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Exploring_data.html
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Exploring_data.html
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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta charset="utf-8">
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="pandoc" />
<title>Exploring data</title>
<meta property="og:title" content="Exploring data" />
<meta name='viewport' content='width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no' />
<link rel="icon" href="data:image/x-icon;" type="image/x-icon">
<script type="text/javascript">
window.FlexDashboardComponents = [];
</script>
<style type="text/css">
/*
Dashboard CSS from Keen IO Dashboards
(https://github.com/keen/dashboards)
*/
body {
background: #f2f2f2;
padding: 60px 0 0 8px; /* padding-top overridden by theme */
}
body hr {
border-color: #d7d7d7;
margin: 10px 0;
}
.navbar-inverse .navbar-nav > li > a,
.navbar .navbar-brand {
text-decoration: none;
}
.navbar-logo {
margin-top: 1px;
}
.navbar-logo img {
margin-right: 12px;
}
.navbar-author {
margin-left: 10px;
font-size: 15px;
}
.navbar .dropdown-menu .fa {
min-width: 20px;
}
.navbar .dropdown-menu {
min-width: 150px;
max-height: 500px;
overflow: auto;
}
.chart-wrapper,
.nav-tabs-custom,
.sbframe-commentary
{
background: #fff;
border: 1px solid #e2e2e2;
border-radius: 3px;
margin-bottom: 8px;
margin-right: 8px;
}
.chart-title {
border-bottom: 1px solid #d7d7d7;
color: #666;
font-size: 14px;
font-weight: 300;
padding: 7px 10px 4px;
}
.chart-wrapper .chart-title:empty {
display: none;
}
.chart-wrapper .chart-stage {
overflow: hidden;
padding: 5px 10px;
position: relative;
}
.chart-wrapper .chart-notes {
background: #fbfbfb;
border-top: 1px solid #e2e2e2;
color: #808080;
font-size: 12px;
padding: 8px 10px 5px;
}
/*
CSS for handling flexbox layout
*/
#dashboard-container {
visibility: hidden;
}
.tab-content>.dashboard-page-wrapper.active {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
}
.dashboard-page-wrapper {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: vertical;
-webkit-box-direction: normal;
-webkit-flex-direction: column;
-ms-flex-direction: column;
flex-direction: column;
}
.dashboard-row-orientation {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: vertical;
-webkit-box-direction: normal;
-webkit-flex-direction: column;
-ms-flex-direction: column;
flex-direction: column;
}
.dashboard-row {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: horizontal;
-webkit-box-direction: normal;
-webkit-flex-direction: row;
-ms-flex-direction: row;
flex-direction: row;
}
.dashboard-row-flex {
-webkit-box-flex: 1;
-webkit-flex: 1;
-ms-flex: 1;
flex: 1;
}
.dashboard-column-orientation {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: horizontal;
-webkit-box-direction: normal;
-webkit-flex-direction: row;
-ms-flex-direction: row;
flex-direction: row;
}
.dashboard-column {
-webkit-box-flex: 1;
-webkit-flex: 1;
-ms-flex: 1;
flex: 1;
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: vertical;
-webkit-box-direction: normal;
-webkit-flex-direction: column;
-ms-flex-direction: column;
flex-direction: column;
}
.chart-wrapper-flex {
-webkit-box-flex: 1;
-webkit-flex: 1;
-ms-flex: 1;
flex: 1;
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: vertical;
-webkit-box-direction: normal;
-webkit-flex-direction: column;
-ms-flex-direction: column;
flex-direction: column;
}
.chart-stage-flex {
-webkit-box-flex: 1;
-webkit-flex: 1;
-ms-flex: 1;
flex: 1;
position: relative;
}
.chart-shim {
position: absolute;
left: 8px; top: 8px; right: 8px; bottom: 8px;
}
.no-padding .chart-shim {
left: 0; top: 0; right: 0; bottom: 0;
}
.flowing-content-shim {
overflow: auto;
