.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=fa.selectors={cacheLength:50,createPseudo:ha,match:W,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ba,ca),a[3]=(a[3]||a[4]||a[5]||"").replace(ba,ca),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||fa.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&fa.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return W.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&U.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ba,ca).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=fa.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(P," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h,t=!1;if(q){if(f){while(p){m=b;while(m=m[p])if(h?m.nodeName.toLowerCase()===r:1===m.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){m=q,l=m[u]||(m[u]={}),k=l[m.uniqueID]||(l[m.uniqueID]={}),j=k[a]||[],n=j[0]===w&&j[1],t=n&&j[2],m=n&&q.childNodes[n];while(m=++n&&m&&m[p]||(t=n=0)||o.pop())if(1===m.nodeType&&++t&&m===b){k[a]=[w,n,t];break}}else if(s&&(m=b,l=m[u]||(m[u]={}),k=l[m.uniqueID]||(l[m.uniqueID]={}),j=k[a]||[],n=j[0]===w&&j[1],t=n),t===!1)while(m=++n&&m&&m[p]||(t=n=0)||o.pop())if((h?m.nodeName.toLowerCase()===r:1===m.nodeType)&&++t&&(s&&(l=m[u]||(m[u]={}),k=l[m.uniqueID]||(l[m.uniqueID]={}),k[a]=[w,t]),m===b))break;return t-=e,t===d||t%d===0&&t/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||fa.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ha(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ha(function(a){var b=[],c=[],d=h(a.replace(Q,"$1"));return d[u]?ha(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ha(function(a){return function(b){return fa(a,b).length>0}}),contains:ha(function(a){return a=a.replace(ba,ca),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ha(function(a){return V.test(a||"")||fa.error("unsupported lang: "+a),a=a.replace(ba,ca).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Y.test(a.nodeName)},input:function(a){return X.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:na(function(){return[0]}),last:na(function(a,b){return[b-1]}),eq:na(function(a,b,c){return[0>c?c+b:c]}),even:na(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:na(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:na(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:na(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=la(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=ma(b);function pa(){}pa.prototype=d.filters=d.pseudos,d.setFilters=new pa,g=fa.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){c&&!(e=R.exec(h))||(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=S.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(Q," ")}),h=h.slice(c.length));for(g in d.filter)!(e=W[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?fa.error(a):z(a,i).slice(0)};function qa(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function ra(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j,k=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(j=b[u]||(b[u]={}),i=j[b.uniqueID]||(j[b.uniqueID]={}),(h=i[d])&&h[0]===w&&h[1]===f)return k[2]=h[2];if(i[d]=k,k[2]=a(b,c,g))return!0}}}function sa(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ta(a,b,c){for(var d=0,e=b.length;e>d;d++)fa(a,b[d],c);return c}function ua(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(c&&!c(f,d,e)||(g.push(f),j&&b.push(h)));return g}function va(a,b,c,d,e,f){return d&&!d[u]&&(d=va(d)),e&&!e[u]&&(e=va(e,f)),ha(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ta(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:ua(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=ua(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=ua(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function wa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=ra(function(a){return a===b},h,!0),l=ra(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[ra(sa(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return va(i>1&&sa(m),i>1&&qa(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(Q,"$1"),c,e>i&&wa(a.slice(i,e)),f>e&&wa(a=a.slice(e)),f>e&&qa(a))}m.push(c)}return sa(m)}function xa(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,o,q,r=0,s="0",t=f&&[],u=[],v=j,x=f||e&&d.find.TAG("*",k),y=w+=null==v?1:Math.random()||.1,z=x.length;for(k&&(j=g===n||g||k);s!==z&&null!=(l=x[s]);s++){if(e&&l){o=0,g||l.ownerDocument===n||(m(l),h=!p);while(q=a[o++])if(q(l,g||n,h)){i.push(l);break}k&&(w=y)}c&&((l=!q&&l)&&r--,f&&t.push(l))}if(r+=s,c&&s!==r){o=0;while(q=b[o++])q(t,u,g,h);if(f){if(r>0)while(s--)t[s]||u[s]||(u[s]=F.call(i));u=ua(u)}H.apply(i,u),k&&!f&&u.length>0&&r+b.length>1&&fa.uniqueSort(i)}return k&&(w=y,j=v),t};return c?ha(f):f}return h=fa.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=wa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,xa(e,d)),f.selector=a}return f},i=fa.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ba,ca),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=W.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ba,ca),_.test(j[0].type)&&oa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&qa(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,!b||_.test(a)&&oa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ia(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ia(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ja("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ia(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ja("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ia(function(a){return null==a.getAttribute("disabled")})||ja(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),fa}(a);n.find=t,n.expr=t.selectors,n.expr[":"]=n.expr.pseudos,n.uniqueSort=n.unique=t.uniqueSort,n.text=t.getText,n.isXMLDoc=t.isXML,n.contains=t.contains;var u=function(a,b,c){var d=[],e=void 0!==c;while((a=a[b])&&9!==a.nodeType)if(1===a.nodeType){if(e&&n(a).is(c))break;d.push(a)}return d},v=function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c},w=n.expr.match.needsContext,x=/^<([\w-]+)\s*\/?>(?:<\/\1>|)$/,y=/^.[^:#\[\.,]*$/;function z(a,b,c){if(n.isFunction(b))return n.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return n.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(y.test(b))return n.filter(b,a,c);b=n.filter(b,a)}return n.grep(a,function(a){return n.inArray(a,b)>-1!==c})}n.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?n.find.matchesSelector(d,a)?[d]:[]:n.find.matches(a,n.grep(b,function(a){return 1===a.nodeType}))},n.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(n(a).filter(function(){for(b=0;e>b;b++)if(n.contains(d[b],this))return!0}));for(b=0;e>b;b++)n.find(a,d[b],c);return c=this.pushStack(e>1?n.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(z(this,a||[],!1))},not:function(a){return this.pushStack(z(this,a||[],!0))},is:function(a){return!!z(this,"string"==typeof a&&w.test(a)?n(a):a||[],!1).length}});var A,B=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,C=n.fn.init=function(a,b,c){var e,f;if(!a)return this;if(c=c||A,"string"==typeof a){if(e="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:B.exec(a),!e||!e[1]&&b)return!b||b.jquery?(b||c).find(a):this.constructor(b).find(a);if(e[1]){if(b=b instanceof n?b[0]:b,n.merge(this,n.parseHTML(e[1],b&&b.nodeType?b.ownerDocument||b:d,!0)),x.test(e[1])&&n.isPlainObject(b))for(e in b)n.isFunction(this[e])?this[e](b[e]):this.attr(e,b[e]);return this}if(f=d.getElementById(e[2]),f&&f.parentNode){if(f.id!==e[2])return A.find(a);this.length=1,this[0]=f}return this.context=d,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):n.isFunction(a)?"undefined"!=typeof c.ready?c.ready(a):a(n):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),n.makeArray(a,this))};C.prototype=n.fn,A=n(d);var D=/^(?:parents|prev(?:Until|All))/,E={children:!0,contents:!0,next:!0,prev:!0};n.fn.extend({has:function(a){var b,c=n(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(n.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=w.test(a)||"string"!=typeof a?n(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&n.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?n.uniqueSort(f):f)},index:function(a){return a?"string"==typeof a?n.inArray(this[0],n(a)):n.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(n.uniqueSort(n.merge(this.get(),n(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function F(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}n.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return u(a,"parentNode")},parentsUntil:function(a,b,c){return u(a,"parentNode",c)},next:function(a){return F(a,"nextSibling")},prev:function(a){return F(a,"previousSibling")},nextAll:function(a){return u(a,"nextSibling")},prevAll:function(a){return u(a,"previousSibling")},nextUntil:function(a,b,c){return u(a,"nextSibling",c)},prevUntil:function(a,b,c){return u(a,"previousSibling",c)},siblings:function(a){return v((a.parentNode||{}).firstChild,a)},children:function(a){return v(a.firstChild)},contents:function(a){return n.