2018-04-24 17:43:27 +03:00
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< meta name = "author" content = "Ben Miroglio, Martin Lopatka" / >
< title > TAAR V2 Experiment Analysis< / title >
2018-04-24 20:32:31 +03:00
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2018-04-24 17:43:27 +03:00
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2018-04-24 20:32:31 +03:00
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* Licensed under the MIT license
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< / script >
< script > / * ! R e s p o n d . j s v 1 . 4 . 2 : m i n / m a x - w i d t h m e d i a q u e r y p o l y f i l l * C o p y r i g h t 2 0 1 3 S c o t t J e h l
* Licensed under https://github.com/scottjehl/Respond/blob/master/LICENSE-MIT
* */
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< / script >
< script >
/**
* jQuery Plugin: Sticky Tabs
*
* @author Aidan Lister < aidan @ php . net >
* adapted by Ruben Arslan to activate parent tabs too
* http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
*/
(function($) {
"use strict";
$.fn.rmarkdownStickyTabs = function() {
var context = this;
// Show the tab corresponding with the hash in the URL, or the first tab
var showStuffFromHash = function() {
var hash = window.location.hash;
var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
var $selector = $(selector, context);
if($selector.data('toggle') === "tab") {
$selector.tab('show');
// walk up the ancestors of this element, show any hidden tabs
$selector.parents('.section.tabset').each(function(i, elm) {
var link = $('a[href="#' + $(elm).attr('id') + '"]');
if(link.data('toggle') === "tab") {
link.tab("show");
}
});
}
};
// Set the correct tab when the page loads
showStuffFromHash(context);
// Set the correct tab when a user uses their back/forward button
$(window).on('hashchange', function() {
showStuffFromHash(context);
});
// Change the URL when tabs are clicked
$('a', context).on('click', function(e) {
history.pushState(null, null, this.href);
showStuffFromHash(context);
});
return this;
};
}(jQuery));
window.buildTabsets = function(tocID) {
// build a tabset from a section div with the .tabset class
function buildTabset(tabset) {
// check for fade and pills options
var fade = tabset.hasClass("tabset-fade");
var pills = tabset.hasClass("tabset-pills");
var navClass = pills ? "nav-pills" : "nav-tabs";
// determine the heading level of the tabset and tabs
var match = tabset.attr('class').match(/level(\d) /);
if (match === null)
return;
var tabsetLevel = Number(match[1]);
var tabLevel = tabsetLevel + 1;
// find all subheadings immediately below
var tabs = tabset.find("div.section.level" + tabLevel);
if (!tabs.length)
return;
// create tablist and tab-content elements
var tabList = $('< ul class = "nav ' + navClass + '" role = "tablist" > < / ul > ');
$(tabs[0]).before(tabList);
var tabContent = $('< div class = "tab-content" > < / div > ');
$(tabs[0]).before(tabContent);
// build the tabset
var activeTab = 0;
tabs.each(function(i) {
// get the tab div
var tab = $(tabs[i]);
// get the id then sanitize it for use with bootstrap tabs
var id = tab.attr('id');
// see if this is marked as the active tab
if (tab.hasClass('active'))
activeTab = i;
// remove any table of contents entries associated with
// this ID (since we'll be removing the heading element)
$("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
// sanitize the id for use with bootstrap tabs
id = id.replace(/[.\/?& !#< >]/g, '').replace(/\s/g, '_');
tab.attr('id', id);
// get the heading element within it, grab it's text, then remove it
var heading = tab.find('h' + tabLevel + ':first');
var headingText = heading.html();
heading.remove();
// build and append the tab list item
var a = $('< a role = "tab" data-toggle = "tab" > ' + headingText + '< / a > ');
a.attr('href', '#' + id);
a.attr('aria-controls', id);
var li = $('< li role = "presentation" > < / li > ');
li.append(a);
tabList.append(li);
// set it's attributes
tab.attr('role', 'tabpanel');
tab.addClass('tab-pane');
tab.addClass('tabbed-pane');
if (fade)
tab.addClass('fade');
// move it into the tab content div
tab.detach().appendTo(tabContent);
});
// set active tab
$(tabList.children('li')[activeTab]).addClass('active');
var active = $(tabContent.children('div.section')[activeTab]);
active.addClass('active');
if (fade)
active.addClass('in');
if (tabset.hasClass("tabset-sticky"))
tabset.rmarkdownStickyTabs();
}
// convert section divs with the .tabset class to tabsets
var tabsets = $("div.section.tabset");
tabsets.each(function(i) {
buildTabset($(tabsets[i]));
});
};
< / script >
< script >
window.initializeCodeFolding = function(show) {
// handlers for show-all and hide all
$("#rmd-show-all-code").click(function() {
$('div.r-code-collapse').each(function() {
$(this).collapse('show');
});
});
$("#rmd-hide-all-code").click(function() {
$('div.r-code-collapse').each(function() {
$(this).collapse('hide');
});
});
// index for unique code element ids
var currentIndex = 1;
// select all R code blocks
var rCodeBlocks = $('pre.r, pre.python, pre.bash, pre.sql, pre.cpp, pre.stan');
rCodeBlocks.each(function() {
// create a collapsable div to wrap the code in
var div = $('< div class = "collapse r-code-collapse" > < / div > ');
if (show)
div.addClass('in');
var id = 'rcode-643E0F36' + currentIndex++;
div.attr('id', id);
$(this).before(div);
$(this).detach().appendTo(div);
// add a show code button right above
var showCodeText = $('< span > ' + (show ? 'Hide' : 'Code') + '< / span > ');
var showCodeButton = $('< button type = "button" class = "btn btn-default btn-xs code-folding-btn pull-right" > < / button > ');
showCodeButton.append(showCodeText);
showCodeButton
.attr('data-toggle', 'collapse')
.attr('data-target', '#' + id)
.attr('aria-expanded', show)
.attr('aria-controls', id);
var buttonRow = $('< div class = "row" > < / div > ');
var buttonCol = $('< div class = "col-md-12" > < / div > ');
buttonCol.append(showCodeButton);
buttonRow.append(buttonCol);
div.before(buttonRow);
// update state of button on show/hide
div.on('hidden.bs.collapse', function () {
showCodeText.text('Code');
});
div.on('show.bs.collapse', function () {
showCodeText.text('Hide');
});
});
}
< / script >
< style type = "text/css" > . h l j s - l i t e r a l {
color: #990073;
}
.hljs-number {
color: #099;
}
.hljs-comment {
color: #998;
font-style: italic;
}
.hljs-keyword {
color: #900;
font-weight: bold;
}
.hljs-string {
color: #d14;
}
< / style >
< script src = "data:application/javascript;base64,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
< script > ( f u n c t i o n ( ) {
// If window.HTMLWidgets is already defined, then use it; otherwise create a
// new object. This allows preceding code to set options that affect the
// initialization process (though none currently exist).
window.HTMLWidgets = window.HTMLWidgets || {};
// See if we're running in a viewer pane. If not, we're in a web browser.
var viewerMode = window.HTMLWidgets.viewerMode =
/\bviewer_pane=1\b/.test(window.location);
// See if we're running in Shiny mode. If not, it's a static document.
// Note that static widgets can appear in both Shiny and static modes, but
// obviously, Shiny widgets can only appear in Shiny apps/documents.
var shinyMode = window.HTMLWidgets.shinyMode =
typeof(window.Shiny) !== "undefined" & & !!window.Shiny.outputBindings;
// We can't count on jQuery being available, so we implement our own
// version if necessary.
function querySelectorAll(scope, selector) {
if (typeof(jQuery) !== "undefined" & & scope instanceof jQuery) {
return scope.find(selector);
}
if (scope.querySelectorAll) {
return scope.querySelectorAll(selector);
}
}
function asArray(value) {
if (value === null)
return [];
if ($.isArray(value))
return value;
return [value];
}
// Implement jQuery's extend
function extend(target /*, ... */) {
if (arguments.length == 1) {
return target;
}
for (var i = 1; i < arguments.length ; i + + ) {
var source = arguments[i];
for (var prop in source) {
if (source.hasOwnProperty(prop)) {
target[prop] = source[prop];
}
}
}
return target;
}
// IE8 doesn't support Array.forEach.
function forEach(values, callback, thisArg) {
if (values.forEach) {
values.forEach(callback, thisArg);
} else {
for (var i = 0; i < values.length ; i + + ) {
callback.call(thisArg, values[i], i, values);
}
}
}
// Replaces the specified method with the return value of funcSource.
//
// Note that funcSource should not BE the new method, it should be a function
// that RETURNS the new method. funcSource receives a single argument that is
// the overridden method, it can be called from the new method. The overridden
// method can be called like a regular function, it has the target permanently
// bound to it so "this" will work correctly.
function overrideMethod(target, methodName, funcSource) {
var superFunc = target[methodName] || function() {};
var superFuncBound = function() {
return superFunc.apply(target, arguments);
};
target[methodName] = funcSource(superFuncBound);
}
// Add a method to delegator that, when invoked, calls
// delegatee.methodName. If there is no such method on
// the delegatee, but there was one on delegator before
// delegateMethod was called, then the original version
// is invoked instead.
// For example:
//
// var a = {
// method1: function() { console.log('a1'); }
// method2: function() { console.log('a2'); }
// };
// var b = {
// method1: function() { console.log('b1'); }
// };
// delegateMethod(a, b, "method1");
// delegateMethod(a, b, "method2");
// a.method1();
// a.method2();
//
// The output would be "b1", "a2".
function delegateMethod(delegator, delegatee, methodName) {
var inherited = delegator[methodName];
delegator[methodName] = function() {
var target = delegatee;
var method = delegatee[methodName];
// The method doesn't exist on the delegatee. Instead,
// call the method on the delegator, if it exists.
if (!method) {
target = delegator;
method = inherited;
}
if (method) {
return method.apply(target, arguments);
}
};
}
// Implement a vague facsimilie of jQuery's data method
function elementData(el, name, value) {
if (arguments.length == 2) {
return el["htmlwidget_data_" + name];
} else if (arguments.length == 3) {
el["htmlwidget_data_" + name] = value;
return el;
} else {
throw new Error("Wrong number of arguments for elementData: " +
arguments.length);
}
}
// http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
function escapeRegExp(str) {
return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
}
function hasClass(el, className) {
var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
return re.test(el.className);
}
// elements - array (or array-like object) of HTML elements
// className - class name to test for
// include - if true, only return elements with given className;
// if false, only return elements *without* given className
function filterByClass(elements, className, include) {
var results = [];
for (var i = 0; i < elements.length ; i + + ) {
if (hasClass(elements[i], className) == include)
results.push(elements[i]);
}
return results;
}
function on(obj, eventName, func) {
if (obj.addEventListener) {
obj.addEventListener(eventName, func, false);
} else if (obj.attachEvent) {
obj.attachEvent(eventName, func);
}
}
function off(obj, eventName, func) {
if (obj.removeEventListener)
obj.removeEventListener(eventName, func, false);
else if (obj.detachEvent) {
obj.detachEvent(eventName, func);
}
}
// Translate array of values to top/right/bottom/left, as usual with
// the "padding" CSS property
// https://developer.mozilla.org/en-US/docs/Web/CSS/padding
function unpackPadding(value) {
if (typeof(value) === "number")
value = [value];
if (value.length === 1) {
return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
}
if (value.length === 2) {
return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
}
if (value.length === 3) {
return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
}
if (value.length === 4) {
return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
}
}
// Convert an unpacked padding object to a CSS value
function paddingToCss(paddingObj) {
return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
}
// Makes a number suitable for CSS
function px(x) {
if (typeof(x) === "number")
return x + "px";
else
return x;
}
// Retrieves runtime widget sizing information for an element.
// The return value is either null, or an object with fill, padding,
// defaultWidth, defaultHeight fields.
function sizingPolicy(el) {
var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
if (!sizingEl)
return null;
var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
if (viewerMode) {
return sp.viewer;
} else {
return sp.browser;
}
}
// @param tasks Array of strings (or falsy value, in which case no-op).
// Each element must be a valid JavaScript expression that yields a
// function. Or, can be an array of objects with "code" and "data"
// properties; in this case, the "code" property should be a string
// of JS that's an expr that yields a function, and "data" should be
// an object that will be added as an additional argument when that
// function is called.
// @param target The object that will be "this" for each function
// execution.
// @param args Array of arguments to be passed to the functions. (The
// same arguments will be passed to all functions.)
function evalAndRun(tasks, target, args) {
if (tasks) {
forEach(tasks, function(task) {
var theseArgs = args;
if (typeof(task) === "object") {
theseArgs = theseArgs.concat([task.data]);
task = task.code;
}
var taskFunc = eval("(" + task + ")");
if (typeof(taskFunc) !== "function") {
throw new Error("Task must be a function! Source:\n" + task);
}
taskFunc.apply(target, theseArgs);
});
}
}
function initSizing(el) {
var sizing = sizingPolicy(el);
if (!sizing)
return;
var cel = document.getElementById("htmlwidget_container");
if (!cel)
return;
if (typeof(sizing.padding) !== "undefined") {
document.body.style.margin = "0";
document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
}
if (sizing.fill) {
document.body.style.overflow = "hidden";
document.body.style.width = "100%";
document.body.style.height = "100%";
document.documentElement.style.width = "100%";
document.documentElement.style.height = "100%";
if (cel) {
cel.style.position = "absolute";
var pad = unpackPadding(sizing.padding);
cel.style.top = pad.top + "px";
cel.style.right = pad.right + "px";
cel.style.bottom = pad.bottom + "px";
cel.style.left = pad.left + "px";
el.style.width = "100%";
el.style.height = "100%";
}
return {
getWidth: function() { return cel.offsetWidth; },
getHeight: function() { return cel.offsetHeight; }
};
} else {
el.style.width = px(sizing.width);
el.style.height = px(sizing.height);
return {
getWidth: function() { return el.offsetWidth; },
getHeight: function() { return el.offsetHeight; }
};
}
}
// Default implementations for methods
var defaults = {
find: function(scope) {
return querySelectorAll(scope, "." + this.name);
},
renderError: function(el, err) {
var $el = $(el);
this.clearError(el);
// Add all these error classes, as Shiny does
var errClass = "shiny-output-error";
if (err.type !== null) {
// use the classes of the error condition as CSS class names
errClass = errClass + " " + $.map(asArray(err.type), function(type) {
return errClass + "-" + type;
}).join(" ");
}
errClass = errClass + " htmlwidgets-error";
// Is el inline or block? If inline or inline-block, just display:none it
// and add an inline error.
var display = $el.css("display");
$el.data("restore-display-mode", display);
if (display === "inline" || display === "inline-block") {
$el.hide();
if (err.message !== "") {
var errorSpan = $("< span > ").addClass(errClass);
errorSpan.text(err.message);
$el.after(errorSpan);
}
} else if (display === "block") {
// If block, add an error just after the el, set visibility:none on the
// el, and position the error to be on top of the el.
// Mark it with a unique ID and CSS class so we can remove it later.
$el.css("visibility", "hidden");
if (err.message !== "") {
var errorDiv = $("< div > ").addClass(errClass).css("position", "absolute")
.css("top", el.offsetTop)
.css("left", el.offsetLeft)
// setting width can push out the page size, forcing otherwise
// unnecessary scrollbars to appear and making it impossible for
// the element to shrink; so use max-width instead
.css("maxWidth", el.offsetWidth)
.css("height", el.offsetHeight);
errorDiv.text(err.message);
$el.after(errorDiv);
// Really dumb way to keep the size/position of the error in sync with
// the parent element as the window is resized or whatever.
var intId = setInterval(function() {
if (!errorDiv[0].parentElement) {
clearInterval(intId);
return;
}
errorDiv
.css("top", el.offsetTop)
.css("left", el.offsetLeft)
.css("maxWidth", el.offsetWidth)
.css("height", el.offsetHeight);
}, 500);
}
}
},
clearError: function(el) {
var $el = $(el);
var display = $el.data("restore-display-mode");
$el.data("restore-display-mode", null);
if (display === "inline" || display === "inline-block") {
if (display)
$el.css("display", display);
$(el.nextSibling).filter(".htmlwidgets-error").remove();
} else if (display === "block"){
$el.css("visibility", "inherit");
$(el.nextSibling).filter(".htmlwidgets-error").remove();
}
},
sizing: {}
};
// Called by widget bindings to register a new type of widget. The definition
// object can contain the following properties:
// - name (required) - A string indicating the binding name, which will be
// used by default as the CSS classname to look for.
// - initialize (optional) - A function(el) that will be called once per
// widget element; if a value is returned, it will be passed as the third
// value to renderValue.
// - renderValue (required) - A function(el, data, initValue) that will be
// called with data. Static contexts will cause this to be called once per
// element; Shiny apps will cause this to be called multiple times per
// element, as the data changes.
window.HTMLWidgets.widget = function(definition) {
if (!definition.name) {
throw new Error("Widget must have a name");
}
if (!definition.type) {
throw new Error("Widget must have a type");
}
// Currently we only support output widgets
if (definition.type !== "output") {
throw new Error("Unrecognized widget type '" + definition.type + "'");
}
// TODO: Verify that .name is a valid CSS classname
// Support new-style instance-bound definitions. Old-style class-bound
// definitions have one widget "object" per widget per type/class of
// widget; the renderValue and resize methods on such widget objects
// take el and instance arguments, because the widget object can't
// store them. New-style instance-bound definitions have one widget
// object per widget instance; the definition that's passed in doesn't
// provide renderValue or resize methods at all, just the single method
// factory(el, width, height)
// which returns an object that has renderValue(x) and resize(w, h).
// This enables a far more natural programming style for the widget
// author, who can store per-instance state using either OO-style
// instance fields or functional-style closure variables (I guess this
// is in contrast to what can only be called C-style pseudo-OO which is
// what we required before).
if (definition.factory) {
definition = createLegacyDefinitionAdapter(definition);
}
if (!definition.renderValue) {
throw new Error("Widget must have a renderValue function");
}
// For static rendering (non-Shiny), use a simple widget registration
// scheme. We also use this scheme for Shiny apps/documents that also
// contain static widgets.
window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
// Merge defaults into the definition; don't mutate the original definition.
var staticBinding = extend({}, defaults, definition);
overrideMethod(staticBinding, "find", function(superfunc) {
return function(scope) {
var results = superfunc(scope);
// Filter out Shiny outputs, we only want the static kind
return filterByClass(results, "html-widget-output", false);
};
});
window.HTMLWidgets.widgets.push(staticBinding);
if (shinyMode) {
// Shiny is running. Register the definition with an output binding.
// The definition itself will not be the output binding, instead
// we will make an output binding object that delegates to the
// definition. This is because we foolishly used the same method
// name (renderValue) for htmlwidgets definition and Shiny bindings
// but they actually have quite different semantics (the Shiny
// bindings receive data that includes lots of metadata that it
// strips off before calling htmlwidgets renderValue). We can't
// just ignore the difference because in some widgets it's helpful
// to call this.renderValue() from inside of resize(), and if
// we're not delegating, then that call will go to the Shiny
// version instead of the htmlwidgets version.
// Merge defaults with definition, without mutating either.
var bindingDef = extend({}, defaults, definition);
// This object will be our actual Shiny binding.
var shinyBinding = new Shiny.OutputBinding();
// With a few exceptions, we'll want to simply use the bindingDef's
// version of methods if they are available, otherwise fall back to
// Shiny's defaults. NOTE: If Shiny's output bindings gain additional
// methods in the future, and we want them to be overrideable by
// HTMLWidget binding definitions, then we'll need to add them to this
// list.
delegateMethod(shinyBinding, bindingDef, "getId");
delegateMethod(shinyBinding, bindingDef, "onValueChange");
delegateMethod(shinyBinding, bindingDef, "onValueError");
delegateMethod(shinyBinding, bindingDef, "renderError");
delegateMethod(shinyBinding, bindingDef, "clearError");
delegateMethod(shinyBinding, bindingDef, "showProgress");
// The find, renderValue, and resize are handled differently, because we
// want to actually decorate the behavior of the bindingDef methods.
shinyBinding.find = function(scope) {
var results = bindingDef.find(scope);
// Only return elements that are Shiny outputs, not static ones
var dynamicResults = results.filter(".html-widget-output");
// It's possible that whatever caused Shiny to think there might be
// new dynamic outputs, also caused there to be new static outputs.
// Since there might be lots of different htmlwidgets bindings, we
// schedule execution for later--no need to staticRender multiple
// times.
if (results.length !== dynamicResults.length)
scheduleStaticRender();
return dynamicResults;
};
// Wrap renderValue to handle initialization, which unfortunately isn't
// supported natively by Shiny at the time of this writing.
shinyBinding.renderValue = function(el, data) {
Shiny.renderDependencies(data.deps);
// Resolve strings marked as javascript literals to objects
if (!(data.evals instanceof Array)) data.evals = [data.evals];
for (var i = 0; data.evals & & i < data.evals.length ; i + + ) {
window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
}
if (!bindingDef.renderOnNullValue) {
if (data.x === null) {
el.style.visibility = "hidden";
return;
} else {
el.style.visibility = "inherit";
}
}
if (!elementData(el, "initialized")) {
initSizing(el);
elementData(el, "initialized", true);
if (bindingDef.initialize) {
var result = bindingDef.initialize(el, el.offsetWidth,
el.offsetHeight);
elementData(el, "init_result", result);
}
}
bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
};
// Only override resize if bindingDef implements it
if (bindingDef.resize) {
shinyBinding.resize = function(el, width, height) {
// Shiny can call resize before initialize/renderValue have been
// called, which doesn't make sense for widgets.
if (elementData(el, "initialized")) {
bindingDef.resize(el, width, height, elementData(el, "init_result"));
}
};
}
Shiny.outputBindings.register(shinyBinding, bindingDef.name);
}
};
var scheduleStaticRenderTimerId = null;
function scheduleStaticRender() {
if (!scheduleStaticRenderTimerId) {
scheduleStaticRenderTimerId = setTimeout(function() {
scheduleStaticRenderTimerId = null;
window.HTMLWidgets.staticRender();
}, 1);
}
}
// Render static widgets after the document finishes loading
// Statically render all elements that are of this widget's class
window.HTMLWidgets.staticRender = function() {
var bindings = window.HTMLWidgets.widgets || [];
forEach(bindings, function(binding) {
var matches = binding.find(document.documentElement);
forEach(matches, function(el) {
var sizeObj = initSizing(el, binding);
if (hasClass(el, "html-widget-static-bound"))
return;
el.className = el.className + " html-widget-static-bound";
var initResult;
if (binding.initialize) {
initResult = binding.initialize(el,
sizeObj ? sizeObj.getWidth() : el.offsetWidth,
sizeObj ? sizeObj.getHeight() : el.offsetHeight
);
elementData(el, "init_result", initResult);
}
if (binding.resize) {
var lastSize = {};
var resizeHandler = function(e) {
var size = {
w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
};
if (size.w === 0 & & size.h === 0)
return;
if (size.w === lastSize.w & & size.h === lastSize.h)
return;
lastSize = size;
binding.resize(el, size.w, size.h, initResult);
};
on(window, "resize", resizeHandler);
// This is needed for cases where we're running in a Shiny
// app, but the widget itself is not a Shiny output, but
// rather a simple static widget. One example of this is
// an rmarkdown document that has runtime:shiny and widget
// that isn't in a render function. Shiny only knows to
// call resize handlers for Shiny outputs, not for static
// widgets, so we do it ourselves.
if (window.jQuery) {
window.jQuery(document).on(
"shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
resizeHandler
);
window.jQuery(document).on(
"hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
resizeHandler
);
}
// This is needed for the specific case of ioslides, which
// flips slides between display:none and display:block.