left: 0; top: 0; right: 0; bottom: 0;
padding-left: 8px;
padding-right: 8px;
}
.flowing-content-container {
padding-top: 8px;
padding-bottom: 8px;
}
.chart-stage .table-bordered {
border: none;
}
.chart-stage .table-bordered > tbody > tr > th,
.chart-stage .table-bordered > tfoot > tr > th,
.chart-stage .table-bordered > tbody > tr > td,
.chart-stage .table-bordered > tfoot > tr > td {
border: none;
}
.chart-stage .table-bordered > tbody > tr > td {
border-top: 1px solid #dddddd;
}
.chart-stage .table-bordered > thead > tr > th {
border: none;
border-bottom: 2px solid #dddddd;
}
.bootstrap-table table>thead {
background-color: #fff;
}
.bootstrap-table table.data,
.bootstrap-table table.shiny-table {
width: inherit !important;
}
.bootstrap-table table.data>tbody>tr>th,
.bootstrap-table table.shiny-table>tbody>tr>th {
border-top: none;
border-bottom: 2px solid #dddddd;
padding: 5px;
}
.bootstrap-table .data td[align=right] {
font-family: inherit;
}
.chart-wrapper form {
padding-left: 5px;
padding-right: 5px;
}
.shiny-input-container label {
font-weight: normal;
}
.chart-stage .html-widget {
width: 100% !important;
height: 100% !important;
}
.chart-stage .html-widget-static-bound {
width: 100% !important;
height: 100% !important;
}
.chart-stage .shiny-bound-output {
width: 100% !important;
height: 100% !important;
}
/* Omit display of empty paragraphs */
.chart-shim>p:empty {
display: none;
}
.chart-stage>p:empty {
display: none;
}
/* Omit display of special knitr options div*/
.chart-stage .knitr-options {
display: none;
}
/* Automatically resizing images */
.image-container {
position: absolute;
top: 0;
left: 0;
right: 0;
bottom: 0;
margin: 0;
}
.image-container img {
opacity: 0;
overflow: hidden;
}
/* Value box */
.value-box {
border-radius: 2px;
position: relative;
display: block;
margin-right: 8px;
margin-bottom: 8px;
box-shadow: 0 1px 1px rgba(0, 0, 0, 0.1);
}
.value-box > .inner {
padding: 10px;
padding-left: 20px;
padding-right: 20px;
}
.value-box .value {
font-size: 38px;
font-weight: bold;
margin: 0 0 3px 0;
white-space: nowrap;
padding: 0;
}
.value-box .caption {
font-size: 15px;
}
.value-box .caption > small {
display: block;
font-size: 13px;
margin-top: 5px;
}
.value-box .icon i {
position: absolute;
top: 15px;
right: 15px;
font-size: 80px;
color: rgba(0, 0, 0, 0.15);
}
.linked-value:hover {
cursor: pointer;
}
.value-box.linked-value:hover {
box-shadow: 0 2px 2px rgba(0, 0, 0, 0.3);
}
/* STORYBOARD */
.storyboard-nav button {
background: transparent;
border: 0;
opacity: .3;
outline: none;
padding: 0;
}
.storyboard-nav button:hover,
.storyboard-nav button:hover {
opacity: .5;
}
.storyboard-nav button:disabled,
.storyboard-nav button:disabled {
opacity: .1;
}
.storyboard-nav .sbnext,
.storyboard-nav .sbprev {
float: left;
width: 2%;
height: 120px;
font-size: 50px;
}
.storyboard-nav .sbprev {
text-align: left;
width: 2%;
}
.storyboard-nav .sbnext {
float: right;
text-align: right;
margin-right: 8px;
}
.storyboard-nav .sbframelist {
margin: 0 auto;
width: 94%;
height: 120px;
overflow: hidden;
text-shadow: none;
margin-bottom: 8px;
}
.storyboard-nav .sbframelist ul {
list-style: none;
margin: 0;
padding: 0;
height: 100%;
}
.storyboard-nav .sbframelist ul li {
float: left;
width: 270px;
height: 100%;
padding: 10px 10px 10px 10px;
margin-right: 8px;
background: #fff;
border: 1px solid #e2e2e2;
border-radius: 3px;
color: #3a3c47;
text-align: left;
font-size: 14px;
cursor: pointer;
}
.storyboard-nav .sbframelist ul li:last-child {
margin-right: 0px;
}
.storyboard-nav .sbframelist ul li.active {
color: #fff;
background: #B8B8B8;
}
.sbframe-commentary {
width: 300px;
background: #fbfbfb;
font-size: 14px;
}
.sbframe-commentary ul {
padding-left: 22px;
}