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:n.merge([],a.childNodes)}},function(a,b){n.fn[a]=function(c,d){var e=n.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=n.filter(d,e)),this.length>1&&(E[a]||(e=n.uniqueSort(e)),D.test(a)&&(e=e.reverse())),this.pushStack(e)}});var G=/\S+/g;function H(a){var b={};return n.each(a.match(G)||[],function(a,c){b[c]=!0}),b}n.Callbacks=function(a){a="string"==typeof a?H(a):n.extend({},a);var b,c,d,e,f=[],g=[],h=-1,i=function(){for(e=a.once,d=b=!0;g.length;h=-1){c=g.shift();while(++h<f.length)f[h].apply(c[0],c[1])===!1&&a.stopOnFalse&&(h=f.length,c=!1)}a.memory||(c=!1),b=!1,e&&(f=c?[]:"")},j={add:function(){return f&&(c&&!b&&(h=f.length-1,g.push(c)),function d(b){n.each(b,function(b,c){n.isFunction(c)?a.unique&&j.has(c)||f.push(c):c&&c.length&&"string"!==n.type(c)&&d(c)})}(arguments),c&&!b&&i()),this},remove:function(){return n.each(arguments,function(a,b){var c;while((c=n.inArray(b,f,c))>-1)f.splice(c,1),h>=c&&h--}),this},has:function(a){return a?n.inArray(a,f)>-1:f.length>0},empty:function(){return f&&(f=[]),this},disable:function(){return e=g=[],f=c="",this},disabled:function(){return!f},lock:function(){return e=!0,c||j.disable(),this},locked:function(){return!!e},fireWith:function(a,c){return e||(c=c||[],c=[a,c.slice?c.slice():c],g.push(c),b||i()),this},fire:function(){return j.fireWith(this,arguments),this},fired:function(){return!!d}};return j},n.extend({Deferred:function(a){var b=[["resolve","done",n.Callbacks("once memory"),"resolved"],["reject","fail",n.Callbacks("once memory"),"rejected"],["notify","progress",n.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return n.Deferred(function(c){n.each(b,function(b,f){var g=n.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&n.isFunction(a.promise)?a.promise().progress(c.notify).done(c.resolve).fail(c.reject):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?n.extend(a,d):d}},e={};return d.pipe=d.then,n.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=e.call(arguments),d=c.length,f=1!==d||a&&n.isFunction(a.promise)?d:0,g=1===f?a:n.Deferred(),h=function(a,b,c){return function(d){b[a]=this,c[a]=arguments.length>1?e.call(arguments):d,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(d>1)for(i=new Array(d),j=new Array(d),k=new Array(d);d>b;b++)c[b]&&n.isFunction(c[b].promise)?c[b].promise().progress(h(b,j,i)).done(h(b,k,c)).fail(g.reject):--f;return f||g.resolveWith(k,c),g.promise()}});var I;n.fn.ready=function(a){return n.ready.promise().done(a),this},n.extend({isReady:!1,readyWait:1,holdReady:function(a){a?n.readyWait++:n.ready(!0)},ready:function(a){(a===!0?--n.readyWait:n.isReady)||(n.isReady=!0,a!==!0&&--n.readyWait>0||(I.resolveWith(d,[n]),n.fn.triggerHandler&&(n(d).triggerHandler("ready"),n(d).off("ready"))))}});function J(){d.addEventListener?(d.removeEventListener("DOMContentLoaded",K),a.removeEventListener("load",K)):(d.detachEvent("onreadystatechange",K),a.detachEvent("onload",K))}function K(){(d.addEventListener||"load"===a.event.type||"complete"===d.readyState)&&(J(),n.ready())}n.ready.promise=function(b){if(!I)if(I=n.Deferred(),"complete"===d.readyState||"loading"!==d.readyState&&!d.documentElement.doScroll)a.setTimeout(n.ready);else if(d.addEventListener)d.addEventListener("DOMContentLoaded",K),a.addEventListener("load",K);else{d.attachEvent("onreadystatechange",K),a.attachEvent("onload",K);var c=!1;try{c=null==a.frameElement&&d.documentElement}catch(e){}c&&c.doScroll&&!function f(){if(!n.isReady){try{c.doScroll("left")}catch(b){return a.setTimeout(f,50)}J(),n.ready()}}()}return I.promise(b)},n.ready.promise();var L;for(L in n(l))break;l.ownFirst="0"===L,l.inlineBlockNeedsLayout=!1,n(function(){var a,b,c,e;c=d.getElementsByTagName("body")[0],c&&c.style&&(b=d.createElement("div"),e=d.createElement("div"),e.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(e).appendChild(b),"undefined"!=typeof b.style.zoom&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",l.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(e))}),function(){var a=d.createElement("div");l.deleteExpando=!0;try{delete a.test}catch(b){l.deleteExpando=!1}a=null}();var M=function(a){var b=n.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b},N=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,O=/([A-Z])/g;function P(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(O,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:N.test(c)?n.parseJSON(c):c}catch(e){}n.data(a,b,c)}else c=void 0;
}return c}function Q(a){var b;for(b in a)if(("data"!==b||!n.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;return!0}function R(a,b,d,e){if(M(a)){var f,g,h=n.expando,i=a.nodeType,j=i?n.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||n.guid++:h),j[k]||(j[k]=i?{}:{toJSON:n.noop}),"object"!=typeof b&&"function"!=typeof b||(e?j[k]=n.extend(j[k],b):j[k].data=n.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[n.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[n.camelCase(b)])):f=g,f}}function S(a,b,c){if(M(a)){var d,e,f=a.nodeType,g=f?n.cache:a,h=f?a[n.expando]:n.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){n.isArray(b)?b=b.concat(n.map(b,n.camelCase)):b in d?b=[b]:(b=n.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!Q(d):!n.isEmptyObject(d))return}(c||(delete g[h].data,Q(g[h])))&&(f?n.cleanData([a],!0):l.deleteExpando||g!=g.window?delete g[h]:g[h]=void 0)}}}n.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?n.cache[a[n.expando]]:a[n.expando],!!a&&!Q(a)},data:function(a,b,c){return R(a,b,c)},removeData:function(a,b){return S(a,b)},_data:function(a,b,c){return R(a,b,c,!0)},_removeData:function(a,b){return S(a,b,!0)}}),n.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=n.data(f),1===f.nodeType&&!n._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=n.camelCase(d.slice(5)),P(f,d,e[d])));n._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){n.data(this,a)}):arguments.length>1?this.each(function(){n.data(this,a,b)}):f?P(f,a,n.data(f,a)):void 0},removeData:function(a){return this.each(function(){n.removeData(this,a)})}}),n.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=n._data(a,b),c&&(!d||n.isArray(c)?d=n._data(a,b,n.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=n.queue(a,b),d=c.length,e=c.shift(),f=n._queueHooks(a,b),g=function(){n.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return n._data(a,c)||n._data(a,c,{empty:n.Callbacks("once memory").add(function(){n._removeData(a,b+"queue"),n._removeData(a,c)})})}}),n.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?n.queue(this[0],a):void 0===b?this:this.each(function(){var c=n.queue(this,a,b);n._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&n.dequeue(this,a)})},dequeue:function(a){return this.each(function(){n.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=n.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=n._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}}),function(){var a;l.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,e;return c=d.getElementsByTagName("body")[0],c&&c.style?(b=d.createElement("div"),e=d.createElement("div"),e.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(e).appendChild(b),"undefined"!=typeof b.style.zoom&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(d.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(e),a):void 0}}();var T=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,U=new RegExp("^(?:([+-])=|)("+T+")([a-z%]*)$","i"),V=["Top","Right","Bottom","Left"],W=function(a,b){return a=b||a,"none"===n.css(a,"display")||!n.contains(a.ownerDocument,a)};function X(a,b,c,d){var e,f=1,g=20,h=d?function(){return d.cur()}:function(){return n.css(a,b,"")},i=h(),j=c&&c[3]||(n.cssNumber[b]?"":"px"),k=(n.cssNumber[b]||"px"!==j&&+i)&&U.exec(n.css(a,b));if(k&&k[3]!==j){j=j||k[3],c=c||[],k=+i||1;do f=f||".5",k/=f,n.style(a,b,k+j);while(f!==(f=h()/i)&&1!==f&&--g)}return c&&(k=+k||+i||0,e=c[1]?k+(c[1]+1)*c[2]:+c[2],d&&(d.unit=j,d.start=k,d.end=e)),e}var Y=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===n.type(c)){e=!0;for(h in c)Y(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,n.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(n(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},Z=/^(?:checkbox|radio)$/i,$=/<([\w:-]+)/,_=/^$|\/(?:java|ecma)script/i,aa=/^\s+/,ba="abbr|article|aside|audio|bdi|canvas|data|datalist|details|dialog|figcaption|figure|footer|header|hgroup|main|mark|meter|nav|output|picture|progress|section|summary|template|time|video";function ca(a){var b=ba.