// Ideally we would not have to have ioslide-specific code
// here, but rather have ioslides raise a generic event,
// but the rmarkdown package just went to CRAN so the
// window to getting that fixed may be long.
if (window.addEventListener) {
// It's OK to limit this to window.addEventListener
// browsers because ioslides itself only supports
// such browsers.
on(document, "slideenter", resizeHandler);
on(document, "slideleave", resizeHandler);
}
}
var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
if (scriptData) {
var data = JSON.parse(scriptData.textContent || scriptData.text);
// Resolve strings marked as javascript literals to objects
if (!(data.evals instanceof Array)) data.evals = [data.evals];
for (var k = 0; data.evals & & k < data.evals.length ; k + + ) {
window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
}
binding.renderValue(el, data.x, initResult);
evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
}
});
});
invokePostRenderHandlers();
}
// Wait until after the document has loaded to render the widgets.
if (document.addEventListener) {
document.addEventListener("DOMContentLoaded", function() {
document.removeEventListener("DOMContentLoaded", arguments.callee, false);
window.HTMLWidgets.staticRender();
}, false);
} else if (document.attachEvent) {
document.attachEvent("onreadystatechange", function() {
if (document.readyState === "complete") {
document.detachEvent("onreadystatechange", arguments.callee);
window.HTMLWidgets.staticRender();
}
});
}
window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
// If no key, default to the first item
if (typeof(key) === "undefined")
key = 1;
var link = document.getElementById(depname + "-" + key + "-attachment");
if (!link) {
throw new Error("Attachment " + depname + "/" + key + " not found in document");
}
return link.getAttribute("href");
};
window.HTMLWidgets.dataframeToD3 = function(df) {
var names = [];
var length;
for (var name in df) {
if (df.hasOwnProperty(name))
names.push(name);
if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
throw new Error("All fields must be arrays");
} else if (typeof(length) !== "undefined" & & length !== df[name].length) {
throw new Error("All fields must be arrays of the same length");
}
length = df[name].length;
}
var results = [];
var item;
for (var row = 0; row < length ; row + + ) {
item = {};
for (var col = 0; col < names.length ; col + + ) {
item[names[col]] = df[names[col]][row];
}
results.push(item);
}
return results;
};
window.HTMLWidgets.transposeArray2D = function(array) {
if (array.length === 0) return array;
var newArray = array[0].map(function(col, i) {
return array.map(function(row) {
return row[i]
})
});
return newArray;
};
// Split value at splitChar, but allow splitChar to be escaped
// using escapeChar. Any other characters escaped by escapeChar
// will be included as usual (including escapeChar itself).
function splitWithEscape(value, splitChar, escapeChar) {
var results = [];
var escapeMode = false;
var currentResult = "";
for (var pos = 0; pos < value.length ; pos + + ) {
if (!escapeMode) {
if (value[pos] === splitChar) {
results.push(currentResult);
currentResult = "";
} else if (value[pos] === escapeChar) {
escapeMode = true;
} else {
currentResult += value[pos];
}
} else {
currentResult += value[pos];
escapeMode = false;
}
}
if (currentResult !== "") {
results.push(currentResult);
}
return results;
}
// Function authored by Yihui/JJ Allaire
window.HTMLWidgets.evaluateStringMember = function(o, member) {
var parts = splitWithEscape(member, '.', '\\');
for (var i = 0, l = parts.length; i < l ; i + + ) {
var part = parts[i];
// part may be a character or 'numeric' member name
if (o !== null & & typeof o === "object" & & part in o) {
if (i == (l - 1)) { // if we are at the end of the line then evalulate
if (typeof o[part] === "string")
o[part] = eval("(" + o[part] + ")");
} else { // otherwise continue to next embedded object
o = o[part];
}
}
}
};
// Retrieve the HTMLWidget instance (i.e. the return value of an
// HTMLWidget binding's initialize() or factory() function)
// associated with an element, or null if none.
window.HTMLWidgets.getInstance = function(el) {
return elementData(el, "init_result");
};
// Finds the first element in the scope that matches the selector,
// and returns the HTMLWidget instance (i.e. the return value of
// an HTMLWidget binding's initialize() or factory() function)
// associated with that element, if any. If no element matches the
// selector, or the first matching element has no HTMLWidget
// instance associated with it, then null is returned.
//
// The scope argument is optional, and defaults to window.document.
window.HTMLWidgets.find = function(scope, selector) {
if (arguments.length == 1) {
selector = scope;
scope = document;
}
var el = scope.querySelector(selector);
if (el === null) {
return null;
} else {
return window.HTMLWidgets.getInstance(el);
}
};
// Finds all elements in the scope that match the selector, and
// returns the HTMLWidget instances (i.e. the return values of
// an HTMLWidget binding's initialize() or factory() function)
// associated with the elements, in an array. If elements that
// match the selector don't have an associated HTMLWidget
// instance, the returned array will contain nulls.
//
// The scope argument is optional, and defaults to window.document.
window.HTMLWidgets.findAll = function(scope, selector) {
if (arguments.length == 1) {
selector = scope;
scope = document;
}
var nodes = scope.querySelectorAll(selector);
var results = [];
for (var i = 0; i < nodes.length ; i + + ) {
results.push(window.HTMLWidgets.getInstance(nodes[i]));
}
return results;
};
var postRenderHandlers = [];
function invokePostRenderHandlers() {
while (postRenderHandlers.length) {
var handler = postRenderHandlers.shift();
if (handler) {
handler();
}
}
}
// Register the given callback function to be invoked after the
// next time static widgets are rendered.
window.HTMLWidgets.addPostRenderHandler = function(callback) {
postRenderHandlers.push(callback);
};
// Takes a new-style instance-bound definition, and returns an
// old-style class-bound definition. This saves us from having
// to rewrite all the logic in this file to accomodate both
// types of definitions.
function createLegacyDefinitionAdapter(defn) {
var result = {
name: defn.name,
type: defn.type,
initialize: function(el, width, height) {
return defn.factory(el, width, height);
},
renderValue: function(el, x, instance) {
return instance.renderValue(x);
},
resize: function(el, width, height, instance) {
return instance.resize(width, height);
}
};
if (defn.find)
result.find = defn.find;
if (defn.renderError)
result.renderError = defn.renderError;
if (defn.clearError)
result.clearError = defn.clearError;
return result;
}
})();
< / script >
< style type = "text/css" > . d t - c r o s s t a l k - f a d e {
opacity: 0.2;
}
html body div.DTS div.dataTables_scrollBody {
background: none;
}
< / style >
< script > ( f u n c t i o n ( ) {
// some helper functions: using a global object DTWidget so that it can be used
// in JS() code, e.g. datatable(options = list(foo = JS('code'))); unlike R's
// dynamic scoping, when 'code' is eval()'ed, JavaScript does not know objects
// from the "parent frame", e.g. JS('DTWidget') will not work unless it was made
// a global object
var DTWidget = {};
// 123456666.7890 -> 123,456,666.7890
var markInterval = function(d, digits, interval, mark, decMark, precision) {
x = precision ? d.toPrecision(digits) : d.toFixed(digits);
if (!/^-?[\d.]+$/.test(x)) return x;
var xv = x.split('.');
if (xv.length > 2) return x; // should have at most one decimal point
xv[0] = xv[0].replace(new RegExp('\\B(?=(\\d{' + interval + '})+(?!\\d))', 'g'), mark);
return xv.join(decMark);
};
DTWidget.formatCurrency = function(thiz, row, data, col, currency, digits, interval, mark, decMark, before) {
var d = parseFloat(data[col]);
if (isNaN(d)) return;
var res = markInterval(d, digits, interval, mark, decMark);
res = before ? (/^-/.test(res) ? '-' + currency + res.replace(/^-/, '') : currency + res) :
res + currency;
$(thiz.api().cell(row, col).node()).html(res);
};
DTWidget.formatString = function(thiz, row, data, col, prefix, suffix) {
var d = data[col];
if (d === null) return;
$(thiz.api().cell(row, col).node()).html(prefix + d + suffix);
};
DTWidget.formatPercentage = function(thiz, row, data, col, digits, interval, mark, decMark) {
var d = parseFloat(data[col]);
if (isNaN(d)) return;
$(thiz.api().cell(row, col).node())
.html(markInterval(d * 100, digits, interval, mark, decMark) + '%');
};
DTWidget.formatRound = function(thiz, row, data, col, digits, interval, mark, decMark) {
var d = parseFloat(data[col]);
if (isNaN(d)) return;
$(thiz.api().cell(row, col).node()).html(markInterval(d, digits, interval, mark, decMark));
};
DTWidget.formatSignif = function(thiz, row, data, col, digits, interval, mark, decMark) {
var d = parseFloat(data[col]);
if (isNaN(d)) return;
$(thiz.api().cell(row, col).node())
.html(markInterval(d, digits, interval, mark, decMark, true));
};
DTWidget.formatDate = function(thiz, row, data, col, method, params) {
var d = data[col];
if (d === null) return;
// (new Date('2015-10-28')).toDateString() may return 2015-10-27 because the
// actual time created could be like 'Tue Oct 27 2015 19:00:00 GMT-0500 (CDT)',
// i.e. the date-only string is treated as UTC time instead of local time
if (method === 'toDateString' & & /^\d{4,}\D\d{2}\D\d{2}$/.test(d)) {
d = d.split(/\D/);
d = new Date(d[0], d[1] - 1, d[2]);
} else {
d = new Date(d);
}
$(thiz.api().cell(row, col).node()).html(d[method].apply(d, params));
};
window.DTWidget = DTWidget;
var transposeArray2D = function(a) {
return a.length === 0 ? a : HTMLWidgets.transposeArray2D(a);
};
var crosstalkPluginsInstalled = false;
function maybeInstallCrosstalkPlugins() {
if (crosstalkPluginsInstalled)
return;
crosstalkPluginsInstalled = true;
$.fn.dataTable.ext.afnFiltering.push(
function(oSettings, aData, iDataIndex) {
var ctfilter = oSettings.nTable.ctfilter;
if (ctfilter & & !ctfilter[iDataIndex])
return false;
var ctselect = oSettings.nTable.ctselect;
if (ctselect & & !ctselect[iDataIndex])
return false;
return true;
}
);
}
HTMLWidgets.widget({
name: "datatables",
type: "output",
renderOnNullValue: true,
initialize: function(el, width, height) {
$(el).html(' ');
return {
data: null,
ctfilterHandle: new crosstalk.FilterHandle(),
ctfilterSubscription: null,
ctselectHandle: new crosstalk.SelectionHandle(),
ctselectSubscription: null
};
},
renderValue: function(el, data, instance) {
if (el.offsetWidth === 0 || el.offsetHeight === 0) {
instance.data = data;
return;
}
instance.data = null;
var $el = $(el);
$el.empty();
if (data === null) {
$el.append(' ');
// clear previous Shiny inputs (if any)
for (var i in instance.clearInputs) instance.clearInputs[i]();
instance.clearInputs = {};
return;
}
var crosstalkOptions = data.crosstalkOptions;
if (!crosstalkOptions) crosstalkOptions = {
'key': null, 'group': null
};
if (crosstalkOptions.group) {
maybeInstallCrosstalkPlugins();
instance.ctfilterHandle.setGroup(crosstalkOptions.group);
instance.ctselectHandle.setGroup(crosstalkOptions.group);
}
// If we are in a flexdashboard scroll layout then we:
// (a) Always want to use pagination (otherwise we'll have
// a "double scroll bar" effect on the phone); and
// (b) Never want to fill the container (we want the pagination
// level to determine the size of the container)
if (window.FlexDashboard & & !window.FlexDashboard.isFillPage()) {
data.options.bPaginate = true;
data.fillContainer = false;
}
// if we are in the viewer then we always want to fillContainer and
// and autoHideNavigation (unless the user has explicitly set these)
if (window.HTMLWidgets.viewerMode) {
if (!data.hasOwnProperty("fillContainer"))
data.fillContainer = true;
if (!data.hasOwnProperty("autoHideNavigation"))
data.autoHideNavigation = true;
}
// propagate fillContainer to instance (so we have it in resize)
instance.fillContainer = data.fillContainer;
var cells = data.data;
if (cells instanceof Array) cells = transposeArray2D(cells);
$el.append(data.container);
var $table = $el.find('table');
if (data.class) $table.addClass(data.class);
if (data.caption) $table.prepend(data.caption);
if (HTMLWidgets.shinyMode & & data.selection.mode !== 'none' & &
data.selection.target === 'row+column') {
if ($table.children('tfoot').length === 0) {
$table.append($('< tfoot > '));
$table.find('thead tr').clone().appendTo($table.find('tfoot'));
}
}
// column filters
var filterRow;
switch (data.filter) {
case 'top':
$table.children('thead').append(data.filterHTML);
filterRow = $table.find('thead tr:last td');
break;
case 'bottom':
if ($table.children('tfoot').length === 0) {
$table.append($('< tfoot > '));
}
$table.children('tfoot').prepend(data.filterHTML);
filterRow = $table.find('tfoot tr:first td');
break;
}
var options = { searchDelay: 1000 };
if (cells !== null) $.extend(options, {
data: cells
});
// options for fillContainer
var bootstrapActive = typeof($.fn.popover) != 'undefined';
if (instance.fillContainer) {
// force scrollX/scrollY and turn off autoWidth
options.scrollX = true;
options.scrollY = "100px"; // can be any value, we'll adjust below
// if we aren't paginating then move around the info/filter controls
// to save space at the bottom and rephrase the info callback
if (data.options.bPaginate === false) {
// we know how to do this cleanly for bootstrap, not so much
// for other themes/layouts
if (bootstrapActive) {
options.dom = "< 'row'< 'col-sm-4'i>< 'col-sm-8'f>>" +
"< 'row'< 'col-sm-12'tr>>";
}
options.fnInfoCallback = function(oSettings, iStart, iEnd,
iMax, iTotal, sPre) {
return Number(iTotal).toLocaleString() + " records";
};
}
}
// auto hide navigation if requested
if (data.autoHideNavigation === true) {
if (bootstrapActive & & data.options.bPaginate !== false) {
// strip all nav if length >= cells
if ((cells instanceof Array) & & data.options.iDisplayLength >= cells.length)
options.dom = "< 'row'< 'col-sm-12'tr>>";
// alternatively lean things out for flexdashboard mobile portrait
else if (window.FlexDashboard & & window.FlexDashboard.isMobilePhone())
options.dom = "< 'row'< 'col-sm-12'f>>" +
"< 'row'< 'col-sm-12'tr>>" +
"< 'row'< 'col-sm-12'p>>";
}
}
$.extend(true, options, data.options || {});
var searchCols = options.searchCols;
if (searchCols) {
searchCols = searchCols.map(function(x) {
return x === null ? '' : x.search;
});
// FIXME: this means I don't respect the escapeRegex setting
delete options.searchCols;
}
// server-side processing?
var server = options.serverSide === true;
// use the dataSrc function to pre-process JSON data returned from R
var DT_rows_all = [], DT_rows_current = [];
if (server & & HTMLWidgets.shinyMode & & typeof options.ajax === 'object' & &
/^session\/[\da-z]+\/dataobj/.test(options.ajax.url) & & !options.ajax.dataSrc) {
options.ajax.dataSrc = function(json) {
DT_rows_all = $.makeArray(json.DT_rows_all);
DT_rows_current = $.makeArray(json.DT_rows_current);
return json.data;
};
}
var thiz = this;
if (instance.fillContainer) $table.on('init.dt', function(e) {
thiz.fillAvailableHeight(el, $(el).innerHeight());
});
var table = $table.DataTable(options);
$el.data('datatable', table);
// Unregister previous Crosstalk event subscriptions, if they exist
if (instance.ctfilterSubscription) {
instance.ctfilterHandle.off("change", instance.ctfilterSubscription);
instance.ctfilterSubscription = null;
}
if (instance.ctselectSubscription) {
instance.ctselectHandle.off("change", instance.ctselectSubscription);
instance.ctselectSubscription = null;
}
if (!crosstalkOptions.group) {
$table[0].ctfilter = null;
$table[0].ctselect = null;
} else {
var key = crosstalkOptions.key;
function keysToMatches(keys) {
if (!keys) {
return null;
} else {
var selectedKeys = {};
for (var i = 0; i < keys.length ; i + + ) {
selectedKeys[keys[i]] = true;
}
var matches = {};
for (var j = 0; j < key.length ; j + + ) {
if (selectedKeys[key[j]])
matches[j] = true;
}
return matches;
}
}
function applyCrosstalkFilter(e) {
$table[0].ctfilter = keysToMatches(e.value);
table.draw();
}
instance.ctfilterSubscription = instance.ctfilterHandle.on("change", applyCrosstalkFilter);
applyCrosstalkFilter({value: instance.ctfilterHandle.filteredKeys});
function applyCrosstalkSelection(e) {
if (e.sender !== instance.ctselectHandle) {
table
.rows('.' + selClass, {search: 'applied'})
.nodes()
.to$()
.removeClass(selClass);
if (selectedRows)
changeInput('rows_selected', selectedRows(), void 0, true);
}
if (e.sender !== instance.ctselectHandle & & e.value & & e.value.length) {
$table[0].ctselect = keysToMatches(e.value);
table.draw();
} else {
if ($table[0].ctselect) {
$table[0].ctselect = null;
table.draw();
}
}
}
instance.ctselectSubscription = instance.ctselectHandle.on("change", applyCrosstalkSelection);
// TODO: This next line doesn't seem to work when renderDataTable is used
applyCrosstalkSelection({value: instance.ctselectHandle.value});
}
var inArray = function(val, array) {
return $.inArray(val, $.makeArray(array)) > -1;
};
// encode + to %2B when searching in the table on server side, because
// shiny::parseQueryString() treats + as spaces, and DataTables does not
// encode + to %2B (or % to %25) when sending the request
var encode_plus = function(x) {
return server ? x.replace(/%/g, '%25').replace(/\+/g, '%2B') : x;
};
// search the i-th column
var searchColumn = function(i, value) {
var regex = false, ci = true;
if (options.search) {
regex = options.search.regex,
ci = options.search.caseInsensitive !== false;
}
return table.column(i).search(encode_plus(value), regex, !regex, ci);
};
if (data.filter !== 'none') {
filterRow.each(function(i, td) {
var $td = $(td), type = $td.data('type'), filter;
var $input = $td.children('div').first().children('input');
$input.prop('disabled', !table.settings()[0].aoColumns[i].bSearchable || type === 'disabled');
$input.on('input blur', function() {
$input.next('span').toggle(Boolean($input.val()));
});
// Bootstrap sets pointer-events to none and we won't be able to click
// the clear button
$input.next('span').css('pointer-events', 'auto').hide().click(function() {
$(this).hide().prev('input').val('').trigger('input').focus();
});
var searchCol; // search string for this column
if (searchCols & & searchCols[i]) {
searchCol = searchCols[i];
$input.val(searchCol).trigger('input');
}
var $x = $td.children('div').last();
// remove the overflow: hidden attribute of the scrollHead
// (otherwise the scrolling table body obscures the filters)
var scrollHead = $(el).find('.dataTables_scrollHead,.dataTables_scrollFoot');
var cssOverflow = scrollHead.css('overflow');
if (cssOverflow === 'hidden') {
$x.on('show hide', function(e) {
scrollHead.css('overflow', e.type === 'show' ? '' : cssOverflow);
});
$x.css('z-index', 25);
}
if (inArray(type, ['factor', 'logical'])) {
$input.on({
click: function() {
$input.parent().hide(); $x.show().trigger('show'); filter[0].selectize.focus();
},
input: function() {
if ($input.val() === '') filter[0].selectize.setValue([]);
}
});
var $input2 = $x.children('select');
filter = $input2.selectize({
options: $input2.data('options').map(function(v, i) {
return ({text: v, value: v});
}),
plugins: ['remove_button'],
hideSelected: true,
onChange: function(value) {
if (value === null) value = []; // compatibility with jQuery 3.0
$input.val(value.length ? JSON.stringify(value) : '');
if (value.length) $input.trigger('input');
$input.attr('title', $input.val());
if (server) {
table.column(i).search(value.length ? encode_plus(JSON.stringify(value)) : '').draw();
return;
}
// turn off filter if nothing selected
$td.data('filter', value.length > 0);
table.draw(); // redraw table, and filters will be applied
}
});
if (searchCol) filter[0].selectize.setValue(JSON.parse(searchCol));
// an ugly hack to deal with shiny: for some reason, the onBlur event
// of selectize does not work in shiny
$x.find('div > div.selectize-input > input').on('blur', function() {
$x.hide().trigger('hide'); $input.parent().show(); $input.trigger('blur');
});
filter.next('div').css('margin-bottom', 'auto');
} else if (type === 'character') {
var fun = function() {
searchColumn(i, $input.val()).draw();
};
if (server) {
fun = $.fn.dataTable.util.throttle(fun, options.searchDelay);
}
$input.on('input', fun);
} else if (inArray(type, ['number', 'integer', 'date', 'time'])) {
var $x0 = $x;
$x = $x0.children('div').first();
$x0.css({
'background-color': '#fff',
'border': '1px #ddd solid',
'border-radius': '4px',
'padding': '20px 20px 10px 20px'
});
var $spans = $x0.children('span').css({
'margin-top': '10px',
'white-space': 'nowrap'
});
var $span1 = $spans.first(), $span2 = $spans.last();
var r1 = +$x.data('min'), r2 = +$x.data('max');
// when the numbers are too small or have many decimal places, the
// slider may have numeric precision problems (#150)
var scale = Math.pow(10, Math.max(0, +$x.data('scale') || 0));
r1 = Math.round(r1 * scale); r2 = Math.round(r2 * scale);
var scaleBack = function(x, scale) {
if (scale === 1) return x;
var d = Math.round(Math.log(scale) / Math.log(10));
// to avoid problems like 3.423/100 -> 0.034230000000000003
return (x / scale).toFixed(d);
};
$input.on({
focus: function() {
$x0.show().trigger('show');
// first, make sure the slider div leaves at least 20px between
// the two (slider value) span's
$x0.width(Math.max(160, $span1.outerWidth() + $span2.outerWidth() + 20));
// then, if the input is really wide, make the slider the same
// width as the input
if ($x0.outerWidth() < $input.outerWidth()) {
$x0.outerWidth($input.outerWidth());
}
// make sure the slider div does not reach beyond the right margin
if ($(window).width() < $x0.offset().left + $x0.width()) {
$x0.offset({
'left': $input.offset().left + $input.outerWidth() - $x0.outerWidth()
});
}
},
blur: function() {
$x0.hide().trigger('hide');
},
input: function() {
if ($input.val() === '') filter.val([r1, r2]);
},
change: function() {
var v = $input.val().replace(/\s/g, '');
if (v === '') return;
v = v.split('...');
if (v.length !== 2) {
$input.parent().addClass('has-error');
return;
}
if (v[0] === '') v[0] = r1;
if (v[1] === '') v[1] = r2;
$input.parent().removeClass('has-error');
// treat date as UTC time at midnight
var strTime = function(x) {
var s = type === 'date' ? 'T00:00:00Z' : '';
var t = new Date(x + s).getTime();
// add 10 minutes to date since it does not hurt the date, and
// it helps avoid the tricky floating point arithmetic problems,
// e.g. sometimes the date may be a few milliseconds earlier
// than the midnight due to precision problems in noUiSlider
return type === 'date' ? t + 3600000 : t;
};
if (inArray(type, ['date', 'time'])) {
v[0] = strTime(v[0]);
v[1] = strTime(v[1]);
}
if (v[0] != r1) v[0] *= scale;
if (v[1] != r2) v[1] *= scale;
filter.val(v);
}
});
var formatDate = function(d) {
d = scaleBack(d, scale);
if (type === 'number') return d;
if (type === 'integer') return parseInt(d);
var x = new Date(+d);
if (type === 'date') {
var pad0 = function(x) {
return ('0' + x).substr(-2, 2);
};
return x.getUTCFullYear() + '-' + pad0(1 + x.getUTCMonth())
+ '-' + pad0(x.getUTCDate());
} else {
return x.toISOString();
}
};
var opts = type === 'date' ? { step: 60 * 60 * 1000 } :
type === 'integer' ? { step: 1 } : {};
filter = $x.noUiSlider($.extend({
start: [r1, r2],
range: {min: r1, max: r2},
connect: true
}, opts));
if (scale > 1) (function() {
var t1 = r1, t2 = r2;
var val = filter.val();
while (val[0] > r1 || val[1] < r2 ) {
if (val[0] > r1) {
t1 -= val[0] - r1;
}
if (val[1] < r2 ) {
t2 += r2 - val[1];
}
filter = $x.noUiSlider($.extend({
start: [t1, t2],
range: {min: t1, max: t2},
connect: true
}, opts), true);
val = filter.val();
}
r1 = t1; r2 = t2;
})();
$span1.text(formatDate(r1)); $span2.text(formatDate(r2));
var updateSlider = function(e) {
var val = filter.val();
// turn off filter if in full range
$td.data('filter', val[0] > r1 || val[1] < r2 ) ;
var v1 = formatDate(val[0]), v2 = formatDate(val[1]), ival;
if ($td.data('filter')) {
ival = v1 + ' ... ' + v2;
$input.attr('title', ival).val(ival).trigger('input');
} else {
$input.attr('title', '').val('');
}
$span1.text(v1); $span2.text(v2);
if (e.type === 'slide') return; // no searching when sliding only
if (server) {
table.column(i).search($td.data('filter') ? ival : '').draw();
return;
}
table.draw();
};
filter.on({
set: updateSlider,
slide: updateSlider
});
}
// server-side processing will be handled by R (or whatever server
// language you use); the following code is only needed for client-side
// processing
if (server) {
// if a search string has been pre-set, search now