.sbframe.active {
display: flex;
}
.sbframe:not(.active) {
display: none;
}
/* NAV TABS */
.nav-tabs-custom > .nav-tabs {
margin: 0;
border-bottom: 1px solid #d7d7d7;
color: #666;
font-size: 14px;
font-weight: 300;
border-top-right-radius: 3px;
border-top-left-radius: 3px;
}
.nav-tabs-custom > .nav-tabs > li {
border-top: 3px solid transparent;
margin-bottom: -1px;
margin-right: 5px;
}
.nav-tabs-custom > .nav-tabs > li > a,
.nav-tabs-custom > .nav-tabs > li > a:active {
color: #666;
font-weight: 300;
font-size: 14px;
border-radius: 0;
padding: 3px 10px 5px;
text-transform: none;
}
.nav-tabs-custom > .nav-tabs > li:not(.active) > a {
border-bottom-color: transparent;
}
.nav-tabs-custom > .nav-tabs > li > a.text-muted {
color: #999;
}
.nav-tabs-custom > .nav-tabs > li > a,
.nav-tabs-custom > .nav-tabs > li > a:hover {
background: transparent;
margin: 0;
}
.nav-tabs-custom > .nav-tabs > li > a:hover {
color: #999;
}
.nav-tabs-custom > .nav-tabs > li:not(.active) > a:hover,
.nav-tabs-custom > .nav-tabs > li:not(.active) > a:focus,
.nav-tabs-custom > .nav-tabs > li:not(.active) > a:active {
border-color: transparent;
}
.nav-tabs-custom > .nav-tabs > li.active {
border-top-color: #3c8dbc;
}
.nav-tabs-custom > .nav-tabs > li.active > a,
.nav-tabs-custom > .nav-tabs > li.active:hover > a {
background-color: #fff;
color: #666;
}
.nav-tabs-custom > .nav-tabs > li.active > a {
border-top-color: transparent;
border-left-color: #d7d7d7;
border-right-color: #d7d7d7;
}
.nav-tabs-custom > .nav-tabs > li:first-of-type {
margin-left: 0;
}
.nav-tabs-custom > .nav-tabs > li:first-of-type.active > a {
border-left-color: transparent;
}
.nav-tabs-custom > .nav-tabs.pull-right {
float: none !important;
}
.nav-tabs-custom > .nav-tabs.pull-right > li {
float: right;
}
.nav-tabs-custom > .nav-tabs.pull-right > li:first-of-type {
margin-right: 0;
}
.nav-tabs-custom > .nav-tabs.pull-right > li:first-of-type > a {
border-left-width: 1px;
}
.nav-tabs-custom > .nav-tabs.pull-right > li:first-of-type.active > a {
border-left-color: #d7d7d7;
border-right-color: transparent;
}
.nav-tabs-custom > .nav-tabs > li.header {
line-height: 35px;
padding: 0 10px;
font-size: 20px;
color: #666;
}
.nav-tabs-custom > .nav-tabs > li.header > .fa,
.nav-tabs-custom > .nav-tabs > li.header > .glyphicon,
.nav-tabs-custom > .nav-tabs > li.header > .ion {
margin-right: 5px;
}
.nav-tabs-custom > .tab-content {
background: #fff;
padding: 0;
border-bottom-right-radius: 3px;
border-bottom-left-radius: 3px;
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
}
.nav-tabs-custom > .tab-content > .chart-wrapper {
background: #fff;
border: none;
margin: 0;
}
.nav-tabs-custom > .tab-content > .active {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
}
.nav-tabs-custom .dropdown.open > a:active,
.nav-tabs-custom .dropdown.open > a:focus {
background: transparent;
color: #999;
}
@media (max-width: 767px) {
.value-box {
text-align: center;
margin-right: 8px;
}
.value-box .icon {
display: none;
}
}
/* Fixed position sidebar */
.section.sidebar {
position: fixed;
top: 51px; /* overridden by theme */
left: 0;
bottom: 0;
border-right: 1px solid #e2e2e2;
background-color: white; /* overridden by theme */
padding-left: 10px;
padding-right: 10px;
visibility: hidden;
overflow: auto;
}
.section.sidebar form p:first-child {
margin-top: 10px;
}
/* Embedded source code */
#flexdashboard-source-code {
display: none;
}
.featherlight-content #flexdashboard-source-code {
display: inline-block;
}
.featherlight-content {
width: 80%;
max-width: 800px;
padding: 0 !important;
border-bottom: none !important;
}
.featherlight:last-of-type {
background: rgba(0, 0, 0, 0.7);
}
.featherlight-inner {
width: 100%;
}
.featherlight-content pre {
