Twitter account analysis
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a,b=n.timers,c=0;for(hb=n.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||n.fx.stop(),hb=void 0},n.fx.timer=function(a){n.timers.push(a),a()?n.fx.start():n.timers.pop()},n.fx.interval=13,n.fx.start=function(){ib||(ib=a.setInterval(n.fx.tick,n.fx.interval))},n.fx.stop=function(){a.clearInterval(ib),ib=null},n.fx.speeds={slow:600,fast:200,_default:400},n.fn.delay=function(b,c){return b=n.fx?n.fx.speeds[b]||b:b,c=c||"fx",this.queue(c,function(c,d){var e=a.setTimeout(c,b);d.stop=function(){a.clearTimeout(e)}})},function(){var a,b=d.createElement("input"),c=d.createElement("div"),e=d.createElement("select"),f=e.appendChild(d.createElement("option"));c=d.createElement("div"),c.setAttribute("className","t"),c.innerHTML=" <link/><table></table><a href='/a'>a</a><input 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) 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// 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 = {
w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
};
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">.dt-crosstalk-fade {
opacity: 0.2;
}
html body div.DTS div.dataTables_scrollBody {
background: none;
}
</style>
<script>(function() {
// 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;
var cell = $(thiz.api().cell(row, col).node());
cell.html(prefix + cell.html() + 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;
$(thiz.api().cell(row, col).node())
.html(markInterval(d, digits, interval, mark, decMark, true));
};
DTWidget.formatDate = function(thiz, row, data, col, method, params) {
var d = data[col];
if (d === null) return;
// (new Date('2015-10-28')).toDateString() may return 2015-10-27 because the
// actual time created could be like 'Tue Oct 27 2015 19:00:00 GMT-0500 (CDT)',
// i.e. the date-only string is treated as UTC time instead of local time
if ((method === 'toDateString' || method === 'toLocaleDateString') && /^\d{4,}\D\d{2}\D\d{2}$/.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('&nbsp;');
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('&nbsp;');
// 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) $table.prepend(data.caption);
if (!data.selection) data.selection = {
mode: 'none', selected: null, target: 'row'
};
if (HTMLWidgets.shinyMode && data.selection.mode !== 'none' &&
data.selection.target === 'row+column') {
if ($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);
var data = json.data;
if (!colReorderEnabled()) return data;
var table = $table.DataTable(), order = table.colReorder.order(), flag = true, i, j, row;
for (i = 0; i < order.length; ++i) if (order[i] !== i) flag = false;
if (flag) return data;
for (i = 0; i < data.length; ++i) {
row = data[i].slice();
for (j = 0; j < order.length; ++j) data[i][j] = row[order[j]];
}
return data;
};
}
var thiz = this;
if (instance.fillContainer) $table.on('init.dt', function(e) {
thiz.fillAvailableHeight(el, $(el).innerHeight());
});
// If the page contains serveral datatables and one of which enables colReorder,
// the table.colReorder.order() function will exist but throws error when called.
// So it seems like the only way to know if colReorder is enabled or not is to
// check the options.
var colReorderEnabled = function() { return "colReorder" in options; };
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) {
var matches = keysToMatches(e.value);
// persistent selection with plotly (& leaflet)
var ctOpts = crosstalk.var("plotlyCrosstalkOpts").get() || {};
if (ctOpts.persistent === true) {
var matches = $.extend(matches, $table[0].ctselect);
}
$table[0].ctselect = matches;
table.draw();
} else {
if ($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));
filter[0].selectize.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, isoFmt) {
d = scaleBack(d, scale);
if (type === 'number') return d;
if (type === 'integer') return parseInt(d);
var x = new Date(+d);
var fmt = ('filterDateFmt' in data) ? data.filterDateFmt[i] : undefined;
if (fmt !== undefined && isoFmt === false) return x[fmt.method].apply(x, fmt.params);
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;
})();
var updateSliderText = function(v1, v2) {
$span1.text(formatDate(v1, false)); $span2.text(formatDate(v2, false));
};
updateSliderText(r1, 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 {
$input.attr('title', '').val('');
}
updateSliderText(val[0], val[1]);
if (e.type === 'slide') return; // no searching when sliding only
if (server) {
table.column(i).search($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;
var i_data = function(i) {
if (!colReorderEnabled()) return i;
var order = table.colReorder.order(), k;
for (k = 0; k < order.length; ++k) if (order[k] === i) return k;
return i; // in theory it will never be here...
}
v = data[i_data(i)];
if (type === 'number' || type === 'integer') {
v = parseFloat(v);
// 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(v);
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(v, r)) return true;
} else if (type === 'logical') {
if (r.length === 0) return true;
if (inArray(v === '' ? 'na' : v, 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, row, column, or all cells
if (data.editable) table.on('dblclick.dt', 'tbody td', function(e) {
// only bring up the editor when the cell itself is dbclicked, and ignore
// other dbclick events bubbled up (e.g. from the <input>)
if (e.target !== this) return;
var target = [], immediate = false;
switch (data.editable.target) {
case 'cell':
target = [this];
immediate = true; // edit will take effect immediately
break;
case 'row':
target = table.cells(table.cell(this).index().row, '*').nodes();
break;
case 'column':
target = table.cells('*', table.cell(this).index().column).nodes();
break;
case 'all':
target = table.cells().nodes();
break;
default:
throw 'The editable parameter must be "cell", "row", "column", or "all"';
}
var disableCols = data.editable.disable ? data.editable.disable.columns : null;
for (var i = 0; i < target.length; i++) {
(function(cell, current) {
var $cell = $(cell), html = $cell.html();
var _cell = table.cell(cell), value = _cell.data();
var $input = $('<input type="text">'), changed = false;
if (!immediate) {
$cell.data('input', $input).data('html', html);
$input.attr('title', 'Hit Ctrl+Enter to finish editing, or Esc to cancel');
}
$input.val(value);
if (disableCols && inArray(_cell.index().column, disableCols)) {
$input.attr('readonly', '').css('filter', 'invert(25%)');
}
$cell.empty().append($input);
if (cell === current) $input.focus();
$input.css('width', '100%');
if (immediate) $input.on('change', function() {
changed = true;
var valueNew = $input.val();
if (valueNew != value) {
_cell.data(valueNew);
if (HTMLWidgets.shinyMode) {
changeInput('cell_edit', [cellInfo(cell)], 'DT.cellInfo', null, {priority: "event"});
}
// for server-side processing, users have to call replaceData() to update the table
if (!server) table.draw(false);
} else {
$cell.html(html);
}
$input.remove();
}).on('blur', function() {
if (!changed) $input.trigger('change');
}).on('keyup', function(e) {
// hit Escape to cancel editing
if (e.keyCode === 27) $input.trigger('blur');
});
// bulk edit (row, column, or all)
if (!immediate) $input.on('keyup', function(e) {
var removeInput = function($cell, restore) {
$cell.data('input').remove();
if (restore) $cell.html($cell.data('html'));
}
if (e.keyCode === 27) {
for (var i = 0; i < target.length; i++) {
removeInput($(target[i]), true);
}
} else if (e.keyCode === 13 && e.ctrlKey) {
// Ctrl + Enter
var cell, $cell, _cell, cellData = [];
for (var i = 0; i < target.length; i++) {
cell = target[i]; $cell = $(cell); _cell = table.cell(cell);
_cell.data($cell.data('input').val());
HTMLWidgets.shinyMode && cellData.push(cellInfo(cell));
removeInput($cell, false);
}
if (HTMLWidgets.shinyMode) {
changeInput('cell_edit', cellData, 'DT.cellInfo', null, {priority: "event"});
}
if (!server) table.draw(false);
}
});
})(target[i], this);
}
});
// 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, opts) {
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 (event !== 'cell_edit' && shinyData.hasOwnProperty(id) && shinyData[id] === JSON.stringify(value))
return;
shinyData[id] = JSON.stringify(value);
if (HTMLWidgets.shinyMode) {
Shiny.setInputValue(id, value, opts);
if (!instance.clearInputs[id]) instance.clearInputs[id] = function() {
Shiny.setInputValue(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 = $.makeArray(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 = $.makeArray(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.hideCols = function(hide, reset) {
if (reset) table.columns().visible(true, false);
table.columns(hide).visible(false);
}
methods.showCols = function(show, reset) {
if (reset) table.columns().visible(false, false);
table.columns(show).visible(true);
}
methods.colReorder = function(order, origOrder) {
table.colReorder.order(order, origOrder);
}
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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table.dataTable tr.selected td, table.dataTable td.selected {
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visibility: hidden;
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DataTables 1.10.16
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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">&#x2026;</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,"&lt;").replace(/>/g,"&gt;").replace(/"/g,
"&quot;"):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,
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//# sourceMappingURL=crosstalk.min.js.map</script>
<style type="text/css">
/*
Dashboard CSS from Keen IO Dashboards
(https://github.com/keen/dashboards)
*/
body {
background: #f2f2f2;
padding: 60px 0 0 8px; /* padding-top overridden by theme */
}
body hr {
border-color: #d7d7d7;
margin: 10px 0;
}
.navbar-inverse .navbar-nav > li > a,
.navbar .navbar-brand {
text-decoration: none;
}
.navbar-logo {
margin-top: 1px;
}
.navbar-logo img {
margin-right: 12px;
}
.navbar-author {
margin-left: 10px;
font-size: 15px;
}