if (searchCol) searchColumn(i, searchCol).draw();
return;
}
var customFilter = function(settings, data, dataIndex) {
// there is no way to attach a search function to a specific table,
// and we need to make sure a global search function is not applied to
// all tables (i.e. a range filter in a previous table should not be
// applied to the current table); we use the settings object to
// determine if we want to perform searching on the current table,
// since settings.sTableId will be different to different tables
if (table.settings()[0] !== settings) return true;
// no filter on this column or no need to filter this column
if (typeof filter === 'undefined' || !$td.data('filter')) return true;
var r = filter.val(), v, r0, r1;
if (type === 'number' || type === 'integer') {
v = parseFloat(data[i]);
// how to handle NaN? currently exclude these rows
if (isNaN(v)) return(false);
r0 = parseFloat(scaleBack(r[0], scale))
r1 = parseFloat(scaleBack(r[1], scale));
if (v >= r0 & & v < = r1) return true;
} else if (type === 'date' || type === 'time') {
v = new Date(data[i]);
r0 = new Date(r[0] / scale); r1 = new Date(r[1] / scale);
if (v >= r0 & & v < = r1) return true;
} else if (type === 'factor') {
if (r.length === 0 || inArray(data[i], r)) return true;
} else if (type === 'logical') {
if (r.length === 0) return true;
if (inArray(data[i] === '' ? 'na' : data[i], r)) return true;
}
return false;
};
$.fn.dataTable.ext.search.push(customFilter);
// search for the preset search strings if it is non-empty
if (searchCol) {
if (inArray(type, ['factor', 'logical'])) {
filter[0].selectize.setValue(JSON.parse(searchCol));
} else if (type === 'character') {
$input.trigger('input');
} else if (inArray(type, ['number', 'integer', 'date', 'time'])) {
$input.trigger('change');
}
}
});
}
// highlight search keywords
var highlight = function() {
var body = $(table.table().body());
// removing the old highlighting first
body.unhighlight();
// don't highlight the "not found" row, so we get the rows using the api
if (table.rows({ filter: 'applied' }).data().length === 0) return;
// highlight gloal search keywords
body.highlight($.trim(table.search()).split(/\s+/));
// then highlight keywords from individual column filters
if (filterRow) filterRow.each(function(i, td) {
var $td = $(td), type = $td.data('type');
if (type !== 'character') return;
var $input = $td.children('div').first().children('input');
var column = table.column(i).nodes().to$(),
val = $.trim($input.val());
if (type !== 'character' || val === '') return;
column.highlight(val.split(/\s+/));
});
};
if (options.searchHighlight) {
table
.on('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth', highlight)
.on('destroy', function() {
// remove event handler
table.off('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth');
});
// initial highlight for state saved conditions and initial states
highlight();
}
// run the callback function on the table instance
if (typeof data.callback === 'function') data.callback(table);
// double click to edit the cell
if (data.editable) table.on('dblclick.dt', 'tbody td', function() {
var $input = $('< input type = "text" > ');
var $this = $(this), value = table.cell(this).data(), html = $this.html();
var changed = false;
$input.val(value);
$this.empty().append($input);
$input.css('width', '100%').focus().on('change', function() {
changed = true;
var valueNew = $input.val();
if (valueNew != value) {
table.cell($this).data(valueNew);
if (HTMLWidgets.shinyMode) changeInput('cell_edit', cellInfo($this));
// for server-side processing, users have to call replaceData() to update the table
if (!server) table.draw(false);
} else {
$this.html(html);
}
$input.remove();
}).on('blur', function() {
if (!changed) $input.trigger('change');
});
});
// interaction with shiny
if (!HTMLWidgets.shinyMode & & !crosstalkOptions.group) return;
var methods = {};
var shinyData = {};
methods.updateCaption = function(caption) {
if (!caption) return;
$table.children('caption').replaceWith(caption);
}
// register clear functions to remove input values when the table is removed
instance.clearInputs = {};
var changeInput = function(id, value, type, noCrosstalk) {
var event = id;
id = el.id + '_' + id;
if (type) id = id + ':' + type;
// do not update if the new value is the same as old value
if (shinyData.hasOwnProperty(id) & & shinyData[id] === JSON.stringify(value))
return;
shinyData[id] = JSON.stringify(value);
if (HTMLWidgets.shinyMode) {
Shiny.onInputChange(id, value);
if (!instance.clearInputs[id]) instance.clearInputs[id] = function() {
Shiny.onInputChange(id, null);
}
}
// HACK
if (event === "rows_selected" & & !noCrosstalk) {
if (crosstalkOptions.group) {
var keys = crosstalkOptions.key;
var selectedKeys = null;
if (value) {
selectedKeys = [];
for (var i = 0; i < value.length ; i + + ) {
// The value array's contents use 1-based row numbers, so we must
// convert to 0-based before indexing into the keys array.
selectedKeys.push(keys[value[i] - 1]);
}
}
instance.ctselectHandle.set(selectedKeys);
}
}
};
var addOne = function(x) {
return x.map(function(i) { return 1 + i; });
};
var unique = function(x) {
var ux = [];
$.each(x, function(i, el){
if ($.inArray(el, ux) === -1) ux.push(el);
});
return ux;
}
// change the row index of a cell
var tweakCellIndex = function(cell) {
var info = cell.index();
if (server) {
info.row = DT_rows_current[info.row];
} else {
info.row += 1;
}
return {row: info.row, col: info.column};
}
var selMode = data.selection.mode, selTarget = data.selection.target;
if (inArray(selMode, ['single', 'multiple'])) {
var selClass = data.style === 'bootstrap' ? 'active' : 'selected';
var selected = data.selection.selected, selected1, selected2;
// selected1: row indices; selected2: column indices
if (selected === null) {
selected1 = selected2 = [];
} else if (selTarget === 'row') {
selected1 = $.makeArray(selected);
} else if (selTarget === 'column') {
selected2 = $.makeArray(selected);
} else if (selTarget === 'row+column') {
selected1 = $.makeArray(selected.rows);
selected2 = $.makeArray(selected.cols);
}
// After users reorder the rows or filter the table, we cannot use the table index
// directly. Instead, we need this function to find out the rows between the two clicks.
// If user filter the table again between the start click and the end click, the behavior
// would be undefined, but it should not be a problem.
var shiftSelRowsIndex = function(start, end) {
var indexes = server ? DT_rows_all : table.rows({ search: 'applied' }).indexes().toArray();
start = indexes.indexOf(start); end = indexes.indexOf(end);
// if start is larger than end, we need to swap
if (start > end) {
var tmp = end; end = start; start = tmp;
}
return indexes.slice(start, end + 1);
}
var serverRowIndex = function(clientRowIndex) {
return server ? DT_rows_current[clientRowIndex] : clientRowIndex + 1;
}
// row, column, or cell selection
var lastClickedRow;
if (inArray(selTarget, ['row', 'row+column'])) {
var selectedRows = function() {
var rows = table.rows('.' + selClass);
var idx = rows.indexes().toArray();
if (!server) return addOne(idx);
idx = idx.map(function(i) {
return DT_rows_current[i];
});
selected1 = selMode === 'multiple' ? unique(selected1.concat(idx)) : idx;
return selected1;
}
table.on('mousedown.dt', 'tbody tr', function(e) {
var $this = $(this), thisRow = table.row(this);
if (selMode === 'multiple') {
if (e.shiftKey & & lastClickedRow !== undefined) {
// select or de-select depends on the last clicked row's status
var flagSel = !$this.hasClass(selClass);
var crtClickedRow = serverRowIndex(thisRow.index());
if (server) {
var rowsIndex = shiftSelRowsIndex(lastClickedRow, crtClickedRow);
// update current page's selClass
rowsIndex.map(function(i) {
var rowIndex = DT_rows_current.indexOf(i);
if (rowIndex >= 0) {
var row = table.row(rowIndex).nodes().to$();
var flagRowSel = !row.hasClass(selClass);
if (flagSel === flagRowSel) row.toggleClass(selClass);
}
});
// update selected1
if (flagSel) {
selected1 = unique(selected1.concat(rowsIndex));
} else {
selected1 = selected1.filter(function(index) {
return !inArray(index, rowsIndex);
});
}
} else {
// js starts from 0
shiftSelRowsIndex(lastClickedRow - 1, crtClickedRow - 1).map(function(value) {
var row = table.row(value).nodes().to$();
var flagRowSel = !row.hasClass(selClass);
if (flagSel === flagRowSel) row.toggleClass(selClass);
});
}
e.preventDefault();
} else {
$this.toggleClass(selClass);
}
} else {
if ($this.hasClass(selClass)) {
$this.removeClass(selClass);
} else {
table.$('tr.' + selClass).removeClass(selClass);
$this.addClass(selClass);
}
}
if (server & & !$this.hasClass(selClass)) {
var id = DT_rows_current[thisRow.index()];
// remove id from selected1 since its class .selected has been removed
if (inArray(id, selected1)) selected1.splice($.inArray(id, selected1), 1);
}
changeInput('rows_selected', selectedRows());
changeInput('row_last_clicked', serverRowIndex(thisRow.index()));
lastClickedRow = serverRowIndex(thisRow.index());
});
changeInput('rows_selected', selected1);
var selectRows = function() {
table.$('tr.' + selClass).removeClass(selClass);
if (selected1.length === 0) return;
if (server) {
table.rows({page: 'current'}).every(function() {
if (inArray(DT_rows_current[this.index()], selected1)) {
$(this.node()).addClass(selClass);
}
});
} else {
var selected0 = selected1.map(function(i) { return i - 1; });
$(table.rows(selected0).nodes()).addClass(selClass);
}
}
selectRows(); // in case users have specified pre-selected rows
// restore selected rows after the table is redrawn (e.g. sort/search/page);
// client-side tables will preserve the selections automatically; for
// server-side tables, we have to *real* row indices are in `selected1`
if (server) table.on('draw.dt', selectRows);
methods.selectRows = function(selected) {
selected1 = selected ? selected : [];
selectRows();
changeInput('rows_selected', selected1);
}
}
if (inArray(selTarget, ['column', 'row+column'])) {
if (selTarget === 'row+column') {
$(table.columns().footer()).css('cursor', 'pointer');
}
table.on('click.dt', selTarget === 'column' ? 'tbody td' : 'tfoot tr th', function() {
var colIdx = selTarget === 'column' ? table.cell(this).index().column :
$.inArray(this, table.columns().footer()),
thisCol = $(table.column(colIdx).nodes());
if (colIdx === -1) return;
if (thisCol.hasClass(selClass)) {
thisCol.removeClass(selClass);
selected2.splice($.inArray(colIdx, selected2), 1);
} else {
if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
thisCol.addClass(selClass);
selected2 = selMode === 'single' ? [colIdx] : unique(selected2.concat([colIdx]));
}
changeInput('columns_selected', selected2);
});
changeInput('columns_selected', selected2);
var selectCols = function() {
table.columns().nodes().flatten().to$().removeClass(selClass);
if (selected2.length > 0)
table.columns(selected2).nodes().flatten().to$().addClass(selClass);
}
selectCols(); // in case users have specified pre-selected columns
if (server) table.on('draw.dt', selectCols);
methods.selectColumns = function(selected) {
selected2 = selected ? selected : [];
selectCols();
changeInput('columns_selected', selected2);
}
}
if (selTarget === 'cell') {
var selected3;
if (selected === null) {
selected3 = [];
} else {
selected3 = selected;
}
var findIndex = function(ij) {
for (var i = 0; i < selected3.length ; i + + ) {
if (ij[0] === selected3[i][0] & & ij[1] === selected3[i][1]) return i;
}
return -1;
}
table.on('click.dt', 'tbody td', function() {
var $this = $(this), info = tweakCellIndex(table.cell(this));
if ($this.hasClass(selClass)) {
$this.removeClass(selClass);
selected3.splice(findIndex([info.row, info.col]), 1);
} else {
if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
$this.addClass(selClass);
selected3 = selMode === 'single' ? [[info.row, info.col]] :
unique(selected3.concat([[info.row, info.col]]));
}
changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
});
changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
var selectCells = function() {
table.$('td.' + selClass).removeClass(selClass);
if (selected3.length === 0) return;
if (server) {
table.cells({page: 'current'}).every(function() {
var info = tweakCellIndex(this);
if (findIndex([info.row, info.col], selected3) > -1)
$(this.node()).addClass(selClass);
});
} else {
selected3.map(function(ij) {
$(table.cell(ij[0] - 1, ij[1]).node()).addClass(selClass);
});
}
};
selectCells(); // in case users have specified pre-selected columns
if (server) table.on('draw.dt', selectCells);
methods.selectCells = function(selected) {
selected3 = selected ? selected : [];
selectCells();
changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
}
}
}
// expose some table info to Shiny
var updateTableInfo = function(e, settings) {
// TODO: is anyone interested in the page info?
// changeInput('page_info', table.page.info());
var updateRowInfo = function(id, modifier) {
var idx;
if (server) {
idx = modifier.page === 'current' ? DT_rows_current : DT_rows_all;
} else {
var rows = table.rows($.extend({
search: 'applied',
page: 'all'
}, modifier));
idx = addOne(rows.indexes().toArray());
}
changeInput('rows' + '_' + id, idx);
};
updateRowInfo('current', {page: 'current'});
updateRowInfo('all', {});
}
table.on('draw.dt', updateTableInfo);
updateTableInfo();
// state info
table.on('draw.dt column-visibility.dt', function() {
changeInput('state', table.state());
});
changeInput('state', table.state());
// search info
var updateSearchInfo = function() {
changeInput('search', table.search());
if (filterRow) changeInput('search_columns', filterRow.toArray().map(function(td) {
return $(td).find('input').first().val();
}));
}
table.on('draw.dt', updateSearchInfo);
updateSearchInfo();
var cellInfo = function(thiz) {
var info = tweakCellIndex(table.cell(thiz));
info.value = table.cell(thiz).data();
return info;
}
// the current cell clicked on
table.on('click.dt', 'tbody td', function() {
changeInput('cell_clicked', cellInfo(this));
})
changeInput('cell_clicked', {});
// do not trigger table selection when clicking on links unless they have classes
table.on('click.dt', 'tbody td a', function(e) {
if (this.className === '') e.stopPropagation();
});
methods.addRow = function(data, rowname) {
var data0 = table.row(0).data(), n = data0.length, d = n - data.length;
if (d === 1) {
data = rowname.concat(data)
} else if (d !== 0) {
console.log(data);
console.log(data0);
throw 'New data must be of the same length as current data (' + n + ')';
};
table.row.add(data).draw();
}
methods.updateSearch = function(keywords) {
if (keywords.global !== null)
$(table.table().container()).find('input[type=search]').first()
.val(keywords.global).trigger('input');
var columns = keywords.columns;
if (!filterRow || columns === null) return;
filterRow.toArray().map(function(td, i) {
var v = typeof columns === 'string' ? columns : columns[i];
if (typeof v === 'undefined') {
console.log('The search keyword for column ' + i + ' is undefined')
return;
}
$(td).find('input').first().val(v);
searchColumn(i, v);
});
table.draw();
}
methods.selectPage = function(page) {
if (table.page.info().pages < page | | page < 1 ) {
throw 'Selected page is out of range';
};
table.page(page - 1).draw(false);
}
methods.reloadData = function(resetPaging, clearSelection) {
// empty selections first if necessary
if (methods.selectRows & & inArray('row', clearSelection)) methods.selectRows([]);
if (methods.selectColumns & & inArray('column', clearSelection)) methods.selectColumns([]);
if (methods.selectCells & & inArray('cell', clearSelection)) methods.selectCells([]);
table.ajax.reload(null, resetPaging);
}
table.shinyMethods = methods;
},
resize: function(el, width, height, instance) {
if (instance.data) this.renderValue(el, instance.data, instance);
// dynamically adjust height if fillContainer = TRUE
if (instance.fillContainer)
this.fillAvailableHeight(el, height);
this.adjustWidth(el);
},
// dynamically set the scroll body to fill available height
// (used with fillContainer = TRUE)
fillAvailableHeight: function(el, availableHeight) {
// see how much of the table is occupied by header/footer elements
// and use that to compute a target scroll body height
var dtWrapper = $(el).find('div.dataTables_wrapper');
var dtScrollBody = $(el).find($('div.dataTables_scrollBody'));
var framingHeight = dtWrapper.innerHeight() - dtScrollBody.innerHeight();
var scrollBodyHeight = availableHeight - framingHeight;
// set the height
dtScrollBody.height(scrollBodyHeight + 'px');
},
// adjust the width of columns; remove the hard-coded widths on table and the
// scroll header when scrollX/Y are enabled
adjustWidth: function(el) {
var $el = $(el), table = $el.data('datatable');
if (table) table.columns.adjust();
$el.find('.dataTables_scrollHeadInner').css('width', '')
.children('table').css('margin-left', '');
}
});
if (!HTMLWidgets.shinyMode) return;
Shiny.addCustomMessageHandler('datatable-calls', function(data) {
var id = data.id;
var el = document.getElementById(id);
var table = el ? $(el).data('datatable') : null;
if (!table) {
console.log("Couldn't find table with id " + id);
return;
}
var methods = table.shinyMethods, call = data.call;
if (methods[call.method]) {
methods[call.method].apply(table, call.args);
} else {
console.log("Unknown method " + call.method);
}
});
})();
< / script >
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{nTr:null,anCells:null,_aData:[],_aSortData:null,_aFilterData:null,_sFilterRow:null,_sRowStripe:"",src:null,idx:-1};m.models.oColumn={idx:null,aDataSort:null,asSorting:null,bSearchable:null,bSortable:null,bVisible:null,_sManualType:null,_bAttrSrc:!1,fnCreatedCell:null,fnGetData:null,fnSetData:null,mData:null,mRender:null,nTh:null,nTf:null,sClass:null,sContentPadding:null,sDefaultContent:null,sName:null,sSortDataType:"std",sSortingClass:null,sSortingClassJUI:null,sTitle:null,sType:null,sWidth:null,
sWidthOrig:null};m.defaults={aaData:null,aaSorting:[[0,"asc"]],aaSortingFixed:[],ajax:null,aLengthMenu:[10,25,50,100],aoColumns:null,aoColumnDefs:null,aoSearchCols:[],asStripeClasses:null,bAutoWidth:!0,bDeferRender:!1,bDestroy:!1,bFilter:!0,bInfo:!0,bLengthChange:!0,bPaginate:!0,bProcessing:!1,bRetrieve:!1,bScrollCollapse:!1,bServerSide:!1,bSort:!0,bSortMulti:!0,bSortCellsTop:!1,bSortClasses:!0,bStateSave:!1,fnCreatedRow:null,fnDrawCallback:null,fnFooterCallback:null,fnFormatNumber:function(a){return a.toString().replace(/\B(?=(\d{3})+(?!\d))/g,
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X(m.defaults);m.defaults.column={aDataSort:null,iDataSort:-1,asSorting:["asc","desc"],bSearchable:!0,bSortable:!0,bVisible:!0,fnCreatedCell:null,mData:null,mRender:null,sCellType:"td",sClass:"",sContentPadding:"",sDefaultContent:null,sName:"",sSortDataType:"std",sTitle:null,sType:null,sWidth:null};X(m.defaults.column);m.models.oSettings={oFeatures:{bAutoWidth:null,bDeferRender:null,bFilter:null,bInfo:null,bLengthChange:null,bPaginate:null,bProcessing:null,bServerSide:null,bSort:null,bSortMulti:null,
bSortClasses:null,bStateSave:null},oScroll:{bCollapse:null,iBarWidth:0,sX:null,sXInner:null,sY:null},oLanguage:{fnInfoCallback:null},oBrowser:{bScrollOversize:!1,bScrollbarLeft:!1,bBounding:!1,barWidth:0},ajax:null,aanFeatures:[],aoData:[],aiDisplay:[],aiDisplayMaster:[],aIds:{},aoColumns:[],aoHeader:[],aoFooter:[],oPreviousSearch:{},aoPreSearchCols:[],aaSorting:null,aaSortingFixed:[],asStripeClasses:null,asDestroyStripes:[],sDestroyWidth:0,aoRowCallback:[],aoHeaderCallback:[],aoFooterCallback:[],
aoDrawCallback:[],aoRowCreatedCallback:[],aoPreDrawCallback:[],aoInitComplete:[],aoStateSaveParams:[],aoStateLoadParams:[],aoStateLoaded:[],sTableId:"",nTable:null,nTHead:null,nTFoot:null,nTBody:null,nTableWrapper:null,bDeferLoading:!1,bInitialised:!1,aoOpenRows:[],sDom:null,searchDelay:null,sPaginationType:"two_button",iStateDuration:0,aoStateSave:[],aoStateLoad:[],oSavedState:null,oLoadedState:null,sAjaxSource:null,sAjaxDataProp:null,bAjaxDataGet:!0,jqXHR:null,json:k,oAjaxData:k,fnServerData:null,
aoServerParams:[],sServerMethod:null,fnFormatNumber:null,aLengthMenu:null,iDraw:0,bDrawing:!1,iDrawError:-1,_iDisplayLength:10,_iDisplayStart:0,_iRecordsTotal:0,_iRecordsDisplay:0,oClasses:{},bFiltered:!1,bSorted:!1,bSortCellsTop:null,oInit:null,aoDestroyCallback:[],fnRecordsTotal:function(){return"ssp"==y(this)?1*this._iRecordsTotal:this.aiDisplayMaster.length},fnRecordsDisplay:function(){return"ssp"==y(this)?1*this._iRecordsDisplay:this.aiDisplay.length},fnDisplayEnd:function(){var a=this._iDisplayLength,
b=this._iDisplayStart,c=b+a,d=this.aiDisplay.length,e=this.oFeatures,f=e.bPaginate;return e.bServerSide?!1===f||-1===a?b+d:Math.min(b+a,this._iRecordsDisplay):!f||c>d||-1===a?d:c},oInstance:null,sInstance:null,iTabIndex:0,nScrollHead:null,nScrollFoot:null,aLastSort:[],oPlugins:{},rowIdFn:null,rowId:null};m.ext=x={buttons:{},classes:{},builder:"-source-",errMode:"alert",feature:[],search:[],selector:{cell:[],column:[],row:[]},internal:{},legacy:{ajax:null},pager:{},renderer:{pageButton:{},header:{}},
order:{},type:{detect:[],search:{},order:{}},_unique:0,fnVersionCheck:m.fnVersionCheck,iApiIndex:0,oJUIClasses:{},sVersion:m.version};h.extend(x,{afnFiltering:x.search,aTypes:x.type.detect,ofnSearch:x.type.search,oSort:x.type.order,afnSortData:x.order,aoFeatures:x.feature,oApi:x.internal,oStdClasses:x.classes,oPagination:x.pager});h.extend(m.ext.classes,{sTable:"dataTable",sNoFooter:"no-footer",sPageButton:"paginate_button",sPageButtonActive:"current",sPageButtonDisabled:"disabled",sStripeOdd:"odd",
sStripeEven:"even",sRowEmpty:"dataTables_empty",sWrapper:"dataTables_wrapper",sFilter:"dataTables_filter",sInfo:"dataTables_info",sPaging:"dataTables_paginate paging_",sLength:"dataTables_length",sProcessing:"dataTables_processing",sSortAsc:"sorting_asc",sSortDesc:"sorting_desc",sSortable:"sorting",sSortableAsc:"sorting_asc_disabled",sSortableDesc:"sorting_desc_disabled",sSortableNone:"sorting_disabled",sSortColumn:"sorting_",sFilterInput:"",sLengthSelect:"",sScrollWrapper:"dataTables_scroll",sScrollHead:"dataTables_scrollHead",
sScrollHeadInner:"dataTables_scrollHeadInner",sScrollBody:"dataTables_scrollBody",sScrollFoot:"dataTables_scrollFoot",sScrollFootInner:"dataTables_scrollFootInner",sHeaderTH:"",sFooterTH:"",sSortJUIAsc:"",sSortJUIDesc:"",sSortJUI:"",sSortJUIAscAllowed:"",sSortJUIDescAllowed:"",sSortJUIWrapper:"",sSortIcon:"",sJUIHeader:"",sJUIFooter:""});var Kb=m.ext.pager;h.extend(Kb,{simple:function(){return["previous","next"]},full:function(){return["first","previous","next","last"]},numbers:function(a,b){return[ha(a,
b)]},simple_numbers:function(a,b){return["previous",ha(a,b),"next"]},full_numbers:function(a,b){return["first","previous",ha(a,b),"next","last"]},first_last_numbers:function(a,b){return["first",ha(a,b),"last"]},_numbers:ha,numbers_length:7});h.extend(!0,m.ext.renderer,{pageButton:{_:function(a,b,c,d,e,f){var g=a.oClasses,j=a.oLanguage.oPaginate,i=a.oLanguage.oAria.paginate||{},n,l,m=0,o=function(b,d){var k,s,u,r,v=function(b){Sa(a,b.data.action,true)};k=0;for(s=d.length;k< s ; k + + ) { r = d[k];if(h.isArray(r)){u=
h("< "+(r.DT_el||"div")+"/>").appendTo(b);o(u,r)}else{n=null;l="";switch(r){case "ellipsis":b.append('< span class = "ellipsis" > … < / span > ');break;case "first":n=j.sFirst;l=r+(e>0?"":" "+g.sPageButtonDisabled);break;case "previous":n=j.sPrevious;l=r+(e>0?"":" "+g.sPageButtonDisabled);break;case "next":n=j.sNext;l=r+(e< f-1 ? " " : " " + g . sPageButtonDisabled ) ; break ; case " last " :n = j.sLast;l=r+(e<f-1?"":" " + g . sPageButtonDisabled ) ; break ; default:n = r+1;l=e===r?g.sPageButtonActive:""}if(n!==null){u=h("<a > ",{"class":g.sPageButton+
" "+l,"aria-controls":a.sTableId,"aria-label":i[r],"data-dt-idx":m,tabindex:a.iTabIndex,id:c===0& & typeof r==="string"?a.sTableId+"_"+r:null}).html(n).appendTo(b);Va(u,{action:r},v);m++}}}},s;try{s=h(b).find(G.activeElement).data("dt-idx")}catch(u){}o(h(b).empty(),d);s!==k&&h(b).find("[data-dt-idx="+s+"]").focus()}}}); h.extend(m.ext.type.detect,[function(a,b){var c=b.oLanguage.sDecimal;return Ya(a,c)?"num"+c:null},function(a){if(a& & !(a instanceof Date)& & !Zb.test(a))return null;var b=Date.parse(a);
return null!==b& & !isNaN(b)||L(a)?"date":null},function(a,b){var c=b.oLanguage.sDecimal;return Ya(a,c,!0)?"num-fmt"+c:null},function(a,b){var c=b.oLanguage.sDecimal;return Pb(a,c)?"html-num"+c:null},function(a,b){var c=b.oLanguage.sDecimal;return Pb(a,c,!0)?"html-num-fmt"+c:null},function(a){return L(a)||"string"===typeof a&&-1!==a.indexOf("<")?"html":null}]); h.extend(m.ext.type.search,{html:function(a){return L(a)?a:"string"===typeof a?a.replace(Mb," ").replace(Aa,""):""},string:function(a){return L(a)?