margin: 0;
border: 0;
background: #fff;
font-size: 12px;
}
.unselectable {
-ms-user-select: none;
-webkit-user-select: none;
-khtml-user-select: none;
-moz-user-select: -moz-none;
-o-user-select: none;
user-select: none;
}
#flexdashboard-source-code code {
-ms-user-select: text;
-webkit-user-select: text;
-khtml-user-select: text;
-moz-user-select: text;
-o-user-select: text;
user-select: text;
}
/* DataTables Tweaks */
.dataTables_filter input[type="search"] {
-webkit-appearance: searchfield;
outline: none;
}
.dataTables_wrapper.no-footer
.dataTables_info {
padding-top: 0;
}
table.dataTable thead th {
border-bottom: 1px solid #d7d7d7;
}
.dataTables_wrapper.no-footer .dataTables_scrollBody {
border-bottom: 1px solid #d7d7d7;
}
/* Mobile phone only CSS */
.desktop-layout div.section.mobile {
display: none;
}
.mobile-layout div.section.no-mobile {
display: none;
}
.mobile-figure {
display: none;
}
body {
padding-top: 60px;
}
.section.sidebar {
top: 51px;
background-color: rgba(39, 128, 227, 0.1);
}
.value-box {
color: #f9f9f9;
}
.bg-primary {
background-color: rgba(39, 128, 227, 0.7);
}
.storyboard-nav .sbframelist ul li.active {
background-color: rgba(39, 128, 227, 0.7);
}
.nav-tabs-custom > .nav-tabs > li.active {
border-top-color: rgba(39, 128, 227, 0.7);
}
.bg-info {
background-color: rgba(153, 84, 187, 0.7);
}
.bg-warning {
background-color: rgba(255, 117, 24, 0.7);
}
.bg-danger {
background-color: rgba(255, 0, 57, 0.7);
}
.bg-success {
background-color: rgba(63, 182, 24, 0.7);
}
.chart-title {
font-weight: 500;
}
.nav-tabs-custom > .nav-tabs > li > a,
.nav-tabs-custom > .nav-tabs > li > a:active {
font-weight: 500;
}
@media only screen and (min-width: 768px) {
html, body {
height: 100%;
}
#dashboard-container {
height: 100%;
}
}
</style>
<link rel="stylesheet" href="www\custom.css" type="text/css" />
</head>
<body>
<div class="navbar navbar-inverse navbar-fixed-top" role="navigation">
<div class="container-fluid">
<div class="navbar-header">
<button id="navbar-button" type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar">
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<span class="navbar-logo pull-left">
</span>
<span class="navbar-brand">
Exploring data
<span class="navbar-author">
</span>
</span>
</div>
<div id="navbar" class="navbar-collapse collapse">
<ul class="nav navbar-nav navbar-left">
</ul>
<ul class="nav navbar-nav navbar-right">
</ul>
</div><!--/.nav-collapse-->
</div><!--/.container-->
</div><!--/.navbar-->
<img class="mobile-figure" data-mobile-figure-id=fig1 src="Exploring_data_files/figure-html/unnamed-chunk-3-1.mb.png" />
<img class="mobile-figure" data-mobile-figure-id=fig2 src="Exploring_data_files/figure-html/unnamed-chunk-4-1.mb.png" />
<script type="text/javascript">
var FlexDashboard = (function () {
// initialize options
var _options = {};
var FlexDashboard = function() {
// default options
_options = $.extend(_options, {
theme: "cosmo",
fillPage: false,
orientation: 'columns',
storyboard: false,
defaultFigWidth: 576,
defaultFigHeight: 461,
defaultFigWidthMobile: 360,
defaultFigHeightMobile: 461,
isMobile: false,
isPortrait: false,
resize_reload: true
});
};
function init(options) {
// extend default options
$.extend(true, _options, options);
// add ids to sections that don't have them (pandoc won't assign ids
// to e.g. sections with titles consisting of only chinese characters)
var nextId = 1;
$('.level1:not([id]),.level2:not([id]),.level3:not([id])').each(function() {
$(this).attr('id', 'dashboard-' + nextId++);
});
// find navbar items
var navbarItems = $('#flexdashboard-navbar');
if (navbarItems.length)
navbarItems = JSON.parse(navbarItems.html());
addNavbarItems(navbarItems);
// find the main dashboard container