.navbar .dropdown-menu .fa {
min-width: 20px;
}
.navbar .dropdown-menu {
min-width: 150px;
max-height: 500px;
overflow: auto;
}
.chart-wrapper,
.nav-tabs-custom,
.sbframe-commentary
{
background: #fff;
border: 1px solid #e2e2e2;
border-radius: 3px;
margin-bottom: 8px;
margin-right: 8px;
}
.chart-title {
border-bottom: 1px solid #d7d7d7;
color: #666;
font-size: 14px;
font-weight: 300;
padding: 7px 10px 4px;
}
.chart-wrapper .chart-title:empty {
display: none;
}
.chart-wrapper .chart-stage {
overflow: hidden;
padding: 5px 10px;
position: relative;
}
.chart-wrapper .chart-notes {
background: #fbfbfb;
border-top: 1px solid #e2e2e2;
color: #808080;
font-size: 12px;
padding: 8px 10px 5px;
}
/*
CSS for handling flexbox layout
*/
#dashboard-container {
visibility: hidden;
}
.tab-content>.dashboard-page-wrapper.active {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
}
.dashboard-page-wrapper {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: vertical;
-webkit-box-direction: normal;
-webkit-flex-direction: column;
-ms-flex-direction: column;
flex-direction: column;
}
.dashboard-row-orientation {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: vertical;
-webkit-box-direction: normal;
-webkit-flex-direction: column;
-ms-flex-direction: column;
flex-direction: column;
}
.dashboard-row {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: horizontal;
-webkit-box-direction: normal;
-webkit-flex-direction: row;
-ms-flex-direction: row;
flex-direction: row;
}
.dashboard-row-flex {
-webkit-box-flex: 1;
-webkit-flex: 1;
-ms-flex: 1;
flex: 1;
}
.dashboard-column-orientation {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: horizontal;
-webkit-box-direction: normal;
-webkit-flex-direction: row;
-ms-flex-direction: row;
flex-direction: row;
}
.dashboard-column {
-webkit-box-flex: 1;
-webkit-flex: 1;
-ms-flex: 1;
flex: 1;
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: vertical;
-webkit-box-direction: normal;
-webkit-flex-direction: column;
-ms-flex-direction: column;
flex-direction: column;
}
.chart-wrapper-flex {
-webkit-box-flex: 1;
-webkit-flex: 1;
-ms-flex: 1;
flex: 1;
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
-webkit-box-orient: vertical;
-webkit-box-direction: normal;
-webkit-flex-direction: column;
-ms-flex-direction: column;
flex-direction: column;
}
.chart-stage-flex {
-webkit-box-flex: 1;
-webkit-flex: 1;
-ms-flex: 1;
flex: 1;
position: relative;
}
.chart-shim {
position: absolute;
left: 8px; top: 8px; right: 8px; bottom: 8px;
}
.no-padding .chart-shim {
left: 0; top: 0; right: 0; bottom: 0;
}
.flowing-content-shim {
overflow: auto;
left: 0; top: 0; right: 0; bottom: 0;
padding-left: 8px;
padding-right: 8px;
}
.flowing-content-container {
padding-top: 8px;
padding-bottom: 8px;
}
.chart-stage .table-bordered {
border: none;
}
.chart-stage .table-bordered > tbody > tr > th,
.chart-stage .table-bordered > tfoot > tr > th,
.chart-stage .table-bordered > tbody > tr > td,
.chart-stage .table-bordered > tfoot > tr > td {
border: none;
}
.chart-stage .table-bordered > tbody > tr > td {
border-top: 1px solid #dddddd;
}
.chart-stage .table-bordered > thead > tr > th {
border: none;
border-bottom: 2px solid #dddddd;
}
.bootstrap-table table>thead {
background-color: #fff;
}
.bootstrap-table table.data,
.bootstrap-table table.shiny-table {
width: inherit !important;
}
.bootstrap-table table.data>tbody>tr>th,
.bootstrap-table table.shiny-table>tbody>tr>th {
border-top: none;
border-bottom: 2px solid #dddddd;
padding: 5px;
}
.bootstrap-table .data td[align=right] {
font-family: inherit;
}
.chart-wrapper form {
padding-left: 5px;
padding-right: 5px;
}
.shiny-input-container label {
font-weight: normal;
}
.chart-stage .html-widget {
width: 100% !important;
height: 100% !important;
}
.chart-stage .html-widget-static-bound {
width: 100% !important;
height: 100% !important;
}
.chart-stage .shiny-bound-output {
width: 100% !important;
height: 100% !important;
}
/* Omit display of empty paragraphs */
.chart-shim>p:empty {
display: none;
}
.chart-stage>p:empty {
display: none;
}
/* Omit display of special knitr options div*/
.chart-stage .knitr-options {
display: none;
}
/* Automatically resizing images */
.image-container {
position: absolute;
top: 0;
left: 0;
right: 0;
bottom: 0;
margin: 0;
}
.image-container img {
opacity: 0;
overflow: hidden;
}
/* Value box */
.value-box {
border-radius: 2px;
position: relative;
display: block;
margin-right: 8px;
margin-bottom: 8px;
box-shadow: 0 1px 1px rgba(0, 0, 0, 0.1);
}
.value-box > .inner {
padding: 10px;
padding-left: 20px;
padding-right: 20px;
}
.value-box .value {
font-size: 38px;
font-weight: bold;
margin: 0 0 3px 0;
white-space: nowrap;
padding: 0;
}
.value-box .caption {
font-size: 15px;
}
.value-box .caption > small {
display: block;
font-size: 13px;
margin-top: 5px;
}
.value-box .icon i {
position: absolute;
top: 15px;
right: 15px;
font-size: 80px;
color: rgba(0, 0, 0, 0.15);
}
.linked-value:hover {
cursor: pointer;
}
.value-box.linked-value:hover {
box-shadow: 0 2px 2px rgba(0, 0, 0, 0.3);
}
/* STORYBOARD */
.storyboard-nav button {
background: transparent;
border: 0;
opacity: .3;
outline: none;
padding: 0;
}
.storyboard-nav button:hover,
.storyboard-nav button:hover {
opacity: .5;
}
.storyboard-nav button:disabled,
.storyboard-nav button:disabled {
opacity: .1;
}
.storyboard-nav .sbnext,
.storyboard-nav .sbprev {
float: left;
width: 2%;
height: 120px;
font-size: 50px;
}
.storyboard-nav .sbprev {
text-align: left;
width: 2%;
}
.storyboard-nav .sbnext {
float: right;
text-align: right;
margin-right: 8px;
}
.storyboard-nav .sbframelist {
margin: 0 auto;
width: 94%;
height: 120px;
overflow: hidden;
text-shadow: none;
margin-bottom: 8px;
}
.storyboard-nav .sbframelist ul {
list-style: none;
margin: 0;
padding: 0;
height: 100%;
}
.storyboard-nav .sbframelist ul li {
float: left;
width: 270px;
height: 100%;
padding: 10px 10px 10px 10px;
margin-right: 8px;
background: #fff;
border: 1px solid #e2e2e2;
border-radius: 3px;
color: #3a3c47;
text-align: left;
font-size: 14px;
cursor: pointer;
}
.storyboard-nav .sbframelist ul li:last-child {
margin-right: 0px;
}
.storyboard-nav .sbframelist ul li.active {
color: #fff;
background: #B8B8B8;
}
.sbframe-commentary {
width: 300px;
background: #fbfbfb;
font-size: 14px;
}
.sbframe-commentary ul {
padding-left: 22px;
}
.sbframe.active {
display: flex;
}
.sbframe:not(.active) {
display: none;
}
/* NAV TABS */
.nav-tabs-custom > .nav-tabs {
margin: 0;
border-bottom: 1px solid #d7d7d7;
color: #666;
font-size: 14px;
font-weight: 300;
border-top-right-radius: 3px;
border-top-left-radius: 3px;
}
.nav-tabs-custom > .nav-tabs > li {
border-top: 3px solid transparent;
margin-bottom: -1px;
margin-right: 5px;
}
.nav-tabs-custom > .nav-tabs > li > a,
.nav-tabs-custom > .nav-tabs > li > a:active {
color: #666;
font-weight: 300;
font-size: 14px;
border-radius: 0;
padding: 3px 10px 5px;
text-transform: none;
}
.nav-tabs-custom > .nav-tabs > li:not(.active) > a {
border-bottom-color: transparent;
}
.nav-tabs-custom > .nav-tabs > li > a.text-muted {
color: #999;
}
.nav-tabs-custom > .nav-tabs > li > a,
.nav-tabs-custom > .nav-tabs > li > a:hover {
background: transparent;
margin: 0;
}
.nav-tabs-custom > .nav-tabs > li > a:hover {
color: #999;
}
.nav-tabs-custom > .nav-tabs > li:not(.active) > a:hover,
.nav-tabs-custom > .nav-tabs > li:not(.active) > a:focus,
.nav-tabs-custom > .nav-tabs > li:not(.active) > a:active {
border-color: transparent;
}
.nav-tabs-custom > .nav-tabs > li.active {
border-top-color: #3c8dbc;
}
.nav-tabs-custom > .nav-tabs > li.active > a,
.nav-tabs-custom > .nav-tabs > li.active:hover > a {
background-color: #fff;
color: #666;
}
.nav-tabs-custom > .nav-tabs > li.active > a {
border-top-color: transparent;
border-left-color: #d7d7d7;
border-right-color: #d7d7d7;
}
.nav-tabs-custom > .nav-tabs > li:first-of-type {
margin-left: 0;
}
.nav-tabs-custom > .nav-tabs > li:first-of-type.active > a {
border-left-color: transparent;
}
.nav-tabs-custom > .nav-tabs.pull-right {
float: none !important;
}
.nav-tabs-custom > .nav-tabs.pull-right > li {
float: right;
}
.nav-tabs-custom > .nav-tabs.pull-right > li:first-of-type {
margin-right: 0;
}
.nav-tabs-custom > .nav-tabs.pull-right > li:first-of-type > a {
border-left-width: 1px;
}
.nav-tabs-custom > .nav-tabs.pull-right > li:first-of-type.active > a {
border-left-color: #d7d7d7;
border-right-color: transparent;
}
.nav-tabs-custom > .nav-tabs > li.header {
line-height: 35px;
padding: 0 10px;
font-size: 20px;
color: #666;
}
.nav-tabs-custom > .nav-tabs > li.header > .fa,
.nav-tabs-custom > .nav-tabs > li.header > .glyphicon,
.nav-tabs-custom > .nav-tabs > li.header > .ion {
margin-right: 5px;
}
.nav-tabs-custom > .tab-content {
background: #fff;
padding: 0;
border-bottom-right-radius: 3px;
border-bottom-left-radius: 3px;
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
}
.nav-tabs-custom > .tab-content > .chart-wrapper {
background: #fff;
border: none;
margin: 0;
}
.nav-tabs-custom > .tab-content > .active {
display: -webkit-box;
display: -webkit-flex;
display: -ms-flexbox;
display: flex;
}
.nav-tabs-custom .dropdown.open > a:active,
.nav-tabs-custom .dropdown.open > a:focus {
background: transparent;
color: #999;
}
@media (max-width: 767px) {
.value-box {
text-align: center;
margin-right: 8px;
}
.value-box .icon {
display: none;
}
}
/* Fixed position sidebar */
.section.sidebar {
position: fixed;
top: 51px; /* overridden by theme */
left: 0;
bottom: 0;
border-right: 1px solid #e2e2e2;
background-color: white; /* overridden by theme */
padding-left: 10px;
padding-right: 10px;
visibility: hidden;
overflow: auto;
}
.section.sidebar form p:first-child {
margin-top: 10px;
}
/* Embedded source code */
#flexdashboard-source-code {
display: none;
}
.featherlight-content #flexdashboard-source-code {
display: inline-block;
}
.featherlight-content {
width: 80%;
max-width: 800px;
padding: 0 !important;
border-bottom: none !important;
}
.featherlight:last-of-type {
background: rgba(0, 0, 0, 0.7);
}
.featherlight-inner {
width: 100%;
}
.featherlight-content pre {
margin: 0;
border: 0;
background: #fff;
font-size: 12px;