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}!function(){var a=d.createElement("div"),b=d.createDocumentFragment(),c=d.createElement("input");a.innerHTML=" <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",l.leadingWhitespace=3===a.firstChild.nodeType,l.tbody=!a.getElementsByTagName("tbody").length,l.htmlSerialize=!!a.getElementsByTagName("link").length,l.html5Clone="<:nav></:nav>"!==d.createElement("nav").cloneNode(!0).outerHTML,c.type="checkbox",c.checked=!0,b.appendChild(c),l.appendChecked=c.checked,a.innerHTML="<textarea>x</textarea>",l.noCloneChecked=!!a.cloneNode(!0).lastChild.defaultValue,b.appendChild(a),c=d.createElement("input"),c.setAttribute("type","radio"),c.setAttribute("checked","checked"),c.setAttribute("name","t"),a.appendChild(c),l.checkClone=a.cloneNode(!0).cloneNode(!0).lastChild.checked,l.noCloneEvent=!!a.addEventListener,a[n.expando]=1,l.attributes=!a.getAttribute(n.expando)}();var da={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:l.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]};da.optgroup=da.option,da.tbody=da.tfoot=da.colgroup=da.caption=da.thead,da.th=da.td;function ea(a,b){var c,d,e=0,f="undefined"!=typeof a.getElementsByTagName?a.getElementsByTagName(b||"*"):"undefined"!=typeof a.querySelectorAll?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||n.nodeName(d,b)?f.push(d):n.merge(f,ea(d,b));return void 0===b||b&&n.nodeName(a,b)?n.merge([a],f):f}function fa(a,b){for(var c,d=0;null!=(c=a[d]);d++)n._data(c,"globalEval",!b||n._data(b[d],"globalEval"))}var ga=/<|&#?\w+;/,ha=/<tbody/i;function ia(a){Z.test(a.type)&&(a.defaultChecked=a.checked)}function ja(a,b,c,d,e){for(var f,g,h,i,j,k,m,o=a.length,p=ca(b),q=[],r=0;o>r;r++)if(g=a[r],g||0===g)if("object"===n.type(g))n.merge(q,g.nodeType?[g]:g);else if(ga.test(g)){i=i||p.appendChild(b.createElement("div")),j=($.exec(g)||["",""])[1].toLowerCase(),m=da[j]||da._default,i.innerHTML=m[1]+n.htmlPrefilter(g)+m[2],f=m[0];while(f--)i=i.lastChild;if(!l.leadingWhitespace&&aa.test(g)&&q.push(b.createTextNode(aa.exec(g)[0])),!l.tbody){g="table"!==j||ha.test(g)?"<table>"!==m[1]||ha.test(g)?0:i:i.firstChild,f=g&&g.childNodes.length;while(f--)n.nodeName(k=g.childNodes[f],"tbody")&&!k.childNodes.length&&g.removeChild(k)}n.merge(q,i.childNodes),i.textContent="";while(i.firstChild)i.removeChild(i.firstChild);i=p.lastChild}else q.push(b.createTextNode(g));i&&p.removeChild(i),l.appendChecked||n.grep(ea(q,"input"),ia),r=0;while(g=q[r++])if(d&&n.inArray(g,d)>-1)e&&e.push(g);else if(h=n.contains(g.ownerDocument,g),i=ea(p.appendChild(g),"script"),h&&fa(i),c){f=0;while(g=i[f++])_.test(g.type||"")&&c.push(g)}return i=null,p}!function(){var b,c,e=d.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(l[b]=c in a)||(e.setAttribute(c,"t"),l[b]=e.attributes[c].expando===!1);e=null}();var ka=/^(?:input|select|textarea)$/i,la=/^key/,ma=/^(?:mouse|pointer|contextmenu|drag|drop)|click/,na=/^(?:focusinfocus|focusoutblur)$/,oa=/^([^.]*)(?:\.(.+)|)/;function pa(){return!0}function qa(){return!1}function ra(){try{return d.activeElement}catch(a){}}function sa(a,b,c,d,e,f){var g,h;if("object"==typeof b){"string"!=typeof c&&(d=d||c,c=void 0);for(h in b)sa(a,h,c,d,b[h],f);return a}if(null==d&&null==e?(e=c,d=c=void 0):null==e&&("string"==typeof c?(e=d,d=void 0):(e=d,d=c,c=void 0)),e===!1)e=qa;else if(!e)return a;return 1===f&&(g=e,e=function(a){return n().off(a),g.apply(this,arguments)},e.guid=g.guid||(g.guid=n.guid++)),a.each(function(){n.event.add(this,b,e,d,c)})}n.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,m,o,p,q,r=n._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=n.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return"undefined"==typeof n||a&&n.event.triggered===a.type?void 0:n.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(G)||[""],h=b.length;while(h--)f=oa.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=n.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=n.event.special[o]||{},l=n.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&n.expr.match.needsContext.test(e),namespace:p.join(".")},i),(m=g[o])||(m=g[o]=[],m.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?m.splice(m.delegateCount++,0,l):m.push(l),n.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,m,o,p,q,r=n.hasData(a)&&n._data(a);if(r&&(k=r.events)){b=(b||"").match(G)||[""],j=b.length;while(j--)if(h=oa.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=n.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,m=k[o]||[],h=h[2]&&new RegExp("(^|\\.)"+p.join("\\.(?:.*\\.|)")+"(\\.|$)"),i=f=m.length;while(f--)g=m[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(m.splice(f,1),g.selector&&m.delegateCount--,l.remove&&l.remove.call(a,g));i&&!m.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||n.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)n.event.remove(a,o+b[j],c,d,!0);n.isEmptyObject(k)&&(delete r.handle,n._removeData(a,"events"))}},trigger:function(b,c,e,f){var g,h,i,j,l,m,o,p=[e||d],q=k.call(b,"type")?b.type:b,r=k.call(b,"namespace")?b.namespace.split("."):[];if(i=m=e=e||d,3!==e.nodeType&&8!==e.nodeType&&!na.test(q+n.event.triggered)&&(q.indexOf(".")>-1&&(r=q.split("."),q=r.shift(),r.sort()),h=q.indexOf(":")<0&&"on"+q,b=b[n.expando]?b:new n.Event(q,"object"==typeof b&&b),b.isTrigger=f?2:3,b.namespace=r.join("."),b.rnamespace=b.namespace?new RegExp("(^|\\.)"+r.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,b.result=void 0,b.target||(b.target=e),c=null==c?[b]:n.makeArray(c,[b]),l=n.event.special[q]||{},f||!l.trigger||l.trigger.apply(e,c)!==!1)){if(!f&&!l.noBubble&&!n.isWindow(e)){for(j=l.delegateType||q,na.test(j+q)||(i=i.parentNode);i;i=i.parentNode)p.push(i),m=i;m===(e.ownerDocument||d)&&p.push(m.defaultView||m.parentWindow||a)}o=0;while((i=p[o++])&&!b.isPropagationStopped())b.type=o>1?j:l.bindType||q,g=(n._data(i,"events")||{})[b.type]&&n._data(i,"handle"),g&&g.apply(i,c),g=h&&i[h],g&&g.apply&&M(i)&&(b.result=g.apply(i,c),b.result===!1&&b.preventDefault());if(b.type=q,!f&&!b.isDefaultPrevented()&&(!l._default||l._default.apply(p.pop(),c)===!1)&&M(e)&&h&&e[q]&&!n.isWindow(e)){m=e[h],m&&(e[h]=null),n.event.triggered=q;try{e[q]()}catch(s){}n.event.triggered=void 0,m&&(e[h]=m)}return b.result}},dispatch:function(a){a=n.event.fix(a);var b,c,d,f,g,h=[],i=e.call(arguments),j=(n._data(this,"events")||{})[a.type]||[],k=n.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=n.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,c=0;while((g=f.handlers[c++])&&!a.isImmediatePropagationStopped())a.rnamespace&&!a.rnamespace.test(g.namespace)||(a.handleObj=g,a.data=g.data,d=((n.event.special[g.origType]||{}).handle||g.handler).apply(f.elem,i),void 0!==d&&(a.result=d)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&("click"!==a.type||isNaN(a.button)||a.button<1))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(d=[],c=0;h>c;c++)f=b[c],e=f.selector+" ",void 0===d[e]&&(d[e]=f.needsContext?n(e,this).index(i)>-1:n.find(e,this,null,[i]).length),d[e]&&d.push(f);d.length&&g.push({elem:i,handlers:d})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[n.expando])return a;var b,c,e,f=a.type,g=a,h=this.fixHooks[f];h||(this.fixHooks[f]=h=ma.test(f)?this.mouseHooks:la.test(f)?this.keyHooks:{}),e=h.props?this.props.concat(h.props):this.props,a=new n.Event(g),b=e.length;while(b--)c=e[b],a[c]=g[c];return a.target||(a.target=g.srcElement||d),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,h.filter?h.filter(a,g):a},props:"altKey bubbles cancelable ctrlKey currentTarget detail eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,e,f,g=b.button,h=b.fromElement;return null==a.pageX&&null!=b.clientX&&(e=a.target.ownerDocument||d,f=e.documentElement,c=e.body,a.pageX=b.clientX+(f&&f.scrollLeft||c&&c.scrollLeft||0)-(f&&f.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(f&&f.scrollTop||c&&c.scrollTop||0)-(f&&f.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&h&&(a.relatedTarget=h===a.target?b.toElement:h),a.which||void 0===g||(a.which=1&g?1:2&g?3:4&g?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ra()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ra()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return n.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return n.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c){var d=n.extend(new n.Event,c,{type:a,isSimulated:!0});n.event.trigger(d,null,b),d.isDefaultPrevented()&&c.preventDefault()}},n.removeEvent=d.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c)}:function(a,b,c){var d="on"+b;a.detachEvent&&("undefined"==typeof a[d]&&(a[d]=null),a.detachEvent(d,c))},n.Event=function(a,b){return this instanceof n.