a:"string"===typeof a?a.replace(Mb," "):a}});var za=function(a,b,c,d){if(0!==a&&(!a||"-"===a))return-Infinity; b&&(a=Ob(a,b)); a.replace&&(c&&(a=a.replace(c,"")),d&&(a=a.replace(d,""))); return 1*a};h.extend(x.type.order,{"date-pre":function(a){return Date.parse(a)||-Infinity},"html-pre":function(a){return L(a)?"":a.replace?a.replace(/< . * ? > /g,"").toLowerCase():a+""},"string-pre":function(a){return L(a)?"":"string"===typeof a?a.toLowerCase():!a.toString?"":a.toString()},"string-asc":function(a,b){return a<
b?-1:a>b?1:0},"string-desc":function(a,b){return a< b ? 1:a > b?-1:0}});cb("");h.extend(!0,m.ext.renderer,{header:{_:function(a,b,c,d){h(a.nTable).on("order.dt.DT",function(e,f,g,h){if(a===f){e=c.idx;b.removeClass(c.sSortingClass+" "+d.sSortAsc+" "+d.sSortDesc).addClass(h[e]=="asc"?d.sSortAsc:h[e]=="desc"?d.sSortDesc:c.sSortingClass)}})},jqueryui:function(a,b,c,d){h("< div / > ").addClass(d.sSortJUIWrapper).append(b.contents()).append(h("< span / > ").addClass(d.sSortIcon+" "+c.sSortingClassJUI)).appendTo(b);
h(a.nTable).on("order.dt.DT",function(e,f,g,h){if(a===f){e=c.idx;b.removeClass(d.sSortAsc+" "+d.sSortDesc).addClass(h[e]=="asc"?d.sSortAsc:h[e]=="desc"?d.sSortDesc:c.sSortingClass);b.find("span."+d.sSortIcon).removeClass(d.sSortJUIAsc+" "+d.sSortJUIDesc+" "+d.sSortJUI+" "+d.sSortJUIAscAllowed+" "+d.sSortJUIDescAllowed).addClass(h[e]=="asc"?d.sSortJUIAsc:h[e]=="desc"?d.sSortJUIDesc:c.sSortingClassJUI)}})}}});var Vb=function(a){return"string"===typeof a?a.replace(/< /g,"< ").replace(/>/g,"> ").replace(/"/g,
"" "):a};m.render={number:function(a,b,c,d,e){return{display:function(f){if("number"!==typeof f& & "string"!==typeof f)return f;var g=0>f?"-":"",h=parseFloat(f);if(isNaN(h))return Vb(f);h=h.toFixed(c);f=Math.abs(h);h=parseInt(f,10);f=c?b+(f-h).toFixed(c).substring(2):"";return g+(d||"")+h.toString().replace(/\B(?=(\d{3})+(?!\d))/g,a)+f+(e||"")}}},text:function(){return{display:Vb}}};h.extend(m.ext.internal,{_fnExternApiFunc:Lb,_fnBuildAjax:sa,_fnAjaxUpdate:kb,_fnAjaxParameters:tb,_fnAjaxUpdateDraw:ub,
_fnAjaxDataSrc:ta,_fnAddColumn:Da,_fnColumnOptions:ja,_fnAdjustColumnSizing:Y,_fnVisibleToColumnIndex:Z,_fnColumnIndexToVisible:$,_fnVisbleColumns:aa,_fnGetColumns:la,_fnColumnTypes:Fa,_fnApplyColumnDefs:hb,_fnHungarianMap:X,_fnCamelToHungarian:I,_fnLanguageCompat:Ca,_fnBrowserDetect:fb,_fnAddData:M,_fnAddTr:ma,_fnNodeToDataIndex:function(a,b){return b._DT_RowIndex!==k?b._DT_RowIndex:null},_fnNodeToColumnIndex:function(a,b,c){return h.inArray(c,a.aoData[b].anCells)},_fnGetCellData:B,_fnSetCellData:ib,
_fnSplitObjNotation:Ia,_fnGetObjectDataFn:Q,_fnSetObjectDataFn:R,_fnGetDataMaster:Ja,_fnClearTable:na,_fnDeleteIndex:oa,_fnInvalidate:ca,_fnGetRowElements:Ha,_fnCreateTr:Ga,_fnBuildHead:jb,_fnDrawHead:ea,_fnDraw:N,_fnReDraw:S,_fnAddOptionsHtml:mb,_fnDetectHeader:da,_fnGetUniqueThs:ra,_fnFeatureHtmlFilter:ob,_fnFilterComplete:fa,_fnFilterCustom:xb,_fnFilterColumn:wb,_fnFilter:vb,_fnFilterCreateSearch:Oa,_fnEscapeRegex:Pa,_fnFilterData:yb,_fnFeatureHtmlInfo:rb,_fnUpdateInfo:Bb,_fnInfoMacros:Cb,_fnInitialise:ga,
_fnInitComplete:ua,_fnLengthChange:Qa,_fnFeatureHtmlLength:nb,_fnFeatureHtmlPaginate:sb,_fnPageChange:Sa,_fnFeatureHtmlProcessing:pb,_fnProcessingDisplay:C,_fnFeatureHtmlTable:qb,_fnScrollDraw:ka,_fnApplyToChildren:H,_fnCalculateColumnWidths:Ea,_fnThrottle:Na,_fnConvertToWidth:Db,_fnGetWidestNode:Eb,_fnGetMaxLenString:Fb,_fnStringToCss:v,_fnSortFlatten:V,_fnSort:lb,_fnSortAria:Hb,_fnSortListener:Ua,_fnSortAttachListener:La,_fnSortingClasses:wa,_fnSortData:Gb,_fnSaveState:xa,_fnLoadState:Ib,_fnSettingsFromNode:ya,
_fnLog:J,_fnMap:F,_fnBindAction:Va,_fnCallbackReg:z,_fnCallbackFire:r,_fnLengthOverflow:Ra,_fnRenderer:Ma,_fnDataSource:y,_fnRowAttributes:Ka,_fnCalculateEnd:function(){}});h.fn.dataTable=m;m.$=h;h.fn.dataTableSettings=m.settings;h.fn.dataTableExt=m.ext;h.fn.DataTable=function(a){return h(this).dataTable(a).api()};h.each(m,function(a,b){h.fn.DataTable[a]=b});return h.fn.dataTable});
< / script >
< style type = "text/css" >
.container-fluid.crosstalk-bscols {
margin-left: -30px;
margin-right: -30px;
white-space: normal;
}
body > .container-fluid.crosstalk-bscols {
margin-left: auto;
margin-right: auto;
}
.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column {
display: inline-block;
padding-right: 12px;
vertical-align: top;
}
@media only screen and (max-width:480px) {
.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column {
display: block;
padding-right: inherit;
}
}
< / style >
< script > ! f u n c t i o n a ( b , c , d ) { f u n c t i o n e ( g , h ) { i f ( ! c [ g ] ) { i f ( ! b [ g ] ) { v a r i = " f u n c t i o n " = = t y p e o f r e q u i r e & & r e q u i r e ; i f ( ! h & & i ) r e t u r n i ( g , ! 0 ) ; i f ( f ) r e t u r n f ( g , ! 0 ) ; v a r j = n e w E r r o r ( " C a n n o t f i n d m o d u l e ' " + g + " ' " ) ; t h r o w j . c o d e = " M O D U L E _ N O T _ F O U N D " , j } v a r k = c [ g ] = { e x p o r t s : { } } ; b [ g ] [ 0 ] . c a l l ( k . e x p o r t s , f u n c t i o n ( a ) { v a r c = b [ g ] [ 1 ] [ a ] ; r e t u r n e ( c ? c : a ) } , k , k . e x p o r t s , a , b , c , d ) } r e t u r n c [ g ] . e x p o r t s } f o r ( v a r f = " f u n c t i o n " = = t y p e o f r e q u i r e & & r e q u i r e , g = 0 ; g < d . l e n g t h ; g + + ) e ( d [ g ] ) ; r e t u r n e } ( { 1 : [ f u n c t i o n ( a , b , c ) { " u s e s t r i c t " ; f u n c t i o n d ( a , b ) { i f ( ! ( a i n s t a n c e o f b ) ) t h r o w n e w T y p e E r r o r ( " C a n n o t c a l l a c l a s s a s a f u n c t i o n " ) } O b j e c t . d e f i n e P r o p e r t y ( c , " _ _ e s M o d u l e " , { v a l u e : ! 0 } ) ; v a r e = f u n c t i o n ( ) { f u n c t i o n a ( a , b ) { f o r ( v a r c = 0 ; c < b . l e n g t h ; c + + ) { v a r d = b [ c ] ; d . e n u m e r a b l e = d . e n u m e r a b l e | | ! 1 , d . c o n f i g u r a b l e = ! 0 , " v a l u e " i n d & & ( d . w r i t a b l e = ! 0 ) , O b j e c t . d e f i n e P r o p e r t y ( a , d . k e y , d ) } } r e t u r n f u n c t i o n ( b , c , d ) { r e t u r n c & & a ( b . p r o t o t y p e , c ) , d & & a ( b , d ) , b } } ( ) , f = f u n c t i o n ( ) { f u n c t i o n a ( ) { d ( t h i s , a ) , t h i s . _ t y p e s = { } , t h i s . _ s e q = 0 } r e t u r n e ( a , [ { k e y : " o n " , v a l u e : f u n c t i o n ( a , b ) { v a r c = t h i s . _ t y p e s [ a ] ; c | | ( c = t h i s . _ t y p e s [ a ] = { } ) ; v a r d = " s u b " + t h i s . _ s e q + + ; r e t u r n c [ d ] = b , d } } , { k e y : " o f f " , v a l u e : f u n c t i o n ( a , b ) { v a r c = t h i s . _ t y p e s [ a ] ; i f ( " f u n c t i o n " = = t y p e o f b ) { f o r ( v a r d i n c ) i f ( c . h a s O w n P r o p e r t y ( d ) & & c [ d ] = = = b ) r e t u r n d e l e t e c [ d ] , d ; r e t u r n ! 1 } i f ( " s t r i n g " = = t y p e o f b ) r e t u r n ! ( ! c | | ! c [ b ] ) & & ( d e l e t e c [ b ] , b ) ; t h r o w n e w E r r o r ( " U n e x p e c t e d t y p e f o r l i s t e n e r " ) } } , { k e y : " t r i g g e r " , v a l u e : f u n c t i o n ( a , b , c ) { v a r d = t h i s . _ t y p e s [ a ] ; f o r ( v a r e i n d ) d . h a s O w n P r o p e r t y ( e ) & & d [ e ] . c a l l ( c , b ) } } ] ) , a } ( ) ; c . d e f a u l t = f } , { } ] , 2 : [ f u n c t i o n ( a , b , c ) { " u s e s t r i c t " ; f u n c t i o n d ( a ) { i f ( a & & a . _ _ e s M o d u l e ) r e t u r n a ; v a r b = { } ; i f ( n u l l ! = a ) f o r ( v a r c i n a ) O b j e c t . p r o t o t y p e . h a s O w n P r o p e r t y . c a l l ( a , c ) & & ( b [ c ] = a [ c ] ) ; r e t u r n b . d e f a u l t = a , b } f u n c t i o n e ( a ) { r e t u r n a & & a . _ _ e s M o d u l e ? a : { d e f a u l t : a } } f u n c t i o n f ( a , b ) { i f ( ! ( a i n s t a n c e o f b ) ) t h r o w n e w T y p e E r r o r ( " C a n n o t c a l l a c l a s s a s a f u n c t i o n " ) } f u n c t i o n g ( a ) { v a r b = a . v a r ( " f i l t e r s e t " ) , c = b . g e t ( ) ; r e t u r n c | | ( c = n e w m . d e f a u l t , b . s e t ( c ) ) , c } f u n c t i o n h ( ) { r e t u r n r + + } O b j e c t . d e f i n e P r o p e r t y ( c , " _ _ e s M o d u l e " , { v a l u e : ! 0 } ) , c . F i l t e r H a n d l e = v o i d 0 ; v a r i = f u n c t i o n ( ) { f u n c t i o n a ( a , b ) { f o r ( v a r c = 0 ; c < b . l e n g t h ; c + + ) { v a r d = b [ c ] ; d . e n u m e r a b l e = d . e n u m e r a b l e | | ! 1 , d . c o n f i g u r a b l e = ! 0 , " v a l u e " i n d & & ( d . w r i t a b l e = ! 0 ) , O b j e c t . d e f i n e P r o p e r t y ( a , d . k e y , d ) } } r e t u r n f u n c t i o n ( b , c , d ) { r e t u r n c & & a ( b . p r o t o t y p e , c ) , d & & a ( b , d ) , b } } ( ) , j = a ( " . / e v e n t s " ) , k = e ( j ) , l = a ( " . / f i l t e r s e t " ) , m = e ( l ) , n = a ( " . / g r o u p " ) , o = e ( n ) , p = a ( " . / u t i l " ) , q = d ( p ) , r = 1 ; c . F i l t e r H a n d l e = f u n c t i o n ( ) { f u n c t i o n a ( b , c ) { f ( t h i s , a ) , t h i s . _ e v e n t R e l a y = n e w k . d e f a u l t , t h i s . _ e m i t t e r = n e w q . S u b s c r i p t i o n T r a c k e r ( t h i s . _ e v e n t R e l a y ) , t h i s . _ g r o u p = n u l l , t h i s . _ f i l t e r S e t = n u l l , t h i s . _ f i l t e r V a r = n u l l , t h i s . _ v a r O n C h a n g e S u b = n u l l , t h i s . _ e x t r a I n f o = q . e x t e n d ( { s e n d e r : t h i s } , c ) , t h i s . _ i d = " f i l t e r " + h ( ) , t h i s . s e t G r o u p ( b ) } r e t u r n i ( a , [ { k e y : " s e t G r o u p " , v a l u e : f u n c t i o n ( a ) { v a r b = t h i s ; i f ( t h i s . _ g r o u p ! = = a & & ( t h i s . _ g r o u p | | a ) & & ( t h i s . _ f i l t e r V a r & & ( t h i s . _ f i l t e r V a r . o f f ( " c h a n g e " , t h i s . _ v a r O n C h a n g e S u b ) , t h i s . c l e a r ( ) , t h i s . _ v a r O n C h a n g e S u b = n u l l , t h i s . _ f i l t e r V a r = n u l l , t h i s . _ f i l t e r S e t = n u l l ) , t h i s . _ g r o u p = a , a ) ) { a = ( 0 , o . d e f a u l t ) ( a ) , t h i s . _ f i l t e r S e t = g ( a ) , t h i s . _ f i l t e r V a r = ( 0 , o . d e f a u l t ) ( a ) . v a r ( " f i l t e r " ) ; v a r c = t h i s . _ f i l t e r V a r . o n ( " c h a n g e " , f u n c t i o n ( a ) { b . _ e v e n t R e l a y . t r i g g e r ( " c h a n g e " , a , b ) } ) ; t h i s . _ v a r O n C h a n g e S u b = c } } } , { k e y : " _ m e r g e E x t r a I n f o " , v a l u e : f u n c t i o n ( a ) { r e t u r n q . e x t e n d ( { } , t h i s . _ e x t r a I n f o ? t h i s . _ e x t r a I n f o : n u l l , a ? a : n u l l ) } } , { k e y : " c l o s e " , v a l u e : f u n c t i o n ( ) { t h i s . _ e m i t t e r . r e m o v e A l l L i s t e n e r s ( ) , t h i s . c l e a r ( ) , t h i s . s e t G r o u p ( n u l l ) } } , { k e y : " c l e a r " , v a l u e : f u n c t i o n ( a ) { t h i s . _ f i l t e r S e t & & ( t h i s . _ f i l t e r S e t . c l e a r ( t h i s . _ i d ) , t h i s . _ o n C h a n g e ( a ) ) } } , { k e y : " s e t " , v a l u e : f u n c t i o n ( a , b ) { t h i s . _ f i l t e r S e t & & ( t h i s . _ f i l t e r S e t . u p d a t e ( t h i s . _ i d , a ) , t h i s . _ o n C h a n g e ( b ) ) } } , { k e y : " o n " , v a l u e : f u n c t i o n ( a , b ) { r e t u r n t h i s . _ e m i t t e r . o n ( a , b ) } } , { k e y : " o f f " , v a l u e : f u n c t i o n ( a , b ) { r e t u r n t h i s . _ e m i t t e r . o f f ( a , b ) } } , { k e y : " _ o n C h a n g e " , v a l u e : f u n c t i o n ( a ) { t h i s . _ f i l t e r S e t & & t h i s . _ f i l t e r V a r . s e t ( t h i s . _ f i l t e r S e t . v a l u e , t h i s . _ m e r g e E x t r a I n f o ( a ) ) } } , { k e y : " f i l t e r e d K e y s " , g e t : f u n c t i o n ( ) { r e t u r n t h i s . _ f i l t e r S e t ? t h i s . _ f i l t e r S e t . v a l u e : n u l l } } ] ) , a } ( ) } , { " . / e v e n t s " : 1 , " . / f i l t e r s e t " : 3 , " . / g r o u p " : 4 , " . / u t i l " : 1 1 } ] , 3 : [ f u n c t i o n ( a , b , c ) { " u s e s t r i c t " ; f u n c t i o n d ( a , b ) { i f ( ! ( a i n s t a n c e o f b ) ) t h r o w n e w T y p e E r r o r ( " C a n n o t c a l l a c l a s s a s a f u n c t i o n " ) } f u n c t i o n e ( a , b ) { r e t u r n a = = = b ? 0 : a < b ? - 1 : a > b ? 1 : v o i d 0 } O b j e c t . d e f i n e P r o p
//# sourceMappingURL=crosstalk.min.js.map< / script >
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< style type = "text/css" > code { white-space : pre ; } < / style >
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background-color: white;
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padding-top: 12px;
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button.code-folding-btn:focus {
outline: none;
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< div class = "container-fluid main-container" >
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< script >
$(document).ready(function () {
window.buildTabsets("TOC");
});
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< style type = "text/css" >
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$(document).ready(function () {
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< div class = "fluid-row" id = "header" >
< div class = "btn-group pull-right" >
< button type = "button" class = "btn btn-default btn-xs dropdown-toggle" data-toggle = "dropdown" aria-haspopup = "true" aria-expanded = "false" > < span > Code< / span > < span class = "caret" > < / span > < / button >
< ul class = "dropdown-menu" style = "min-width: 50px;" >
< li > < a id = "rmd-show-all-code" href = "#" > Show All Code< / a > < / li >
< li > < a id = "rmd-hide-all-code" href = "#" > Hide All Code< / a > < / li >
< / ul >
< / div >
< h1 class = "title toc-ignore" > TAAR V2 Experiment Analysis< / h1 >
< h4 class = "author" > < em > Ben Miroglio, Martin Lopatka< / em > < / h4 >
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< h4 class = "date" > < em > 4/18/2018< / em > < / h4 >
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< / div >
< style >
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< div id = "section" class = "section level1 tabset" >
< h1 > < / h1 >
< div id = "study-details" class = "section level2" >
< h2 > Study Details< / h2 >
< div id = "about" class = "section level3" >
< h3 > About< / h3 >
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< p > This report outlines the results of the < strong > 2nd< / strong > shield experiment that exposes the Telemetry Aware Addon Recommendations (TAAR) service, which serves personalized recommendations to Firefox users via the discovery pane (< a href = "about:addons" class = "uri" > about:addons< / a > ). The experiment launched on March 12th, 2018 and ended on April 23th, 2018.< / p >
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< / div >
< div id = "links" class = "section level3" >
< h3 > Links< / h3 >
< ul >
< li > < a href = "https://sql.telemetry.mozilla.org/dashboard/taar-experiment_1" > Dashboard of TAAR Experiment V1< / a > < / li >
< li > < a href = "https://docs.google.com/presentation/d/1B6CcyGfLvIiweBgGchWEZU_7QsF0M8w07_2UG1oZW1g/edit#slide=id.g2830b63ec5_0_45" > TAAR Experiment V1 Results< / a > < / li >
< li > < a href = "https://medium.com/firefox-context-graph/add-on-recommendations-for-firefox-users-7774cc5a5117" > TAAR Medium Post< / a > < / li >
< / ul >
< / div >
< div id = "experiment-design" class = "section level3" >
< h3 > Experiment Design< / h3 >
< p > The Experiment has three cohorts:< / p >
< ul >
< li > < code > control< / code > (no change to < a href = "about:addons" class = "uri" > about:addons< / a > )< / li >
< li > < code > linear-taar< / code > (previous iteration of TAAR)< / li >
< li > < code > ensemble-taar< / code > (current iteration of TAAR)< / li >
< / ul >
< p > Users in all cohorts are exposed to a pop-up that “nudges” them to < a href = "about:addons" class = "uri" > about:addons< / a > . When a user lands on the page, we can track the add-ons they install/uninstall/enable/disable, and how long they stayed on the page.< / p >
< / div >
< div id = "questions" class = "section level3" >
< h3 > Questions?< / h3 >
< p > Questions or requests for these data can be directed to Ben Miroglio (:bmiroglio).< / p >
< / div >
< / div >
< div id = "results" class = "section level2 tabset tabset-pills tabset-fade" >
< h2 > Results< / h2 >
< pre class = "r" > < code > library(data.table)
library(DT)
library(gridExtra)
library(ggplot2)
options(DT.options = list(
searching=F,
paging=F,
info=F)
)
# util functions
# Performs a two-sided proportion test
# on a dataframe d, containing the
# number of successes as a column < c1>
# and the number of trials as a column < c2>
prop.test.by.branch < - function(d, c1, c2) {
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d[,branch:=factor(branch, levels=c(" ensemble-taar" , " linear-taar" , " control" ))]
d < - d[order(branch)]
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ensem_linear < - d[branch!='control']
ensem_control < - d[branch!='linear-taar']
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tovec < - function(dt) as.matrix(dt)[,1]
v1 < - tovec(ensem_linear[,c1, with=F])
v2 < - tovec(ensem_linear[,c2, with=F])
v3 < - tovec(ensem_control[,c1, with=F])
v4 < - tovec(ensem_control[,c2, with=F])
tel < - prop.test(v1, v2)
tec < - prop.test(v3, v4)
tel.low < - tel$conf.int[1]
tel.upper < - tel$conf.int[2]
tec.low < - tec$conf.int[1]
tec.upper < - tec$conf.int[2]
return(list(el.low=tel.low,
el.high=tel.upper,
ec.low=tec.low,
ec.high=tec.upper,
el.p=tel$p.val,
ec.p=tec$p.val,
el.true=(v1/v2)[1] - (v1/v2)[2],
ec.true=(v3/v4)[1] - (v3/v4)[2]))