}
.unselectable {
-ms-user-select: none;
-webkit-user-select: none;
-khtml-user-select: none;
-moz-user-select: -moz-none;
-o-user-select: none;
user-select: none;
}
#flexdashboard-source-code code {
-ms-user-select: text;
-webkit-user-select: text;
-khtml-user-select: text;
-moz-user-select: text;
-o-user-select: text;
user-select: text;
}
/* DataTables Tweaks */
.dataTables_filter input[type="search"] {
-webkit-appearance: searchfield;
outline: none;
}
.dataTables_wrapper.no-footer
.dataTables_info {
padding-top: 0;
}
table.dataTable thead th {
border-bottom: 1px solid #d7d7d7;
}
.dataTables_wrapper.no-footer .dataTables_scrollBody {
border-bottom: 1px solid #d7d7d7;
}
/* Mobile phone only CSS */
.desktop-layout div.section.mobile {
display: none;
}
.mobile-layout div.section.no-mobile {
display: none;
}
.mobile-figure {
display: none;
}
body {
padding-top: 60px;
}
.section.sidebar {
top: 51px;
background-color: rgba(39, 128, 227, 0.1);
}
.value-box {
color: #f9f9f9;
}
.bg-primary {
background-color: rgba(39, 128, 227, 0.7);
}
.storyboard-nav .sbframelist ul li.active {
background-color: rgba(39, 128, 227, 0.7);
}
.nav-tabs-custom > .nav-tabs > li.active {
border-top-color: rgba(39, 128, 227, 0.7);
}
.bg-info {
background-color: rgba(153, 84, 187, 0.7);
}
.bg-warning {
background-color: rgba(255, 117, 24, 0.7);
}
.bg-danger {
background-color: rgba(255, 0, 57, 0.7);
}
.bg-success {
background-color: rgba(63, 182, 24, 0.7);
}
.chart-title {
font-weight: 500;
}
.nav-tabs-custom > .nav-tabs > li > a,
.nav-tabs-custom > .nav-tabs > li > a:active {
font-weight: 500;
}
</style>
</head>
<body>
<div class="navbar navbar-inverse navbar-fixed-top" role="navigation">
<div class="container-fluid">
<div class="navbar-header">
<button id="navbar-button" type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar">
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<span class="navbar-logo pull-left">
</span>
<span class="navbar-brand">
Account Analysis of hrbrmstr
<span class="navbar-author">
</span>
</span>
</div>
<div id="navbar" class="navbar-collapse collapse">
<ul class="nav navbar-nav navbar-left">
</ul>
<ul class="nav navbar-nav navbar-right">
</ul>
</div><!--/.nav-collapse-->
</div><!--/.container-->
</div><!--/.navbar-->
<img class="mobile-figure" data-mobile-figure-id="fig1" 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caMGeMeffRR17dvXzd37lz3i1/8Ij1GTxbkuCuvvNJNnDjRJb3WaVnnnnuu36b3JdWWAAF0bV0vaosAAggggECHFFhqqaXckCFD/LlnA+gHH3ywwCT72nqgN9tsM9ep01e3f1133XU+WNbBl156qVt99dXTcrbYYgt3wgkn+NdPPPFEQa/3gh6XFs6TmhcggK75S8gJIIAAAggg0DEErBc6G0A/9NBDHkBBtpK91nP1FtsCLna8tivdcccd/lHHDR061D8P/7PnnnumL1955ZX0+YIelxbAk5oXIICu+UvICSCAAAIIINAxBCwAHjduXNpz/Pbbb7v33nvPA5x11ln+UcMkZsyY4Z8r8LXnW2+9dQGUhmooqWe7rq7OPw//M3jw4PTlBx98kD5f0OPSAnhS8wJffY9R86fCCSCAAAIIIIBAexawAFrnqF7ogQMHOhuusdpqq7mDDjrI/eAHP/ABs4LoHXbYwdnwDd2wl10W3ALvjz76yCWzfBSlU2Ct8dVhAL2gxxV9AzbWpAABdE1eNiqNAAIIIIBAxxPQ/M3JtHfu/fffdxqXvP/++6fDNRQs9+rVy33961/3NwBqGIe22Q2Em2yyievSpUuKppsDNW+0knqx9a9c0nLjSgt6XLmy2Vd7AgTQtXfNqDECCCCAAAIdVkDDMK699lrfA61gVjNwKClYVtK0c5pBw8ZBWw90dviGzdqhYxSUJ/NI62nJZLN3LOhxJQtmR00KEEDX5GWj0ggggAACCHRMAQ3jUACteZ8VKGtquIaGBrftttt6EAXQZ555pnvxxRedVv8bNWqU354NoHWMhnVofLR6p2+88cZcoAt6XK7CyVQzAtxEWDOXiooigAACCCCAgI2D1uwa5513ngfR2GZbjEQ9xZq/WYupJKsO+kctla2hHWHS2GYtmqKkJbXzpgU9Lm/55KsNAQLo2rhO1BIBBBBAAAEEEgHNmGHT1T3wwAPexIZv6EV9fb3bfvvt/fZrrrnGP2600UZOKwFmU7J8uN+kXupkefDs7pKvF/S4kgWyo+YECKBr7pJRYQQQQAABBDq2wJZbblkAEAbQ2qFhHEozZ870j9nhG35j8h/b/sUXX7i//OUvtrngUUG6BeK2Y0GP0/FazttSTM+3HcNjdQgQQFfHdaAWCCCAAAIIIJBTwAJYZdfy3NnhGdlFUcL84Vto6rrll1/ebzrllFOcltbWuOnZs2f7MdRawnvXXXd1Rx55pL9p0Y5d0ON0/LLLLuvHbOv5nXfe6R5//HH3xhtv6CWphgTqkrtJ5y0eX0OVpqoIIIAAAggg0D4ENDWdpqXTsIi33nor10mNGDHCrb322j7vLrvs4u655575jtNQD5Wnm/7Uw6wp7oqlu+66yw0bNsxNnTo13W1zP9uGnXbayd1www0FvccLepzK3Hfffd3NN99sxbtlllnGjR07Nn3Nk+oXoAe6+q8RNUQAAQQQQACBQGDNNdd0/fr181uywzcsmw3jWH/99UsGz8q7++67+xk9tttuO6ebDZXUt6ggeqWVVnKnnXaau/vuuwuCZ+VZ0ON07IUXXuhWX311PfVJQT6ptgToga6t60VtEUAAAQQQQKCVBDR048033/QLrKiHOxyvXO4tF+Q4zSLy6quv+psXFUz36dOn3Fuwr8oECKCr7IJQHQQQQAABBBBAAIHqFmAIR3VfH2qHAAIIIIAAAgggUGUCBNBVdkGoDgIIIIAAAggggEB1CxBAV/f1oXYIIIAAAggggAACVSZAAF1lF4TqIIAAAggggAACCFS3AAF0dV8faocAAggggAACCCBQZQIE0FV2QagOAggggAACCCCAQHULEEBX9/WhdggggAACCCCAAAJVJkAAXWUXhOoggAACCCCAAAIIVLcAAXR1Xx9qhwACCCCAQIcQmDp1qmtqauoQ58pJ1r4AAXTtX0POAAEEEEAAgZoUuP32292BBx7oVl11VderVy/Xs2dPt/7667tjjz3Wff755zV5TlS6YwiwlHfHuM6cJQIIIIAAAlUjMHfuXHfaaae5iy66qGSdllxySXf11Ve7XXbZpWSeWtoxe/ZsN3bsWF/lfv36ucUWW6yWqk9dMwIE0BkQXiKAAAIIIIBA6wrss88+7l//+pd/kxVWWMF9+9vfdhtttJGbNGmSe/jhh93111/v96lH+o033nDLLLNM61ZoEZT+8ssvu3XXXde/kz44nHzyyYvgXXmL1hLo1FoFUy4CCCCAAAIIIJAVeOyxx9LgWcM17rnnHqfeZkuHH36422abbdyRRx7ppkyZ4nuq//73v9tuHhGoCgHGQFfFZaASCCCAAAIIdAyBM888059ofX29u/nmmwuCZxM44ogj3FprreVfXnfddW7y5Mm2i0cEqkKAHuiquAxUAgEEEEAAgfYvMGrUKPfvf//bn+iuu+7qBg0aVPSk6+rq3O677+5GjBjhmpub3auvvuo23XTTonknTpzonn/+effKK6+4ZZdd1m2wwQZu8ODBTmVkk8Zev/TSS37zgAED3PLLL5/N4l577TU3Y8YM161bN7fGGmuk+1WPF154wb/W+yy11FK+h/ypp57y773SSiu5zTff3C2xxBLpMXry7rvvugkTJrg333wz3f7hhx/6Ojc2Nrq111473c6TGhJIGgQJAQQQQAABBBBodYFk1o3mJETy/y6//PKy73fttdemef/yl7/MlzcJhpvPPvvs5qQnO81nZW+55ZbNSZA63zFJIJvmPeGEE+bbrw1J0OzzJIFtwf5Zs2alx5511lnNd911V3OPHj3SbXrvJHhuHj58eMFxw4YNK8hjddRjEogX5OVF7QgwhCNpwSQEEEAAAQQQaH0B9cZaUi9uubTnnnu6Z5991v9Tb3SYNF/0N77xDffzn//czx2t3ubVVlvNJQGtz/boo4+69dZbz/dgh8e11HMNPVH9NHe1ZtRQT7LSZ5995vbee++CISfdu3d3vXv39lP02ft37drVb2MmDhOpvUcC6Nq7ZtQYAQQQQACBmhQIA+hKM2toXugNN9zQ/8vm1Swdd999tzdIepvdJ5984l5//XWn4RwXXHCB3z5+/Hh34okntorTyJEj/fCTe++913366afuyy+/dAcccIB/L9XhqquuSt/3yiuv9PXSzZOWzj33XL9N5ZBqU4AAujavG7VGAAEEEECg5gTUQ2upT58+9jTqUfMpJ0Mo/DGaveO+++5z/fv39687derkTj31VHf88cf715oST/tbOnXp0sXdeOONbuedd3YNDQ1+vPTvf//7tCdaPeek9i1AAN2+ry9nhwACCCCAQLsS0A2D1pN99NFHOw2RyKYf/vCHTrN8KN1xxx3Z3Qv9WsM0NEQkTLp50IalvP/+++EunrdDAQLodnhROSUEEEAAAQTaq8Do0aPTU9t6663T5+ETzcJhM2yEs1+EeRbmuY15zpZhM3BoWAepfQsQQLfv68vZIYAAAggg0K4E3nnnnfR8LEhONwRPlltuOf+qNQLo4G0Knlqvd8FGXrRLAQLodnlZOSkEEEAAAQSqT0CzUViaPn26PY16DHt3NQNGqWT7NAczCYGWFiCAbmlRykMAAQQQQACBogIDBw5Mt3/88cfp8wV9ounsSiVbSIVe4VJCbF8YAQLohdHjWAQQQAABBBDILRAG0OPGjSt7XLJQiZ9dQzNsJIuupHk184YlTVVXKmk6OaXsFHil8rMdgRgBAugYLfIigAACCCCAwAILhEt3P/7442XL0bLZmvZO/1ZZZZU076qrrpo+/+CDD9Ln2Sfvvfee36Qlti117tzZnrqZM2emz3mCQKwAAXSsGPkRQAABBBBAYIEE1l9/fb9ioA7WYijlxkGHAfa6666bvp9WHLSkXupiKVnG21lwvfLKK6dZtFKhjcPW4ivF0pw5c4ptZhsCBQIE0AUcvEAAAQQQQACB1hLQeOSf/vSnvngNsTj99NOLvtXTTz/tHnjgAb9vhx12cH379k3zrbnmmukczNdcc40bO3Zsus+eXHzxxekS34cffrht9o8rrLCCf/zPf/7jZs2aVbDviiuucK01a4cF7npDBfik2hYggK7t60ftEUAAAQQQqCmBYcOGudVXX93XWav3fec733EPPvig03jmV155xf3hD39wO+20k9+vIReXXHJJwfnp5sALL7zQb5s8ebLTUt7Dhw/3vdljxoxxZ5xxhvvNb37j9++///5u7bXXLjj+m9/8pn/9xRdfuCOOOMJpWrwnn3zS/fznP09XMCw4oIVeaJEVrVqodOeddzr1sL/xxhstVDrFLGqBuuYkLeo35f0QQAABBBBAoOMKaPjEXnvt5QPXUgpaLlsB9lFHHVU0i3qvzz///HSfAuswpNlggw38KoTZmwg1DZ7GRU+ZMiU91p507drV9erVywfzCrxffvll2+W0hLiNoT7kkEOcer+zaZNNNnHPPPOM0zjtUaNGZXe7fffd1918883pdtWtWA96moEnVStAD3TVXhoqhgACCCCAQPsU0EwajzzyiDvhhBPciiuuWHCSCmKHDh3qg9dSwbMOOO+889ztt9/ug2G9tuC5T58+7rjjjvM9vNngWfkGDBjgnnjiCReOjdb2IUOGuMcee8xpnHZrJfWcW++73sN6pFvr/Si39QTogW49W0pGAAEEEEAAgRwC6hUeOXKkX35bM3XEzt2s4RgjRoxwGiahZbxtDuhKb62ZOjTsQ0GtAutFkXST4quvvuqHnOh9FfCTak+AALr2rhk1RgABBBBAAAEEEGhDAYZwtCE+b40AAggggAACCCBQewIE0LV3zagxAggggAACCCCAQBsKEEC3IT5vjQACCCCAAAIIIFB7AgTQtXfNqDECCCCAAAIIIIBAGwoQQLchPm+NAAIIIIAAAgggUHsCBNC1d82oMQIIIIAAAggggEAbChBAtyE+b40AAggggAACCCBQewIE0LV3zagxAggggAACCCCAQBsKEEC3IT5vjQACCCCAAAIIIFB7AgTQtXfNqDECCCCAAAIIIIBAGwoQQLchPm+NAAIIIIAAAgggUHsCBNC1d82oMQIIIIAAAggggEAbChBAtyE+b40AAggggAACCCBQewIE0LV3zagxAggggAACCCCAQBsKEEC3IT5vjQACCCCAAAIIIFB7AgTQtXfNqDECCCCAAAIIIIBAGwp0asP35q0RQAABBBBAoAMI3HbbHe7ggw+ruTPdaqst3V133VZz9abCrS9AAN36xrxDOxOYM2eOa2pqcp07d654ZsXyTp8+3XXr1q3oseX2ZQ/I5v3ss8/cEksskc3mX4d5m5ub3RdffOH69euX5g33h8+VIfs6PKdy+3RsW+SdMWOGf9+ePXuqCgV18BuC/0yZMsU1Nja6Ll26+K1hfYNs/unMmTPd7NmzXZ5ys+VkX4dly3Du3LlpudqXdbX82q6216NHD9tUMm+xckqVWy15s204rO/UqVMLzlttuG/fvkUdsnknTJhQ0N7D65HNG+5T4eHrbN4vv/zS/yzb74Iwb1qx5Il+5tTW1M4q5c2+Z7HXYdnZ98y+DvNmn8fkzR4b+1o/O5MnT449rM3z65qTECgmQABdTIVtCBQR+Oc//+kef/xx9/rrr/uAZ5VVVnEbbbSRO+yww1ynToU/Stm8K6ywgi9RAcHHH3/sA9011ljDHXDAAT4ouPbaa92rr77qPvroo4J9CtZuuukmX/6JJ57oxowZ48K82q/ATn8I9Ue6rq7O9erVyx166KG+bmFeBV2WV5VRXv0x7969uw+o9cdd2xSAKjBRYKlgTUFNnz593LRp0/z+WbNm+XPROeuPYkNDg/+nY7VP9TAP1UtJr/VcAf5iiy3m8+tctE110PsoqTyVozLylFtfX++PVbk6Rn+grX46vmvXrmmddL3WX399t/TSS7s//elP/hpaXtVBPvpjqbpY3uWWWy7Nq2unpHORlZ1rmPfqq692iy++uHvnnXf8ual+sps0aVJBuf3793d/+ctfCuogb32w0r9PPvnEW6222mpu2WWXdffcc49/P10/JZ2brpvqYUGn8q600kruv//9rz9m9OjRvj0pjwJ0+ehRVsqr93jvvff8dda52LU0f+XVsWrjpcpVXZRP11HWslGbVLBodS1WruqvehxzzDHuvvvucy+99JI/P9nr/VWOrsfEiRN9/fQ+KsfOxdqVytE2mX3++ecFeVUf1U3/VK6uhbbpg6POXWVom/brvdQuVc4HH3yQno+2qVzlsbwqQ+XpeD0q6dqpDP2MaJv9bhg8eLC77LLL3KeffprmVX31Mxq2Cfs9cvPNNxf8jlFd5aEPC2G5+p0Tk1eeYcr+frL6FvtdFh7HcwQQ+EqgLvml2vzVS54hgEBWQD8iv/3tb91ttxX/Gm+zzTZz55xzjv9DXilvtmz94VXwVqyXQ3+w7Q/00KFD3YEHHugURCuoyJNUtoIOEgIIVL/Akksu6QP7PDWNyRvz+ynMm6ceMXluuulfbr/99o85pCrybrPN1u6RRx6sirpQieoS4CbC6roe1KYKBdTTY8Hzuuuu64Pl888/322xxRa+tk888YS74oor/PNs3rPPPtv3TIWnte2227rjjz/e99QpwFXwrB6iQ5Ne4/3228/3WCq/Bc/2/Ic//GHaI7fllluGRfrn6o3bdNNN0+3W81csb5opeKKAXcF8NqkHLJv0XiuuuGJ2c8nXSy21VMl94Q69l3pss6lYHZSnd+/e2ay+x26+jUU2qBdwgw02mG9PsfdSz6Su/cKkYuWqp18fjNQrmSftuuuuvhe1Ul5dn+9+97u+p7pSXu1XQKbr39JJvsXaVLH3UV45Z5Oukz4M5klqD3nfT/bqWc+TVC8Z5Ulrr72274EO8w4cONB9/etfDzf55wpY7feIesWV1M522WUX/zz8j36OFyRvud9P+uBf6ndZ+N48RwCB+QVa/jfm/O/BFgRqWkBfnytpGMYFF1zgFABvvvnm7he/+IVbZ511/L7777/ff6WbzavAyHqXNRxA6cUXX3R7772322efffxr/WerrbZyGqd54403Fu1h1tf0+hpX6bjjjvNfefsXyX+++c1v+qf6mnnDDTd0O++8s+3yQfrzzz+fvv7Wt76VPtcTfXVrSV83a0iJJTu3Yl9Sbb311u6aa64pGaDp63lLCj40lKRUkBjm1dfjGrKiRyULOq0OYV7tv/jii/VQkCyvhmqEKRuc6VsFjWFVCseD63gb52zH67prWIJStlx9dR8mDa0oFsSp3Oz2X//61+5rX/taOtwhLCcbNCoAUwClITbZJNvwg4eGBOj91CaySXnDDx76IPSDH/yg4AObHZMtV9vtmui52kyYBgwYkL5UwKl2bsNksnnlZEneymvDZMJz18/d8ssvb1n98JP0RfIkrM83vvGNNMhUHhs6ZfnDvBrGsvrqq9uuso+Vvs3RkBxLGoplwbC26T01ZEg/w0phW3vhhRecPmRbe9eHmF/+8pfurbfe8nl13muuuaZ/PmLEiOi89jNc6vdTud9l/k35DwIIlBQggC5Jww4EnHv33Xfd22+/7Sn0xzn8o69eYwuCNazilltumS/vAw884I9VL9r3vvc9/1x5NZZ6TDIG2JLeRwGPeg532GEH99e//tWp18qSxk0rqRwF4nYzjgIcDesYNGiQ33/33XcXBFgKEDUuU0l5TzjhhLRHXH+sw2BQ7zEmqJPGaGo8r6Wwh1L11VjRMEALA4MwQFNQdMcddxQEiWGAWiyvBYkyKVWu6jV