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?pa:qa):this.type=a,b&&n.extend(this,b),this.timeStamp=a&&a.timeStamp||n.now(),void(this[n.expando]=!0)):new n.Event(a,b)},n.Event.prototype={constructor:n.Event,isDefaultPrevented:qa,isPropagationStopped:qa,isImmediatePropagationStopped:qa,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=pa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=pa,a&&!this.isSimulated&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=pa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},n.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){n.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return e&&(e===d||n.contains(d,e))||(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),l.submit||(n.event.special.submit={setup:function(){return n.nodeName(this,"form")?!1:void n.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=n.nodeName(b,"input")||n.nodeName(b,"button")?n.prop(b,"form"):void 0;c&&!n._data(c,"submit")&&(n.event.add(c,"submit._submit",function(a){a._submitBubble=!0}),n._data(c,"submit",!0))})},postDispatch:function(a){a._submitBubble&&(delete a._submitBubble,this.parentNode&&!a.isTrigger&&n.event.simulate("submit",this.parentNode,a))},teardown:function(){return n.nodeName(this,"form")?!1:void n.event.remove(this,"._submit")}}),l.change||(n.event.special.change={setup:function(){return ka.test(this.nodeName)?("checkbox"!==this.type&&"radio"!==this.type||(n.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._justChanged=!0)}),n.event.add(this,"click._change",function(a){this._justChanged&&!a.isTrigger&&(this._justChanged=!1),n.event.simulate("change",this,a)})),!1):void n.event.add(this,"beforeactivate._change",function(a){var b=a.target;ka.test(b.nodeName)&&!n._data(b,"change")&&(n.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||n.event.simulate("change",this.parentNode,a)}),n._data(b,"change",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return n.event.remove(this,"._change"),!ka.test(this.nodeName)}}),l.focusin||n.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){n.event.simulate(b,a.target,n.event.fix(a))};n.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=n._data(d,b);e||d.addEventListener(a,c,!0),n._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=n._data(d,b)-1;e?n._data(d,b,e):(d.removeEventListener(a,c,!0),n._removeData(d,b))}}}),n.fn.extend({on:function(a,b,c,d){return sa(this,a,b,c,d)},one:function(a,b,c,d){return sa(this,a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,n(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return b!==!1&&"function"!=typeof b||(c=b,b=void 0),c===!1&&(c=qa),this.each(function(){n.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){n.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?n.event.trigger(a,b,c,!0):void 0}});var ta=/ jQuery\d+="(?:null|\d+)"/g,ua=new RegExp("<(?:"+ba+")[\\s/>]","i"),va=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:-]+)[^>]*)\/>/gi,wa=/<script|<style|<link/i,xa=/checked\s*(?:[^=]|=\s*.checked.)/i,ya=/^true\/(.*)/,za=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g,Aa=ca(d),Ba=Aa.appendChild(d.createElement("div"));function Ca(a,b){return n.nodeName(a,"table")&&n.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function Da(a){return a.type=(null!==n.find.attr(a,"type"))+"/"+a.type,a}function Ea(a){var b=ya.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function Fa(a,b){if(1===b.nodeType&&n.hasData(a)){var c,d,e,f=n._data(a),g=n._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)n.event.add(b,c,h[c][d])}g.data&&(g.data=n.extend({},g.data))}}function Ga(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!l.noCloneEvent&&b[n.expando]){e=n._data(b);for(d in e.events)n.removeEvent(b,d,e.handle);b.removeAttribute(n.expando)}"script"===c&&b.text!==a.text?(Da(b).text=a.text,Ea(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),l.html5Clone&&a.innerHTML&&!n.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&Z.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:"input"!==c&&"textarea"!==c||(b.defaultValue=a.defaultValue)}}function Ha(a,b,c,d){b=f.apply([],b);var e,g,h,i,j,k,m=0,o=a.length,p=o-1,q=b[0],r=n.isFunction(q);if(r||o>1&&"string"==typeof q&&!l.checkClone&&xa.test(q))return a.each(function(e){var f=a.eq(e);r&&(b[0]=q.call(this,e,f.html())),Ha(f,b,c,d)});if(o&&(k=ja(b,a[0].ownerDocument,!1,a,d),e=k.firstChild,1===k.childNodes.length&&(k=e),e||d)){for(i=n.map(ea(k,"script"),Da),h=i.length;o>m;m++)g=k,m!==p&&(g=n.clone(g,!0,!0),h&&n.merge(i,ea(g,"script"))),c.call(a[m],g,m);if(h)for(j=i[i.length-1].ownerDocument,n.map(i,Ea),m=0;h>m;m++)g=i[m],_.test(g.type||"")&&!n._data(g,"globalEval")&&n.contains(j,g)&&(g.src?n._evalUrl&&n._evalUrl(g.src):n.globalEval((g.text||g.textContent||g.innerHTML||"").replace(za,"")));k=e=null}return a}function Ia(a,b,c){for(var d,e=b?n.filter(b,a):a,f=0;null!=(d=e[f]);f++)c||1!==d.nodeType||n.cleanData(ea(d)),d.parentNode&&(c&&n.contains(d.ownerDocument,d)&&fa(ea(d,"script")),d.parentNode.removeChild(d));return a}n.extend({htmlPrefilter:function(a){return a.replace(va,"<$1></$2>")},clone:function(a,b,c){var d,e,f,g,h,i=n.contains(a.ownerDocument,a);if(l.html5Clone||n.isXMLDoc(a)||!ua.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(Ba.innerHTML=a.outerHTML,Ba.removeChild(f=Ba.firstChild)),!(l.noCloneEvent&&l.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||n.isXMLDoc(a)))for(d=ea(f),h=ea(a),g=0;null!=(e=h[g]);++g)d[g]&&Ga(e,d[g]);if(b)if(c)for(h=h||ea(a),d=d||ea(f),g=0;null!=(e=h[g]);g++)Fa(e,d[g]);else Fa(a,f);return d=ea(f,"script"),d.length>0&&fa(d,!i&&ea(a,"script")),d=h=e=null,f},cleanData:function(a,b){for(var d,e,f,g,h=0,i=n.expando,j=n.cache,k=l.attributes,m=n.event.special;null!=(d=a[h]);h++)if((b||M(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)m[e]?n.event.remove(d,e):n.removeEvent(d,e,g.handle);j[f]&&(delete j[f],k||"undefined"==typeof d.removeAttribute?d[i]=void 0:d.removeAttribute(i),c.push(f))}}}),n.fn.extend({domManip:Ha,detach:function(a){return Ia(this,a,!0)},remove:function(a){return Ia(this,a)},text:function(a){return Y(this,function(a){return void 0===a?n.text(this):this.empty().append((this[0]&&this[0].ownerDocument||d).createTextNode(a))},null,a,arguments.length)},append:function(){return Ha(this,arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=Ca(this,a);b.appendChild(a)}})},prepend:function(){return Ha(this,arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=Ca(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return Ha(this,arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return Ha(this,arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&n.cleanData(ea(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&n.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return n.clone(this,a,b)})},html:function(a){return Y(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(ta,""):void 0;if("string"==typeof a&&!wa.test(a)&&(l.htmlSerialize||!ua.test(a))&&(l.leadingWhitespace||!aa.test(a))&&!da[($.exec(a)||["",""])[1].toLowerCase()]){a=n.htmlPrefilter(a);try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(n.cleanData(ea(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=[];return Ha(this,arguments,function(b){var c=this.parentNode;n.inArray(this,a)<0&&(n.cleanData(ea(this)),c&&c.replaceChild(b,this))},a)}}),n.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){n.fn[a]=function(a){for(var c,d=0,e=[],f=n(a),h=f.length-1;h>=d;d++)c=d===h?this:this.clone(!0),n(f[d])[b](c),g.apply(e,c.get());return this.pushStack(e)}});var Ja,Ka={HTML:"block",BODY:"block"};function La(a,b){var c=n(b.createElement(a)).appendTo(b.body),d=n.css(c[0],"display");return c.detach(),d}function Ma(a){var b=d,c=Ka[a];return c||(c=La(a,b),"none"!==c&&c||(Ja=(Ja||n("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ja[0].contentWindow||Ja[0].contentDocument).document,b.write(),b.close(),c=La(a,b),Ja.detach()),Ka[a]=c),c}var Na=/^margin/,Oa=new RegExp("^("+T+")(?!px)[a-z%]+$","i"),Pa=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e},Qa=d.documentElement;!function(){var b,c,e,f,g,h,i=d.createElement("div"),j=d.createElement("div");if(j.style){j.style.cssText="float:left;opacity:.5",l.opacity="0.5"===j.style.opacity,l.cssFloat=!!j.style.cssFloat,j.style.backgroundClip="content-box",j.cloneNode(!0).style.backgroundClip="",l.clearCloneStyle="content-box"===j.style.backgroundClip,i=d.createElement("div"),i.style.cssText="border:0;width:8px;height:0;top:0;left:-9999px;padding:0;margin-top:1px;position:absolute",j.innerHTML="",i.appendChild(j),l.boxSizing=""===j.style.boxSizing||""===j.style.MozBoxSizing||""===j.style.WebkitBoxSizing,n.extend(l,{reliableHiddenOffsets:function(){return null==b&&k(),f},boxSizingReliable:function(){return null==b&&k(),e},pixelMarginRight:function(){return null==b&&k(),c},pixelPosition:function(){return null==b&&k(),b},reliableMarginRight:function(){return null==b&&k(),g},reliableMarginLeft:function(){return null==b&&k(),h}});function k(){var k,l,m=d.documentElement;m.appendChild(i),j.style.cssText="-webkit-box-sizing:border-box;box-sizing:border-box;position:relative;display:block;margin:auto;border:1px;padding:1px;top:1%;width:50%",b=e=h=!1,c=g=!0,a.getComputedStyle&&(l=a.getComputedStyle(j),b="1%"!