}
# unpacks the results of a proportion test
# and arranges the effect, CIs, and p-value
# into a formatted table.
spec_results < - function(spec, group, p) {
r < - data.table(names(p), unlist(p))
s < - data.table(t(r[grepl(spec, V1)]))
colnames(s) < - as.character(s[1,])
s < - s[-1,]
r < - function(x, n=6) round(as.numeric(x), n)
s$Test < - group
colnames(s) < - c('lower95', 'upper95', 'Pvalue', 'Effect', 'Test')
return(s[,.(Test, Effect=r(Effect),
lower95=r(lower95),
upper95=r(upper95),
Pvalue=r(Pvalue))])
}
# Performs a proportion test
# for ensemble vs. linear
# and ensemble vs. control
# and organizes results into a table
get_results_table < - function(p) {
funion(spec_results('ec', " Ensemble vs. Control" , p),
spec_results('el', " Ensemble vs. Linear" , p))
}
format_results < - function(d, cap, extra=c()) {
# Round floating point numbers
d$prob_at_least_one_install < - round(d$prob_at_least_one_install, 4)
d$avg_num_installs_per_client < - round(d$avg_num_installs_per_client, 4)
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setcolorder(d, c(" branch" , extra, " distinct_clients_that_installed" , " total_distinct_clients" , " avg_num_installs_per_client" ,
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" prob_at_least_one_install" , " src" ))
# prettify column names
dis < - d[order(src, branch)]
if (length(extra) > 0) {
if (extra[1] == 'is_en_US') {
extra < - c(" en-US" )
}
}
cols < - c('Branch', extra, 'Clients that Installed', 'Total Clients',
'Avg Installs Per Client', 'Probability of Install', " Install Source" )
colnames(dis) < - cols
dis
}
# pull files living in s3
# and load into R
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PULL < - F
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files < - c('ctr', 'ctr-en-us', " taar-installs" , 'taar-en-us-installs',
'taar-locale-installs', 'taar-visits', 'taar-en-us-visits', 'taar-locale-visits',
'daily_installs', 'enrollment', 'addon-retention', 'addon-en-us-retention',
'addon-locale-retention', 'daily_installs_en_us', 'daily_installs_locale',
'ctr-locale')
head_cmd < - 'aws s3 cp s3://net-mozaws-prod-us-west-2-pipeline-analysis/taarv2/'
for (x in files) {
csv < - paste(x, '.csv', sep='')
cmd < - paste(paste(head_cmd, csv, sep=''), '.')
if(PULL) system(cmd)
assign(gsub('-', '_', x), fread(csv))
}< / code > < / pre >
< div id = "overall" class = "section level3" >
< h3 > Overall< / h3 >
< hr / >
< div id = "installs" class = "section level4" >
< h4 > Installs< / h4 >
< pre class = "r" > < code > datatable(format_results(taar_installs),
cap=" Installation Statistics per Branch, Install Source" )< / code > < / pre >
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< div id = "htmlwidget-d309fa670c8fdbe1298e" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-d309fa670c8fdbe1298e" > { "x" : { "filter" : "none" , "caption" : "<caption>Installation Statistics per Branch, Install Source<\/caption>" , "data" : [ [ "1" , "2" , "3" , "4" , "5" , "6" ] , [ "control" , "ensemble-taar" , "linear-taar" , "control" , "ensemble-taar" , "linear-taar" ] , [ 44164 , 34194 , 34020 , 22191 , 18066 , 15403 ] , [ 139913 , 108381 , 108071 , 139913 , 108381 , 108071 ] , [ 1.7034 , 1.6963 , 1.705 , 1.4106 , 1.3429 , 1.4237 ] , [ 0.3157 , 0.3155 , 0.3148 , 0.1586 , 0.1667 , 0.1425 ] , [ "AMO" , "AMO" , "AMO" , "about:addons" , "about:addons" , "about:addons" ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Branch<\/th>\n <th>Clients that Installed<\/th>\n <th>Total Clients<\/th>\n <th>Avg Installs Per Client<\/th>\n <th>Probability of Install<\/th>\n <th>Install Source<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 2 , 3 , 4 , 5 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< pre class = "r" > < code > disco = taar_installs[src == 'about:addons']
disco_results < - get_results_table(p = prop.test.by.branch(disco,
'distinct_clients_that_installed',
'total_distinct_clients'))[,c(" Install Source" ):=(" about:addons" )]
amo = taar_installs[src == 'AMO']
amo_results < - get_results_table(p = prop.test.by.branch(amo,
'distinct_clients_that_installed',
'total_distinct_clients'))[,c(" Install Source" ):=(" AMO" )]
comb_results < - funion(disco_results, amo_results)
setcolorder(comb_results, c(" Test" , " Install Source" ,
" Effect" , " lower95" , " upper95" ,
" Pvalue" ))
datatable(comb_results,
caption='Signifiance Test Results for Probability of Install per Branch, Install Source')< / code > < / pre >
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< div id = "htmlwidget-e770ec13787220e84883" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-e770ec13787220e84883" > { "x" : { "filter" : "none" , "caption" : "<caption>Signifiance Test Results for Probability of Install per Branch, Install Source<\/caption>" , "data" : [ [ "1" , "2" , "3" , "4" ] , [ "Ensemble vs. Control" , "Ensemble vs. Linear" , "Ensemble vs. Control" , "Ensemble vs. Linear" ] , [ "about:addons" , "about:addons" , "AMO" , "AMO" ] , [ 0.008084 , 0.024163 , - 0.000155 , 0.000705 ] , [ 0.005145 , 0.02111 , - 0.003849 , - 0.003218 ] , [ 0.011023 , 0.027217 , 0.003539 , 0.004629 ] , [ 0 , 0 , 0.937692 , 0.727535 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Test<\/th>\n <th>Install Source<\/th>\n <th>Effect<\/th>\n <th>lower95<\/th>\n <th>upper95<\/th>\n <th>Pvalue<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 3 , 4 , 5 , 6 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< hr / >
< center >
< pre class = "r" > < code > ggplot(taar_installs) +
geom_col(aes(x=branch,y=prob_at_least_one_install, fill=branch),
position = 'dodge', alpha=.8) +
facet_grid(src ~ .) +
theme_bw() +
labs(title=" Probability of Install per Branch, Locale" ,
y=" Probility of Install" )< / code > < / pre >
< p > < img src = "data:image/png;base64,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
< / center >
< pre class = "r" > < code > ggplot(daily_installs) +
geom_density(aes(prob_at_least_one_install, fill=branch), alpha=.6) +
facet_grid(src ~ .) +
theme_bw() +
labs(title='Installs per Day Distribution',
x='Density Plot of Number of Installs per Day by Branch, Source')< / code > < / pre >
< p > < img src = "data:image/png;base64,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
< pre class = "r" > < code > daily_installs$submission_date_s3 < - as.Date(as.character(daily_installs$submission_date_s3),
'%Y%m%d')
ggplot(daily_installs) +
geom_smooth(aes(x=submission_date_s3, y=prob_at_least_one_install, color=branch),
se=F, method='loess') +
facet_grid(src ~ .) + theme_bw() +
labs(title=" Proportion of clients that Installed 1+ Add-ons by Day" , x='Date', y='Count')< / code > < / pre >
< p > < img src = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAB4AAAASACAYAAAAeSlBbAAAEDWlDQ1BJQ0MgUHJvZmlsZQAAOI2NVV1oHFUUPrtzZyMkzlNsNIV0qD8NJQ2TVjShtLp/3d02bpZJNtoi6GT27s6Yyc44M7v9oU9FUHwx6psUxL+3gCAo9Q/bPrQvlQol2tQgKD60+INQ6Ium65k7M5lpurHeZe58853vnnvuuWfvBei5qliWkRQBFpquLRcy4nOHj4g9K5CEh6AXBqFXUR0rXalMAjZPC3e1W99Dwntf2dXd/p+tt0YdFSBxH2Kz5qgLiI8B8KdVy3YBevqRHz/qWh72Yui3MUDEL3q44WPXw3M+fo1pZuQs4tOIBVVTaoiXEI/MxfhGDPsxsNZfoE1q66ro5aJim3XdoLFw72H+n23BaIXzbcOnz5mfPoTvYVz7KzUl5+FRxEuqkp9G/Ajia219thzg25abkRE/BpDc3pqvphHvRFys2weqvp+krbWKIX7nhDbzLOItiM8358pTwdirqpPFnMF2xLc1WvLyOwTAibpbmvHHcvttU57y5+XqNZrLe3lE/Pq8eUj2fXKfOe3pfOjzhJYtB/yll5SDFcSDiH+hRkH25+L+sdxKEAMZahrlSX8ukqMOWy/jXW2m6M9LDBc31B9LFuv6gVKg/0Szi3KAr1kGq1GMjU/aLbnq6/lRxc4XfJ98hTargX++DbMJBSiYMIe9Ck1YAxFkKEAG3xbYaKmDDgYyFK0UGYpfoWYXG+fAPPI6tJnNwb7ClP7IyF+D+bjOtCpkhz6CFrIa/I6sFtNl8auFXGMTP34sNwI/JhkgEtmDz14ySfaRcTIBInmKPE32kxyyE2Tv+thKbEVePDfW/byMM1Kmm0XdObS7oGD/MypMXFPXrCwOtoYjyyn7BV29/MZfsVzpLDdRtuIZnbpXzvlf+ev8MvYr/Gqk4H/kV/G3csdazLuyTMPsbFhzd1UabQbjFvDRmcWJxR3zcfHkVw9GfpbJmeev9F08WW8uDkaslwX6avlWGU6NRKz0g/SHtCy9J30o/ca9zX3Kfc19zn3BXQKRO8ud477hLnAfc1/G9mrzGlrfexZ5GLdn6ZZrrEohI2wVHhZywjbhUWEy8icMCGNCUdiBlq3r+xafL549HQ5jH+an+1y+LlYBifuxAvRN/lVVVOlwlCkdVm9NOL5BE4wkQ2SMlDZU97hX86EilU/lUmkQUztTE6mx1EEPh7OmdqBtAvv8HdWpbrJS6tJj3n0CWdM6busNzRV3S9KTYhqvNiqWmuroiKgYhshMjmhTh9ptWhsF7970j/SbMrsPE1suR5z7DMC+P/Hs+y7ijrQAlhyAgccjbhjPygfeBTjzhNqy28EdkUh8C+DU9+z2v/oyeH791OncxHOs5y2AtTc7nb/f73TWPkD/qwBnjX8BoJ98VVBg/m8AAEAASURBVHgB7N0JnCNVuTjst2d6dkB2ZRURFwRUULy4sKqIKCoKKoqowL3IXxFRwAXZQRRUFgURRBQVRBFBXNhBRdkU9IIsyr4Ig8g+zPRs+erEr3KrM0k63Z10J+mn+DWp1DlVdc5zKpVMvXVO9ZWyKUwECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0PUCk7q+BipAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAmUBAWAHAgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBHpEQAC4RxpSNQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQICAA7BggQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAjwgIAPdIQ6oGAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEBIAdAwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOgRAQHgHmlI1SBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgIAAsGOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECPSIgANwjDakaBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQEAB2DBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBHBASAe6QhVYMAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQICwI4BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI9IiAAHCPNKRqECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoB9BZwg89dRTcccddwxZmEmTJsW0adNi5syZscoqq8TUqVOHXEeGsRW4++674/HHHy/vdI011oiVVlppbAvQ5Xu7//7745xzzol77703FixYEKuttlqsueaasfPOO49pzf7xj3/E008/Xd7nC17wglhuueUG7V87D+IYszd33XVXPPHEE+X9peNixRVXHLN9j/WO0ndC+m5I0worrBDPf/7zx7oIXbW/Rp/ZRmnjXcnFixfHX/7yl0oxNtxww+jr66u8b9VMqVSK3/zmN5H296Y3vSmmT5/eqk2P2XYeffTRuO+++yr7e9GLXhRLL7105X2rZ1rZNq3cVqvr2e3bu/POO+PJJ58sVyOdJ9P5slumZn7/p9/+6fM6Y8aMWHnllcuv3VI/5SRAgAABAgQIECBAgAABAgTGUSC7IGjqAIHsomwpOwyG9ZddIC695jWvKX3rW98qZQHHDqjFxCpCFqSsWeH3vve9lXY8/vjja+axsLbAmWeeWZo8eXLFL/9MrLPOOrVXaOPSLbbYolKOs846a4k99Uo71zuOl6jwGC5oVKZ3v/vdlXY56aSTxrBUw9tVozo0u6VtttmmUtddd9212dU6Kl8rHJqtUKPPbKO0ZrffrnzPPPNMpZ3TOW/u3Llt2VX6rZCfU7Mgalv20e6NfuADH6jUIdXl4IMPbusuW9k2rdxWWyvdhRvfbrvtKsfFKaec0lU1GO7v//Tbf/XVVy999KMfLV1yySVdVVeFJUCAAAECBAgQIECAAAECBMZWwBDQ2RXEbp2yQyWuu+662HPPPcu9gb/73e92a1W6qty33nprbLXVVvGhD32oq8rd6YW98cYbY7fddotFixYtUdT1119/iWUWjE6gE4/jTizTcJV7oQ7DrXOt/BxqqYzfsv/93/+N/ffff/wK0II9p57/55577qAtnXrqqbFw4cJBy7wh0MsC6bf/Aw88EKeffnq8+c1vLv/dc889vVxldSNAgAABAgQIECBAgAABAgRGKGAI6BHCtXu1rGdvZD0hl9hNuvAzMDAQWU+S8hC58+fPL+eZN29efOxjH4sXvvCFsfnmmy+xngWtEZg9e3a84hWvKA9NnIbiM7VO4MADD4ys51t5g2nY7KxnV2ywwQbx7LPP9vQwv60TbH5LnXgcd2KZmhf9T85eqMNw61wrP4daKuO3LAXj05DP+ZD241eS0e05G4kh0m+dND33uc+NdJz985//jF/84heRjQwwuo1bm0CHCNT6/Z9ujEu/+9NnOB3zxRvlLr300viv//qvuOqqqyINiW4iQIAAAQIECBAgQIAAAQIECOQCAsC5RIe9XnbZZbHUUks1LFV6bthee+0VZ5xxRjlfel7qe97znrj55pvjec97XsN1JY5MIBmnv0bTJz7xiciGIyxn2XjjjRtllVYQuOWWWyrvvvSlL8Xuu+9eed+JM93czs0cx2Nt3ollGq5BL9RhuHWulZ9DLZXxWfaDH/wgPvWpT8Vjjz02PgVo4V5PO+208tb6+/sjfUekESPSlA1tLQBclvC/XhAY6vd/CgT/4Q9/iM9//vORRk5J0yOPPBJvectb4o9//KPf/71wEKgDAQIECBAgQIAAAQIECBBokYAhoFsEOR6bWWaZZeL73/9+nHjiiZXd//vf/46LLrqo8t7M2AtsuummsfPOO5f/XvKSl4x9Abp0j+mGhnx61atelc927Kt27timUTACE17g/vvvj2233TZ22WWXlgd/77rrrth6663Lf5/97GfHxDoNYf3nP/+5
< hr / >
< / div >
< div id = "disopane-visits-exposure-to-treatment" class = "section level4" >
< h4 > Disopane Visits (exposure to treatment)< / h4 >
< pre class = "r" > < code > taar_visits$prob_visit < - round(as.numeric(taar_visits$prob_visit), 6)
taar_visits$visits_per_client < - round(as.numeric(taar_visits$visits_per_client), 6)
dis < - taar_visits[,.(branch, total_visits, total_distinct_clients, visits_per_client)]
colnames(dis) < - c(" Branch" , " Total Visits" , " Total Clients" , " Vistits per Client" )
datatable(dis[order(Branch)], caption=" Discopane Visit Statistics per Branch" )< / code > < / pre >
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< div id = "htmlwidget-02dc214c05396e9f5a1d" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-02dc214c05396e9f5a1d" > { "x" : { "filter" : "none" , "caption" : "<caption>Discopane Visit Statistics per Branch<\/caption>" , "data" : [ [ "1" , "2" , "3" ] , [ "control" , "ensemble-taar" , "linear-taar" ] , [ 148664 , 132066 , 128991 ] , [ 139913 , 108381 , 108071 ] , [ 1.062546 , 1.218535 , 1.193576 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Branch<\/th>\n <th>Total Visits<\/th>\n <th>Total Clients<\/th>\n <th>Vistits per Client<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 2 , 3 , 4 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< hr / >
< / div >
< div id = "pop-up-click-through-rate" class = "section level4" >
< h4 > Pop-up Click Through Rate< / h4 >
< pre class = "r" > < code > ctr$prob_click < - round(ctr$prob_click, 4)
cols < - c(" UI" , " Clients that clicked" , " Total Clients" , " Click Through Rate" )
dis < - ctr[,.(branch, n_clicked, n_total, prob_click)]
colnames(dis) < - cols
dis$UI < - c(" Old UI" , " New UI" )
datatable(dis, caption='Popup Click Through Rates by Branch')< / code > < / pre >
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< div id = "htmlwidget-92d7a902b7d6cb4b3721" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-92d7a902b7d6cb4b3721" > { "x" : { "filter" : "none" , "caption" : "<caption>Popup Click Through Rates by Branch<\/caption>" , "data" : [ [ "1" , "2" ] , [ "Old UI" , "New UI" ] , [ 53001 , 115258 ] , [ 1705341 , 3493614 ] , [ 0.0311 , 0.033 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>UI<\/th>\n <th>Clients that clicked<\/th>\n <th>Total Clients<\/th>\n <th>Click Through Rate<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 2 , 3 , 4 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< hr / >
< / div >
< div id = "add-on-retention" class = "section level4" >
< h4 > Add-on Retention< / h4 >
< pre class = "r" > < code > setcolorder(addon_retention, c('branch', 'n_installed', 'n_total',
'n_retained', 'addon_retention_rate'))
dis < - addon_retention[,.(branch, n_retained, n_total, addon_retention_rate)]
cols < - c(" Branch" , " Retained" , " Total" , " Retention Rate" )
colnames(dis) < - cols
datatable(dis, caption = " Add-on Retention Rate by Branch" )< / code > < / pre >
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< div id = "htmlwidget-c0717c794e6520a1129f" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-c0717c794e6520a1129f" > { "x" : { "filter" : "none" , "caption" : "<caption>Add-on Retention Rate by Branch<\/caption>" , "data" : [ [ "1" , "2" , "3" ] , [ "ensemble-taar" , "control" , "linear-taar" ] , [ 22208 , 28914 , 19862 ] , [ 23942 , 30956 , 21640 ] , [ 0.927574972851 , 0.934035405091 , 0.917837338262 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Branch<\/th>\n <th>Retained<\/th>\n <th>Total<\/th>\n <th>Retention Rate<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 2 , 3 , 4 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< pre class = "r" > < code > datatable(get_results_table(p = prop.test.by.branch(addon_retention,
'n_retained',
'n_total')),
caption='Significance Test Results For Add-on Retention Rate')< / code > < / pre >
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< div id = "htmlwidget-9caf769d822abb33a1eb" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-9caf769d822abb33a1eb" > { "x" : { "filter" : "none" , "caption" : "<caption>Significance Test Results For Add-on Retention Rate<\/caption>" , "data" : [ [ "1" , "2" ] , [ "Ensemble vs. Control" , "Ensemble vs. Linear" ] , [ - 0.00646 , 0.009738 ] , [ - 0.01079 , 0.004778 ] , [ - 0.002131 , 0.014697 ] , [ 0.003188 , 0.000106 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Test<\/th>\n <th>Effect<\/th>\n <th>lower95<\/th>\n <th>upper95<\/th>\n <th>Pvalue<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 2 , 3 , 4 , 5 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< p > < br > < br > < br > < br > < br > < br > < br > < br > < br > < / p >
< / div >
< / div >
< div id = "en-us-vs.non-en-us" class = "section level3" >
< h3 > en-US vs. < / h3 >
< hr / >
< div id = "installs-1" class = "section level4" >
< h4 > Installs< / h4 >
< pre class = "r" > < code > datatable(format_results(taar_en_us_installs, extra=c(" is_en_US" )))< / code > < / pre >
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< div id = "htmlwidget-4b35ec0c8aa4e0526c69" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-4b35ec0c8aa4e0526c69" > { "x" : { "filter" : "none" , "data" : [ [ "1" , "2" , "3" , "4" , "5" , "6" , "7" , "8" , "9" , "10" , "11" , "12" ] , [ "control" , "control" , "ensemble-taar" , "ensemble-taar" , "linear-taar" , "linear-taar" , "control" , "control" , "ensemble-taar" , "ensemble-taar" , "linear-taar" , "linear-taar" ] , [ false , true , true , false , true , false , false , true , true , false , true , false ] , [ 22286 , 21981 , 17330 , 16944 , 16775 , 17343 , 11945 , 10280 , 8099 , 10001 , 7270 , 8167 ] , [ 74197 , 68486 , 52855 , 57764 , 52534 , 57831 , 72687 , 68058 , 52522 , 56583 , 52196 , 56587 ] , [ 1.65 , 1.7499 , 1.7367 , 1.6474 , 1.7437 , 1.6585 , 1.3929 , 1.4285 , 1.3586 , 1.327 , 1.4451 , 1.401 ] , [ 0.3004 , 0.321 , 0.3279 , 0.2933 , 0.3193 , 0.2999 , 0.1643 , 0.151 , 0.1542 , 0.1767 , 0.1393 , 0.1443 ] , [ "AMO" , "AMO" , "AMO" , "AMO" , "AMO" , "AMO" , "about:addons" , "about:addons" , "about:addons" , "about:addons" , "about:addons" , "about:addons" ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Branch<\/th>\n <th>en-US<\/th>\n <th>Clients that Installed<\/th>\n <th>Total Clients<\/th>\n <th>Avg Installs Per Client<\/th>\n <th>Probability of Install<\/th>\n <th>Install Source<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 3 , 4 , 5 , 6 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< pre class = "r" > < code > disco = taar_en_us_installs[src == 'about:addons']
amo = taar_en_us_installs[src == 'AMO']
result < - NULL
for (i in c(T, F)) {
disco_results < - get_results_table(p = prop.test.by.branch(disco[is_en_US == i],
'distinct_clients_that_installed',
'total_distinct_clients'))[,c(" Install Source" , " en-US" ):=list(" about:addons" , i)]
amo_results < - get_results_table(p = prop.test.by.branch(amo[is_en_US == i],