var dashboardContainer = $('#dashboard-container');
// resolve mobile classes
resolveMobileClasses(dashboardContainer);
// one time global initialization for components
componentsInit(dashboardContainer);
// look for a global sidebar
var globalSidebar = dashboardContainer.find(".section.level1.sidebar");
if (globalSidebar.length > 0) {
// global layout for fullscreen displays
if (!isMobilePhone()) {
// hoist it up to the top level
globalSidebar.insertBefore(dashboardContainer);
// lay it out (set width/positions)
layoutSidebar(globalSidebar, dashboardContainer);
// tuck sidebar into first page for mobile phones
} else {
// convert it into a level3 section
globalSidebar.removeClass('sidebar');
globalSidebar.removeClass('level1');
globalSidebar.addClass('level3');
var h1 = globalSidebar.children('h1');
var h3 = $('<h3></h3>');
h3.append(h1.contents());
h3.insertBefore(h1);
h1.detach();
// move it into the first page
var page = dashboardContainer.find('.section.level1').first();
if (page.length > 0)
page.prepend(globalSidebar);
}
}
// look for pages to layout
var pages = $('div.section.level1');
if (pages.length > 0) {
// find the navbar and collapse on clicked
var navbar = $('#navbar');
navbar.on("click", "a[data-toggle!=dropdown]", null, function () {
navbar.collapse('hide');
});
// envelop the dashboard container in a tab content div
dashboardContainer.wrapInner('<div class="tab-content"></div>');
pages.each(function(index) {
// lay it out
layoutDashboardPage($(this));
// add it to the navbar
addToNavbar($(this), index === 0);
});
} else {
// remove the navbar and navbar button if we don't
// have any navbuttons
if (navbarItems.length === 0) {
$('#navbar').remove();
$('#navbar-button').remove();
}
// add the storyboard class if requested
if (_options.storyboard)
dashboardContainer.addClass('storyboard');
// layout the entire page
layoutDashboardPage(dashboardContainer);
}
// if we are in shiny we need to trigger a window resize event to
// force correct layout of shiny-bound-output elements
if (isShinyDoc())
$(window).trigger('resize');
// make main components visible
$('.section.sidebar').css('visibility', 'visible');
dashboardContainer.css('visibility', 'visible');
// handle location hash
handleLocationHash();
// intialize prism highlighting
initPrismHighlighting();
// record mobile and orientation state then register a handler
// to refresh if resize_reload is set to true and it changes
_options.isMobile = isMobilePhone();
_options.isPortrait = isPortrait();
if (_options.resize_reload) {
$(window).on('resize', function() {
if (_options.isMobile !== isMobilePhone() ||
_options.isPortrait !== isPortrait()) {
window.location.reload();
}
});
} else {
// if in desktop mode and resizing to mobile, make sure the heights are 100%
// This enforces what `fillpage.css` does for "wider" pages.
// Since we are not reloading once the page becomes small, we need to force the height to 100%
// This is a new situation introduced when `_options.resize_reload` is `false`
if (! _options.isMobile) {
// only add if `fillpage.css` was added in the first place
if (_options.fillPage) {
// fillpage.css
$("html,body,#dashboard").css("height", "100%");
}
}
}
// trigger layoutcomplete event
dashboardContainer.trigger('flexdashboard:layoutcomplete');
}
function resolveMobileClasses(dashboardContainer) {
// add top level layout class
dashboardContainer.addClass(isMobilePhone() ? 'mobile-layout' :
'desktop-layout');
// look for .mobile sections and add .no-mobile to their peers
var mobileSections = $('.section.mobile');
mobileSections.each(function() {
var id = $(this).attr('id');
var nomobileId = id.replace(/-\d+$/, '');
$('#' + nomobileId).addClass('no-mobile');
});
}