==(l||{}).top,h="2px"===(l||{}).marginLeft,e="4px"===(l||{width:"4px"}).width,j.style.marginRight="50%",c="4px"===(l||{marginRight:"4px"}).marginRight,k=j.appendChild(d.createElement("div")),k.style.cssText=j.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",k.style.marginRight=k.style.width="0",j.style.width="1px",g=!parseFloat((a.getComputedStyle(k)||{}).marginRight),j.removeChild(k)),j.style.display="none",f=0===j.getClientRects().length,f&&(j.style.display="",j.innerHTML="<table><tr><td></td><td>t</td></tr></table>",j.childNodes[0].style.borderCollapse="separate",k=j.getElementsByTagName("td"),k[0].style.cssText="margin:0;border:0;padding:0;display:none",f=0===k[0].offsetHeight,f&&(k[0].style.display="",k[1].style.display="none",f=0===k[0].offsetHeight)),m.removeChild(i)}}}();var Ra,Sa,Ta=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ra=function(b){var c=b.ownerDocument.defaultView;return c&&c.opener||(c=a),c.getComputedStyle(b)},Sa=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ra(a),g=c?c.getPropertyValue(b)||c[b]:void 0,""!==g&&void 0!==g||n.contains(a.ownerDocument,a)||(g=n.style(a,b)),c&&!l.pixelMarginRight()&&Oa.test(g)&&Na.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f),void 0===g?g:g+""}):Qa.currentStyle&&(Ra=function(a){return a.currentStyle},Sa=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ra(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Oa.test(g)&&!Ta.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function Ua(a,b){return{get:function(){return a()?void delete this.get:(this.get=b).apply(this,arguments)}}}var Va=/alpha\([^)]*\)/i,Wa=/opacity\s*=\s*([^)]*)/i,Xa=/^(none|table(?!-c[ea]).+)/,Ya=new RegExp("^("+T+")(.*)$","i"),Za={position:"absolute",visibility:"hidden",display:"block"},$a={letterSpacing:"0",fontWeight:"400"},_a=["Webkit","O","Moz","ms"],ab=d.createElement("div").style;function bb(a){if(a in ab)return a;var b=a.charAt(0).toUpperCase()+a.slice(1),c=_a.length;while(c--)if(a=_a[c]+b,a in ab)return a}function cb(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=n._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&W(d)&&(f[g]=n._data(d,"olddisplay",Ma(d.nodeName)))):(e=W(d),(c&&"none"!==c||!e)&&n._data(d,"olddisplay",e?c:n.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function db(a,b,c){var d=Ya.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function eb(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=n.css(a,c+V[f],!0,e)),d?("content"===c&&(g-=n.css(a,"padding"+V[f],!0,e)),"margin"!==c&&(g-=n.css(a,"border"+V[f]+"Width",!0,e))):(g+=n.css(a,"padding"+V[f],!0,e),"padding"!==c&&(g+=n.css(a,"border"+V[f]+"Width",!0,e)));return g}function fb(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ra(a),g=l.boxSizing&&"border-box"===n.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Sa(a,b,f),(0>e||null==e)&&(e=a.style[b]),Oa.test(e))return e;d=g&&(l.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+eb(a,b,c||(g?"border":"content"),d,f)+"px"}n.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Sa(a,"opacity");return""===c?"1":c}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":l.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=n.camelCase(b),i=a.style;if(b=n.cssProps[h]||(n.cssProps[h]=bb(h)||h),g=n.cssHooks[b]||n.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=U.exec(c))&&e[1]&&(c=X(a,b,e),f="number"),null!=c&&c===c&&("number"===f&&(c+=e&&e[3]||(n.cssNumber[h]?"":"px")),l.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=n.camelCase(b);return b=n.cssProps[h]||(n.cssProps[h]=bb(h)||h),g=n.cssHooks[b]||n.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Sa(a,b,d)),"normal"===f&&b in $a&&(f=$a[b]),""===c||c?(e=parseFloat(f),c===!0||isFinite(e)?e||0:f):f}}),n.each(["height","width"],function(a,b){n.cssHooks[b]={get:function(a,c,d){return c?Xa.test(n.css(a,"display"))&&0===a.offsetWidth?Pa(a,Za,function(){return fb(a,b,d)}):fb(a,b,d):void 0},set:function(a,c,d){var e=d&&Ra(a);return db(a,c,d?eb(a,b,d,l.boxSizing&&"border-box"===n.css(a,"boxSizing",!1,e),e):0)}}}),l.opacity||(n.cssHooks.opacity={get:function(a,b){return Wa.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=n.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===n.trim(f.replace(Va,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Va.test(f)?f.replace(Va,e):f+" "+e)}}),n.cssHooks.marginRight=Ua(l.reliableMarginRight,function(a,b){return b?Pa(a,{display:"inline-block"},Sa,[a,"marginRight"]):void 0}),n.cssHooks.marginLeft=Ua(l.reliableMarginLeft,function(a,b){return b?(parseFloat(Sa(a,"marginLeft"))||(n.contains(a.ownerDocument,a)?a.getBoundingClientRect().left-Pa(a,{
marginLeft:0},function(){return a.getBoundingClientRect().left}):0))+"px":void 0}),n.each({margin:"",padding:"",border:"Width"},function(a,b){n.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+V[d]+b]=f[d]||f[d-2]||f[0];return e}},Na.test(a)||(n.cssHooks[a+b].set=db)}),n.fn.extend({css:function(a,b){return Y(this,function(a,b,c){var d,e,f={},g=0;if(n.isArray(b)){for(d=Ra(a),e=b.length;e>g;g++)f[b[g]]=n.css(a,b[g],!1,d);return f}return void 0!==c?n.style(a,b,c):n.css(a,b)},a,b,arguments.length>1)},show:function(){return cb(this,!0)},hide:function(){return cb(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){W(this)?n(this).show():n(this).hide()})}});function gb(a,b,c,d,e){return new gb.prototype.init(a,b,c,d,e)}n.Tween=gb,gb.prototype={constructor:gb,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||n.easing._default,this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(n.cssNumber[c]?"":"px")},cur:function(){var a=gb.propHooks[this.prop];return a&&a.get?a.get(this):gb.propHooks._default.get(this)},run:function(a){var b,c=gb.propHooks[this.prop];return this.options.duration?this.pos=b=n.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):gb.propHooks._default.set(this),this}},gb.prototype.init.prototype=gb.prototype,gb.propHooks={_default:{get:function(a){var b;return 1!==a.elem.nodeType||null!=a.elem[a.prop]&&null==a.elem.style[a.prop]?a.elem[a.prop]:(b=n.css(a.elem,a.prop,""),b&&"auto"!==b?b:0)},set:function(a){n.fx.step[a.prop]?n.fx.step[a.prop](a):1!==a.elem.nodeType||null==a.elem.style[n.cssProps[a.prop]]&&!n.cssHooks[a.prop]?a.elem[a.prop]=a.now:n.style(a.elem,a.prop,a.now+a.unit)}}},gb.propHooks.scrollTop=gb.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},n.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2},_default:"swing"},n.fx=gb.prototype.init,n.fx.step={};var hb,ib,jb=/^(?:toggle|show|hide)$/,kb=/queueHooks$/;function lb(){return a.setTimeout(function(){hb=void 0}),hb=n.now()}function mb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=V[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function nb(a,b,c){for(var d,e=(qb.tweeners[b]||[]).concat(qb.tweeners["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ob(a,b,c){var d,e,f,g,h,i,j,k,m=this,o={},p=a.style,q=a.nodeType&&W(a),r=n._data(a,"fxshow");c.queue||(h=n._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,m.always(function(){m.always(function(){h.unqueued--,n.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=n.css(a,"display"),k="none"===j?n._data(a,"olddisplay")||Ma(a.nodeName):j,"inline"===k&&"none"===n.css(a,"float")&&(l.inlineBlockNeedsLayout&&"inline"!==Ma(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",l.shrinkWrapBlocks()||m.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],jb.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||n.style(a,d)}else j=void 0;if(n.isEmptyObject(o))"inline"===("none"===j?Ma(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=n._data(a,"fxshow",{}),f&&(r.hidden=!q),q?n(a).show():m.done(function(){n(a).hide()}),m.done(function(){var b;n._removeData(a,"fxshow");for(b in o)n.style(a,b,o[b])});for(d in o)g=nb(q?r[d]:0,d,m),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function pb(a,b){var c,d,e,f,g;for(c in a)if(d=n.camelCase(c),e=b[d],f=a[c],n.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=n.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function qb(a,b,c){var d,e,f=0,g=qb.prefilters.length,h=n.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=hb||lb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:n.extend({},b),opts:n.extend(!0,{specialEasing:{},easing:n.easing._default},c),originalProperties:b,originalOptions:c,startTime:hb||lb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=n.