'distinct_clients_that_installed',
'total_distinct_clients'))[,c(" Install Source" , " en-US" ):=list(" AMO" , i)]
comb_results < - funion(disco_results, amo_results)
setcolorder(comb_results, c(" Test" , " Install Source" ," en-US" ,
" Effect" , " lower95" , " upper95" ,
" Pvalue" ))
if (is.null(result)) {
result < - comb_results
} else {
result < - funion(result, comb_results)
}
}
datatable(result,
caption='Signifiance Test Results for Probability of Install per Branch, Install Source, en-US')< / code > < / pre >
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< div id = "htmlwidget-a73e7f4bfa8ea0ae7927" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-a73e7f4bfa8ea0ae7927" > { "x" : { "filter" : "none" , "caption" : "<caption>Signifiance Test Results for Probability of Install per Branch, Install Source, en-US<\/caption>" , "data" : [ [ "1" , "2" , "3" , "4" , "5" , "6" , "7" , "8" ] , [ "Ensemble vs. Control" , "Ensemble vs. Linear" , "Ensemble vs. Control" , "Ensemble vs. Linear" , "Ensemble vs. Control" , "Ensemble vs. Linear" , "Ensemble vs. Control" , "Ensemble vs. Linear" ] , [ "about:addons" , "about:addons" , "AMO" , "AMO" , "about:addons" , "about:addons" , "AMO" , "AMO" ] , [ true , true , true , true , false , false , false , false ] , [ 0.003154 , 0.014919 , 0.006922 , 0.008561 , 0.012414 , 0.032423 , - 0.007031 , - 0.00656 ] , [ - 0.000958 , 0.010615 , 0.001591 , 0.002893 , 0.008259 , 0.028132 , - 0.012013 , - 0.011843 ] , [ 0.007267 , 0.019224 , 0.012253 , 0.014229 , 0.01657 , 0.036714 , - 0.002049 , - 0.001276 ] , [ 0.132848 , 0 , 0.010818 , 0.00304 , 0 , 0 , 0.00567 , 0.014897 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Test<\/th>\n <th>Install Source<\/th>\n <th>en-US<\/th>\n <th>Effect<\/th>\n <th>lower95<\/th>\n <th>upper95<\/th>\n <th>Pvalue<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 4 , 5 , 6 , 7 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< center >
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< pre class = "r" > < code > taar_en_us_installs$Locale < - ifelse(taar_en_us_installs$is_en_US, 'en-US', 'not en-US')
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ggplot(taar_en_us_installs) +
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geom_col(aes(x=Locale,y=prob_at_least_one_install, fill=branch),
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position = 'dodge', alpha=.8) +
facet_grid(src ~ .) +
theme_bw() +
labs(title=" Probability of Install per Branch, Locale" ,
y=" Probility of Install" )< / code > < / pre >
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< p > < img src = "data:image/png;base64,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
2018-04-24 17:43:27 +03:00
< / center >
< pre class = "r" > < code > daily_installs_en_us$Locale < - ifelse(daily_installs_en_us$is_en_US, 'en-US', 'non en-US')
ggplot(daily_installs_en_us) +
geom_density(aes(prob_at_least_one_install, fill=branch), alpha=.6) +
facet_grid(src ~ Locale) +
theme_bw() +
labs(title='Installs per Day Distribution',
x='Installs per Day')< / code > < / pre >
< p > < img src = "data:image/png;base64,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
< pre class = "r" > < code > daily_installs_en_us$submission_date_s3 < - as.Date(as.character(daily_installs_en_us$submission_date_s3),
'%Y%m%d')
ggplot(daily_installs_en_us) +
geom_smooth(aes(x=submission_date_s3, y=prob_at_least_one_install, color=branch),
se=F, method='loess') +
facet_grid(src ~ Locale) + theme_bw() +
labs(title=" Proportion of clients that Installed 1+ Add-ons by Day" , x='Date', y='Count')< / code > < / pre >
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< hr / >
< / div >
< div id = "disopane-visits-exposure-to-treatment-1" class = "section level4" >
< h4 > Disopane Visits (exposure to treatment)< / h4 >
< pre class = "r" > < code > taar_en_us_visits$prob_visit < - round(
as.numeric(taar_en_us_visits$prob_visit), 6)
taar_en_us_visits$visits_per_client < - round(
as.numeric(taar_en_us_visits$visits_per_client), 6)
dis < - taar_en_us_visits[,.(branch, is_en_US, total_visits, total_distinct_clients, visits_per_client)]
colnames(dis) < - c(" Branch" , " is en-US" , " Total Visits" , " Total Clients" , " Vistits per Client" )
datatable(dis[order(Branch)], caption=" Discopane Visit Statistics per Branch" )< / code > < / pre >
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< div id = "htmlwidget-e3a05d259fdc50dd0717" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-e3a05d259fdc50dd0717" > { "x" : { "filter" : "none" , "caption" : "<caption>Discopane Visit Statistics per Branch<\/caption>" , "data" : [ [ "1" , "2" , "3" , "4" , "5" , "6" ] , [ "control" , "control" , "ensemble-taar" , "ensemble-taar" , "linear-taar" , "linear-taar" ] , [ false , true , true , false , true , false ] , [ 77861 , 70803 , 63356 , 68710 , 60953 , 68038 ] , [ 72687 , 68058 , 52522 , 56583 , 52196 , 56587 ] , [ 1.071182 , 1.040333 , 1.206275 , 1.214322 , 1.167771 , 1.202361 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Branch<\/th>\n <th>is en-US<\/th>\n <th>Total Visits<\/th>\n <th>Total Clients<\/th>\n <th>Vistits per Client<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 3 , 4 , 5 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< hr / >
< / div >
< div id = "pop-up-click-through-rate-1" class = "section level4" >
< h4 > Pop-up Click Through Rate< / h4 >
< pre class = "r" > < code > ctr_en_us$prob_click < - round(ctr_en_us$prob_click, 4)
cols < - c(" UI" , 'is en-US', " Clients that clicked" , " Total Clients" , " Click Through Rate" )
dis < - ctr_en_us[,.(branch, is_en_US, n_clicked, n_total, prob_click)]
colnames(dis) < - cols
dis$UI < - ifelse(dis$UI == 'old', 'Old UI', 'New UI')
datatable(dis, caption='Popup Click Through Rates by Branch')< / code > < / pre >
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< div id = "htmlwidget-003e5553cee5c90bc6be" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-003e5553cee5c90bc6be" > { "x" : { "filter" : "none" , "caption" : "<caption>Popup Click Through Rates by Branch<\/caption>" , "data" : [ [ "1" , "2" , "3" , "4" ] , [ "Old UI" , "Old UI" , "New UI" , "New UI" ] , [ true , false , true , false ] , [ 25259 , 27855 , 58070 , 58044 ] , [ 817055 , 890253 , 1709745 , 1803092 ] , [ 0.0309 , 0.0313 , 0.034 , 0.0322 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>UI<\/th>\n <th>is en-US<\/th>\n <th>Clients that clicked<\/th>\n <th>Total Clients<\/th>\n <th>Click Through Rate<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 3 , 4 , 5 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< hr / >
< / div >
< div id = "add-on-retention-1" class = "section level4" >
< h4 > Add-on Retention< / h4 >
< pre class = "r" > < code > setcolorder(addon_en_us_retention, c('branch', 'is_en_US', 'n_installed', 'n_total',
'n_retained', 'addon_retention_rate'))
dis < - addon_en_us_retention[,.(branch, is_en_US, n_retained, n_total, addon_retention_rate)]
cols < - c(" Branch" , " is en-US" , " Retained" , " Total" , " Retention Rate" )
colnames(dis) < - cols
datatable(dis, caption = " Add-on Retention Rate by Branch, en-US locale" )< / code > < / pre >
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< div id = "htmlwidget-631388171670436415db" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-631388171670436415db" > { "x" : { "filter" : "none" , "caption" : "<caption>Add-on Retention Rate by Branch, en-US locale<\/caption>" , "data" : [ [ "1" , "2" , "3" , "4" , "5" , "6" ] , [ "ensemble-taar" , "linear-taar" , "control" , "control" , "ensemble-taar" , "linear-taar" ] , [ true , true , false , true , false , false ] , [ 10094 , 9504 , 15419 , 13510 , 12127 , 10376 ] , [ 10863 , 10368 , 16461 , 14515 , 13092 , 11290 ] , [ 0.929209242382 , 0.916666666667 , 0.936698863982 , 0.930761281433 , 0.92629086465 , 0.91904340124 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Branch<\/th>\n <th>is en-US<\/th>\n <th>Retained<\/th>\n <th>Total<\/th>\n <th>Retention Rate<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 3 , 4 , 5 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< pre class = "r" > < code > result < - NULL
for (i in c(T, F)) {
r < - get_results_table(p = prop.test.by.branch(addon_en_us_retention[is_en_US == i],
'n_retained',
'n_total'))[,c('is en-US'):=(i)]
if (is.null(result)) {
result < - r
} else {
result < - funion(result, r)
}
}
setcolorder(result, c(" Test" , " is en-US" , " Effect" , " lower95" , " upper95" , " Pvalue" ))
datatable(result, caption='Significance Test Results For Add-on Retention Rate')< / code > < / pre >
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< div id = "htmlwidget-c18b0d71667d25ccf156" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-c18b0d71667d25ccf156" > { "x" : { "filter" : "none" , "caption" : "<caption>Significance Test Results For Add-on Retention Rate<\/caption>" , "data" : [ [ "1" , "2" , "3" , "4" ] , [ "Ensemble vs. Control" , "Ensemble vs. Linear" , "Ensemble vs. Control" , "Ensemble vs. Linear" ] , [ true , true , false , false ] , [ - 0.001552 , 0.012543 , - 0.010408 , 0.007247 ] , [ - 0.007982 , 0.005267 , - 0.016296 , 0.000431 ] , [ 0.004878 , 0.019818 , - 0.00452 , 0.014064 ] , [ 0.649177 , 0.000667 , 0.000449 , 0.036458 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>Test<\/th>\n <th>is en-US<\/th>\n <th>Effect<\/th>\n <th>lower95<\/th>\n <th>upper95<\/th>\n <th>Pvalue<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : false , "paging" : false , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 3 , 4 , 5 , 6 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
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< p > < br > < br > < br > < br > < br > < br > < br > < br > < br > < / p >
< / div >
< / div >
< div id = "by-locale" class = "section level3" >
< h3 > By Locale< / h3 >
< hr / >
< div id = "installs-2" class = "section level4" >
< h4 > Installs< / h4 >
< pre class = "r" > < code > options(DT.options = list(
searching=T,
paging=T,
info=F)
)
datatable(format_results(taar_locale_installs[order(total_distinct_clients)],
cap=" Installation Statistics per Branch, Install Source, Locale" ,
extra=c(" locale" )))< / code > < / pre >
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< div id = "htmlwidget-15d9914f341a26b9aff6" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-15d9914f341a26b9aff6" > { " x " : { " f i l t e r " : " n o n e " , " d a t a " : [ [ " 1 " , " 2 " , " 3 " , " 4 " , " 5 " , " 6 " , " 7 " , " 8 " , " 9 " , " 1 0 " , " 1 1 " , " 1 2 " , " 1 3 " , " 1 4 " , " 1 5 " , " 1 6 " , " 1 7 " , " 1 8 " , " 1 9 " , " 2 0 " , " 2 1 " , " 2 2 " , " 2 3 " , " 2 4 " , " 2 5 " , " 2 6 " , " 2 7 " , " 2 8 " , " 2 9 " , " 3 0 " , " 3 1 " , " 3 2 " , " 3 3 " , " 3 4 " , " 3 5 " , " 3 6 " , " 3 7 " , " 3 8 " , " 3 9 " , " 4 0 " , " 4 1 " , " 4 2 " , " 4 3 " , " 4 4 " , " 4 5 " , " 4 6 " , " 4 7 " , " 4 8 " , " 4 9 " , " 5 0 " , " 5 1 " , " 5 2 " , " 5 3 " , " 5 4 " , " 5 5 " , " 5 6 " , " 5 7 " , " 5 8 " , " 5 9 " , " 6 0 " , " 6 1 " , " 6 2 " , " 6 3 " , " 6 4 " , " 6 5 " , " 6 6 " , " 6 7 " , " 6 8 " , " 6 9 " , " 7 0 " , " 7 1 " , " 7 2 " , " 7 3 " , " 7 4 " , " 7 5 " , " 7 6 " , " 7 7 " , " 7 8 " , " 7 9 " , " 8 0 " , " 8 1 " , " 8 2 " , " 8 3 " , " 8 4 " , " 8 5 " , " 8 6 " , " 8 7 " , " 8 8 " , " 8 9 " , " 9 0 " , " 9 1 " , " 9 2 " , " 9 3 " , " 9 4 " , " 9 5 " , " 9 6 " , " 9 7 " , " 9 8 " , " 9 9 " , " 1 0 0 " , " 1 0 1 " , " 1 0 2 " , " 1 0 3 " , " 1 0 4 " , " 1 0 5 " , " 1 0 6 " , " 1 0 7 " , " 1 0 8 " , " 1 0 9 " , " 1 1 0 " , " 1 1 1 " , " 1 1 2 " , " 1 1 3 " , " 1 1 4 " , " 1 1 5 " , " 1 1 6 " , " 1 1 7 " , " 1 1 8 " , " 1 1 9 " , " 1 2 0 " , " 1 2 1 " , " 1 2 2 " , " 1 2 3 " , " 1 2 4 " , " 1 2 5 " , " 1 2 6 " , " 1 2 7 " , " 1 2 8 " , " 1 2 9 " , " 1 3 0 " , " 1 3 1 " , " 1 3 2 " , " 1 3 3 " , " 1 3 4 " , " 1 3 5 " , " 1 3 6 " , " 1 3 7 " , " 1 3 8 " , " 1 3 9 " , " 1 4 0 " , " 1 4 1 " , " 1 4 2 " , " 1 4 3 " , " 1 4 4 " , " 1 4 5 " , " 1 4 6 " , " 1 4 7 " , " 1 4 8 " , " 1 4 9 " , " 1 5 0 " , " 1 5 1 " , " 1 5 2 " , " 1 5 3 " , " 1 5 4 " , " 1 5 5 " , " 1 5 6 " , " 1 5 7 " , " 1 5 8 " , " 1 5 9 " , " 1 6 0 " , " 1 6 1 " , " 1 6 2 " , " 1 6 3 " , " 1 6 4 " , " 1 6 5 " , " 1 6 6 " , " 1 6 7 " , " 1 6 8 " , " 1 6 9 " , " 1 7 0 " , " 1 7 1 " , " 1 7 2 " , " 1 7 3 " , " 1 7 4 " , " 1 7 5 " , " 1 7 6 " , " 1 7 7 " , " 1 7 8 " , " 1 7 9 " , " 1 8 0 " , " 1 8 1 " , " 1 8 2 " , " 1 8 3 " , " 1 8 4 " , " 1 8 5 " , " 1 8 6 " , " 1 8 7 " , " 1 8 8 " , " 1 8 9 " , " 1 9 0 " , " 1 9 1 " , " 1 9 2 " , " 1 9 3 " , " 1 9 4 " , " 1 9 5 " , " 1 9 6 " , " 1 9 7 " , " 1 9 8 " , " 1 9 9 " , " 2 0 0 " , " 2 0 1 " , " 2 0 2 " , " 2 0 3 " , " 2 0 4 " , " 2 0 5 " , " 2 0 6 " , " 2 0 7 " , " 2 0 8 " , " 2 0 9 " , " 2 1 0 " , " 2 1 1 " , " 2 1 2 " , " 2 1 3 " ] , [ " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " l i
2018-04-24 17:43:27 +03:00
< pre class = "r" > < code > disco = taar_locale_installs[src == 'about:addons']
amo = taar_locale_installs[src == 'AMO']
taar_locale_installs < - taar_locale_installs[total_distinct_clients > 500]
result < - NULL
for (i in unique(taar_locale_installs$locale)) {
disco_results < - get_results_table(p = prop.test.by.branch(disco[locale == i],
'distinct_clients_that_installed',
'total_distinct_clients'))[,c(" Install Source" , " Locale" ):=list(" about:addons" , i)]
amo_results < - get_results_table(p = prop.test.by.branch(amo[locale == i],
'distinct_clients_that_installed',
'total_distinct_clients'))[,c(" Install Source" , " Locale" ):=list(" AMO" , i)]
comb_results < - funion(disco_results, amo_results)
setcolorder(comb_results, c(" Test" , " Install Source" ," Locale" ,
" Effect" , " lower95" , " upper95" ,
" Pvalue" ))
if (is.null(result)) {
result < - comb_results
} else {
result < - funion(result, comb_results)
}
}
datatable(result[order(Locale)],
caption='Signifiance Test Results for Probability of Install per Branch, Install Source, en-US')< / code > < / pre >
2018-04-24 20:32:31 +03:00
< div id = "htmlwidget-69016f7f71e53f6363e8" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-69016f7f71e53f6363e8" > { " x " : { " f i l t e r " : " n o n e " , " c a p t i o n " : " < c a p t i o n > S i g n i f i a n c e T e s t R e s u l t s f o r P r o b a b i l i t y o f I n s t a l l p e r B r a n c h , I n s t a l l S o u r c e , e n - U S < \ / c a p t i o n > " , " d a t a " : [ [ " 1 " , " 2 " , " 3 " , " 4 " , " 5 " , " 6 " , " 7 " , " 8 " , " 9 " , " 1 0 " , " 1 1 " , " 1 2 " , " 1 3 " , " 1 4 " , " 1 5 " , " 1 6 " , " 1 7 " , " 1 8 " , " 1 9 " , " 2 0 " , " 2 1 " , " 2 2 " , " 2 3 " , " 2 4 " , " 2 5 " , " 2 6 " , " 2 7 " , " 2 8 " , " 2 9 " , " 3 0 " , " 3 1 " , " 3 2 " , " 3 3 " , " 3 4 " , " 3 5 " , " 3 6 " , " 3 7 " , " 3 8 " , " 3 9 " , " 4 0 " , " 4 1 " , " 4 2 " , " 4 3 " , " 4 4 " , " 4 5 " , " 4 6 " , " 4 7 " , " 4 8 " , " 4 9 " , " 5 0 " , " 5 1 " , " 5 2 " , " 5 3 " , " 5 4 " , " 5 5 " , " 5 6 " , " 5 7 " , " 5 8 " , " 5 9 " , " 6 0 " , " 6 1 " , " 6 2 " , " 6 3 " , " 6 4 " , " 6 5 " , " 6 6 " , " 6 7 " , " 6 8 " ] , [ " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " ] , [ " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " , " a b o u t : a d d o n s " , " a b o u t : a d d o n s " , " A M O " , " A M O " ] , [ " a r " , " a r " , " a r " , " a r " , " c s " , " c s " , " c s " , " c s " , " d e " , " d e " , " d e " , " d e " , " e n - G B " , " e n - G B " , " e n - G B " , " e n - G B " , " e n - U S " , " e n - U S " , " e n - U S " , " e n - U S " , " e s - E S " , " e s - E S " , " e s - E S " , " e s - E S " , " f r " , " f r " , " f r " , " f r " , " h u " , " h u " , " h u " , " h u " , " i d " , " i d " , " i d " , " i d " , " i t " , " i t " , " i t " , " i t " , " j a " , " j a " , " j a " , " j a " , " n l " , " n l " , " n l " , " n l " , " p l " , " p l " , " p l " , " p l " , " p t - B R " , " p t - B R " , " p t - B R " , " p t - B R " , " r u " , " r u " , " r u " , " r u " , " t r " , " t r " , " t r " , " t r " , " z h - T W " , " z h - T W " , " z h - T W " , " z h - T W " ] , [ 0 . 0 4 0 8 0 3 , 0 . 0 9 3 4 9 3 , 0 . 0 1 2 8 3 9 , - 0 . 0 2 1 0 0 1 , 0 . 0 6 3 5 4 4 , 0 . 1 0 5 1 3 8 , - 0 . 0 2 2 0 5 8 , - 0 . 0 3 5 6 0 3 , 0 . 0 2 1 6 7 6 , 0 . 0 3 5 5 4 , - 0 . 0 0 4 8 7 9 , - 0 . 0 0 7 0 1 6 , 0 . 0 1 5 1 4 2 , - 0 . 0 0 8 5 5 1 , - 0 . 0 0 4 8 4 3 , 0 . 0 0 3 8 7 4 , 0 . 0 0 3 1 5 4 , 0 . 0 1 4 9 1 9 , 0 . 0 0 6 9 2 2 , 0 . 0 0 8 5 6 1 , - 0 . 0 5 7 2 3 , - 0 . 0 1 1 4 5 9 , 0 . 0 0 3 1 0 6 , 0 . 0 0 7 5 4 9 , 0 . 0 0 5 6 3 6 , 0 . 0 3 3 2 0 8 , - 0 . 0 1 9 4 4 2 , - 0 . 0 0 5 5 4 8 , 0 . 0 6 0 3 8 2 , 0 . 0 9 7 8 8 7 , - 0 . 0 4 7 9 5 1 , - 0 . 0 5 6 9 0 7 , 0 . 0 6 4 4 2 5 , 0 . 0 7 2 3 2 1 , - 0 . 0 0 5 2 4 4 , - 0 . 0 2 5 5 0 6 , 0 . 0 3 3 0 8 2 , 0 . 0 7 2 5 8 5 , - 0 . 0 1 6 0 5 1 , - 0 . 0 1 4 0 2 7 , - 0 . 0 0 8 1 5 5 , 0 . 0 2 6 6 3 5 , 0 . 0 2 3 7 7 5 , 0 . 0 3 6 9 9 , 0 . 0 0 7 2 2 4 , 0 . 0 0 9 6 7 4 , - 0 . 0 0 2 6 1 7 , - 0 . 0 0 9 4 9 3 , 0 . 0 9 3 4 5 , 0 . 0 9 5 4 5 2 , - 0 . 0 3 1 9 0 5 , - 0 . 0 3 3 6 9 5 , - 0 . 0 0 1 0 1 , 0 . 0 3 9 4 7 , - 0 . 0 0 5 5 9 3 , - 0 . 0 0 9 6 8 7 , - 0 . 0 0 3 9 1 , - 0 . 0 1 2 2 6 8 , 0 . 0 0 1 2 6 8 , - 0 . 0 0 0 1 9 6 , 0 . 0 6 1 3 2 7 , 0 . 0 8 0 1 6 2 , - 0 . 0 1 3 3 1 1 , - 0 . 0 2 3 4 6 6 , - 0 . 0 2 7 4 0 4 , 0 . 0 2 1 1 2 6 , 0 . 0 1 6 7 6 2 , 0 . 0 2 0 4 5 2 ] , [ 0 . 0 0 6 0 1 7 , 0 . 0 5 7 9 7 , - 0 . 0 2 0 2 8 7 , - 0 . 0 5 8 3 1 6 , 0 . 0 2 1 4 9 1 , 0 . 0 6 3 6 5 , - 0 . 0 6 8 7 4 9 , - 0 . 0 8 4 4 9 5 , 0 . 0 1 1 9 2 8 , 0 . 0 2 5 4 9 7 , - 0 . 0 1 7 0 4 , - 0 . 0 1 9 8 3 3 , - 0 . 0 0 4 2 1 4 , - 0 . 0 2 9 6 8 8 , - 0 . 0 2 9 7 4 9 , - 0 . 0 2 2 4 9 4 , - 0 . 0 0 0 9 5 8 , 0 . 0 1 0 6 1 5 , 0 . 0 0 1 5 9 1 , 0 . 0 0 2 8 9 3 , - 0 . 0 6 9 7 2 7 , - 0 . 0 2 4 0 1 8 , - 0 . 0 1 1 6 5 6 , - 0 . 0 0 7 9 6 9 , - 0 . 0 0 5 7 3 1 , 0 . 0 2 1 4 6 5 , - 0 .