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?(h.notifyWith(a,[j,1,0]),h.resolveWith(a,[j,b])):h.rejectWith(a,[j,b]),this}}),k=j.props;for(pb(k,j.opts.specialEasing);g>f;f++)if(d=qb.prefilters[f].call(j,a,k,j.opts))return n.isFunction(d.stop)&&(n._queueHooks(j.elem,j.opts.queue).stop=n.proxy(d.stop,d)),d;return n.map(k,nb,j),n.isFunction(j.opts.start)&&j.opts.start.call(a,j),n.fx.timer(n.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}n.Animation=n.extend(qb,{tweeners:{"*":[function(a,b){var c=this.createTween(a,b);return X(c.elem,a,U.exec(b),c),c}]},tweener:function(a,b){n.isFunction(a)?(b=a,a=["*"]):a=a.match(G);for(var c,d=0,e=a.length;e>d;d++)c=a[d],qb.tweeners[c]=qb.tweeners[c]||[],qb.tweeners[c].unshift(b)},prefilters:[ob],prefilter:function(a,b){b?qb.prefilters.unshift(a):qb.prefilters.push(a)}}),n.speed=function(a,b,c){var d=a&&"object"==typeof a?n.extend({},a):{complete:c||!c&&b||n.isFunction(a)&&a,duration:a,easing:c&&b||b&&!n.isFunction(b)&&b};return d.duration=n.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in n.fx.speeds?n.fx.speeds[d.duration]:n.fx.speeds._default,null!=d.queue&&d.queue!==!0||(d.queue="fx"),d.old=d.complete,d.complete=function(){n.isFunction(d.old)&&d.old.call(this),d.queue&&n.dequeue(this,d.queue)},d},n.fn.extend({fadeTo:function(a,b,c,d){return this.filter(W).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=n.isEmptyObject(a),f=n.speed(b,c,d),g=function(){var b=qb(this,n.extend({},a),f);(e||n._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=n.timers,g=n._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&kb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));!b&&c||n.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=n._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=n.timers,g=d?d.length:0;for(c.finish=!0,n.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),n.each(["toggle","show","hide"],function(a,b){var c=n.fn[b];n.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(mb(b,!0),a,d,e)}}),n.each({slideDown:mb("show"),slideUp:mb("hide"),slideToggle:mb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){n.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),n.timers=[],n.fx.tick=function(){var a,b=n.timers,c=0;for(hb=n.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||n.fx.stop(),hb=void 0},n.fx.timer=function(a){n.timers.push(a),a()?n.fx.start():n.timers.pop()},n.fx.interval=13,n.fx.start=function(){ib||(ib=a.setInterval(n.fx.tick,n.fx.interval))},n.fx.stop=function(){a.clearInterval(ib),ib=null},n.fx.speeds={slow:600,fast:200,_default:400},n.fn.delay=function(b,c){return b=n.fx?n.fx.speeds[b]||b:b,c=c||"fx",this.queue(c,function(c,d){var e=a.setTimeout(c,b);d.stop=function(){a.clearTimeout(e)}})},function(){var a,b=d.createElement("input"),c=d.createElement("div"),e=d.createElement("select"),f=e.appendChild(d.createElement("option"));c=d.createElement("div"),c.setAttribute("className","t"),c.innerHTML=" <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",a=c.getElementsByTagName("a")[0],b.setAttribute("type","checkbox"),c.appendChild(b),a=c.getElementsByTagName("a")[0],a.style.cssText="top:1px",l.getSetAttribute="t"!==c.className,l.style=/top/.test(a.getAttribute("style")),l.hrefNormalized="/a"===a.getAttribute("href"),l.checkOn=!!b.value,l.optSelected=f.selected,l.enctype=!!d.createElement("form").enctype,e.disabled=!0,l.optDisabled=!f.disabled,b=d.createElement("input"),b.setAttribute("value",""),l.input=""===b.getAttribute("value"),b.value="t",b.setAttribute("type","radio"),l.radioValue="t"===b.value}();var rb=/\r/g,sb=/[\x20\t\r\n\f]+/g;n.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=n.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,n(this).val()):a,null==e?e="":"number"==typeof e?e+="":n.isArray(e)&&(e=n.map(e,function(a){return null==a?"":a+""})),b=n.valHooks[this.type]||n.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=n.valHooks[e.type]||n.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(rb,""):null==c?"":c)}}}),n.extend({valHooks:{option:{get:function(a){var b=n.find.attr(a,"value");return null!=b?b:n.trim(n.text(a)).replace(sb," ")}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],(c.selected||i===e)&&(l.optDisabled?!c.disabled:null===c.getAttribute("disabled"))&&(!c.parentNode.disabled||!n.nodeName(c.parentNode,"optgroup"))){if(b=n(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=n.makeArray(b),g=e.length;while(g--)if(d=e[g],n.inArray(n.valHooks.option.get(d),f)>-1)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),n.each(["radio","checkbox"],function(){n.valHooks[this]={set:function(a,b){return n.isArray(b)?a.checked=n.inArray(n(a).val(),b)>-1:void 0}},l.checkOn||(n.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var tb,ub,vb=n.expr.attrHandle,wb=/^(?:checked|selected)$/i,xb=l.getSetAttribute,yb=l.input;n.fn.extend({attr:function(a,b){return Y(this,n.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){n.removeAttr(this,a)})}}),n.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(3!==f&&8!==f&&2!==f)return"undefined"==typeof a.getAttribute?n.prop(a,b,c):(1===f&&n.isXMLDoc(a)||(b=b.toLowerCase(),e=n.attrHooks[b]||(n.expr.match.bool.test(b)?ub:tb)),void 0!==c?null===c?void n.removeAttr(a,b):e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:(a.setAttribute(b,c+""),c):e&&"get"in e&&null!==(d=e.get(a,b))?d:(d=n.find.attr(a,b),null==d?void 0:d))},attrHooks:{type:{set:function(a,b){if(!l.radioValue&&"radio"===b&&n.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(G);if(f&&1===a.nodeType)while(c=f[e++])d=n.propFix[c]||c,n.expr.match.bool.test(c)?yb&&xb||!wb.test(c)?a[d]=!1:a[n.camelCase("default-"+c)]=a[d]=!1:n.attr(a,c,""),a.removeAttribute(xb?c:d)}}),ub={set:function(a,b,c){return b===!1?n.removeAttr(a,c):yb&&xb||!wb.test(c)?a.setAttribute(!xb&&n.propFix[c]||c,c):a[n.camelCase("default-"+c)]=a[c]=!0,c}},n.each(n.expr.match.bool.source.match(/\w+/g),function(a,b){var c=vb[b]||n.find.attr;yb&&xb||!wb.test(b)?vb[b]=function(a,b,d){var e,f;return d||(f=vb[b],vb[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,vb[b]=f),e}:vb[b]=function(a,b,c){return c?void 0:a[n.camelCase("default-"+b)]?b.toLowerCase():null}}),yb&&xb||(n.attrHooks.value={set:function(a,b,c){return n.nodeName(a,"input")?void(a.defaultValue=b):tb&&tb.set(a,b,c)}}),xb||(tb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},vb.id=vb.name=vb.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},n.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:tb.set},n.attrHooks.contenteditable={set:function(a,b,c){tb.set(a,""===b?!1:b,c)}},n.each(["width","height"],function(a,b){n.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),l.style||(n.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var zb=/^(?:input|select|textarea|button|object)$/i,Ab=/^(?:a|area)$/i;n.fn.extend({prop:function(a,b){return Y(this,n.prop,a,b,arguments.length>1)},removeProp:function(a){return a=n.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),n.extend({prop:function(a,b,c){var d,e,f=a.nodeType;if(3!==f&&8!==f&&2!==f)return 1===f&&n.isXMLDoc(a)||(b=n.propFix[b]||b,e=n.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=n.find.attr(a,"tabindex");return b?parseInt(b,10):zb.test(a.nodeName)||Ab.test(a.nodeName)&&a.href?0:-1}}},propFix:{"for":"htmlFor","class":"className"}}),l.hrefNormalized||n.each(["href","src"],function(a,b){n.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),l.optSelected||(n.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null},set:function(a){var b=a.parentNode;b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex)}}),n.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){n.propFix[this.toLowerCase()]=this}),l.enctype||(n.propFix.enctype="encoding");var Bb=/[\t\r\n\f]/g;function Cb(a){return n.attr(a,"class")||""}n.fn.extend({addClass:function(a){var b,c,d,e,f,g,h,i=0;if(n.isFunction(a))return this.each(function(b){n(this).addClass(a.call(this,b,Cb(this)))});if("string"==typeof a&&a){b=a.match(G)||[];while(c=this[i++])if(e=Cb(c),d=1===c.nodeType&&(" "+e+" ").replace(Bb," ")){g=0;while(f=b[g++])d.indexOf(" "+f+" ")<0&&(d+=f+" ");h=n.trim(d),e!==h&&n.attr(c,"class",h)}}return this},removeClass:function(a){var b,c,d,e,f,g,h,i=0;if(n.isFunction(a))return this.each(function(b){n(this).removeClass(a.call(this,b,Cb(this)))});if(!arguments.length)return this.attr("class","");if("string"==typeof a&&a){b=a.match(G)||[];while(c=this[i++])if(e=Cb(c),d=1===c.nodeType&&(" "+e+" ").replace(Bb," ")){g=0;while(f=b[g++])while(d.indexOf(" "+f+" ")>-1)d=d.replace(" "+f+" "," ");h=n.trim(d),e!==h&&n.attr(c,"class",h)}}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):n.isFunction(a)?this.each(function(c){n(this).toggleClass(a.call(this,c,Cb(this),b),b)}):this.each(function(){var b,d,e,f;if("string"===c){d=0,e=n(this),f=a.match(G)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else void 0!==a&&"boolean"!==c||(b=Cb(this),b&&n._data(this,"__className__",b),n.attr(this,"class",b||a===!1?"":n._data(this,"__className__")||""))})},hasClass:function(a){var b,c,d=0;b=" "+a+" ";while(c=this[d++])if(1===c.nodeType&&(" "+Cb(c)+" ").replace(Bb," ").indexOf(b)>-1)return!0;return!1}}),n.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){n.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),n.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)}});var Db=a.location,Eb=n.now(),Fb=/\?/,Gb=/(,)|(\[|{)|(}|])|"(?:[^"\\\r\n]|\\["\\\/bfnrt]|\\u[\da-fA-F]{4})*"\s*:?|true|false|null|-?(?!0\d)\d+(?:\.\d+|)(?:[eE][+-]?\d+|)/g;n.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=n.trim(b+"");return e&&!n.trim(e.replace(Gb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():n.error("Invalid JSON: "+b)},n.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new a.DOMParser,c=d.parseFromString(b,"text/xml")):(c=new a.ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||n.error("Invalid XML: "+b),c};var Hb=/#.*$/,Ib=/([?&])_=[^&]*/,Jb=/^(.*?):[ \t]*([^\r\n]*)\r?$/gm,Kb=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Lb=/^(?:GET|HEAD)$/,Mb=/^\/\//,Nb=/^([\w.+-]+:)(?:\/\/(?:[^\/?#]*@|)([^\/?#:]*)(?::(\d+)|)|)/,Ob={},Pb={},Qb="*/".concat("*"),Rb=Db.href,Sb=Nb.exec(Rb.toLowerCase())||[];function Tb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(G)||[];if(n.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Ub(a,b,c,d){var e={},f=a===Pb;function g(h){var i;return e[h]=!0,n.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Vb(a,b){var c,d,e=n.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&n.extend(!0,a,c),a}function Wb(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Xb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}n.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:Rb,type:"GET",isLocal:Kb.test(Sb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Qb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/\bxml\b/,html:/\bhtml/,json:/\bjson\b/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":n.parseJSON,"text xml":n.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Vb(Vb(a,n.ajaxSettings),b):Vb(n.ajaxSettings,a)},ajaxPrefilter:Tb(Ob),ajaxTransport:Tb(Pb),ajax:function(b,c){"object"==typeof b&&(c=b,b=void 0),c=c||{};var d,e,f,g,h,i,j,k,l=n.ajaxSetup({},c),m=l.context||l,o=l.context&&(m.nodeType||m.jquery)?n(m):n.event,p=n.Deferred(),q=n.Callbacks("once memory"),r=l.statusCode||{},s={},t={},u=0,v="canceled",w={readyState:0,getResponseHeader:function(a){var b;if(2===u){if(!k){k={};while(b=Jb.exec(g))k[b[1].toLowerCase()]=b[2]}b=k[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===u?g:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return u||(a=t[c]=t[c]||a,s[a]=b),this},overrideMimeType:function(a){return u||(l.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>u)for(b in a)r[b]=[r[b],a[b]];else w.always(a[w.status]);return this},abort:function(a){var b=a||v;return j&&j.abort(b),y(0,b),this}};if(p.promise(w).complete=q.add,w.success=w.done,w.error=w.fail,l.url=((b||l.url||Rb)+"").replace(Hb,"").replace(Mb,Sb[1]+"//"),l.type=c.method||c.type||l.method||l.type,l.dataTypes=n.trim(l.dataType||"*").toLowerCase().match(G)||[""],null==l.crossDomain&&(d=Nb.exec(l.url.toLowerCase()),l.crossDomain=!(!d||d[1]===Sb[1]&&d[2]===Sb[2]&&(d[3]||("http:"===d[1]?"80":"443"))===(Sb[3]||("http:"===Sb[1]?"80":"443")))),l.data&&l.processData&&"string"!=typeof l.data&&(l.data=n.param(l.data,l.traditional)),Ub(Ob,l,c,w),2===u)return w;i=n.event&&l.global,i&&0===n.active++&&n.event.trigger("ajaxStart"),l.type=l.type.toUpperCase(),l.hasContent=!Lb.test(l.type),f=l.url,l.hasContent||(l.data&&(f=l.url+=(Fb.test(f)?"&":"?")+l.data,delete l.data),l.cache===!1&&(l.url=Ib.test(f)?f.replace(Ib,"$1_="+Eb++):f+(Fb.test(f)?"&":"?")+"_="+Eb++)),l.ifModified&&(n.lastModified[f]&&w.setRequestHeader("If-Modified-Since",n.lastModified[f]),n.etag[f]&&w.setRequestHeader("If-None-Match",n.etag[f])),(l.data&&l.hasContent&&l.contentType!==!1||c.contentType)&&w.setRequestHeader("Content-Type",l.contentType),w.setRequestHeader("Accept",l.dataTypes[0]&&l.accepts[l.dataTypes[0]]?l.accepts[l.dataTypes[0]]+("*"!==l.dataTypes[0]?", "+Qb+"; q=0.01":""):l.accepts["*"]);for(e in l.headers)w.setRequestHeader(e,l.headers[e]);if(l.beforeSend&&(l.beforeSend.call(m,w,l)===!1||2===u))return w.abort();v="abort";for(e in{success:1,error:1,complete:1})w[e](l[e]);if(j=Ub(Pb,l,c,w)){if(w.readyState=1,i&&o.trigger("ajaxSend",[w,l]),2===u)return w;l.async&&l.timeout>0&&(h=a.setTimeout(function(){w.abort("timeout")},l.timeout));try{u=1,j.send(s,y)}catch(x){if(!(2>u))throw x;y(-1,x)}}else y(-1,"No Transport");function y(b,c,d,e){var k,s,t,v,x,y=c;2!==u&&(u=2,h&&a.clearTimeout(h),j=void 0,g=e||"",w.readyState=b>0?4:0,k=b>=200&&300>b||304===b,d&&(v=Wb(l,w,d)),v=Xb(l,v,w,k),k?(l.ifModified&&(x=w.getResponseHeader("Last-Modified"),x&&(n.lastModified[f]=x),x=w.getResponseHeader("etag"),x&&(n.etag[f]=x)),204===b||"HEAD"===l.type?y="nocontent":304===b?y="notmodified":(y=v.state,s=v.data,t=v.error,k=!t)):(t=y,!b&&y||(y="error",0>b&&(b=0))),w.status=b,w.statusText=(c||y)+"",k?p.resolveWith(m,[s,y,w]):p.rejectWith(m,[w,y,t]),w.statusCode(r),r=void 0,i&&o.trigger(k?"ajaxSuccess":"ajaxError",[w,l,k?s:t]),q.fireWith(m,[w,y]),i&&(o.trigger("ajaxComplete",[w,l]),--n.active||n.event.trigger("ajaxStop")))}return w},getJSON:function(a,b,c){return n.get(a,b,c,"json")},getScript:function(a,b){return n.get(a,void 0,b,"script")}}),n.each(["get","post"],function(a,b){n[b]=function(a,c,d,e){return n.isFunction(c)&&(e=e||d,d=c,c=void 0),n.ajax(n.extend({url:a,type:b,dataType:e,data:c,success:d},n.isPlainObject(a)&&a))}}),n._evalUrl=function(a){return n.ajax({url:a,type:"GET",dataType:"script",cache:!0,async:!1,global:!1,"throws":!0})},n.fn.extend({wrapAll:function(a){if(n.isFunction(a))return this.each(function(b){n(this).wrapAll(a.call(this,b))});if(this[0]){var b=n(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return n.isFunction(a)?this.each(function(b){n(this).wrapInner(a.call(this,b))}):this.each(function(){var b=n(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=n.isFunction(a);return this.each(function(c){n(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){n.nodeName(this,"body")||n(this).replaceWith(this.childNodes)}).end()}});function Yb(a){return a.style&&a.style.display||n.css(a,"display")}function Zb(a){if(!n.contains(a.ownerDocument||d,a))return!0;while(a&&1===a.nodeType){if("none"===Yb(a)||"hidden"===a.type)return!0;a=a.parentNode}return!1}n.expr.filters.hidden=function(a){return l.reliableHiddenOffsets()?a.offsetWidth<=0&&a.offsetHeight<=0&&!a.getClientRects().length:Zb(a)},n.expr.filters.visible=function(a){return!n.expr.filters.hidden(a)};var $b=/%20/g,_b=/\[\]$/,ac=/\r?\n/g,bc=/^(?:submit|button|image|reset|file)$/i,cc=/^(?:input|select|textarea|keygen)/i;function dc(a,b,c,d){var e;if(n.isArray(b))n.each(b,function(b,e){c||_b.test(a)?d(a,e):dc(a+"["+("object"==typeof e&&null!=e?b:"")+"]",e,c,d)});else if(c||"object"!==n.type(b))d(a,b);else for(e in b)dc(a+"["+e+"]",b[e],c,d)}n.param=function(a,b){var c,d=[],e=function(a,b){b=n.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=n.ajaxSettings&&n.ajaxSettings.traditional),n.isArray(a)||a.jquery&&!n.isPlainObject(a))n.each(a,function(){e(this.name,this.value)});else for(c in a)dc(c,a[c],b,e);return d.join("&").replace($b,"+")},n.fn.extend({serialize:function(){return n.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=n.prop(this,"elements");return a?n.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!n(this).is(":disabled")&&cc.test(this.nodeName)&&!bc.test(a)&&(this.checked||!Z.test(a))}).map(function(a,b){var c=n(this).val();return null==c?null:n.isArray(c)?n.map(c,function(a){return{name:b.name,value:a.replace(ac,"\r\n")}}):{name:b.name,value:c.replace(ac,"\r\n")}}).get()}}),n.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return this.isLocal?ic():d.documentMode>8?hc():/^(get|post|head|put|delete|options)$/i.test(this.type)&&hc()||ic()}:hc;var ec=0,fc={},gc=n.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in fc)fc[a](void 0,!0)}),l.cors=!!gc&&"withCredentials"in gc,gc=l.ajax=!!gc,gc&&n.ajaxTransport(function(b){if(!b.crossDomain||l.cors){var c;return{send:function(d,e){var f,g=b.xhr(),h=++ec;if(g.open(b.type,b.url,b.async,b.username,b.password),b.xhrFields)for(f in b.xhrFields)g[f]=b.xhrFields[f];b.mimeType&&g.overrideMimeType&&g.overrideMimeType(b.mimeType),b.crossDomain||d["X-Requested-With"]||(d["X-Requested-With"]="XMLHttpRequest");for(f in d)void 0!