2018-04-24 17:43:27 +03:00
< center >
< pre class = "r" > < code > ggplot(taar_locale_installs[total_distinct_clients > 500]) +
geom_col(aes(x=locale,y=prob_at_least_one_install, fill=branch),
position = 'dodge', alpha=.8) +
facet_grid(src ~ .) +
theme_bw() +
labs(title=" Probability of Install per Branch, Locale (n distinct clients > 500)" ,
y=" Probility of Install" )< / code > < / pre >
< p > < img src = "data:image/png;base64,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
< / center >
< hr / >
< / div >
< div id = "disopane-visits-exposure-to-treatment-2" class = "section level4" >
< h4 > Disopane Visits (exposure to treatment)< / h4 >
< pre class = "r" > < code > taar_locale_visits$prob_visit < - round(
as.numeric(taar_locale_visits$prob_visit), 6)
taar_locale_visits$visits_per_client < - round(
as.numeric(taar_locale_visits$visits_per_client), 6)
dis < - taar_locale_visits[,.(branch, locale, total_visits, total_distinct_clients, visits_per_client)]
colnames(dis) < - c(" Branch" , " Locale" , " Total Visits" , " Total Clients" , " Vistits per Client" )
datatable(dis[order(Locale)], caption=" Discopane Visit Statistics per Branch, Locale" )< / code > < / pre >
2018-04-24 20:32:31 +03:00
< div id = "htmlwidget-37370e7116890cbfffff" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
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t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " ] , [ " a c h " , " a r " , " a r " , " a r " , " b g " , " b g " , " b g " , " c a " , " c a " , " c a " , " c s " , " c s " , " c s " , " d a " , " d a " , " d a " , " d e " , " d e " , " d e " , " e l " , " e l " , " e l " , " e n - G B " , " e n - G B " , " e n - G B " , " e n - U S " , " e n - U S " , " e n - U S " , " e s - A R " , " e s - A R " , " e s - A R " , " e s - C L " , " e s - C L " , " e s - C L " , " e s - E S " , " e s - E S " , " e s - E S " , " e s - M X " , " e s - M X " , " e s - M X " , " e t " , " e u " , " f a " , " f a " , " f a " , " f i " , " f i " , " f i " , " f r " , " f r " , " f r " , " h e " , " h u " , " h u " , " h u " , " i d " , " i d " , " i d " , " i t " , " i t " , " i t " , " j a " , " j a " , " j a " , " j a - J P - m a c " , " k m " , " k o " , " k o " , " k o " , " l t " , " m s " , " m s " , " m s " , " n b - N O " , " n b - N O " , " n b - N O " , " n l " , " n l " , " n l " , " p l " , " p l " , " p l " , " p t - B R " , " p t - B R " , " p t - B R " , " p t - P T " , " p t - P T " , " p t - P T " , " r o " , " r o " , " r o " , " r u " , " r u " , " r u " , " s k " , " s k " , " s k " , " s l " , " s l " , " s r " , " s r " , " s r " , " s v - S E " , " s v - S E " , " s v - S E " , " t h " , " t h " , " t h " , " t r " , " t r " , " t r " , " u k " , " u k " , " u k " , " v i " , " v i " , " v i " , " z h - C N " , " z h - C N " , " z h - C N " , " z h - T W " , " z h - T W " , " z h - T W " ] , [ 1 , 1 1 8 4 , 9 9 9 , 1 1 0 5 , 3 1 2 , 2 7 1 , 3 3 6 , 3 , 4 , 3 , 8 0 5 , 8 0 9 , 8 9 0 , 3 2 3 , 3 0 3 , 2 4 0 , 1 2 1 7 7 , 1 3 5 5 5 , 1 2 1 0 8 , 3 0 4 , 3 6 0 , 3 8 3 , 2 8 7 0 , 2 9 3 3 , 3 3 3 8 , 7 0 8 0 3 , 6 0 9 5 3 , 6 3 3 5 6 , 6 , 1 6 , 1 4 , 1 , 5 , 6 , 8 4 1 2 , 8 2 4 2 , 1 0 0 5 7 , 1 6 , 1 1 , 1 8 , 1 , 1 , 4 , 6 , 3 , 3 1 6 , 3 6 1 , 3 3 2 , 9 0 7 4 , 8 7 6 3 , 9 9 6 6 , 4 , 1 0 3 5 , 1 1 6 7 , 1 1 0 1 , 2 1 2 3 , 1 7 8 7 , 1 5 2 2 , 2 8 3 0 , 2 8 4 3 , 2 9 8 1 , 2 2 9 8 , 2 6 8 6 , 2 2 2 4 , 1 , 1 , 9 , 7 , 3 , 6 , 1 , 2 , 2 , 2 , 1 , 1 , 1 3 2 2 , 1 2 7 1 , 1 5 2 9 , 4 0 2 6 , 4 8 9 4 , 4 0 8 9 , 5 8 1 0 , 5 8 8 7 , 6 6 7 1 , 6 , 4 , 3 , 3 6 1 , 3 7 2 , 3 8 9 , 1 1 3 5 6 , 9 9 0 1 , 9 8 9 0 , 2 9 7 , 3 1 8 , 3 6 7 , 2 , 1 , 1 9 5 , 1 5 6 , 1 7 5 , 7 , 1 , 1 , 1 0 , 1 , 5 , 1 4 0 9 , 1 2 9 8 , 1 5 5 2 , 3 7 9 , 3 0 7 , 2 6 2 , 1 8 4 , 2 3 5 , 1 6 2 , 2 6 , 5 4 , 3 6 , 1 1 3 2 , 1 1 7 8 , 1 1 9 4 ] , [ 1 , 1 2 7 6 , 8 8 1 , 9 3 4 , 2 7 1 , 2 4 0 , 2 8 4 , 4 , 4 , 3 , 6 7 5 , 6 9 1 , 8 0 8 , 2 4 1 , 2 4 6 , 1 9 9 , 1 0 0 1 2 , 1 2 4 2 4 , 1 0 0 1 3 , 2 4 7 , 2 6 7 , 3 0 0 , 2 4 0 2 , 2 4 3 5 , 3 1 3 8 , 6 8 0 5 8 , 5 2 1 9 6 , 5 2 5 2 2 , 6 , 1 2 , 1 1 , 4 , 5 , 3 , 6 2 4 7 , 6 1 5 8 , 7 8 1 3 , 1 7 , 1 0 , 1 8 , 1 , 1 , 3 , 5 , 3 , 3 2 2 , 2 8 7 , 2 7 6 , 7 8 9 0 , 7 6 5 2 , 1 0 1 1 5 , 1 , 8 4 2 , 1 0 1 1 , 8 5 3 , 1 4 2 0 , 1 9 6 6 , 1 3 6 2 , 2 3 5 3 , 2 2 1 2 , 2 9 0 2 , 1 5 7 0 , 2 1 1 3 , 1 5 6 4 , 1 , 1 , 3 , 5 , 3 , 4 , 1 , 2 , 2 , 2 , 1 , 3 , 1 0 9 2 , 1 0 7 4 , 1 3 6 8 , 3 4 5 1 , 4 4 5 8 , 3 5 1 9 , 5 2 9 6 , 5 4 2 3 , 6 9 4 3 , 6 , 6 , 5 , 3 3 9 , 3 4 7 , 3 9 0 , 1 1 0 7 8 , 8 3 8 1 , 8 3 6 6 , 2 3 5 , 2 4 9 , 3 2 6 , 1 , 1 , 1 4 6 , 1 0 4 , 1 2 5 , 4 , 3 , 1 , 1 0 , 3 , 3 , 1 1 9 9 , 1 1 0 1 , 1 6 0 1 , 3 3 5 , 2 7 1 , 2 3 6 , 1 5 8 , 2 0 4 , 1 4 3 , 3 0 , 5 2 , 2
2018-04-24 17:43:27 +03:00
< hr / >
< / div >
< div id = "pop-up-click-through-rate-2" class = "section level4" >
< h4 > Pop-up Click Through Rate< / h4 >
< pre class = "r" > < code > ctr_locale$prob_click < - round(ctr_locale$prob_click, 4)
cols < - c(" UI" , 'locale', " Clients that clicked" , " Total Clients" , " Click Through Rate" )
dis < - ctr_locale[,.(branch, locale, n_clicked, n_total, prob_click)]
colnames(dis) < - cols
dis$UI < - ifelse(dis$UI == 'old', 'Old UI', 'New UI')
datatable(dis, caption='Popup Click Through Rates by Branch')< / code > < / pre >
2018-04-24 20:32:31 +03:00
< div id = "htmlwidget-5964ab14e3d6e6f02c3f" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-5964ab14e3d6e6f02c3f" > { "x" : { "filter" : "none" , "caption" : "<caption>Popup Click Through Rates by Branch<\/caption>" , "data" : [ [ "1" , "2" , "3" , "4" , "5" , "6" , "7" , "8" , "9" , "10" , "11" , "12" , "13" , "14" , "15" , "16" , "17" , "18" , "19" , "20" , "21" , "22" , "23" , "24" , "25" , "26" , "27" , "28" , "29" , "30" , "31" , "32" , "33" , "34" , "35" , "36" , "37" , "38" , "39" , "40" , "41" , "42" , "43" , "44" , "45" , "46" , "47" , "48" , "49" , "50" , "51" , "52" , "53" , "54" , "55" , "56" , "57" , "58" , "59" , "60" , "61" , "62" , "63" , "64" , "65" , "66" , "67" , "68" , "69" , "70" , "71" , "72" , "73" , "74" , "75" , "76" , "77" , "78" , "79" , "80" , "81" , "82" , "83" , "84" ] , [ "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "Old UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" , "New UI" ] , [ "vi" , "ro" , "sl" , "es-ES" , "lv" , "pl" , "sk" , "ko" , "ms" , "uk" , "cs" , "sr" , "es-MX" , "tr" , "de" , "hr" , "eu" , "el" , "it" , "ar" , "nl" , "zh-CN" , "hu" , "en-GB" , "ru" , "th" , "fa" , "bg" , "pt-PT" , "pt-BR" , "fr" , "ja" , "en-US" , "id" , "zh-TW" , "da" , "fi" , "nb-NO" , "vi" , "ro" , "es-ES" , "lv" , "pl" , "sk" , "ko" , "ms" , "uk" , "es-AR" , "cs" , "es-CL" , "bn-BD" , "sr" , "es-MX" , "tr" , "de" , "hi-IN" , "el" , "it" , "ar" , "nl" , "sv-SE" , "zh-CN" , "km" , "hu" , "ca" , "en-GB" , "ast" , "ru" , "th" , "bn-IN" , "lt" , "fa" , "bg" , "pt-PT" , "pt-BR" , "fr" , "ja" , "en-US" , "id" , "zh-TW" , "da" , "fi" , "he" , "nb-NO" ] , [ 133 , 224 , 1 , 3860 , 1 , 1492 , 170 , 279 , 2 , 92 , 385 , 82 , 3 , 622 , 4285 , 1 , 1 , 161 , 1260 , 637 , 514 , 4 , 456 , 1132 , 3957 , 3 , 1 , 177 , 1 , 1904 , 3697 , 725 , 25259 , 617 , 659 , 170 , 152 , 1 , 230 , 485 , 9401 , 1 , 3050 , 338 , 2 , 8 , 195 , 4 , 707 , 3 , 1 , 166 , 11 , 1251 , 8289 , 1 , 295 , 2460 , 1519 , 964 , 2 , 13 , 1 , 850 , 2 , 2317 , 1 , 7973 , 3 , 1 , 1 , 2 , 437 , 4 , 4299 , 7945 , 1439 , 58070 , 1580 , 1240 , 307 , 284 , 1 , 1 ] , [ 2356 , 5895 , 3 , 103745 , 1 , 61235 , 3845 , 6580 , 42 , 3458 , 11597 , 1878 , 51 , 14734 , 177708 , 3 , 1 , 3534 , 40374 , 7876 , 17284 , 65 , 13425 , 37295 , 92472 , 12 , 9 , 3341 , 20 , 104785 , 120441 , 21341 , 817055 , 16301 , 9852 , 3666 , 5155 , 3 , 4182 , 11350 , 227186 , 3 , 118388 , 7847 , 23 , 91 , 6395 , 66 , 23039 , 37 , 1 , 3871 , 144 , 29046 , 354731 , 4 , 6744 , 83633 , 19060 , 34500 , 28 , 238 , 2 , 24959 , 26 , 75917 , 1 , 189188 , 32 , 1 , 10 , 20 , 7207 , 51 , 215791 , 250222 , 40303 , 1709745 , 33968 , 17890 , 6788 , 10631 , 6 , 11 ] , [ 0.0565 , 0.038 , 0.3333 , 0.0372 , 1 , 0.0244 , 0.0442 , 0.0424 , 0.0476 , 0.0266 , 0.0332 , 0.0437 , 0.0588 , 0.0422 , 0.0241 , 0.3333 , 1 , 0.0456 , 0.0312 , 0.0809 , 0.0297 , 0.0615 , 0.034 , 0.0304 , 0.0428 , 0.25 , 0.1111 , 0.053 , 0.05 , 0.0182 , 0.0307 , 0.034 , 0.0309 , 0.0379 , 0.0669 , 0.0464 , 0.0295 , 0.3333 , 0.055 , 0.0427 , 0.0414 , 0.3333 , 0.0258 , 0.0431 , 0.087 , 0.0879 , 0.0305 , 0.0606 , 0.0307 , 0.0811 , 1 , 0.0429 , 0.0764 , 0.0431 , 0.0234 , 0.25 , 0.0437 , 0.0294 , 0.0797 , 0.0279 , 0.0714 , 0.0546 , 0.5 , 0.0341 , 0.0769 , 0.0305 , 1 , 0.0421 , 0.0938 , 1 , 0.1 , 0.1 , 0.0606 , 0.0784 , 0.0199 , 0.0318 , 0.0357 , 0.034 , 0.0465 , 0.0693 , 0.0452 , 0.0267 , 0.1667 , 0.0909 ] ] , "container" : "<table class=\"display\">\n <thead>\n <tr>\n <th> <\/th>\n <th>UI<\/th>\n <th>locale<\/th>\n <th>Clients that clicked<\/th>\n <th>Total Clients<\/th>\n <th>Click Through Rate<\/th>\n <\/tr>\n <\/thead>\n<\/table>" , "options" : { "searching" : true , "paging" : true , "info" : false , "columnDefs" : [ { "className" : "dt-right" , "targets" : [ 3 , 4 , 5 ] } , { "orderable" : false , "targets" : 0 } ] , "order" : [ ] , "autoWidth" : false , "orderClasses" : false } } , "evals" : [ ] , "jsHooks" : [ ] } < / script >
2018-04-24 17:43:27 +03:00
< hr / >
< / div >
< div id = "add-on-retention-2" class = "section level4" >
< h4 > Add-on Retention< / h4 >
< pre class = "r" > < code > setcolorder(addon_locale_retention, c('branch', 'locale', 'n_installed', 'n_total',
'n_retained', 'addon_retention_rate'))
dis < - addon_locale_retention[,.(branch, locale, n_retained, n_total, addon_retention_rate)]
cols < - c(" Branch" , " Locale" , " Retained" , " Total" , " Retention Rate" )
colnames(dis) < - cols
datatable(dis, caption = " Add-on Retention Rate by Branch, en-US locale" )< / code > < / pre >
2018-04-24 20:32:31 +03:00
< div id = "htmlwidget-a67422f197f41d71d5b6" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-a67422f197f41d71d5b6" > { " x " : { " f i l t e r " : " n o n e " , " c a p t i o n " : " < c a p t i o n > A d d - o n R e t e n t i o n R a t e b y B r a n c h , e n - U S l o c a l e < \ / c a p t i o n > " , " d a t a " : [ [ " 1 " , " 2 " , " 3 " , " 4 " , " 5 " , " 6 " , " 7 " , " 8 " , " 9 " , " 1 0 " , " 1 1 " , " 1 2 " , " 1 3 " , " 1 4 " , " 1 5 " , " 1 6 " , " 1 7 " , " 1 8 " , " 1 9 " , " 2 0 " , " 2 1 " , " 2 2 " , " 2 3 " , " 2 4 " , " 2 5 " , " 2 6 " , " 2 7 " , " 2 8 " , " 2 9 " , " 3 0 " , " 3 1 " , " 3 2 " , " 3 3 " , " 3 4 " , " 3 5 " , " 3 6 " , " 3 7 " , " 3 8 " , " 3 9 " , " 4 0 " , " 4 1 " , " 4 2 " , " 4 3 " , " 4 4 " , " 4 5 " , " 4 6 " , " 4 7 " , " 4 8 " , " 4 9 " , " 5 0 " , " 5 1 " , " 5 2 " , " 5 3 " , " 5 4 " , " 5 5 " , " 5 6 " , " 5 7 " , " 5 8 " , " 5 9 " , " 6 0 " , " 6 1 " , " 6 2 " , " 6 3 " , " 6 4 " , " 6 5 " , " 6 6 " , " 6 7 " , " 6 8 " , " 6 9 " , " 7 0 " , " 7 1 " , " 7 2 " , " 7 3 " , " 7 4 " , " 7 5 " , " 7 6 " , " 7 7 " , " 7 8 " , " 7 9 " , " 8 0 " ] , [ " l i n e a r - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " c o n t r o l " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " c o n t r o l " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " c o n t r o l " , " e n s e m b l e - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " l i n e a r - t a a r " , " c o n t r o l " , " l i n e a r - t a a r " , " e n s e m b l e - t a a r " , " e n s e m b l e - t a a r " , " c o n t r o l " , " c o n t r o l " , " c o n t r o l " , " l i n e a r - t a a r " , " c o n t r o l " ] , [ " i t " , " r u " , " d e " , " s r " , " f r " , " t r " , " e l " , " i d " , " e s - E S " , " c s " , " u k " , " f r " , " d a " , " h u " , " e n - U S " , " r o " , " d e " , " j a " , " j a " , " z h - T W " , " p t - B R " , " b g " , " a r " , " f r " , " e s - C L " , " v i " , " c s " , " r u " , " i t " , " p t - B R " , " e s - E S " , " n l " , " j a " , " i d " , " t h " , " r u " , " f i " , " v i " , " t r " , " p t - B R " , " p l " , " z h - C N " , " v i " , " e n - U S " , " c s " , " e s - E S " , " u k " , " e l " , " p l " , " z h - T W " , " d a " , " n l " , " b g " , " n l " , " s k " , " i t " , " d e " , " r o " , " e n - U S " , " h u " , " t r " , " h u " , " b g " , " i d " , " f i " , " p l " , " z h - T W " , " a r " , " e n - G B " , " s r " , " e n - G B " , " r o " , " u k " , " s k " , " a r " , " e n - G B " , " e l " , " s k " , " s r " , " e s - A R " ] , [ 3 8 5 , 2 5 0 1 , 1 6 4 8 , 3 6 , 1 6 9 0 , 3 4 7 , 5 1 , 3 6 9 , 1 2 7 6 , 1 8 9 , 8 8 , 1 4 4 7 , 8 9 , 1 5 7 , 1 3 5 1 0 , 9 2 , 2 2 2 9 , 2 1 7 , 3 5 3 , 1 5 3 , 9 7 6 , 5 3 , 3 3 4 , 2 4 3 5 , 0 , 2 5 , 9 9 , 1 7 4 3 , 5 8 2 , 8 0 9 , 1 0 2 3 , 1 7 8 , 2 7 4 , 3 4 0 , 2 , 1 9 9 8 , 2 0 , 4 4 , 1 8 0 , 1 4 7 2 , 9 3 8 , 3 , 1 8 , 9 5 0 4 , 1 5 0 , 2 1 0 1 , 7 5 , 9 0 , 6 6 2 , 1 5 6 , 3 2 , 1 8 6 , 5 5 , 2 3 8 , 4 1 , 6 2 6 , 2 0 6 7 , 9 9 , 1 0 0 9 4 , 2 1 5 , 3 3 4 , 2 5 2 , 6 2 , 2 4 1 , 5 7 , 5 3 9 , 2 5 0 , 1 3 6 , 4 7 2 , 3 2 , 5 3 1 , 1 2 8 , 3 7 , 7 3 , 2 6 6 , 5 7 6 , 6 8 , 6 4 , 1 9 , 3 ] , [ 4 3 7 , 2 6 9 4 , 1 7 6 8 , 4 8 , 1 8 2 9 , 3 7 5 , 5 6 , 4 0 0 , 1 3 5 1 , 1 9 7 , 1 0 4 , 1 5 9 1 , 9 1 , 1 7 3 , 1 4 5 1 5 , 9 9 , 2 3 6 4 , 2 5 0 , 3 9 0 , 1 6 3 , 1 0 5 3 , 5 6 , 3 5 8 , 2 5 5 1 , 2 , 3 2 , 1 0 9 , 1 9 5 0 , 6 2 4 , 8 6 5 , 1 0 9 8 , 2 0 3 , 2 9 7 , 3 7 8 , 3 , 2 1 7 2 , 2 1 , 4 5 , 2 0 6 , 1 5 5 0 , 9 8 5 , 4 , 1 9 , 1 0 3 6 8 , 1 5 7 , 2 2 3 6 , 8 4 , 1 0 4 , 7 1 0 , 1 6 9 , 3 5 , 2 0 3 , 5 8 , 2 4 9 , 4 5 , 6 6 8 , 2 2 1 2 , 1 0 0 , 1 0 8 6 3 , 2 3 6 , 3 7 2 , 2 6 6 , 7 1 , 2 6 4 , 5 8 , 5 8 1 , 2 6 0 , 1 5 0 , 5 1 4 , 3 4 , 5 8 0 , 1 3 6 , 4 3 , 8 1 , 2 8 3 , 6 3 0 , 7 3 , 6 6 , 2 4 , 4 ] , [ 0 . 8 8 1 0 0 6 8 6 4 9 8 9 , 0 . 9 2 8 3 5 9 3 1 7 0 0 1 , 0 . 9 3 2 1 2 6 6 9 6 8 3 3 , 0 . 7 5 , 0 . 9 2 4 0 0 2 1 8 6 9 8 7 , 0 . 9 2 5 3 3 3 3 3 3 3 3 3 , 0 . 9 1 0 7 1 4 2 8 5 7 1 4 , 0 . 9 2 2 5 , 0 . 9 4 4 4 8 5 5 6 6 2 4 7 , 0 . 9 5 9 3 9 0 8 6 2 9 4 4 , 0 . 8 4 6 1 5 3 8 4 6 1 5 4 , 0 . 9 0 9 4 9 0 8 8 6 2 3 5 , 0 . 9 7 8 0 2 1 9 7 8 0 2 2 , 0 . 9 0 7 5 1 4 4 5 0 8 6 7 , 0 . 9 3 0 7 6 1 2 8 1 4 3 3 , 0 . 9 2 9 2 9 2 9 2 9 2 9 3 , 0 . 9 4 2 8 9 3 4 0 1 0 1 5 , 0 . 8 6 8 , 0 . 9 0 5 1 2 8 2 0 5 1 2 8 , 0 . 9 3 8 6 5 0 3 0 6 7 4 8 , 0 . 9 2 6 8 7 5 5 9 3 5 4 2 , 0 . 9 4 6 4 2 8 5 7 1 4 2 9 , 0 . 9 3 2 9 6 0 8 9 3 8 5 5 , 0 . 9 5 4 5 2 7 6 3 6 2 2 1 , 0 , 0 . 7 8 1 2 5 , 0 . 9 0 8 2 5 6 8 8 0 7 3 4 , 0 . 8 9 3 8 4 6 1 5 3 8 4 6 , 0 . 9 3 2 6 9 2 3 0 7 6 9 2 , 0 . 9 3 5 2 6 0 1 1 5 6 0 7 , 0 . 9 3 1 6 9 3 9 8 9 0 7 1 , 0 . 8 7 6 8 4 7 2 9 0 6 4 , 0 . 9 2 2 5 5 8 9 2 2 5 5 9 , 0 . 8 9 9 4 7 0 8 9 9 4 7 1 , 0 . 6 6 6 6 6 6 6 6 6 6 6 7 , 0 . 9 1 9 8 8 9 5 0 2 7 6 2 , 0 . 9 5 2 3 8 0 9 5 2 3 8 1 , 0 . 9 7 7 7 7 7 7 7 7 7 7 8 , 0 . 8 7 3 7 8 6 4 0 7 7 6 7 , 0 . 9 4 9 6 7 7 4 1 9 3 5 5 , 0 . 9 5 2 2 8 4 2 6 3 9 5 9 , 0 . 7 5 , 0 . 9 4 7 3 6 8 4 2 1 0 5 3 , 0 . 9 1 6 6 6 6 6 6 6 6 6 7 , 0 . 9 5 5 4 1 4 0 1 2 7 3 9 , 0 . 9 3 9 6 2 4 3 2 9 1 5 9 , 0 . 8 9 2 8 5 7 1 4 2 8 5 7 , 0 . 8 6 5 3 8 4 6 1 5 3 8 5 , 0 . 9 3 2 3 9 4 3 6 6 1 9 7 , 0 . 9 2 3 0 7 6 9 2 3 0 7 7 , 0 . 9 1 4 2 8 5 7 1 4 2 8 6 , 0 . 9 1 6 2 5 6 1 5 7 6 3 5 , 0 . 9 4 8 2 7 5 8 6 2 0 6 9 , 0 . 9 5 5 8 2 3 2 9 3 1 7 3 , 0 . 9 1 1 1 1 1 1 1 1 1 1 1 , 0 . 9 3 7 1 2 5 7 4 8 5 0 3 , 0 . 9 3 4 4 4 8 4 6 2 9 2 9 , 0 . 9 9 , 0 . 9 2 9 2 0 9 2 4 2 3 8 2 , 0 . 9 1 1 0 1 6 9 4 9 1 5 3 , 0 . 8 9 7 8 4 9 4 6 2 3 6 6 , 0 . 9 4 7 3 6 8 4 2 1 0 5 3 , 0 . 8 7 3 2 3 9 4 3 6 6 2 , 0 . 9 1 2 8 7 8 7 8 7 8 7 9 , 0 . 9 8 2 7 5 8 6 2 0 6 9 , 0 . 9 2 7 7 1 0 8 4 3 3 7 3 , 0 . 9 6 1 5 3 8 4 6 1 5 3 8 , 0 . 9 0 6 6 6 6 6 6 6 6 6 7 , 0 . 9 1 8 2 8 7 9 3 7 7 4 3 , 0 . 9 4 1 1 7 6 4 7 0 5 8 8 , 0 . 9 1 5 5 1 7 2 4 1 3 7 9 , 0 . 9 4 1 1 7 6 4 7 0 5 8 8 , 0 . 8 6 0 4 6 5 1 1 6 2 7 9 , 0 . 9 0 1 2 3 4 5 6 7 9 0 1 , 0 . 9 3 9 9 2 9 3 2 8 6 2 2 , 0 . 9 1 4 2 8 5 7 1 4 2 8 6 , 0 . 9 3 1 5 0 6 8 4 9 3 1 5 , 0 . 9 6 9 6 9 6 9 6 9 6 9 7 , 0 . 7 9 1 6 6 6 6 6 6 6 6 7 , 0 . 7 5 ] ] , " c o n t a i n e r " : " < t a b l e c l a s s = \ " d i s p l a y \ " > \ n < t h e a d > \ n < t r > \ n < t h > < \ / t h > \ n < t h > B r a n c h < \ / t h > \ n < t h > L o c a l e < \ / t h > \ n < t h > R e t a i n e d < \ / t h > \ n < t h > T o t a l < \ / t h > \ n < t h > R e t e n t i o n R a t e < \ / t h > \ n < \ / t r > \ n < \ / t h e a d > \ n < \ / t a b l e > " , " o p
2018-04-24 17:43:27 +03:00
< pre class = "r" > < code > result < - NULL
for (i in unique(addon_locale_retention$locale)) {
r < - tryCatch({
get_results_table(p = prop.test.by.branch(addon_locale_retention[locale == i],
'n_retained',
'n_total'))[,c('Locale'):=(i)]
}, error = function(e) {
NULL
})
if(is.null(r)) next
if (is.null(result)) {
result < - r
} else {
result < - funion(result, r)
}
}
setcolorder(result, c(" Test" , " Locale" , " Effect" , " lower95" , " upper95" , " Pvalue" ))
datatable(result, caption='Significance Test Results For Add-on Retention Rate')< / code > < / pre >
2018-04-24 20:32:31 +03:00
< div id = "htmlwidget-e762638983be9ef7eaad" style = "width:100%;height:auto;" class = "datatables html-widget" > < / div >
< script type = "application/json" data-for = "htmlwidget-e762638983be9ef7eaad" > { " x " : { " f i l t e r " : " n o n e " , " c a p t i o n " : " < c a p t i o n > S i g n i f i c a n c e T e s t R e s u l t s F o r A d d - o n R e t e n t i o n R a t e < \ / c a p t i o n > " , " d a t a " : [ [ " 1 " , " 2 " , " 3 " , " 4 " , " 5 " , " 6 " , " 7 " , " 8 " , " 9 " , " 1 0 " , " 1 1 " , " 1 2 " , " 1 3 " , " 1 4 " , " 1 5 " , " 1 6 " , " 1 7 " , " 1 8 " , " 1 9 " , " 2 0 " , " 2 1 " , " 2 2 " , " 2 3 " , " 2 4 " , " 2 5 " , " 2 6 " , " 2 7 " , " 2 8 " , " 2 9 " , " 3 0 " , " 3 1 " , " 3 2 " , " 3 3 " , " 3 4 " , " 3 5 " , " 3 6 " , " 3 7 " , " 3 8 " , " 3 9 " , " 4 0 " , " 4 1 " , " 4 2 " , " 4 3 " , " 4 4 " , " 4 5 " , " 4 6 " , " 4 7 " , " 4 8 " , " 4 9 " , " 5 0 " , " 5 1 " , " 5 2 " , " 5 3 " , " 5 4 " ] , [ " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " , " E n s e m b l e v s . C o n t r o l " , " E n s e m b l e v s . L i n e a r " ] , [ " i t " , " i t " , " r u " , " r u " , " d e " , " d e " , " s r " , " s r " , " f r " , " f r " , " t r " , " t r " , " e l " , " e l " , " i d " , " i d " , " e s - E S " , " e s - E S " , " c s " , " c s " , " u k " , " u k " , " d a " , " d a " , " h u " , " h u " , " e n - U S " , " e n - U S " , " r o " , " r o " , " j a " , " j a " , " z h - T W " , " z h - T W " , " p t - B R " , " p t - B R " , " b g " , " b g " , " a r " , " a r " , " e s - C L " , " e s - C L " , " v i " , " v i " , " n l " , " n l " , " f i " , " f i " , " p l " , " p l " , " s k " , " s k " , " e n - G B " , " e n - G B " ] , [ - 0 . 0 0 4 4 3 3 , 0 . 0 5 1 6 8 5 , - 0 . 0 3 4 5 1 3 , - 0 . 0 2 6 0 4 3 , - 0 . 0 0 8 4 4 5 , 0 . 0 0 2 3 2 2 , 0 . 1 9 1 1 7 6 , 0 . 1 4 9 5 1 , - 0 . 0 3 0 5 2 5 , 0 . 0 1 4 5 1 1 , 0 . 0 2 7 4 8 4 , 0 . 0 5 1 5 4 7 , - 0 . 0 6 6 1 2 2 , - 0 . 0 4 5 3 3 , 0 . 0 2 3 0 2 9 , 0 . 0 0 9 6 2 1 , - 0 . 0 0 7 9 3 , - 0 . 0 1 2 7 9 2 , 0 . 0 0 3 9 7 7 , 0 . 0 5 1 1 3 4 , 0 . 0 4 6 7 0 3 , 0 . 0 3 2 3 9 2 , n u l l , 0 . 0 6 3 7 3 6 , 0 . 0 3 6 3 5 1 , 0 . 0 3 9 8 5 4 , - 0 . 0 0 1 5 5 2 , 0 . 0 1 2 5 4 3 , 0 . 0 4 8 8 2 4 , 0 . 0 6 0 7 0 7 , 0 . 0 1 7 4 3 1 , 0 . 0 5 4 5 5 9 , - 0 . 0 2 2 8 8 8 , 0 . 0 1 5 5 7 3 , - 0 . 0 2 2 8 0 2 , - 0 . 0 0 8 3 8 5 , 0 . 0 7 5 0 3 6 , 0 . 0 0 1 8 4 7 , 0 . 0 0 6 9 6 8 , 0 . 0 3 3 2 6 3 , n u l l , n u l l , - 0 . 0 3 0 4 0 9 , 0 . 1 6 6 1 1 8 , - 0 . 0 3 9 5 6 7 , 0 . 0 3 9 4 0 9 , n u l l , 0 . 0 3 0 3 7 8 , 0 . 0 1 9 8 9 , 0 . 0 2 4 5 7 3 , - 0 . 0 6 8 4 6 2 , - 0 . 0 0 9 8 7 7 , 0 . 0 0 4 0 0 2 , 0 . 0 0 2 7 7 1 ] , [ - 0 . 0 3 2 9 1 5 , 0 . 0 1 3 5 7 4 , - 0 . 0 5 1 7 4 1 , - 0 . 0 4 4 3 4 2 , - 0 . 0 2 2 8 0 6 , - 0 . 0 1 3 8 0 2 , 0 . 0 2 0 2 4 3 , - 0 . 0 6 6 7 3 4 , - 0 . 0 4 5 5 8 4 , - 0 . 0 0 4 6 8 4 , - 0 . 0 1 5 8 7 4 , - 0 . 0 0 4 7 9 , - 0 . 1 6 5 3 0 3 , - 0 . 1 5 8 4 6 9 , - 0 . 0 1 9 6 1 3 , - 0 . 0 3 6 4 6 3 , - 0 . 0 2 6 5 0 1 , - 0 . 0 3 2 8 9 8 , - 0 . 0 4 2 4 5 , - 0 . 0 1 6 7 8 9 , - 0 . 0 5 9 8 8 6 , - 0 . 1 0 8 0 7 4 , 0 . 9 1 5 3 2 9 , - 0 . 0 5 3 5 5 6 , - 0 . 0 1 2 8 0 9 , - 0 . 0 1 5 7 4 7 , - 0 . 0 0 7 9 8 2 , 0 . 0 0 5 2 6 7 , - 0 . 0 0 3 9 4 5 , - 0 . 0 0 3 4 7 2 , - 0 . 0 2 7 6 0 5 , - 0 . 0 0 0 9 3 8 , - 0 . 0 7 1 5 0 8 , - 0 . 0 4 4 9 6 1 , - 0 . 0 4 2 7 2 3 , - 0 . 0 3 2 1 5 6 , - 0 . 0 3 6 7 3 9 , - 0 . 0 8 2 0 1 6 , - 0 . 0 3 4 1 1 , - 0 . 0 2 6 , 0 , 0 , - 0 . 1 7 0 0 7 1 , - 0 . 0 5 0 7 4 2 , - 0 . 0 8 9 9 0 2 , - 0 . 0 2 4 6 4 , 0 . 8 9 5 3 6 6 , - 0 . 0 9 7 0 4 8 , - 0 . 0 0 4 0 8 7 , - 0 . 0 0 1 7 0 7 , - 0 . 1 5 9 2 2 8 , - 0 . 1 2 5 2 7 5 , - 0 . 0 2 9 9 9 2 , - 0 . 0 3 1 8 2 2 ] , [ 0 . 0 2 4 0 4 8 , 0 . 0 8 9 7 9 7 , - 0 . 0 1 7 2 8 6 , - 0 . 0 0 7 7 4 5 , 0 . 0 0 5 9 1 7 , 0 . 0 1 8 4 4 6 , 0 . 3 6 2 1 1 , 0 . 3 6 5 7 5 3 , - 0 . 0 1 5 4 6 7 , 0 . 0 3 3 7 0 7 , 0 . 0 7 0 8 4 1 , 0 . 1 0 7 8 8 4 , 0 . 0 3 3 0 5 8 , 0 . 0 6 7 8 0 9 , 0 . 0 6 5 6 7 1 , 0 . 0 5 5 7 0 5 , 0 . 0 1 0 6 4 , 0 . 0 0 7 3 1 4 , 0 . 0 5 0 4 0 4 , 0 . 1 1 9 0 5 7 , 0 . 1 5 3 2 9 2 , 0 . 1 7 2 8 5 8 , 0 . 9 9 6 1 8 4 , 0 . 1 8 1 0 2 9 , 0 . 0 8 5 5 1 2 , 0 . 0 9 5 4 5 5 , 0 . 0 0 4 8 7 8 , 0 . 0 1 9 8 1 8 , 0 . 1 0 1 5 9 2 , 0 . 1 2 4 8 8 6 , 0 . 0 6 2 4 6 6 , 0 . 1 1 0 0 5 6 , 0 . 0 2 5 7 3 2 , 0 . 0 7 6 1 0 8 , - 0 . 0 0 2 8 8 1 , 0 . 0 1 5 3 8 7 , 0 . 1 8 6 8 1 2 , 0 . 0 8 5 7 1 , 0 . 0 4 8 0 4 7 , 0 . 0 9 2 5 2 5 , 0 . 8 0 2 1 3 2 , 0 . 8 0 2 1 3 2 , 0 . 1 0 9 2 5 2 , 0 . 3 8 2 9 7 8 , 0 . 0 1 0 7 6 7 , 0 . 1 0 3 4 5 8 , 0 . 9 9 9 0 9 9 , 0 . 1 5 7 8 0 3 , 0 . 0 4 3 8 6 7 , 0 . 0 5 0 8 5 4 , 0 . 0 2 2 3 0 4 , 0 . 1 0 5 5 2 2 , 0 . 0 3 7 9 9 7 , 0 . 0 3 7 3 6 3 ] , [ 0 . 8 3 3 6 0 6 , 0 . 0 0 5 0 1 3 , 4 . 4 e - 0 5 , 0 . 0 0 4 6 7 7 , 0 . 2 5 8 7 3 8 , 0 . 8 1 9 6 8 , 0 . 0 4 8 9 7 8 , 0 . 1 8 9 4 3 5 , 2 . 8 e - 0 5 , 0 . 1 4 0 4 2 6 , 0 . 2 3 2 3 0 4 , 0 . 0 5 7 7 2 9 , 0 . 2 4 9 1 8 3 , 0 . 5 5 5 7 1 1 , 0 . 3 1 5 8 1 , 0 . 7 6 5 0 5 8 , 0 . 4 1 7 9 5 2 , 0 . 2 1 9 3 8 , 1 , 0 . 1 1 7 1 6 1 , 0 . 4 7 0 5 4 9 , 0 . 8 0 6 6 4 8 , 0 , 0 . 2 5 7 5 9 7 , 0 . 1 5 5 4 3 2 , 0 . 1 5 4 5 6 6 , 0 . 6 4 9 1 7 7 , 0 . 0 0 0 6 6 7 , 0 . 1 1 1 5 4 8 , 0 . 0 6 8 9 2 1 , 0 . 5 0 5 8 7 3 , 0 . 0 5 0 5 4 7 , 0 . 3 9 8 6 3 1 , 0 . 7 3 1 9 8 4 , 0 . 0 1 9 8 9 2 , 0 . 5 2 9 3 9 4 , 0 . 2 4 8 1 2 9 , 1 , 0 . 8 4 5 , 0 . 2 7 9 4 3 7 , 0 . 4 7 9 5 , 0 . 4 7 9 5 , 1 , 0 . 2 3 8 4 1 2 , 0 . 1 2 3 6 5 3 , 0 . 2 5 3 9 7 9 , 0 , 1 , 0 . 0 9 9 0 5 3 , 0 . 0 5 5 3 6 1 , 0 . 1 9 0 0 5 5 , 1 , 0 . 8 9 2 0 8 2 , 0 . 9 5 5 3 8 7 ] ] , " c o n t a i n e r " : " < t a b l e c l a s s = \ " d i s p l a y \ " > \ n < t h e a d > \ n < t r > \ n < t h > < \ / t h > \ n < t h > T e s t < \ / t h > \ n < t h > L o c a l e < \ / t h > \ n < t h > E f f e c t < \ / t h > \ n < t h > l o w e r 9 5 < \ / t h > \ n < t h > u p p e r 9 5 < \ / t h > \ n
2018-04-24 17:43:27 +03:00
< p > < br > < br > < br > < br > < br > < br > < br > < br > < br > < / p >
< / div >
< / div >
< / div >
< / div >
< / div >
< script >
// add bootstrap table styles to pandoc tables
function bootstrapStylePandocTables() {
$('tr.header').parent('thead').parent('table').addClass('table table-condensed');
}
$(document).ready(function () {
bootstrapStylePandocTables();
});
< / script >
<!-- dynamically load mathjax for compatibility with self - contained -->
< script >
(function () {
var script = document.createElement("script");
script.type = "text/javascript";
script.src = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
document.getElementsByTagName("head")[0].appendChild(script);
})();
< / script >
< / body >
< / html >