==d[f]&&g.setRequestHeader(f,d[f]+"");g.send(b.hasContent&&b.data||null),c=function(a,d){var f,i,j;if(c&&(d||4===g.readyState))if(delete fc[h],c=void 0,g.onreadystatechange=n.noop,d)4!==g.readyState&&g.abort();else{j={},f=g.status,"string"==typeof g.responseText&&(j.text=g.responseText);try{i=g.statusText}catch(k){i=""}f||!b.isLocal||b.crossDomain?1223===f&&(f=204):f=j.text?200:404}j&&e(f,i,j,g.getAllResponseHeaders())},b.async?4===g.readyState?a.setTimeout(c):g.onreadystatechange=fc[h]=c:c()},abort:function(){c&&c(void 0,!0)}}}});function hc(){try{return new a.XMLHttpRequest}catch(b){}}function ic(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}n.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/\b(?:java|ecma)script\b/},converters:{"text script":function(a){return n.globalEval(a),a}}}),n.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),n.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=d.head||n("head")[0]||d.documentElement;return{send:function(e,f){b=d.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||f(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var jc=[],kc=/(=)\?(?=&|$)|\?\?/;n.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=jc.pop()||n.expando+"_"+Eb++;return this[a]=!0,a}}),n.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(kc.test(b.url)?"url":"string"==typeof b.data&&0===(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&kc.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=n.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(kc,"$1"+e):b.jsonp!==!1&&(b.url+=(Fb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||n.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){void 0===f?n(a).removeProp(e):a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,jc.push(e)),g&&n.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),n.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||d;var e=x.exec(a),f=!c&&[];return e?[b.createElement(e[1])]:(e=ja([a],b,f),f&&f.length&&n(f).remove(),n.merge([],e.childNodes))};var lc=n.fn.load;n.fn.load=function(a,b,c){if("string"!=typeof a&&lc)return lc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>-1&&(d=n.trim(a.slice(h,a.length)),a=a.slice(0,h)),n.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(e="POST"),g.length>0&&n.ajax({url:a,type:e||"GET",dataType:"html",data:b}).done(function(a){f=arguments,g.html(d?n("<div>").append(n.parseHTML(a)).find(d):a)}).always(c&&function(a,b){g.each(function(){c.apply(this,f||[a.responseText,b,a])})}),this},n.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){n.fn[b]=function(a){return this.on(b,a)}}),n.expr.filters.animated=function(a){return n.grep(n.timers,function(b){return a===b.elem}).length};function mc(a){return n.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}n.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=n.css(a,"position"),l=n(a),m={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=n.css(a,"top"),i=n.css(a,"left"),j=("absolute"===k||"fixed"===k)&&n.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),n.isFunction(b)&&(b=b.call(a,c,n.extend({},h))),null!=b.top&&(m.top=b.top-h.top+g),null!=b.left&&(m.left=b.left-h.left+e),"using"in b?b.using.call(a,m):l.css(m)}},n.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){n.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,n.contains(b,e)?("undefined"!=typeof e.getBoundingClientRect&&(d=e.getBoundingClientRect()),c=mc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===n.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),n.nodeName(a[0],"html")||(c=a.offset()),c.top+=n.css(a[0],"borderTopWidth",!0),c.left+=n.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-n.css(d,"marginTop",!0),left:b.left-c.left-n.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent;while(a&&!n.nodeName(a,"html")&&"static"===n.css(a,"position"))a=a.offsetParent;return a||Qa})}}),n.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);n.fn[a]=function(d){return Y(this,function(a,d,e){var f=mc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?n(f).scrollLeft():e,c?e:n(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),n.each(["top","left"],function(a,b){n.cssHooks[b]=Ua(l.pixelPosition,function(a,c){return c?(c=Sa(a,b),Oa.test(c)?n(a).position()[b]+"px":c):void 0})}),n.each({Height:"height",Width:"width"},function(a,b){n.each({
padding:"inner"+a,content:b,"":"outer"+a},function(c,d){n.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return Y(this,function(b,c,d){var e;return n.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?n.css(b,c,g):n.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),n.fn.extend({bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}}),n.fn.size=function(){return this.length},n.fn.andSelf=n.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return n});var nc=a.jQuery,oc=a.$;return n.noConflict=function(b){return a.$===n&&(a.$=oc),b&&a.jQuery===n&&(a.jQuery=nc),n},b||(a.jQuery=a.$=n),n});/*!
* Bootstrap v3.3.7 (http://getbootstrap.com)
* Copyright 2011-2016 Twitter, Inc.
* Licensed under the MIT license
*/
if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1||b[0]>3)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher, but lower than version 4")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){if(a(b.target).is(this))return b.handleObj.handler.apply(this,arguments)}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.7",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a("#"===f?[]:f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.7",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c).prop(c,!0)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c).prop(c,!1))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target).closest(".btn");b.call(d,"toggle"),a(c.target).is('input[type="radio"], input[type="checkbox"]')||(c.preventDefault(),d.is("input,button")?d.trigger("focus"):d.find("input:visible,button:visible").first().trigger("focus"))}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.7",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));if(!(a>this.$items.length-1||a<0))return this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){if(!this.sliding)return this.slide("next")},c.prototype.prev=function(){if(!this.sliding)return this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.7",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger(a.Event("hidden.bs.dropdown",f)))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.7",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger(a.Event("shown.bs.dropdown",h))}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.7",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){document===a.target||this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;!e&&/destroy|hide/.test(b)||(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.7",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);if(c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),!c.isInStateTrue())return clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide()},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element&&e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);if(this.$element.trigger(g),!g.isDefaultPrevented())return f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=window.SVGElement&&c instanceof window.SVGElement,g=d?{top:0,left:0}:f?null:b.offset(),h={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},i=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,h,i,g)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null,a.$element=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;!e&&/destroy|hide/.test(b)||(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.7",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.7",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){
this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.7",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.7",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return e<c&&"top";if("bottom"==this.affixed)return null!=c?!(e+this.unpin<=f.top)&&"bottom":!(e+g<=a-d)&&"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&e<=c?"top":null!=d&&i+j>=a-d&&"bottom"},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery); </script><script>
$(function () {
$('[data-toggle="tooltip"]').tooltip();
});
$("a[href^='#'].anchor").on('click', function (e) {
// prevent default anchor click behavior
e.preventDefault();
// store hash
var hash = this.hash;
// animate
$('html, body').animate({
scrollTop: $(hash).offset().top
}, 300, function () {
// when done, add hash to url
// (default click behaviour)
window.location.hash = hash;
});
}); </script></body></html>