8+HCrnn8M8+60004F+7K94BorHF7bMPOOO+4YvnTPPvtsmjdbbrYXe88990yDxoJCkhdhkKt9I0eOdNZGsoF4eIOc8n744Ycl8+qDhcbrWtK10QeRYknXPPRXW8rWwcbMKm9YrsqzoFNtUeP4LWmstoJSS/rAYeVm8+qDRHi+akeWVx90wqFHukYaz21JY6vDOqmNWLrrrrucAk1LarNhL3OYVx8s7UOR5S/Vy6yfBX3ADVOY99vf/rb/udR+fXOk/Jb0nhrnbW1t2LBh6QcptXP9bFh717FhXrUlla2k3xsxeZ9++umKv5+sjtnfZfr9REIAgfICBNDlfdjbwQWeeeaZVGCTTTZJn9sTBU8WWD766KO22VleO149w+oVtLz6I2/7dJACUg2/UA+0eqRWXXVV35tsBepGJiWVo0DK0lprreWDbpWtpEAjLNfy6VGBjwJ0u7lLf6yfe+65NIt6ysNjVacwwAiDD+3L/pFV2ZbGjh1rT/3jv//974LXYW9wNm/oqIPCchUYhqlcHfRVuAUfOsY+hNjx4bnreu2xxx62y2Xrm837ox/9KM372muvpc/1RDfEhenYY49Ne0ntOtr+N954wynQUVpvvfX8BxzbFwZh2qbrHuZVIGZJhroB1ZJe27ULP4hpvz4kjRs3zrL6wNDKVW+4ekDtmwrlDcvVQbr2Smp76sE0N72nPmhYUnuycpU3DK7VK209ssqvD1mWN/tBx9qrlav3t291bJs96lua8ePH20t/rmFvdrojeaI66ENlmMLA3baHvda2TY9hXv1syc5S2Ga1LWzTamvhOYb7snn1c13qd0w2r8oN8+p3TPg6fB/7/aQyLIV5ww8htn9hHzUQrK5G/7ew587x7VOAALp9XlfOqoUEbNiEirMhGGHR6lmznsJsXv3ht95ffRUb5tVXvLbPytNX6eFX4KNGjbJdaU+vygl7D1deeWWfRzODWMqWa9s1NlN1shkMtD2bN/s6DF7CAFrHZgOrMOCzHjULlMOvtHVsubyho/KGgYoNB9B2JfvKf96rwryaEcO+/tb+sBy9DnsU//a3v6VBo/ZlHbJ51TNogVW2DmFelaWxq9Yzbl/Va7uSgk47XsGqjXHVvnBYgF4rhXnDgFT7wuuq15ZsmIq91mP4zYFeW7kKgNWbHY5vz5ZreZ988knfFsN62D6VqWSvlTf7wSLbniyvAmR9mMwGt/NKnPffsP4KBvWzVSqFH7o23nhjt8wyy6RZs+0pbJe6ZhqLbN8ahD3mKiDMq7Zl7UH7wvfQ6zCo//Of/6xNacq292ze8PdGNm/4Wr+fwrz6gBK+zuZNK/C/J2He8MNNNt8Cv06GstTV1dfgP4X+LZvUdh555BF/74x+7ksl/R7VN0m6/0X3zWgonH37WOoYti86AQLoRWfNO9WggP3R0dAN+1o7exoW0NofVMsbzpZhXzlb3rAH0MoL/3Bqm6a+yiaVE97MZmOCi+UtdmxYp+z+2NfZoDgbjKg8CxjNxt4jT14LSCywsmP1aL2KFqjbvjCvvjIPe9TDmzKVP6yTPqyEw1WywXY2r463XsbsuYR5lU/Jrnt2DHTYDhS0hB+EsnWYV9K8/yqvDQkItxd7bj3RxfZltymolYXVN7s/fK28L7/8cu682W8LwrKyz/XBJ/zwlt0fvtaNeGEQH+7T8/DDkO5d0D9L9q2EtbXww4I+zP7kJz9Jh4vYtSuWV9MBhtfOzC1v+HOnfOGHT2svxfLah2i7Htm89tp+5+i8LK/9PrHXxfKagz1aXjvWtrfEo3qf65MAutb+KehvqaTfFT/+8Y/9mP7tttvOHXnkkU7fQhVLarf6dkc3luteD42jP/jgg/23Pq3yAadYJdhWVqDlWkbZt2EnArUpYAG0BcDFzsL+6Ngfastrx+oY22Z5i/0CzG7LjrW1coqVG944WKyOxY4tlS/v9mxPa7ZHUeVY0JENhorltR5Hc7QPLGFvo9XNPMOAWfvCAEg9v0899ZQdMt+j5VUgfPTRRxfcWJd9z2xeFWZBvO2zN8i+1na77nZuljd02X777QvG72YDcztGjwoCb7311nBTyefhOOWSmYId6o0Ph2IEu+Z7qt7Uv//97/Ntz27QWOrstcrmsde6sTX7Ycf2ZR/VO6xhJNZLnN2v19bWdJ2V174x0j77WbK2pm2WbIxz9tpl86pcDX9QEG3JrrPltQ9DyqvhWWEbKZdX7VKpVB3sWPt5CPPa75PssWFeX3jwH8trxwa7eLqQAvpZ1w3funFY102/s3/605+m9xRkiz/llFPcQw895IcG6d4W3SOgb2Y0dv+oo47KZud1GwgUzq7eBhXgLRGoZgH7ukx/+EolC6Qs6LK8dqyOs22WNwycrNzsNi36oa/swqRyipWrP+AKfMolHasZAmKShmCUCnxKjUMNy7eeLAtiwn3Z55bXHK1Hrtix+jrdFrgIy7FjtU1BoPIoiAkDFstvQZrGo+62225pMGX7w8dsXu2zaxrm03PLG2636x7WT/stsNLzIUOG+EU39Fwp3Ddvy1f/1ZAI/RFW3cNe7K9yfPVMY6DVU5w36YORbsbLk3RttGhMpWTDH3TDaLEhJeHxGkpw1VVXhZtKPtcYdwXEpdpoeKC+YVBe+6CmffYNhrW1ML99+Mteu2xelZv1sutsee21yrJvRXTTpYbw2D7La+3H2qXqVKoOdmzYFi2v/T6x18Xyhucbvo8dm92/MK/Vk9tYP/80mQtT5qI4tlNdy4RJmvXn3nvv9b3PN9xwQ8GUo9nz0Ifnf/zjH36zbk7X7wYlzaqin+c777zTf0MZDvnzGfjPIhWgB3qRcvNmtSZgf8wWpN4Lc2y591uYcrMBebn30T4bglEsn/1BLrbPtpWqqwULlk+PecoL84fPLUgItyl4Vv1tnHi4r9hz/YFry6SpxvIEgqqjgmf9IdX0cy2ZdNNasWtT7D3UO7rNNtsU2zXfNguydRNspaSp3RSYF5s3OXusAog333zTaa7jSqlYG7FjSrVT2x8+Fsur+d+Vwt7t8Bhr2xaw6ybUYmPcw2Pa2/P6ujrX2NBYc/86NSx8AK1OjwsvvNBfUn04DOfrL3ad1fOsb0cUMFvwrHxq7/pmTR+uNSMLqW0FCKDb1p93R6CqBcoFUzajiD2GvWCVTsqOKZavWI9zsXzhtmJBjfYrYLGhJtn3DN9HwyGyM2+E5S+K55rSTilvYKWb4xRstmTS18qnn356riJVT80YU+zm2mwBZq2b+PImG/9bLr++BTn33HOL9vrbceXasOWxANdel3vM5lX70jccGoccTgtZrgxbmr1cHva1HwHdMKiAWPPna5rSSslmutHMPNmkbyaVwiFD2Ty8XjQCBNCLxpl3QaAqBE477bQWq4cFJjbOs6UKtmArpjwLaqxOOlbBoL6GL3WDpQXd2q/eZ5sxJOZ9WzqvFv7IE4RpXLPOudRczwtTL808kSco1nvo2qtHLE/S2N8856aFghQkhDfelSr/0ksv9dPq2XCLYvnKjfm1/NbmwvZj+7KPltc+kNnwIH0bUKoe9uFSY7XVS60PS+o570ipZm8idAsfJj322GP+UmvBLN3Mqbm+r7vuupI3AttwtvDGZmsr9i1HeCOq7eNx0QosfMtYtPXl3RBYpAI2hKHceFQLxCyQtLx2rCps2yyvjQkNT0ZjP8NkecNtKqdYueFqg2H+8LmOVS9ZTCoVEKgMq0c2oChXvgUoFnwUy2v7rFw7JsxrNpbX9tk10GvNzqA5mC1l89p2ueiGMd3QYyn7nhYA2XVUvlL1s7xWlh6tvmH9tN0M9VzHnXXWWXrqU7E2Yvu0qI/+GOdJ9uEiT147P1vBrtwxljdcqKRcfgXm5lAun34O9HV3uMBOqfz6hkGrZ4ZzMGfz2hSCVt/Qw66hHVOsvVudS7UJHaueRS2zbnntOlv5NnxE5evDmsqywDub115bfVV+qXLL5bXfJ9ljw3JVdpgsrx0b7lvY5/X1DW7JpZYs+2+J/kss0mnu9DNWqU49e/Vc2FNPp3DU7CwakqGfhe985zt+JdhTTz01/V1ib2Qf+ov9DNgHwkr3PlhZPLaewMIP7mm9ulEyAm0uYNPEhTfuZStl+9SDqT/o9tqOVX7bZo/qRcj+AszOJGB5w/fTtmy5+irfbjgJ82afZ4/N7i/22gKAYvssILVAQMFB9o+z8tgfZZVh5RXLa++hQFJlWrm2PXy02QeyQU1Yrjw1W8Xvf//79H3DMpRXN+souNHKjzaEQnmsDpZfga7yhtfEZskoldeO1aMdZ23E9lkZeq26qpfW8hZrI3ac8ugGOq2mWCm9//77lbKk++298/TGW15rB2khRZ4oj7661jL2lZLK1bXRjbEPP/xw2eya1eCYY44pWDAne4B68fSVuNXXhvQon22zY3Te2RvoLE+2bdtrtUEb9mJ57TpbG7bX2q8x+To3W5zH9hXLa/XKU242r/0+yR5rry1/+Gj77Nhw38I+7z9gCfefJx8sW8xHYz9222+5S9k8LbnzgIOHuZNPLX8fwTtvj17ot7Q297vf/c7PCa95nXW/wxVXXOE/LOqbJ83zbMnuhcj+ftN++3kLPwjacTwuWgEC6EXrzbvVmIAFq/qFpj9w1uMTnobNr6peG41zs7zh12/2h8nyavxoOG+sysv+0bK84XupnLBcfc195plnllw6utyx4b5Sz7NzPYf57MYwC4o1u0F2Zg7bpz8E9lxlFMtrZSt4UhBj+S2wsP16tD8w9sfE9oXl6nqoLOUp9sdGjpoHWIGQpu8KA00FzDaXr8pWT5Wuh11btQOrl97Dnod5rU56tGtpbcT2WbvQ64HJTYFKlrdYG/EZkv/oOC2qkye98sorebL5PFafMLAvdbDltcdS+bRdM06oN83OrVxeK69cD7wdr944tZNy067ZTAV27SyYURnWxqw8XR8bOmL7Ks0aonw2s4edn11nK8NeWx107SyA1nnq90apvGprecsN89pX/dljrQ7lfpfZsebSEo+fjPvU7bbDXhWL0lCPRZWuvOwap3/l0hZbbeZuv++mclkq7rM2pLao3/v2rYi+vdF0dRdddJGfSrPYNalYOBnaTIAhHG1GzxvXgkAYrBYbc6ZAz/7ghl+3Ka+CMAsCNF1VmFfl2j5zyAbQ9jWe9quXU0nlhOXq5hQLZH2G5D/ZYRoWZGrhDR1rXycrfzavlWGPdqy9Dh+z+6yOyqP3UbKgINyn7eFry6vtSgo2SiXLa7MZZP/ghOUqj8wteM7WN3wfLZOtqaEshfu0LXyta6ugxM7N6lTqWAWjxdqI5bdepmwbKXYTnV0v5c2bsudd7LhsubbASJ684Upq2ethx1vbLveBLFsHC6StjPAxzDt8+PCyHyDDcde6duXOLfwZ1rccaj8KbisllRv+fGeXbA/LVV5rkyo33Jd9nS03Jq/MwzqFx6rcbArz2vXK5ln41wqOa/Hfwp25fYjRHNAWPKvEffbZxxesGwLDb8DyvFuen+s85ZBnwQUIoBfcjiM7gEC4wpnN3xqetr6Stj+GmgLMkuVdffXV/Sb1NmmcsuXVGFPbpwzqkcr2+lgPlfbbHz9t05AIO9b+ENp+fRUYLpyhQN2GUGgpZT1Xj6mSfgFbOfY6nGZMdQp7OcPgVNu32WYbHZYmCyi1IQeT+zAAAEAASURBVDuTRPhBRPvL5S03ntXKtePDJaez5SoADceGh4GU8mppc0ua3i/sgbY73W1/mFfXVnOzWgr3aVv2tf4w2nUP24jyKuC065VtI3aOyqekeYHDvHbttU9/lLXfkp7btbTeUduXvUEwW67aSBi8hx/09D5hHZQ3XKwmvB7hH3gFCMprC7Rk66CAOFtuOMNIGNCp7VlelXfllVfaqfnHMIjX+4TXUtcuPLfsVHlmpoIUBKtsuw7Z6RDD1yo3/F2Q/SYmvO7KG64+p6XIw5TNG5Yb7tMx4etsHfQ7ptSxyptNYd48Y+Czx1d6rZ7l2vxfpTOrvN/aZPj3REfpWydb9j2cVcPauw1VC99BH3SUwkA83M/zRSdAAL3orHmnGhRQMGR/7HXndPhVvU5HE+MraRzj/vvvP19e3SyipK/wdNe1kvJqvGv4xzqc61N5NGYz/CNrv2RVzqOPPlrwh1PBqfVwDB06tKBcrepmSb+MNV+t/XFXQKO6WFI5YZ30nmFQaYGE8qu+2QA67HXLOoXj+3R8mNfGkmq70ve///2Ces3bOu+/Ybn6IKAFUMIUlqvrFS4uo/raHzIdE8428eCDX43NVI/yiSeeGBbr5Bq2g7C3+uSTT56v3LDH+t///rcvy9qI9Thr46GHHuq+9a1v+f3ZNpL9IDFo0CBfZ2VWXo3ttqSb2MIPCGFefWUfJq1wGfaaK+gN26nmqbXeX7WBwYMHp4frg4Cteqk63HjjjWmPrgL18MZGtS9Lap9qexa8qg6hkYbQhHW4/PLL0zatMvba66uv/u0mLG1Xufr2wJI+hOpny5Je62fYfn6uv/76dJy+roemwLOfAV2Xvffe2w51urdA56ekfbrOYdLX7lau2pqmplPKfmDRsfvuu2/afjR/r83AoQ8Z+r0R1iHMG5Zr7SdvXjlU+v0Unk+YNzQM8/B8wQTsd8eIESPmK0D3PSjZt1R6bj/Lxb79sCFI1pmg/KS2EWj4WZLa5q15VwRqQ0ABiHoyFZzpxj+NW1Mgpz/GtpyylmHebrvt/BjZMK+CNi2QoSDRhmQo2NGsD7pxzQIVfbWtQEW/FBVk6MfSgmIpqbdLvzhVztNPP+2nP7JAWEMVLLh96623/FeBNsRB0yGpV9p+OWd7nsIAWeek4y3gUg+nlas6hM/loPzh1/fKYykcP6wAQv9sblPLY49hXgUUsrAAw/LYY5hXZSogLlUHXS+bDkrDVtT7E67IJ0e9V3heep8tttjCB0/qsbeklf/kreEYKtfsdR11TcLeUpWpoM56nW24hcrVkJvQXNYKsM3c2shaa63l21n4B1fl6rX1SoXjfocNG+ZXw7OxyzrvMK+dhx733HNPp2m17MOIrrPqavUKjfbbbz+f18pV79fo0aPTtmk9yipXy2SrN9ratLaFKWx7qoNeWzuVp+qjoFUpPG8FGLoWdt6qp+pox4bvoZ9DXYvQU+dq52Zl6Bh9ENCHUQvqtU03ZVr9dV2tbejnT986aJslLXaha6KkNmHtcM011/TtPWyravuqQzicR8fpA6t+lsJvm3Q9VJasw3KtXYZ51QbkoxVGi+Wt9Pup3O8y1a8l0xuvv+3uuOXepBe6vqb+rbDiCm7YQfOGWiyoh/4GaOyzxkBrBh1Lal/6YKb2qmkQByY90kpqL7p2+v2iWWbCpBvG9TdG5eSdQjI8nuctJ1CXXMDmliuOkhBofwL6Q/2Tn/wk/fo5e4b6I3TxxRf7mwAr5c0eq9caGmHBVrH92qbg77DDDst9w2CpctiOAALVKaCeZQv8K9UwJm/M76cwb6U6xO6/89Z73REHnRB7WJvn33yrTdwt98779nBBK6PZN0466SSnD1fhh0MN77JvmvTh0Xqq1YGgD0b6lkYfjML7VvStou5n0Yc9AugFvSItcxxDOFrGkVLasYC+7r7gggv8PK/heFBt1xhKfZVuY9ZK5dVwA/vq1ag0M4EWNvnNb36T9jyE+8KvUTW8QvMa6yaUcKyr5W+Nx3C4g8pXj2+pFI53LZXHtodjqW1b3rKVr9jxKqdSHXRt7Ct3e9/wMSy3Ut7wuGze7Ff4Yb3C52EZpZ5nywrzZc00DMJSpTYS5s2WY2XYY5g324Ytjz3m9VX+cnmtvFp+VO+yesSL+YbtQO1Hv0f0jZbmkg6Ns+09mzf8faT2m23DeX8/Wbnh77IWt0+66upq9N/CWhx++OE+GH7ttdfcbbfdlhZ32WWX+eca0mTBszZomJJ+3+vbEP19sKQhRQqe9a2ivpEgta0APdBt68+715iAvrDR16v6Kla9NdkgMzydYnn1C1FfgesXYPamwWL7tE1/JMM/uHqPbF691te4+sWbvWEvzKseDX1lra/AFaAPTL4yDPfrfML6ZcsNz0lfL+rGFzsXfQ2vGRH0x1hjYRX8mVU2r74Kf+CBB3xe9aKoh6VUXr2nvtLUMBSNZ1WQUCqvvgF4/PHH/RhhjVtW8Gd5s9erXLnZvBrPq6EAGpNoKxy2RLnZOsg/vB5hG9H56w+whmfoj6emWCyVV21EQ4CUX99eqJxSeVUH/VHWkJZNN93Ut+tSeVWu6qFrp7am66HrHrYZ5bGkcsJ2Wa5cXWMZ66Y/3SSoIRAtUa5m3dB80gomdV11vuWunczUxtTTF7a1bJtQOXnyamiKhm/onga1RxlXKrdUey9Wh/BcypVr18QeyzlYnpZ8vOvW+92RB/2wJYtcJGVtttXG7uZ7r1no99KHE91boc6UHXfc0Q/p0zAm/b5Ub3J4Q6jeTGPqNdRJv3s0FFB/B/Rzp6E9Gv6noJzUtgIE0G3rz7sjgAACCCDQ7gXuuvUBd9RBhTdi1sJJb7bVRu6me69qkar++c9/9quN2v0L+hCqm8uzwbO9mW5W1mqqdqOsOiJ+ltwfc/TRR1sWHttQgAC6DfF5awQQQAABBDqCAAH0vKusnn99G6FvhRQQ50kKoNXzrG8gSNUj0Kl6qkJNEEAAAQQQQKC9Cmge6FpLLV1njWvPzgddySQcH10pL/sXnQAB9KKz5p0QQAABBBDooAIKnmsvgK7NOnfQJraIT5tZOBYxOG+HAAIIIIAAAgggUNsC9EDX9vWj9ggggAACCFS9wLz+51rss6vFXvOqbw7tooIE0O3iMnISCCCAAAIIVLFAcxKI6l+tpVqsc60Z12h9CaBr9MLlqbbmH9V8xd27d8+Tvd3m0d3LO+ywgz8/LVRw+umnt9tz5cQQQACB6hTQIt4N1Vm1MrWqT2pNQqCYAAF0MZUa3qaFHjTJuhbK0NQ3WiJak/drEYFvf/vb0Xf/1jAFVUcAAQQQQAABBFpFgAC6VVjbplCtwPbLX/7SrzgW1kArej300EN+tSMtSa0lZlsyKWjXCnBaLS/vvJYt+f6UhQACCCBQ3QLqf65v7lzdlSxSu7rmxiJb2YSAcwTQ7aQVfPLJJ+6cc85x06ZNc5pncrfddnPrrbeeXyL5zTffdP/617/c9OnT3WmnneZ+85vfuHXWWafFzvzCCy90jz76qOvWrZtfarTFCqYgBBBAAIF2IlDv6moxgCZMaiftr+VPgwC65U3bpMRLLrnEB8968zPPPNMNHTo0rce2227rNPb38MMP90H0GWec4W655RbXuXPt9QakJ8UTBBBAAAEEEECgjQQIoNsIvqXf9qWXXvJFDhw4sCB4tvdZfvnl3bBhw9zVV1/tvvzyS/fEE0+4bbbZxnbzWGMCzW5mUuOmXLVuTnLlv/e9Mcnb8r8WmptmOTdXda6cmpuaXV1TznNLlsWtm5M3bzIJwJzK768ccxOF6TPyqdUn90X17Jfv5ihdi7kTE4tcKbkSfSK+Pp6pk9M75Ehd8394nvj5HNc0J1+5vXvVuYb6nNcj+aYs+X+ulFzl5H/56tDcmLThhnw3fjXNmO3czLm56qB7yfLW1zV2cnVd8v0cNcuhPidEUok61yVffassl65gbd5EmO9nu8q4qc4iEMj3E74IKsJbLLjAhAkT3MSJE30BgwYNKlnQ2muvne576623igbQzUlA8t5777kRI0b4GTyWXXZZt+aaa/obEdODkyea2WLMmDF+0+TJk/1jUxL0vPHGG/65xkL36dPHP9fwEqvfyiuv7BoaCn8h6fiPPvrI511mmWVcr169/HPVRcNPlPr27esGDBjgVG99WFh11VVdeD4+U/KfTz/91L3++utO76nlUpUvJk2dOtW9+uqrbvTo0W6JJZZw8lSds0n10Plq3Pcqq6yS3V3go/PRebVkmuueTIrL84dfQYcCq3yBWL3bJPkz17MlqzqvrI/ucW72vHZSsfAPPnTNc9VGKgcVTe8meWcl+RTFVkhT353kZk3v7OoaKwePz4+Y614f18s1dqscrKy+Wb3b+pB+rqGxct4pL37sPrv5PVffrfLMOI2LO7f04au4us7dKpxZEjZ/OdE1jxjtXOfK5brGJBzdYEiucj95b4q74Ph3E97K59aj0wx30kHTXK9+Oeowd46r61bvmrvlaGv6MDV7mmvukiNv8jvDbTDYNfec97unEtykSx92TdMrtx2V06XLJNepb+9cUXTDloNdw/L6mc/Rhnsk799F17hy3qShJ/NYbJbkrHw9VOeqSvpVVItTwuX73FZV1FRm0QgQQC8a51Z9lx49erhOnTo5TVunG/pKJQWChx12mN9dLLB87rnn3M9//vM02LVyevfu7Y499lg/DMS2KUA94ogj7KV/VFBt20499VS3xx57+O3//Oc/3c033+yf33PPPWmAbAfrfc866yz/UjdBbrXVVv65ZhCx8vbee2+/TWO5lbbbbruCAFrB7J/+9Cd34403+v32H30AOO+88+xlyUfV/Ve/+pV75JFHnAL3MG2++ebuRz/6kQ+obfvvfvc7/yFDr2+77Ta3+OJJtBOkp59+2mmojNJRRx3lDjrooGBvSzxVHaflLEg/5vny5vkTnvNNC7M1Kwj6snBbqVfynzah1N7C7U3Jh4gvS7f5MHPz3K6uKfmwmSfNnrWEmzxuUp6srmHL/q6hebpLovOK+ZsnT3dzJ0xKPvpULruxX78kUEp67Wfl6LmfkXw4mTE1cUseK6U+CkSTD1U5rseMpL6zps92Ez+tXN+llkiucVPSgiZ+UqkG8/Z3TX5mJo/Pl7exa/68blBSjxwOyTs3J783mj7NWYflu7nmL/KdW139SkkdpuQ7N5cE5a5y25lXWI/kIXEmIYBAmwsQQLf5JVj4CnTp0sUNGTLEjRw50veeqtdWr7NJPcLf/e53s5v9a83SoeBVQbiSAkL1xmp2DQ35UBCqYNRuPtSNigrclZRHwa6SbWtMvkZtyfTwww8XfDjIBrmaXUTBuSXd0Kg8Y8eOdd///vdtc9FH9YDr5spXXnnF71cPuXrQrVdcs5sowFbQbGmzzTZLA+gXX3wxnWfa9mubJU0hSEIAAQQ6tsC8QRy1Z5BvOFDtnRc1XlgBWsbCClbJ8VtuuaWviQJg9f4+++yzuWs2e/Zsp5k0dKwCx9///vfu1ltvdXfddZef2cOGXFx55ZVpmRpTfd999/l/CiaVFLTatp133jnN2xJP1LOuoF43Ql566aVpT7rKVpB87733+rfpl/TaqSda9bj77rt94K/FZMql22+/PQ2eNVe2brC84YYb3D/+8Q+36aab+kPVS27jzLXBzlnPw2BZr5Vsm+pcbAjIvFz8FwEEEOgYAvp2SyF0Lf6vY1whzjJWgAA6VqxK8x944IFOs20off755+6kk05yJ554olPvqYY3lEsvvPBCOoOHhkqsv/76fio89WyrzI033tgf/s4775QrptX3aXjJoYce6tZaay03aFDyNe3/koaHWI+0ZiDR2GiNTdYsI1tssYU7++yzLWvRR03Bp7TYYou5733ve05BuNJyyy1X0GMfnv/gwYPTOa/lFyb12Fteep9DGZ4jgAACCCDQPgQYwtE+rqMPeH/605/6XmQLCJ9//nmnf7qBTYGx5oa2IRbhaStQ/PWvf+032RCNcP9SSy3lX06aNMkH2m2xNLh62BU4q5dc473DpBselXST4QYbbBDu8s/Dmw1tmEaYSePCFYArcNaHhjCFC8N8/PHH4S7fC62eeq34OH78eNe/f3+/X6tAWiKANgkeEUCgYwuo77n2+uxUaxICxQQKI5FiOdhWMwLqcdWNcE8++aT7v//7P7+ctyqvsbx//OMf/ZCEX/ziF35WjfCkNLZZ/0ol9eZasrHO9jp81FhoDbHIJs2MYUnjkTUkRD3FAwcOtM0VH1UHDa9QAH3RRRe5lVZKbtL5X/rss8/8M/VKa2x2bCoX5NrwFZWZPXcN41AAraRe6J122sk/t+EbOnajjTby2/gPAggg0LEFklC0uaHmCOqav/r7V3OVp8KtKkAA3aq8bVO4xu3qn6Zi06wV999/v78JToHm8ccf74PscAxvWEv15mrYxwcffODU46qg0QLUMF+x5+rFtWnniu3XNhvaoJvyYpKGpYwbN84f8tRTT6UBtAJqTeOnZEMv/IsF+I9WcdSNiHLT+avHvdzwF630qB5rnUuxAFo95sV6/BegahyCAAII1LSAAtGGpspTSFbbSdazlHe1XZKqqQ8BdNVcipaviMbpnnLKKX4aNc0goZk2FBDruYY6hMMVdJOeLcm9sDXR+2octSXdfPf222/7l9/4xjf82GSbI9ryVHrUzXgaaqIbAsMeY80UYuOfF2ZoyQMPPOC0mmO5aQCzdZTfhhtu6D9wWK+zgm77kBDWM3ssrxFAAAEEEECgdgUIoGv32uWuuW6O0410GmLx2GOP+Z5c9TJrLmUlBaDnnHOO00wTShpaoeBvk002cUsvvbRfvVC92HmTel5/8IMfpNk1q4cF0EcfffR880CnGcs80Qwf119/va9rOKQkPMQC6XBbnucKfjWFn3qb9T4KinXuGjutgN3moi5WlnryZaneevWQhz3wBNDFxNiGAAIdUcCvQ1iLPdBNhEkdsb3mOWdaRh6lKs+jlfNsGIMCuuxNdlb9b37zmz6A1usxY8bYZqfeVwueDz74YD8TRbozedKzpxZeaPuk8c3ZMc6qm8Yaq2fdVkSMren555/vg2cNAbn88svT2TVUjnqUyyWb5k55NIxDKxQq6YbCcJy239ii/ylc7KV80TF5y5e0wHuTD2m5kxZdyZtaqVwtsKFV3/Kk5pxLTOcpqyBPzLkVHJjnRcz1yFPevDxxdyDE1CEib8z1iDFW3rwnGFOur2/egiN+NvJftkWSsy5ZhbA2x0DX3rjtRXJBeRNHAN0OGsEdd9yRzoN83XXXuRVXXLHoWWmWCkvhuGYF4EoKRBVAt3QKA/rsnMzqNbYFS+x9bbnucP5kzVVty4SHy32rzlpyWysjavhF7FLeOsbef/fdd/cfFrSKoC3lbTNrWN3sMbuUt14rgLaedvViW33zLOXdnKw41+Q+T/4+5/tDWuf6JlXJt1yxys679G9zskJdvhok66HNTcaeawW+PClZCrquXovrVC591uTZbu4nWpinct73x852Yz9qTBbAq5x36ZmzXbcZySwrdZV/7fWrn+aWT5ak7tS5ct7poya6Ka8nxdZVDrgnz2h2Y2Z3c7PqKo8FXeytWa7rK1OS1fIq/wGvT1Zk7DEref8c5c4dP9vNfGlC8qEzx2JHU+a4no1NrjHH8tzNTXPcqyOnu27J0vUVU1OzW61huuvUtbKD4svpX0x3c2ZVrq9aQfe3x7n6nvMWeapUj8YBXZMl2JMVEfOk7s2uPvlGLk9qSr7tq3fJdJg52qWbMztZylvLn1duw1pBUh8l8uTMU0/yIIDAggtU/uuw4GVz5CISCAPm1157rWQArSDTkhZCsWS90RpDrJk8WjqFQagCVo1ntqSe48suu8xeujvvvNPpJkGlbbbZxj/qP+pht6EUmg/ahp9on6bZ07lpijpb8lvblTS7iPKXSnbu2q/ZS6699tp0THWpY7Q9XMp7v/328z3PCrwnTpzoD+vbt29a33xLeesP4+vJv3xLbje4ockf0WR54zZMzbOT+a+bv8hVg7o5SU9+UxIo5EiTn53oZo76qq2WO+SSEY1u+Jv5lkw+Ykhft16d6qDgvHzqs3ij+3rv8eUz/W9vp1ld3fhrCqc4LHXgC190d7eOzHfdBnWvd3Vj3yxVVMH2Hv2a3aCNk/zNMwq2F3sxNWmi793wjpubLNFdKU2ek3xAbervps8svxiRypmdBMU3P7iYmzapch0UAv7sqCa3WMPnlarg97/3TFc3c3y+peBXnjTVde6Upw7J4k8brujqV6gcmPtKrDkkWWo1Z17fN5Ws6qpot1LqpOC5cpucV0yPmg6emcauUmNgfy0JVO4yqaWz6aB11fRp6olV0hCEUsMOtOCIpbB3Vz24ShoCEY7h1TbNRvHII4/oqU8KeLOp0kwT4VzK2RUSNfNFmCx41ra8Y5ptGEXYu62xzF27dvWrFGrmkVIpDObVi6z3lKV6ubMpPPdwFhONMVey4FnH6+ZGS4yFNgkeEUCg4wro+7Xa+x/9/R23xVY6cwLoSkI1sF8BsG7a0/hgTfemYRhahvvdd9/1U9BpFowf//jHTj2kSuuuu27BgiNDhiQ9K/9L6lnVstgafqC5pFWuja9WFi2bnU1hgKx9Ch7D2Sw044cCWiX18OqmO91wp7HXp512mt9u/9GYZluu+5BDDrHNZR9tpUTLpPmi//rXv/q5r3fYYQd/86Ttyz4qUA573VdbbTW//Pdxxx1XMNuHjhs1alR6eBhAq/dbPc6WdBOlDYthKW9T4REBBBBAAIH2I8AQjnZyLffaay8/u8W5557rg+gLLrig6JkpoDvjjDP8UteW4Vvf+pZfEEQzSWgIiP5ZUuCr5bA1e4fS+++/7772ta/Zbv+o4RR/+9vf0m2aLk9zJGvKOiUFxaqfZtFQL3c2aE4PTJ4MGzbMWeCsOZ7zJM3dHKYbbrjB6Z+lgQMHunCohm3Xo8Zn6+ZBm2NaQfKpp56aZtF52BR14YcHW8pbwbP2qxfc6qFjrr76al8Gvc8pJU8QQKADC2jcdt57PKqJqRbrXE1+7bku9EC3o6ur3lat0ldsOW4Fwvvvv78bOnSo23fffZ2WxlbArKT5jC+++OL5Vs3T2OLf/va3TrN3WFIAnU0KJhX4hkn10Bhm+/fPf/5zvhk0Ghsb5xuzPGjQoLCYXM9tKe/evXsXjK/WUAqdp87BUtibbttOOukkH+BbL7m2q266qfCss86ybH5oTLgAjPVCaynvNdZYI82nmwYtEUCbBI8IINDRBeYF0fMGRdTS845+3Tj/4gL0QBd3qcqt6uX973//m6tuCmo1c4XG9G611VZO8y9riIfGSBdLGsqgQFNDLzTuWT3V4fLejz76aLHD0m177LGHU5BsSe8bjhm27Rou8Yc//MEH7eoZVtJqiUo777yzr6t/kfxHvcP2vjpv6wm2/fZoM4po+IUCd/UK65+GpmgcdDi9XbHVCtV7rH8nnHCCUzCsMeSrrrqqr2M4nnyfffYpWHxGAbQt5T1y5EhfHc10YrN6KIBnKW+7SjwigEBHFlDAXHk+meoTopex+q5JtdSIALparkSOemiKtuxNfjkO82OSs/MnlzpOY3nD8byl8pXbriEMu+yyS9EsCirDISB5h2kULSzZWGwpb43Jzo7LLnV8uF03IWo+bE1hd8UVV/hAOu9S3jaPtnqcLdBnKe9Ql+cIIIAAAgi0HwEC6Bq6lroZL7zhzap+9913u+nTpzvNhlEscNWKeosyrbDCCkXr0Rp1qJalvPXhRknXSPNyKzF8wzPwHwQQQMDVJ13Qjcm3oLWWOtVelWuNuGbrSwBdQ5dON+uF8x9b1TW8QQF0nz59CpbQtv0d5THvtHdZD/UYL8hS3no/DUPRrCJKGvYSLjNOAJ2V5jUCCHRUAd2MV5sBNBF0R22zlc6bALqSEPurWqCtlvLWFIHHHHPMfPM9v/zyy95rwZbyzrPqQlVfjjKVizi35INJ3hSzjHZzstBH/kGYrVOH5KaEvKdWPfmqocoRdYj7IB1RcKtdEdUhb5BWDfVtNQgKRqCmBAiga+pytXxl9cdGM2toJgvd9Kcb71ZfffWib6Qb82yxEC3EovHMxZLy6Ma9cDaK8ePHp/NJr7LKKj7w1LhhuwEwW47e6/XXX/c35Gmea3vfbD7VoS2W8lYAHS6WonppPLaNf45dyjuZCyUpoXfyb96iLCqvdNIf0XxT/KmMJpesAugqrySnvG5uQ/KnvPIKdT7vjGRRnRkz/dNK/2maMs3VTcqXt1ErlA9IVmfLEVMMfHu6G9i3l+tUX/lWn4lTE4P+XVxDp+LtNjyHLybPdF82dndNjZV/RXb9cqbr0q2ra05mbqmUutfNcUv2qHOdu1bOWzenyTV0a3Cdu1XO29Q8201OFoVs7lR5lcO5ydLRnernusY+anPlU/2sua7vpOmu/zKV6zAryfvehBmuT7/KefVhZub0Ka5uQLfyFfB7m123ZTu5rivnW0a7uf4LV794np+j5KdowlRX1zXfst8NSRuu7/HVKqplKz4zWQlxTs7AuHPSdrv0T4qr3Ibn5ansW7ZubbRTP86Vf/LaqHJl3jbPVSlzOLvasUDlvw7t+OQ7+qlp2IfmZH7iiScKKDQdnrZrerswaZYNW81Qcx6HAXKY7z//+Y/bcccdC2bU0GwVWkRFSUt3a67lcIYLO17TxGkRlJtuuqnoLB6WL3xsi6W8w3mmt99+ezd8+HC/UI0F+rFLedclS/92chuFp9Viz5vcC0lZk/OVN3tushx0vgC6btQYVzc13zLac94a75q/zLcUc8+eyXLFq+T7gDDknSVd07h89V1FMcrMSW7uzMr5Rzb1dq+Nydfb1793L9dzdr4PKH17dHZb9NLqm0mAVSEt1qfJLbm4yq1c9tTpdW7EU0kQnwTHlVLXxia3wjIqdmqlrK6us3PLDkpCnxmV6ztjZp17p2sfNyPPdU4iqcWX6uwaG2RROQ3+6Sauvnu+8Kt5xPvOTcnX3ic+N9nNnfBZ5QokORZba2AS4uZrl+6jL5IPjPnae8PamyWfFVfNVYdazqQAOsdn4qo7xVqsc9UhttMK8eGqnV7YPKelIFbBs2bo0PhpS1oI5R//+Ie9bPHH008/vWjwrDfSFHcK1G0KvEpLauuYtljKW/NLWxo0aJB/asGzesXD3mnGQpsUjwgggAACCLQPAQLo9nEdF+gsNExCC6BoHuY777zT/elPf3LduydfnSdJ2xZ2irlSldJc0wpAzznnHHfJJZek2dQjbTNYaAo4BdLq6dWS4pqX2dIzzzxjT/0jS3kXcPACAQQQqEoB3UhYa/+rzX7zqrz87a5SDOFod5c0/wltu+227rjjjksP0HR3u+22mx8+od5ULW+93HLLpftb6onGB//qV7/yxYVBuvXgaseBBx6YLuRi0+K98cYb/pjsaoi2hLbfmfyHpbxNgkcEEECgegRqcThELda5eq54+64JPdDt+/qWPTvNYKGeYP1Tb7SSbvCzZNvsdUs9hkF7WGa4aEn2BkXNamFpzTXXtKf+kaW8Czh4gQACCCCAAAKtLEAP9EICP/XUU37VOhXz3e9+122++eZFS/zxj3/sZ5zQstqHHHJI0Tznn3++e+utt/xiKZdeeqkfm1w0YwttDOcstiJ799ZMEPOShlrkTeol1pCMs846q+IhWvDFUrhc92uvveaXHNc+3UioOZZ1g6CS3GxZb78h+I/N5MFS3gEKTxFAAIEqElBPrhZTqbVUi3WuNeNarS8B9EJeOfWM2vLamgO4WACtoQnhTBelAmgFiBoHrEAw79LbC1n9+Q4vFlTPl6mVNqyxxhpu6NCh7sEHH3QarnHAAQf4FQ31uOyyyxZ9V5byLsrCRgQQQKCqBJJ71ZMAuvYiaI3ZJiFQTIAAuphKxLYVV1zR9xjPmjXLvfPOO0WPfPXVV9PtyjMjmRKqa9fC+VrVi2rTuoU3zKUHdoAn+tDwk5/8xHXr1s3f1Dh79mx/U+Fdd93ltt56a3fwwQc7zT8dJpbyDjV4jgACCFSngALRxhrszu3EQNfqbFBVUCuaxkJeBA1BsKDu7bffLlqajdHVTk3PpgVCsikMvjtqAC0TeZ5yyinub3/7m+991muNjX7kkUfcEUcc4WfmyNrZ67gVyOwo5xc/0VLeGrKi4F1jwn/0ox+5v//9734oyVc5C5/ZUt62laW8TYJHBBBAoJiAenNr8V+xc2FbRxegB7oFWoAC3pEjR/qV9hSEaRGNMIUBtLZrrO96660XZinove7IAbShaG5l9UYraFYgq+nt9OFDU+1p5UEt9qLUvpbytrNvj4/5FiXxZx6z3HVr5W2Pl2BBzyni0i3oW9TEca31TX5rlVtlqOp8rske6BocdlJll77dVocAugUubRjwqidZ07RZ0jCEUaNG+Zea21jBdDikw/JZD3Rjshzw4MGDbfN8jxrqofHBH3zwgdMiI9b7PV/GYIOGl+jmRNVDS1DnTR9//LF/Lzs/rVxoSR8C8iwQYvXVB4yYFC7lren1dJPiH//4R1+EFnmxALr9LOUdoxObV3N7J0vK5UnN45KvSXJ+MaXfHo2Fq1WWeou6znWuebF8yyt/mSwHPWl6t2QJ8sqRxZy5M9yszsly0Dm+Gv5yyhTXp2djrqW8G5M6NDd2c3U5lv2eMn226961k2voXHmlvGmzZri53Tq5+s6Vl2OeNmeGmzy7MVlOvLLx3LrZrnNDs2voXvk6182d7ZrmznKdehQOIyt67ZrmuIb62a5hiRxLbidLu9d/nAxP61m5DlrKe9InM92MHjnKTT4kdR3zpWvqNG+O+qL1/N/GZpf877PZbvoXlX2TrK552lw3c1blclV8tw8muAYVm+MDRZ1ab9fk3HIEX83TP0mKXDJfwUnOOtcr+Zfj/FTpKkoawlGTY6BzXMMqYqYqi1CAALoFsC3AVFEaxhEG0Ap2FURrfO/uu+/uA2gFn9lkAbSCZw1byCaVcdFFF7nsnMfKlx1PHR6rcrXi4KeffhpuzvX88ssvd/p3//33u5/97GfuySefTI/TMAvd8KfZRWzJ73BOZz0/77zzitZXi6eceeaZ89X7qKOOclOSIEdDNhS822qE9qaavUNjnrPzQLeHpbztHFvjsZPbOHexTTPuTgLoCfnyNyTttLHyMtMqrH75JECY9dUHsHJvcP2/erlXn6u8zLTKmNmt0X0xMd9y0EsNTuqrAHZW5eWuxzX3dG9PyFfuiov3cA3TkqhqWuVlnvt1b3SfJ0Gb078Kaa7r4kZ/WTl4VjH9kmwbLZksq95Uuc51Sd7GHsl/Zs2sUIMkX0/n+m/Qw9U3VV7Ke3qycvXiH3Z2Mz9P6pEjvfToYm7m5Mrlqqi+D73tmqbmaz/vun7JSt752uVyfbq6+hzLlKsOmw0Y7Rqen/93t/ZlU+MOyTeM/RO8HKm572dJWPxojpzKkrQ1t2nyWHsBdM4TJBsCNSOQs6upZs6nTSo6cOBAfyOh3jw7DtqGbygwtiWnNSvHRx99lNZVweZ7773nX4fBuGVQ8HzCCSekwagCZpVngatuSiyWRo8e7Y455piC4DkMth9++OFih823TWWEwbNl0GwZtuT3tGnT3DXXXGO73JVXXllQ33Cp8P/+97/upJNOSvPaE31wUHD84YcfpsFzuJS3LY8dzgmtY81VPe2WNJZZ5zp27Fh3/PHH2+b5HjVu2ZJ66TWuWb3a4fva/jCg1zhpSxpuomQLwbCUt8nwiAACCPxPIPlCSV8U1eI/riECxQQIoIupRG5T4LfSSiv5o6wn2YqwAFrDEDQ22lb2C4dxKGi03ttiAfR9992XDvvQFHjqEdZNduqN3nHHHe2t3MyZhT1K119/vbNhF3vttZfPv++++6b5J0+enD4v90SBuJb8vvbaa/1NdmHem266yd17773+xr+wZ9ieW3332GOP8DDfE//ss88WbFtnnXXS1wqAjz32WB+Ia37pJZfUV5zzUjhXtbawlPf/YHhAAAEEqlQgiZ2TQRy1969KOalWFQgQQLfQRRgyZIgvST3JFgxrQxhA67WtohcG0GHQnQ2g1et53XXX6VD3ta99zd9UZ3M1d+7c2Z188snpnNEa/mBpwoQJbvjw4f6lxl6rx7dXr1622z+Gqw4W7Mi8sCW/1dOuQDxMmnpPy3K/8sorbsCAAeGu+eprO63nXMF3mHRzoCUF/lpMZpdddvGLs4SrImYD6OywFi3lraXAv/e977mHHnrIqd6lkj789OvXL92tceIa8nLGGWc4LZIT3uyp3mxL+gbAgvoXX3wx7QXXfh1j1zTPOHErk0cEEEAAAQQQqA0BAugWuk4W+Gq4hfW+aiiCfa1vvasKZpXCcdAWbCmYU2AWJt30Z8M9dt5553CXf969e3enGw+V9N6WFAhaIL/rrrva5oJHLVySJykQtaRxyvvvv38atGu7hizss88+7uyzz7Zs/rFYfbXDPkTYedtBYf11XmHSGHIZHnnkkW6nnXYKd6UfUhRYh0MyVC8Ntfjtb3+b5tcHi2zShwt9MFCvtyWZasx6uLKiPiyEvfybbbaZz67rHFqGH1QIoE2URwQQ6OgCya9xf19lrT129OvG+RcXSO6qIbWEgAXQKkuBoQJh62VeeumlnY3btQBaeWxBFQskNQzEgmGr07hxyawI/0uaiaJY2nPPPZ16czV+13qsNe2bJQ3luPXWW+2ls95yjUW2ZDcFfuc73/FLZuvmQQ3ZUPr/9u4FyLKqPhT+6u7pGd5vEZ+AGqNSV4zcSEQSQbmJWiIaYzRVMZavihqRaDSa0hATLTUxXPP5QKPWpxHBkqum4uMmEqP4AE0ELqQiSgLXR/yigrxH5j397f/W1ezuOd3nTM/p1b3X+S1qOKf32XuvvX7rzPT/rLP2+kdgn0uMfsfUihgNf93rXtdujuXm8lSSuHHwj/7oj9rt3euNwDf+RHn729+errzyyja1eVxvBLpRcmAdz2Oqy8tf/vIU85ojMI6f88h1vN4tUnl3NTwnQIDA+hToY1a/mHaiEBgkcHdkNOhV20YWiBvJItCMUd+4kTBWqFg8fSNOdlwznSBGKGP+cSRU6X7d3w3Cc8XdAPpTn/pUuvTSS/NL8495mbxYveLmm29ubxrsrroRS94NKzHS3Z0mMWz/bjCbp5TEMSu53jz1o5vKO9Kjx42TMYUjUnl36+teW3jnUeU8FSOmVuTpFd19hz2PYP2KK65IMef7fe97X5sZMkyXKtF3cV0xKh3HRYkR55jSESU+LMXKIQoBAgQIEOgKXHPNNSlu5I9vPl/0ohd1X5p/HoNs8Xv/8ssvb79hPvnkk9NTn/rUPaZjzh/gSVEBAfSYuGPkOEaQY9m6PKIc84KjxA2EucRUhBi9jfm1MY0j1nG+6aab2pcHBdCRmCWXmM87rMRqGCeddFJ77nwdT3nKU9pVQj7zmc+0NxVGUBeBaQT4cb1RYppHHLevZSXXm+uUyjtLeCRAgEBdAjGSO8Jy7euu0asxAh3fFj/vec9LV111VXsPzqAAOn6Xx7fL3d/7kUgsfk/HwgLde4bWHdqEXJAAeowdHQFwBKQxAh0jzN/5znfas+f5z7mqGJmMADqmeHSnLQwKoPMx8RjrSy81Epv3i7nDj3vc41J8us0BdEydiGkQMWUjbs6LJeXOOeec9J73vGc+gI6/zCsZtc31Dnoc9Xq7x8YofkwniTnVsUReLJUXo8yRyjuuP/6hiRVBBpX4R2klJUaMI5V3jDbHaEBcd3zSjw8+MSod2RAHlagvvlG47LLL2pel8h6kZBsBAgR+GjzPNgNIfSsbVuGaL7744jZ4Xs4ifg9G8BwDbn/xF3/RTu+M+4xiSdm4F+njH//4cod7rYCAAHqMyDkAjmkUeYm2CFaPPfbYBbXkedAxAp3Xfx50A2Ec1F23OaY0xFSRUUp3pYoI5rs/j3L8SvdZ6fUuri/aKZX3YhU/EyBAoJ8C02kqbVyFYHS1NcYd9MfN8nH/UHzjutSgTwzc5BwLn/jEJ+bvW4rBuOOaQZuY1hHTNPP0x9U2cP7BAgLowS4r2poD6Dg4z1XOwXL3hA996EPbG+dihY48zSMCxsU3EMYx97nPfeYPjakeowbQkZ0vl5hWkdefztuGPeakJbFfN4FIPi6+Xsqlm8hl8fXGfO8Yle+mHh+UpCSfKz9K5Z0lBj/OpUiec3fimMF7/Wzr7vhrfvcKLcvuO7WxWVbl7uQyy+47c3NKm+5euWS5fXc3Hyp33b3K4nK7pv1ntqcDmpTUUyOsEXT7nT9Ju/ff1ew7fGTr/7ttezri0Nk097ObVpe7iOlmXvv++42W9vuuLdubpHP7pdmNw/853bpjW9o22zRsdvi+c9t3pqmZ6TSzafi+25rEhtt2NyHKCGm/U5Oee27L7iY19vC+2751Z7rr1h1Ndvfhab937WjSYt+1PW2L1OrDSvPtzc4t29KGEVKPpybt99Tubemgo5v35pAS30FtvGlLuscxw/eNU83duSVtPHC0fbc2GS8PjOsd4YuumeZ9OTNiJsI2Q+eO4X3cNn3uJ2luQ+Mxwt+Ndn//W3cCcX9NfEsd37J+7GMfG3h9MfIcv7cjYM43/ceOETDHylKXXHJJioUClvp2dOBJbRy7wIh/a8deb5UnjOA2VpSIgDOmaETpzn/OjY5R2pj7HIFl3BwQpRt85/3isRuQxo11i5OGdPftPu8G0Ndee217Q1v39WHP45hcugFy3hZZ+3LJU1Xi5+71xkoeeY513jceYxm6V77ylQtG12O7VN6hMFrZlb7a7DhaRDq1vYmu5kYLoKcPeULzy3nheuFLXdFcM0qSdvx4qZcXbL/lf307bb/hp3P9F7ww4IeZH98zHb67ueal79+cP+obh/wofeOW4TfJxgF3pIemL18XgeDwE9/zyIPSYdNN+5a5iTRfxL2adNAHNcFjiih2SLm9iXy+8uOof/iHnyM3TqeHHLQ77WyC0mFlZnpX+r+3NoHrruFt2z23Me1qbn7dtXWU98TGtOF7+6WdPxmc7bR7XTvnZtJd+x2eto6YnvvnYtn4zXd/EO+ea/Hz//ak2bTfzGj7PnSq6eOto/3duOGq/dJdN422786bNqZbbhwtnfjRpzbLi84NT+0e7Zze3PTvXTcubvLgn2cOaVKENxF8TwPoET7nDm73Gm4d56B5DEy94Q1vaFflim+Ulwqg46b+KN08BJngkY98ZBtA52+v83aP5QV6+tewPNQoNUZik7yOc84AuHj+cz5PHpnOyU+WCqDj65qcBjv+snXXIc7nigD3ne98Z+qOGseKFocc0vxj25S4ebC7xnJsi0+3Mb943KV7vTl4jg8M4ZLnb0cmxVhLunu9cR0xjSXW0JbKe9y94nwECBBYW4H4jiiWsevjf+OSe9vb3tauVPXqV786HXTQQUueNi8s0M1rkHeOjMZRcn6IvN1jeQEB9JjNu4FwBI5LZftbPDLdPa57SRF0Pve5z203xdzqGKW9+uqr25sBIwiOG9he+tKXpsi+Fymvc4m6f/3Xf739MT7Nxg0JMa8qSgT3kW2vu9Rd+8IY/hfXGzfh5RJ/2eMGiLhh8cILL5z/RB1rN0cCk27pftiQyrsr4zkBAgQI9Fkgfue99a1vTfHtcORSWK7k382D7l3KA2PdJWOXO5fXVk/AFI4x20Yg/OlPf7o9a6ywEaOqg0p39Y2Y9hFL4C1VYhm6L3/5y+1aw7Gyxtlnn73HrhG4Ls44+IxnPKNduSLWNY7EJbnEusm33357u9LEP//zP+fNY3mM6SvdLIsR5MdXVYNKzpSYX+suy5NTeUc678Vl8T8qg1J5xweKXGJU/Ds/WxElb8uP0T+xfnT+xyin8s6vx1doeV3nQam8Y652TuWdryOO+cAHPtCeQibCLOmRAIFJFth08Kb0xD98wrIEW+7Ykr74119cdp9xvnj8o45PP//Yn1/2lBv3G22O/LInaV6MlZ4im21M4ehmvR10XP4GO240XFxy3oVB9yYt3tfPqytgBHrMvt0J/3maxqAqIjNhXjYu5k7H9I+lSgR5kY46AtE8nSPvG38RY+Q2As3HPvaxeXP7GJ9UY3vcdJCz/cUL8Rcw/jIvlWp7wUn28ocY7f7BD37QHnXaaacNvN78CTqnOc9VdKeZjDOVd0xvWa5I5b2cjtcIECCw7wLTTTC4YcPM8n+awaQISkr9mWlu0h12TdMzewaxe6sR85Xf/e53tzfzx7fISh0Cg4dH62jbmrQi5h7HaPEoZakbCAYdG59EY0Q5/sSobvyFjJHTWF0jfyIddFwkTXnTm97Uzp3Ox0Zq8cc85jHt7mecccagw9r1qXOGwxzod3fsflDoTkfJI7mx79Oe9rT20/bi642ANlKPx1da8Sk6B/fdUfnVSuXdbUN+/uhHPzrFn/iAEvOvY5QgvkmIUf14nkvcNR3bcjnllFPmU6Tnmy7jLuk8Ny3a9Yu/+It5d48ECBCYWIG4ufR/v/kz66r9//erN6T4s1z5uVMfnM44538st8vQ184999z2d/BrX/vaBb9Dhh64zA7L/d5f5jAvjVFAAD1GzFKninnF+UaCUeuMwC8vkxfzq57//Oe300ve/va3j/wX+jWvec181sSYYz2odAPoUVOP57UspfIeJGobAQIE6hDY97Hc8g77es2R8ffDH/5wOu6449rfu6O0IH/T3F0uNh+XFxKIATRlbQUE0Gvrvya1x1SJWBIvyhVXXDE/Gr3cxcTqGDnjXuy31FrOMdqcSzcFad62+LH7D4RU3ot1/EyAAIE6BCIQnWm+Se1b2del9+Lm/shyG/cexSBRLjkQjqmMsdjA/e53v/T5z3++fTm+JY7S/X3abmj+F+eJEtNAlbUVEECvrf+a1x7psfN0juUuJvbb2yKV9y/tLZn9CRAgUKVABKKRQ6hvZcM+XnOsnhVL1kUQ3f2GNn6Okrd3v9XNA1SRgGxxyVME8ze3i1/3czkBAXQ563VZ01e+8pUUq2EstVpIvugvfvGL+emyj91/BGJO8aiZExefNI6Tynuxip8JECDQY4GpJgnMhJU8qry42bF6UyRFiakYEWR3S06YFgNX8Y1xnn4Z++TznXrqqd1DPF8DAQH0GqCvpyrjJrlrrrkmnXTSSQsuqxtQx/Jt+YbCBTsN+KGbiXBvUo8POFW7KT5lR9bC+AclbsCI8pGPfCTlmx/jRr1Y/i6Wkxv0dVd7wDL/i2PyJ/onP/nJ8yujLHNI+1Lc/Lg4EUx8EMlL3p188snDTrGPr8df3UNHPEdzI+TUgSPuOzyT3fyJIr3z7FHzPy73ZPqgDWn2vs2cvRG+wT3ge01q7KM3jZSe++Abd6UHHXFw2tC8D4aVrTfflQ7Y76C0YXb4vtubNNP32H9D2jRCeu6d23ak3c1+0xtnh11C2tAkPTrq8Ol00MHD/+ndsTl+cU6n/ZrrGFZ2N0u8b969I+0YIe13pAjfue0nTcrtYWdtvnLfuTsdurVJJ37A8PTc0zt3pQ2pcbvPcIe5JpX3zK4mNfb9hp83Umfv2vKTtKtJlz68zKXtjdv23QcM37XZ485tm9ONwy+3Pdehm7ekDYeOcg0p7WxShM/NHta830d4wzdZQqdScxGj5OfePVomxJEaX3inoJjEEeiVMMdN+nGTemQqPu+881LcfxTl4osvbtOA3//+908C6JXIjveY4f8yj7c+Z1snApHh6M4772yTq8To8uIAuju/Kn/ijUuPeVrxtVL8AhxUugF0rDEd87Ui22L8gxDpyxcvT5fPEcH2H/zBH6TIqhjzwWKZvZh3HTdgRGCaj7/++uvb7fm4eIyF6SOAjnndEQxHmvH4+SEPeciSKdLz8d31oWN96QiK/+3f/i3F2tkRmHcd8jHxGHO3I5tiJKeJNTtjDehob16aL6av5EyMBx988JJzxrvn3JvnG9Ivj777aL/zRz/fz/acuscTRj7myBc2Qev2H420/xPvd23aef0PR9r3ybcdnbb/eOmMXt2T/L/fOST943XbupuWfP7E4/dPDx8xdfQNmw5IV98Y5x1+7tP++1z67dM3L1lv94Xb/iulG77S3bL082t37Uhv/tFPmr8rwz8Abdl9e7p19pvpriYoHVbuteHIdPaxv5Gmbh5+3sMPm0u/9eydaf/p24edtn19+r5Hp6ndw81i5x9eujHd+t3h1xv7XvH9I9Mdt/w0aVT8vFz5n3f+n3TDbaO91y54+OnpwSM4RH1H3PuYNHdME0CPUu7cnqa2N4Hx3PBU8ClSefe0xEeJSZwDvdLuigGjs846qx04iqzBsaLWJZdc0p4uVvUYtEb0Suty3MoEBNArc+v9UTFyG6OkseRe/Hn5y1++4C9kd+m6PH0jAuC4OzgC6MVfOWWQuNM41nmOke34tNwtsdb1Oeeck371V381vf/9728zLMY/ClH+9m//NsUa0lFiHenIrhgj492S18pePPcrlqCLfaPOZz7zmd1DUgT0y83x7qZKveiii9qU6Et9OOguXB+ZFSO4jxKZFiOAzsFz2Ma8the84AXt67Hu52//9m+3zyf3fyOMxM3j7MW+q7Pr/JV4UrdApJUetQweMhj16OX2G/0aljuL1+oSiMRon/jEJ9qshXkQK34vv/71rx95NY+6RNZfa/Zxevz6a5ArGk0g5lU97nGPa3eO9ZjzOsb56BiRztmS8hSHWNM4Rnaj5LTgef/8GEFlzqIU22KtyhykxjGRyjTWU16cejwfnx9z8NzNOpjrfMQjHpF3ax/jU3oErd0Sy/ZFwB3TTxYH8t394maNHMTHh4IInuOaBy0TmB3i+Ph6LZcYYe/uHwl0up6yEWYpjwQITKpAfEzo65/V6LPIWBu/b5YajIo6zzzzzHbAKgat4tvXuAnxRS960WpcjnOuQEAAvQK0Gg6JYDSCwDyqm0eZc9viruFIhNItMfc43xXcnSOd94kR2siY2M0oGCOxi/+BiDTicVPE4tTj+Tzdx9i3W+Jrqzyym7fHPt3R4dgeSwTlgHu5BeejHfEPWbfENef51N21NmNqSC7dAPrqq69uE7Hk12JEPM+Fjg8PMXKvECBAYNIFIuDo25/18P1AJBZ74AMfOOlvn3XXfgH0uuuSMhcUwWXMR86jo4OWqYupB3k9ysVXNWh7TGPIAfZLXvKSganH83niH4TFqcfzazEHOqf7ztvyY3xiX3zzXjejY/e4GJWONObxlddyZXGAH/tGgB83FUYWx1xiPndeu/MBD3jA/A2HV1111bxj7HvCCSekG274aXar7JvP4ZEAAQIECBDov8CG/jdBC0YV+PjHP57+9E//NEWCkzxKHNM4IniOqQ4R9HU/5cZUjLi5L0oEk09/+tPTH//xH7fpriP4Xpyy/NJLL233jakfMa0i9snpw3Pq8Q996EPps5/9bDvfOUZ5u1Mf2oOb/8U1RoAdGRPjumIaxze+8Y12+kfsE9NI4vVc8lzkmBsdwXQcF/vEjYexrF7cLLlced7zntd+lRbBd0zniLnUOZV3HomO42N+9aBU3pH+O+ZtR4lr6I6aC6BbFv8jQGDCBfL0jb4xrIcR6L6ZTcr1CqAnpacHtLM7jSOexzSOHEBH4Bgjt7ECRpRPf/rTKQLk/POA080vBxeBa3e1jQiSc6Ac615GAB0lRqvz9u75YlpFTNWIGybyzYx57nXs1w1q4+eYwx3l+OOP3+O49oUh/1suyO3OrV48TSSmccTNj1Fy1sU4V56+EcfGvHGFAAECBJrpGz1cB1oA7Z27lIAAeimZCdgeQXPMdY5AMILjGImO0dhI2R3LyC0euY2b5XInkdWXAAAxUElEQVRZPI0igsvuKGzeb/FjdwWNCKAf/vCHL95l4M9LzWOOgD6nNu3OVx54kiEbY2m6mIYSS9jFtcVIdMyHXqrE3OkYkY5pHXGDR5SYMhIrdESJmwnzDYrtBv8jQIAAAQIEqhAQQFfRjStrRJ7Gcfrpp7cBdEzhiNUv/uzP/qxd5zif9fGPf3w7XznWWf7whz/cbo6pFbHviSee2P4cwXUeoe3OQ87nyI+xJnIuEaDua4lAPi871x313tvzxvqa73znO/cY3V7uPHEDZkz1+Nd//df2GuLDQaw9bf7zcmpeI0BgEgUikcpMD0eg+3jNk/j+Wos2C6DXQn2d1JkDz1g1Io+kxioaMRLbLflmwgi0Yx51zI2OY2Oh91inMq/kkY9ZbtS2u/h793k+dl8ec3v29hwx5SJG3OO6Y/52JEGJNbJjdDxG6Rev+hHnjzWrX/ziFy+4oTHme0cwnctyU0PyPh4JECAwCQLTTUrJjdNLf6O3Xg029PCa16tlbdclgK6tR1fQnggaYxrHF77whRQ3+0WJqQcxuhsjqt0VN7pTKeJmuUg1etppp7VTQWLuckypyAlFBl1KdxpIZPrb1xJTUGKucYx+L55yMuq53/KWt7TBc0wBee973zs/7zqOX2qUPOpbPI0lRt7z/OfIYJjnk496HX3bb65JHT03Qva9aNfUdPNPzYbDmyfDZxROzU6l6UObBDsj7Dt9x11pw5H7p6mZ4QsKHfr97em+R882HxYXrhk+yH3Xzm1p0+Eb0sb9hv8TeeDNO5qMlRvT/gcOzwm9Y+ddaceuDWmmWeVlWJnZb1vaeOh02nDgxmG7pnvesTUd/ZNt6eCDh+9759bd6frNG9KD7nGvoefduHNjk/p8RzriuLu/OVrqoE3NfnM7b2syzI+QRnv3XNrZXO/O3ZuWOl1n++7mA/tP0uw9h19D87k+zfzn9nToPUY5b0r73zqXfv6oe3bqWvrp9l3Ne+L+RzY7DH8P77q1yQr54+Y9HBc0pMzM7Gj2iPfk8PM2Oc2b/Yafc0iVa/LydNO8jT0cgR7+N3VNOFW6DgSG/3ZYBxfpElZfIEaXI4DO0zDycm2xSsdyJdZGjgA6gtjI+hcBePyJm/7yDYDd4yNNdi7dtN+LR71jn24q73w9+dj8GPVGIB71xc2FsQLHN7/5zfbnUVJ5xzE5QUqsNBIBeaTk3ptU3rF/rMQRy9nludCrnco7t38tH3dv/2Lzu/zWkS5h6vAzmiC3CaBHKAc+vLkp9OhvjrBnSoc8vEltvG3hNyZLHfiS/7Y7vfCHI04b2rRfc97RUkefet9D0qajYmRteFrqLc1iLXf+W6SZHp5qeuORG9J/f078+h4eMD1824b0q7c3FsvM2c8uc7uPbOK6J6VmKZ68acnHqeZDwaZHHNWEdj+9mXjJHeOFHc11xjWM2B9f/8iutOVHP70BeNnzNi/+0rnHpv0PHuEamn1/5Yib065bbh52yvb1hx10ctpx69aR9n3A2Q9I+48Wa6ebv3BduumD/zzSeY94ziPS/j83Wjr6NHvoKG+Hkeq1EwEC+yYggN43v2qOjmkcseTb1q0//WWSV9uIwHpQiQQhT3nKU9o5wPn1HEBH8PnBD34wvfrVr84vzT9GMpZcugH0ddddlze3U0T+8A//MH31q1+d37bck2OOOaYNmGP6RCy11y1RRyyLt1T5zne+M/9S1HfBBRe001PmNy7xpJvK+zd/8zfbbIcRSOfR91hdJE/9kMp7CcSlNjcjVaOXvdh5hBHtu+vdi/OOMnJ494l7+GxvLNZB8/amn1eraXtzDcM/H60D1H2/hKnmg2Af5xP3ceWQfe8tZxhFYPj3nqOcxT69F4jgOYLobjn++ONTBKeDSoz6xoodj3nMY+Zf7o5WdwPivEOM9uZpDzFFZKmbDV/3ute1wXPMkT7ssMPy4Us+5uuO+cq5xLSUaFPc7PjSl740b97jMacZjxdiND3mUceodqT4Xlzy6Hxs72YizO3IwXMcn9sZ+5oLHQoKAQKTLBCfVSIY7dufqR5OO5nk91nJtgugS2qv87q6AXBcakyL+PrXvz7yVXeDyghGzz///HZpuxjVjrnBkZ0w3+i33JJzsYTcs571rPaGxU996lPpXe9614IEJotvUnzUox614Boj4cn73//+9I53vCOdccYZ86PqC3b62Q8RKHdvgoxpH29+85vT7/3e7+0R+H7rW9+aP0W3reHUXc86lq/LU1Wk8p4n84QAAQIECFQjYApHNV257w1ZPI0j5iW/4hWvSCeddFKbUTCP9I5aU0zX6E7Z6B7XDVq72+N5jNhGAJtLrIYRCUm+8pWvtJvySG9+PdZu7paPfvSjKf7kctxxx6XuVI28PR7jxscI5n/4wx+2myNIjukjucRaz/nGwBjNziWn8o7gOV4Pm3wdccwHPvCBdlejz1nMIwECky6wWjNmVtO1j9e8mh7OfbeAEei7LSb+WSxll0dWu+s1X3nllek1r3lN+q3f+q35FODDsO53v/u1UyjyfjEdI4LOpaaE5P3iMepZXLrzpbupsmO/nMo7Un53p2TEVIpIbBLrOy9X4kPC0572tHYJu7zfbLNKQtxUeO655+ZN7Yoc3ZsZs1XcQPiwhz1sfr+unQB6nsUTAgQmWCCmhfdt+ka+3gnuNk1fRsAI9DI4Nb70J3/yJyn+LFXihrt8013cVHfhhRe2CVNi/7xaRcx//v3f//2lTtFuj3WUzz777HYljVheLpZ0i0Qnz372swceF6O2edpDd9m8vHOkAM+jyjE3u1tyKu+YfvGXf/mX7dSTGBmOlOIxD7ob9A7KfBijx/HnZS97WbuaRixdFwlS4gNFdxm73/iN31gwlSQC6JzK+9prr20vKZKpZKcI4KXy7vaU5wQIECBAoA4BAXQd/bgqrciBZayqEQlUPvvZz7bBaASscWPem970pvkR60EXEGtGx/SJcZTu+tPd8w1K5R3L5w1aQq973KDncRPiFVdc0S5h9773vW+vUnnHcVFixDlP+ZDKe5CybQQITKqA6RCT2vN1tlsAXWe/jrVVMfXiVa96VYrl2N72trelz33uc+160fE85kfHSO1alVjtIt+YWDqVd7Q71nu+7LLL2vWnwyA8PvnJT7Ycpm+s1btCvQQIrDeBvi5jNzzt0nqTdj2lBMyBLiVdQT2xXFtM/zj11FPb1sSNdxE8rpeSA+m9vZ4YMY5U3rHMXix/F/OmX/nKV6YPfehD7WoeS50v6uuOsMf86+5IuQB6KTnbCRAgQIBAvwWMQPe7/8Z69TEH+ZZbbmnPGfN7Y4WKQeWpT33q/IoY3+kkIhm072pvW6tU3t/+9rfTi1/84j3We77mmmvaJk9CKu82/fBUk3luhDKXdo+ebmSm+Ubj4Hs0mY1H+Hx/Z5MJMfadHmGc6Oab0tQRTVa92eHfmOzefEea2u+I5s/+w1s3vS3N7Xdgmto0fN+pO25L04dNp6kDmjTPQ8vmNNecc2r/EbLUbWkSIG3f3Ow7PN11aqYqzd21NU0ddvTQK5ja0GRYjDTs+4+QRXJnsw775htTOuxeQ88b6fSmZ29JBzxwz/XW9zi4TYfd9O+BR+zx0p4b5pqMl7enmXvdZ8+XBmyZ+t6P06YH3HfAK3tumtvdTEA48KjmheETEaZmN6cN924cmmlsQ8uuZo/IMJhG2Df+TozyXh9aafkd2lTe0/3LGrOhh9dcvncns8bBEdJkWkx8q2Pqwd///d+3Dh/+8IfTscceO9AkbpTLJd/AFz93A+5uUpO872o8xo163VTee1vH4lTeo86djqQq3WQpUW/Mx87zn+MmytrLzH6nr0oTpx/9nFU57wGrcta9O2lcw2pcR4ReffvH/Jd+c+/sRt378NNG3TOlUULy0c92955H7cU13H1U3c/iPbqxh0lJZnt4zXW/k9ZP6/r2b+76kavwSroB8ze+8Y0lA+hY4SKXWK4ul5j+EBkGI7CMwHRQ6WbzG/T6SrblVN7//u//3gax3UB+2Pm6I+ixDN6oJVYKiZVIYq3sWMYu1oDupvKOGzAVAgQIEPipQF/nQE8335YoBAYJjPCd0aDDbKtR4Nd+7dfaNNbRtve+970LlnDrtvdjH/vY/I8PetCD5p/HkzyCe/XVV++xZnSMcEeWwXGXHKzGknNf+MIX9jh993oXv9hdNzrWu15cYh50Lt3gPz4oPP3pT2+X5TvrrLPaXXKClxgVj5sLFQIECBAgQKBOASPQdfbriloVUyHOOeecdqWNm2++Of3O7/xOesELXpBOOOGEFMlBYqQ1MgvGSGuURzziEe2qE93K4ga8WPYu1n7+8z//8/Tc5z63HY3+l3/5l3TBBRd0dx3b8whg/+Zv/iZt2bIlveUtb2nrjvTesf7zl770pfmsgIMqjFTeMY968+bN7RJ27373u9Ov/MqvpGj/P/3TP6XPf/7z84fl9Z3nN/zsyUMf+tA2lXcedY/l6/ZlRZDF5/czAQIE+i4QM8eHzx5ff63s4zWvP8U6r0gAXWe/rrhVkZEvguU3vvGNbRAZQfCgEiO3r33taxesOhH7xajsxRdf3AazsW50/Mkl0ncfdthhKY/U5u37+hgBcKT+Pu+885r7o7a3HwC654zkKTfccMMec5Zjn5juEcvz5WMvuuiiFH9yiWD6a1/7Wnve7373u3nzgsfIshij4DmVdx4RX7CTHwgQIDDJAk0kGpn9+laaf94VAgMFTOEYyDLZG88444w2o9+JJ564B0TMc45U2xFkDkrLffjhh6cYxe2m3o6TxFzp888/v80OuMdJx7AhRqEj6O9OycipvCM4PuKIpW8XimMjnXdMy8glp/KOrIx5mkos29fNapj3jcfuknXd5919PCdAgAABAgTqEJhq1rLt30fCOux70Yq8SkWM7EZQHMuzxYjrKCUCzh/84AfpuOOOa6c4jHLMOPaJmxy7qbxHPWesohHTVLqpvEc9NuZ3v/Wtb02xQklkbVQIECBA4G6BH/zD19MVL3vX3Rt68uyokx+aHn3Bq3tytS6zpIApHCW1e1hXjCjHn5WUGKEeNEq9knPtzTErTeUd0zki2F9Jufzyy9vDjD6vRM8xBAhMgkCsBd23MtXDa+6bcV+v1xSOvvac6143ArEWdsyTjhI3USoECBAgQIBA3QJGoOvuX61bRYGY/XTttdem97znPSmWuIvpG7H6h0KAAAECCwViIHemhzcR9vGaF8r7abUEBNCrJeu8VQsMSuUdS/5Nj5K6t2oZjSNAgMCeAhGIbppuUsP3rMxO9e+ae0bc28sVQPe261z4WgosTuX9zGc+Mz3xiU9cy0tSNwECBNatQCxht3F617q9vqUubEMPg/6l2mL7eAUE0OP1dLYJEeim8n7kIx/ZJpuZkKZrJgECBAgQmHgBAfTEvwUArEQgp/JeybGOIUCAwKQJ9HYOdLLS76S9V0dtrwB6VCn7ESBAgAABAisWsIzdiukcuA4FLGO3DjvFJREgQIAAAQIECKxfASPQ67dvXBkBAgQIEKhCIKZw9DEnSR+vuYo3TA8aIYDuQSe5RAIECBAg0GuBJhKd6uF33n285l6/T3p08T18O/dI16USIECAAAECBAhUJ2AEurou1SACBAgQILDeBObSVA8zEa43RdezfgQE0OunL1wJAQIECBCoUmCqmcLRx0StfbzmKt9A67BRpnCsw05xSQQIECBAgAABAutXwAj0+u0bV0aAAAECBKoQiJvxNsz2rykzoqT+dVqhK/bWKAStGgIECBAgMKkCkUSllwH0zKT2mHYPExBADxPyOgECBAgQILBvAj2dA20Zu33r9pqPNge65t7VNgIECBAgQIAAgbELGIEeO6kTEiBAgAABAl2BZgC6l8vYWXqv24uedwUE0F0NzwkQIECAAIHxCzQRdB+nQ8TyewqBQQKmcAxSsY0AAQIECBAgQIDAEgJGoJeAsZkAAQIECBAYn0AfR3P7eM3j6zFnWk5AAL2cjtcIECBAgACBfReIqRCxll3figi6bz1W7HpN4ShGrSICBAgQIECAAIEaBIxA19CL2kCAAAECBNaxQAzkTvcwKclUD695Hb8Nqro0AXRV3akxBAgQIEBg/QnEChzTG9ffdQ27oukxRklf+tKX0qWXXpquv/76dOyxx6bHP/7x6bTTTlvyErZu3Zo+9alPpcsvvzzt2LEjnXzyyempT31qOvjgg5c8xgvlBMb41ih30WoiQIAAAQIE+iXQwxnQYwGO4Pfss89Of/3Xf73gfG984xvT7/7u76b3vOc9C7bHD3fddVc666yz0uc+97n51971rnelk046Kf3DP/xDOuqoo+a3e7I2AuZAr427WgkQIECAwMQI5BHoGIXu1Z/Zfe+iv/qrv2qD53vc4x7pgx/8YLrqqqvSeeedl2ZnZ9vtF1100R6VvOpVr2qD5xNOOCF95jOfSZdcckl69KMfna688so26N7jABuKC0zNNaV4rSokQIAAAQIEJkZgy9e+lm5521/1rr2bmgD2qHP/eMXXHSPJ97rXvdIdd9yRPv/5z6fTTz99/lzPec5z0oc+9KF0yimnpMsuu2x++/bt29MxxxyTbr311nTdddelBz/4we1rN954YzruuOPSzp070/e///109NFHzx/jSXkBI9DlzdVIgAABAgQmS6C9izDuJOzZn+Zy96VEABzB833uc58FwXOc80lPelJ76m9961sLqohpGxE8n3jiifPBc+wQAfMv//Ivt/OhP/nJTy44xg/lBQTQ5c3VSIAAAQIECEyAQNwIeOaZZ6ZnPetZe7Q2jywfeOCBC1779re/3f78C7/wCwu2xw+PfOQj223f/e5393jNhrICbiIs6602AgQIECAwcQIxkBuD0H0r+3rNMW95qdHimAsdJUaVu+Wmm25qfzzyyCO7m9vnhx9+ePv4X//1X3u8ZkNZAQF0WW+1ESBAgACByROI4LmP33mv4jX/3d/9Xfs+eOxjH7vg/RBznaMceuihC7bHD4cccki77Yc//OEer9lQVkAAXdZbbQQIECBAYOIEpg89LN3z/3nnsu3edcst6cd/eu6y+4zzxQPO+B/p4DPPWvaUO3+0OoFqrO8cf4477rj07Gc/e8E1bNmypf15asDw9/T0TyP6Xbt2LTjGD+UFBNDlzdVIgAABAgQmSmD3HbenW89/+/Jt3rW76DSPrZd9OW37P1cue00bj39A2vSwE5bdZ29f3Lx5c3rpS1/aHvaOd7wj7b///nt7CvuvAwEB9DroBJdAgAABAgTqFphLc7ffMrSJRVNn79jaXNPW5a9p2zHLv76CV1/0ohel733ve21WwSc/+ckrOEMzG+ZnI9ErOthBYxFYxdk9Y7k+JyFAgAABAgQIVCHwvve9L1144YXtknSRWXBQOeyww9rNsYb04rJt27Z20xFHHLH4JT8XFjACXRhcdQQIECBAYNIEIhPhzGz/luGYnhnfNV9zzTXpZS97WTt6/JGPfCTd+973Hvg2iMQrUWIt6MXllmaeeJTIaqisrYAAem391U6AAAECBKoXaAPoJo1338r0GFJ5R5vvvPPO9IxnPCPFutBveMMb0uMe97glKXJg/Z//+Z977JOXr5OFcA+a4hsE0MXJVUiAAAECBCZLIBaUKDq/eUy8EfiPo7zwhS9M//Ef/5Ge+MQnpte+9rXLnvJRj3pU+/qXvvSlNuvg7OzdUXykA49y6qmnto/+t3YCY3prrF0D1EyAAAECBAgQWK8C559/fvroRz+a7n//+6cLLrigWWlk+WkhkaHwlFNOaUetzzvvvPlmXXzxxen6669vzyOAnmdZsydGoNeMXsUECBAgQGByBIbEjesSYl+v+bbbbkuveMUr2rZt3749nXHGGQPb+YQnPCG9+c1vnn8tRqnPOuusdrT6H//xH1Ok+77kkkva188999yhQfj8iTxZNQEB9KrROjEBAgQIECDQCsSgax+/815+sHho50ZSlLxyRmQPXCqD4EMe8pAF53rSk56UPvGJT6SXvOQlKU/buOc975le//rXp+c///kL9vXD2ggIoNfGXa0ECBAgQIBA5QKxosbc3NyKWnnmmWem+PP973+/DcIf+MAHrug8DlodAQH06rg6KwECBAgQINAR2NfpEJ1TlXu6jyPQ47jQ+973vuM4jXOMWUAAPWZQpyNAgAABAgQWCkTwPK4VLRaeeXV/6uM1r66Is2eBPs5IytfukQABAgQIECBAgEBxASPQxclVSIAAAQIEJkwgRqBn+tdmI9D967NSVyyALiWtHgIECBAgMKECEYhOb1wHE4r30n9qQ/+ueS+baPcVCgigVwjnMAIECBAgQGBvBFa2GsXe1DD+fft4zeNXcMY9BQTQe5rYQoAAAQIECIxToKcj0NOzRqDH+Tao6VwC6Jp6U1sIECBAgMA6FGhX4TAHeh32jEtaqYAAeqVyjiNAgAABAgRGFujlDXnWKhu5fydtR2+NSetx7SVAgAABAgQIENgnASPQ+8TnYAIECBAgQGCoQCxj18PpxD285KFdYYfxCAigx+PoLAQIECBAgMCSAk0oOt3DcLSP17xkH3hhnAKmcIxT07kIECBAgAABAgSqFzACXX0XayABAgQIEFhjgRh8NodjjTtB9eMUEECPU9O5CBAgQIAAgT0EpprgeWqmf196T03375r3wLdhVQS8M1aF1UkJECBAgAABAgRqFTACXWvPahcBAgQIEFgvAs3NeFP7za6Xqxn5OqY2CpNGxpqwHb0zJqzDNZcAAQIECBQXaKZvTG3qYcgx28P0icU7dzIrNIVjMvtdqwkQIECAAAECBFYo0MOPgytsqcMIECBAgACBNRGIBTj6eRNhD9euXpMenrxKBdCT1+daTIAAAQIECgtEBN3DYLSP11y4Zye1OgH0pPa8dhMgQIAAgVICETv3MatfH6+5VJ9OeD3mQE/4G0DzCRAgQIAAAQIE9k7ACPTeedmbAAECBAgQ2GuBZgi6j0lJTOHY656elAME0JPS09pJgAABAgTWSsAUjrWSV+8qCZjCsUqwTkuAAAECBAgQIFCngBHoOvtVqwgQIECAwPoRiKkQG3qYlKRJAKMQGCQggB6kYhsBAgQIECAwPoE2E2EPU3nPCpPG9yao60zeGXX1p9YQIECAAIF1KTC3Lq9q+EXF9G2FwGIBAfRiET8TIECAAAEC4xVo1lOe2mQEeryozraWAgLotdRXNwECBAgQmAQBc6AnoZcnqo0C6Inqbo0lQIAAAQJrIBABdB+z+vXxmtegeyexSreXTmKvazMBAgQIECBAgMCKBYxAr5jOgQQIECBAgMBIAm0ilR6O2clEOFL3TuJOAuhJ7HVtJkCAAAECRQVM4SjKrbJVF+jhx8FVN1EBAQIECBAgQIAAgSUFjEAvSeMFAgQIECBAYCwCpnCMhdFJ1o+AAHr99IUrIUCAAAECdQr0dhm7HqYfr/MdtO5aZQrHuusSF0SAAAECBAgQILCeBYxAr+fecW0ECBAgQKAGgZlmvG7Txv61ZFaY1L9OK3PF3hllnNVCgAABAgQmV2C6CaD362EAvbF/6ccn901WtuWmcJT1VhsBAgQIECBAgEDPBYxA97wDXT4BAgQIEFj3ApESe0MPb8iLqScKgQECAugBKDYRIECAAAEC4xSIRCo9DEYj8FcIDBAQQA9AsYkAAQIECBAYo0C7DnQPg1GpvMf4JqjrVD38OFhXB2gNAQIECBAgQIBAvwSMQPerv1wtAQIECBDooUAz+jzVwzG7Pl5zD98dfbxkAXQfe801EyBAgACBPgn0dQpHD2P+Pr0t+nyt3hp97j3XToAAAQIECBAgUFzACHRxchUSIECAAIEJE2huxpvr5TJ2M6mHtz5O2JtrbZorgF4bd7USIECAAIGJEZibmUlz+23qX3tnZwXQ/eu1IlcsgC7CrBICBAgQIDC5As34c5qamusdQFy3QmCQgAB6kIptBAgQIECAwNgEejsCPW0EemxvgspOJICurEM1hwABAgQIrDuBns6BnprqYfrxddf5dV6QVTjq7FetIkCAAAECBAgQWCUBI9CrBOu0BAgQIECAwM8E+roOtCU4vIWXEBBALwFjMwECBAgQIDAugSYS7WVWP1/Uj+sdUNt5vDNq61HtIUCAAAECBAgQWFUBAfSq8jo5AQIECBAgQIBAbQIC6Np6VHsIECBAgAABAgRWVUAAvaq8Tk6AAAECBAgQIFCbgAC6th7VHgIECBAgQIAAgVUVsArHqvI6OQECBAgQIDCVDkkz6WE9hDigh9fskksITM01pURF6iBAgAABAgQIECBQg4ApHDX0ojYQIECAAAECBAgUExBAF6NWEQECBAgQIECAQA0CAugaelEbCBAgQIAAAQIEigkIoItRq4gAAQIECBAgQKAGAQF0Db2oDQQIECBAgAABAsUEBNDFqFVEgAABAgQIECBQg4AAuoZe1AYCBAgQIECAAIFiAgLoYtQqIkCAAAECBAgQqEFAAF1DL2oDAQIECBAgQIBAMQEBdDFqFREgQIAAAQIECNQgIICuoRe1gQABAgQIECBAoJiAALoYtYoIECBAgAABAgRqEBBA19CL2kCAAAECBAgQIFBMQABdjFpFBAgQIECAAAECNQgIoGvoRW0gQIAAAQIECBAoJiCALkatIgIECBAgQIAAgRoEBNA19KI2ECBAgAABAgQIFBMQQBejVhEBAgQIECBAgEANAgLoGnpRGwgQIECAAAECBIoJCKCLUauIAAECBAgQIECgBgEBdA29qA0ECBAgQIAAAQLFBATQxahVRIAAAQIECBAgUIOAALqGXtQGAgQIECBAgACBYgIC6GLUKiJAgAABAgQIEKhBQABdQy9qAwECBAgQIECAQDEBAXQxahURIECAAAECBAjUICCArqEXtYEAAQIECBAgQKCYgAC6GLWKCBAgQIAAAQIEahAQQNfQi9pAgAABAgQIECBQTEAAXYxaRQQIECBAgAABAjUICKBr6EVtIECAAAECBAgQKCYggC5GrSICBAgQIECAAIEaBATQNfSiNhAgQIAAAQIECBQTEEAXo1YRAQIECBAgQIBADQIC6Bp6URsIECBAgAABAgSKCQigi1GriAABAgQIECBAoAYBAXQNvagNBAgQIECAAAECxQQE0MWoVUSAAAECBAgQIFCDgAC6hl7UBgIECBAgQIAAgWICAuhi1CoiQIAAAQIECBCoQUAAXUMvagMBAgQIECBAgEAxAQF0MWoVESBAgAABAgQI1CAggK6hF7WBAAECBAgQIECgmIAAuhi1iggQIECAAAECBGoQEEDX0IvaQIAAAQIECBAgUExAAF2MWkUECBAgQIAAAQI1CAiga+hFbSBAgAABAgQIECgmIIAuRq0iAgQIECBAgACBGgQE0DX0ojYQIECAAAECBAgUExBAF6NWEQECBAgQIECAQA0CAugaelEbCBAgQIAAAQIEigkIoItRq4gAAQIECBAgQKAGAQF0Db2oDQQIECBAgAABAsUEBNDFqFVEgAABAgQIECBQg4AAuoZe1AYCBAgQIECAAIFiAgLoYtQqIkCAAAECBAgQqEFAAF1DL2oDAQIECBAgQIBAMQEBdDFqFREgQIAAAQIECNQgIICuoRe1gQABAgQIECBAoJiAALoYtYoIECBAgAABAgRqEBBA19CL2kCAAAECBAgQIFBMQABdjFpFBAgQIECAAAECNQgIoGvoRW0gQIAAAQIECBAoJiCALkatIgIECBAgQIAAgRoEBNA19KI2ECBAgAABAgQIFBMQQBejVhEBAgQIECBAgEANAgLoGnpRGwgQIECAAAECBIoJCKCLUauIAAECBAgQIECgBgEBdA29qA0ECBAgQIAAAQLFBATQxahVRIAAAQIECBAgUIOAALqGXtQGAgQIECBAgACBYgIC6GLUKiJAgAABAgQIEKhBQABdQy9qAwECBAgQIECAQDEBAXQxahURIECAAAECBAjUICCArqEXtYEAAQIECBAgQKCYgAC6GLWKCBAgQIAAAQIEahAQQNfQi9pAgAABAgQIECBQTEAAXYxaRQQIECBAgAABAjUICKBr6EVtIECAAAECBAgQKCYggC5GrSICBAgQIECAAIEaBATQNfSiNhAgQIAAAQIECBQTEEAXo1YRAQIECBAgQIBADQIC6Bp6URsIECBAgAABAgSKCQigi1GriAABAgQIECBAoAYBAXQNvagNBAgQIECAAAECxQQE0MWoVUSAAAECBAgQIFCDgAC6hl7UBgIECBAgQIAAgWICAuhi1CoiQIAAAQIECBCoQUAAXUMvagMBAgQIECBAgEAxAQF0MWoVESBAgAABAgQI1CAggK6hF7WBAAECBAgQIECgmIAAuhi1iggQIECAAAECBGoQEEDX0IvaQIAAAQIECBAgUExAAF2MWkUECBAgQIAAAQI1CAiga+hFbSBAgAABAgQIECgmIIAuRq0iAgQIECBAgACBGgQE0DX0ojYQIECAAAECBAgUExBAF6NWEQECBAgQIECAQA0CAugaelEbCBAgQIAAAQIEigkIoItRq4gAAQIECBAgQKAGAQF0Db2oDQQIECBAgAABAsUEBNDFqFVEgAABAgQIECBQg4AAuoZe1AYCBAgQIECAAIFiAgLoYtQqIkCAAAECBAgQqEFAAF1DL2oDAQIECBAgQIBAMQEBdDFqFREgQIAAAQIECNQgIICuoRe1gQABAgQIECBAoJiAALoYtYoIECBAgAABAgRqEBBA19CL2kCAAAECBAgQIFBMQABdjFpFBAgQIECAAAECNQgIoGvoRW0gQIAAAQIECBAoJiCALkatIgIECBAgQIAAgRoEBNA19KI2ECBAgAABAgQIFBMQQBejVhEBAgQIECBAgEANAgLoGnpRGwgQIECAAAECBIoJCKCLUauIAAECBAgQIECgBgEBdA29qA0ECBAgQIAAAQLFBATQxahVRIAAAQIECBAgUIOAALqGXtQGAgQIECBAgACBYgIC6GLUKiJAgAABAgQIEKhBQABdQy9qAwECBAgQIECAQDEBAXQxahURIECAAAECBAjUICCArqEXtYEAAQIECBAgQKCYgAC6GLWKCBAgQIAAAQIEahAQQNfQi9pAgAABAgQIECBQTEAAXYxaRQQIECBAgAABAjUICKBr6EVtIECAAAECBAgQKCYggC5GrSICBAgQIECAAIEaBATQNfSiNhAgQIAAAQIECBQTEEAXo1YRAQIECBAgQIBADQIC6Bp6URsIECBAgAABAgSKCQigi1GriAABAgQIECBAoAYBAXQNvagNBAgQIECAAAECxQQE0MWoVUSAAAECBAgQIFCDgAC6hl7UBgIECBAgQIAAgWICAuhi1CoiQIAAAQIECBCoQUAAXUMvagMBAgQIECBAgEAxAQF0MWoVESBAgAABAgQI1CAggK6hF7WBAAECBAgQIECgmIAAuhi1iggQIECAAAECBGoQEEDX0IvaQIAAAQIECBAgUExAAF2MWkUECBAgQIAAAQI1CAiga+hFbSBAgAABAgQIECgmIIAuRq0iAgQIECBAgACBGgQE0DX0ojYQIECAAAECBAgUExBAF6NWEQECBAgQIECAQA0CAugaelEbCBAgQIAAAQIEigkIoItRq4gAAQIECBAgQKAGAQF0Db2oDQQIECBAgAABAsUEBNDFqFVEgAABAgQIECBQg4AAuoZe1AYCBAgQIECAAIFiAgLoYtQqIkCAAAECBAgQqEFAAF1DL2oDAQIECBAgQIBAMQEBdDFqFREgQIAAAQIECNQgIICuoRe1gQABAgQIECBAoJiAALoYtYoIECBAgAABAgRqEBBA19CL2kCAAAECBAgQIFBMQABdjFpFBAgQIECAAAECNQgIoGvoRW0gQIAAAQIECBAoJiCALkatIgIECBAgQIAAgRoEBNA19KI2ECBAgAABAgQIFBMQQBejVhEBAgQIECBAgEANAgLoGnpRGwgQIECAAAECBIoJCKCLUauIAAECBAgQIECgBgEBdA29qA0ECBAgQIAAAQLFBATQxahVRIAAAQIECBAgUIOAALqGXtQGAgQIECBAgACBYgIC6GLUKiJAgAABAgQIEKhBQABdQy9qAwECBAgQIECAQDEBAXQxahURIECAAAECBAjUICCArqEXtYEAAQIECBAgQKCYgAC6GLWKCBAgQIAAAQIEahAQQNfQi9pAgAABAgQIECBQTEAAXYxaRQQIECBAgAABAjUICKBr6EVtIECAAAECBAgQKCYggC5GrSICBAgQIECAAIEaBATQNfSiNhAgQIAAAQIECBQTEEAXo1YRAQIECBAgQIBADQIC6Bp6URsIECBAgAABAgSKCQigi1GriAABAgQIECBAoAYBAXQNvagNBAgQIECAAAECxQQE0MWoVUSAAAECBAgQIFCDgAC6hl7UBgIECBAgQIAAgWICAuhi1CoiQIAAAQIECBCoQUAAXUMvagMBAgQIECBAgEAxAQF0MWoVESBAgAABAgQI1CAggK6hF7WBAAECBAgQIECgmIAAuhi1iggQIECAAAECBGoQEEDX0IvaQIAAAQIECBAgUExAAF2MWkUECBAgQIAAAQI1CAiga+hFbSBAgAABAgQIECgmIIAuRq0iAgQIECBAgACBGgQE0DX0ojYQIECAAAECBAgUExBAF6NWEQECBAgQIECAQA0CAugaelEbCBAgQIAAAQIEigkIoItRq4gAAQIECBAgQKAGAQF0Db2oDQQIECBAgAABAsUEBNDFqFVEgAABAgQIECBQg4AAuoZe1AYCBAgQIECAAIFiAgLoYtQqIkCAAAECBAgQqEFAAF1DL2oDAQIECBAgQIBAMQEBdDFqFREgQIAAAQIECNQgIICuoRe1gQABAgQIECBAoJiAALoYtYoIECBAgAABAgRqEBBA19CL2kCAAAECBAgQIFBMQABdjFpFBAgQIECAAAECNQgIoGvoRW0gQIAAAQIECBAoJiCALkatIgIECBAgQIAAgRoEBNA19KI2ECBAgAABAgQIFBMQQBejVhEBAgQIECBAgEANAgLoGnpRGwgQIECAAAECBIoJCKCLUauIAAECBAgQIECgBgEBdA29qA0ECBAgQIAAAQLFBATQxahVRIAAAQIECBAgUIOAALqGXtQGAgQIECBAgACBYgIC6GLUKiJAgAABAgQIEKhBQABdQy9qAwECBAgQIECAQDEBAXQxahURIECAAAECBAjUICCArqEXtYEAAQIECBAgQKCYgAC6GLWKCBAgQIAAAQIEahAQQNfQi9pAgAABAgQIECBQTEAAXYxaRQQIECBAgAABAjUICKBr6EVtIECAAAECBAgQKCYggC5GrSICBAgQIECAAIEaBATQNfSiNhAgQIAAAQIECBQTEEAXo1YRAQIECBAgQIBADQIC6Bp6URsIECBAgAABAgSKCQigi1GriAABAgQIECBAoAYBAXQNvagNBAgQIECAAAECxQQE0MWoVUSAAAECBAgQIFCDgAC6hl7UBgIECBAgQIAAgWICAuhi1CoiQIAAAQIECBCoQUAAXUMvagMBAgQIECBAgEAxAQF0MWoVESBAgAABAgQI1CAggK6hF7WBAAECBAgQIECgmIAAuhi1iggQIECAAAECBGoQEEDX0IvaQIAAAQIECBAgUExAAF2MWkUECBAgQIAAAQI1CAiga+hFbSBAgAABAgQIECgmIIAuRq0iAgQIECBAgACBGgQE0DX0ojYQIECAAAECBAgUExBAF6NWEQECBAgQIECAQA0CAugaelEbCBAgQIAAAQIEigkIoItRq4gAAQIECBAgQKAGAQF0Db2oDQQIECBAgAABAsUEBNDFqFVEgAABAgQIECBQg4AAuoZe1AYCBAgQIECAAIFiAgLoYtQqIkCAAAECBAgQqEFAAF1DL2oDAQIECBAgQIBAMQEBdDFqFREgQIAAAQIECNQgIICuoRe1gQABAgQIECBAoJiAALoYtYoIECBAgAABAgRqEBBA19CL2kCAAAECBAgQIFBMQABdjFpFBAgQIECAAAECNQgIoGvoRW0gQIAAAQIECBAoJiCALkatIgIECBAgQIAAgRoEBNA19KI2ECBAgAABAgQIFBMQQBejVhEBAgQIECBAgEANAgLoGnpRGwgQIECAAAECBIoJCKCLUauIAAECBAgQIECgBgEBdA29qA0ECBAgQIAAAQLFBATQxahVRIAAAQIECBAgUIOAALqGXtQGAgQIECBAgACBYgIC6GLUKiJAgAABAgQIEKhBQABdQy9qAwECBAgQIECAQDEBAXQxahURIECAAAECBAjUICCArqEXtYEAAQIECBAgQKCYgAC6GLWKCBAgQIAAAQIEahAQQNfQi9pAgAABAgQIECBQTEAAXYxaRQQIECBAgAABAjUICKBr6EVtIECAAAECBAgQKCYggC5GrSICBAgQIECAAIEaBATQNfSiNhAgQIAAAQIECBQTEEAXo1YRAQIECBAgQIBADQIC6Bp6URsIECBAgAABAgSKCQigi1GriAABAgQIECBAoAYBAXQNvagNBAgQIECAAAECxQQE0MWoVUSAAAECBAgQIFCDgAC6hl7UBgIECBAgQIAAgWICAuhi1CoiQIAAAQIECBCoQUAAXUMvagMBAgQIECBAgEAxAQF0MWoVESBAgAABAgQI1CAggK6hF7WBAAECBAgQIECgmIAAuhi1iggQIECAAAECBGoQEEDX0IvaQIAAAQIECBAgUExAAF2MWkUECBAgQIAAAQI1CAiga+hFbSBAgAABAgQIECgmIIAuRq0iAgQIECBAgACBGgT+f6fMz86deE0lAAAAAElFTkSuQmCC" />
<img class="mobile-figure" data-mobile-figure-id="fig2" 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" />
<img class="mobile-figure" data-mobile-figure-id="fig3" 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" 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" />
<img class="mobile-figure" data-mobile-figure-id="fig5" 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" />
<img class="mobile-figure" data-mobile-figure-id="fig6" 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" 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<img class="mobile-figure" data-mobile-figure-id="fig7" 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" 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<img class="mobile-figure" data-mobile-figure-id="fig8" 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" 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<img class="mobile-figure" data-mobile-figure-id="fig9" 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" 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" 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<img class="mobile-figure" data-mobile-figure-id="fig11" 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" />
<script type="text/javascript">
var FlexDashboard = (function () {
// initialize options
var _options = {};
var FlexDashboard = function() {
// default options
_options = $.extend(_options, {
theme: "cosmo",
fillPage: false,
orientation: 'columns',
storyboard: false,
defaultFigWidth: 576,
defaultFigHeight: 461,
defaultFigWidthMobile: 360,
defaultFigHeightMobile: 461,
isMobile: false,
isPortrait: false
});
};
function init(options) {
// extend default options
$.extend(true, _options, options);
// add ids to sections that don't have them (pandoc won't assign ids
// to e.g. sections with titles consisting of only chinese characters)
var nextId = 1;
$('.level1:not([id]),.level2:not([id]),.level3:not([id])').each(function() {
$(this).attr('id', 'dashboard-' + nextId++);
});
// find navbar items
var navbarItems = $('#flexdashboard-navbar');
if (navbarItems.length)
navbarItems = JSON.parse(navbarItems.html());
addNavbarItems(navbarItems);
// find the main dashboard container
var dashboardContainer = $('#dashboard-container');
// resolve mobile classes
resolveMobileClasses(dashboardContainer);
// one time global initialization for components
componentsInit(dashboardContainer);
// look for a global sidebar
var globalSidebar = dashboardContainer.find(".section.level1.sidebar");
if (globalSidebar.length > 0) {
// global layout for fullscreen displays
if (!isMobilePhone()) {
// hoist it up to the top level
globalSidebar.insertBefore(dashboardContainer);
// lay it out (set width/positions)
layoutSidebar(globalSidebar, dashboardContainer);
// tuck sidebar into first page for mobile phones
} else {
// convert it into a level3 section
globalSidebar.removeClass('sidebar');
globalSidebar.removeClass('level1');
globalSidebar.addClass('level3');
var h1 = globalSidebar.children('h1');
var h3 = $('<h3></h3>');
h3.html(h1.html());
h3.insertBefore(h1);
h1.remove();
// move it into the first page
var page = dashboardContainer.find('.section.level1').first();
if (page.length > 0)
page.prepend(globalSidebar);
}
}
// look for pages to layout
var pages = $('div.section.level1');
if (pages.length > 0) {
// find the navbar and collapse on clicked
var navbar = $('#navbar');
navbar.on("click", "a[data-toggle!=dropdown]", null, function () {
navbar.collapse('hide');
});
// envelop the dashboard container in a tab content div
dashboardContainer.wrapInner('<div class="tab-content"></div>');
pages.each(function(index) {
// lay it out
layoutDashboardPage($(this));
// add it to the navbar
addToNavbar($(this), index === 0);
});
} else {
// remove the navbar and navbar button if we don't
// have any navbuttons
if (navbarItems.length === 0) {
$('#navbar').remove();
$('#navbar-button').remove();
}
// add the storyboard class if requested
if (_options.storyboard)
dashboardContainer.addClass('storyboard');
// layout the entire page
layoutDashboardPage(dashboardContainer);
}
// if we are in shiny we need to trigger a window resize event to
// force correct layout of shiny-bound-output elements
if (isShinyDoc())
$(window).trigger('resize');
// make main components visible
$('.section.sidebar').css('visibility', 'visible');
dashboardContainer.css('visibility', 'visible');
// handle location hash
handleLocationHash();
// intialize prism highlighting
initPrismHighlighting();
// record mobile and orientation state then register a handler
// to refresh if it changes
_options.isMobile = isMobilePhone();
_options.isPortrait = isPortrait();
$(window).on('resize', function() {
if (_options.isMobile !== isMobilePhone() ||
_options.isPortrait !== isPortrait()) {
window.location.reload();
}
});
// trigger layoutcomplete event
dashboardContainer.trigger('flexdashboard:layoutcomplete');
}
function resolveMobileClasses(dashboardContainer) {
// add top level layout class
dashboardContainer.addClass(isMobilePhone() ? 'mobile-layout' :
'desktop-layout');
// look for .mobile sections and add .no-mobile to their peers
var mobileSections = $('.section.mobile');
mobileSections.each(function() {
var id = $(this).attr('id');
var nomobileId = id.replace(/-\d+$/, '');
$('#' + nomobileId).addClass('no-mobile');
});
}
function addNavbarItems(navbarItems) {
var navbarLeft = $('ul.navbar-left');
var navbarRight = $('ul.navbar-right');
for (var i = 0; i<navbarItems.length; i++) {
// get the item
var item = navbarItems[i];
// determine the container
var container = null;
if (item.align === "left")
container = navbarLeft;
else
container = navbarRight;
// navbar menu if we have multiple items
if (item.items) {
var menu = navbarMenu(null, item.icon, item.title, container);
for (var j = 0; j<item.items.length; j++) {
var subItem = item.items[j];
var li = $('<li></li>');
li.append(navbarLink(subItem.icon, subItem.title, subItem.href, subItem.target));
menu.append(li);
}
} else {
var li = $('<li></li>');
li.append(navbarLink(item.icon, item.title, item.href, item.target));
container.append(li);
}
}
}
// create or get a reference to an existing dropdown menu
function navbarMenu(id, icon, title, container) {
var existingMenu = [];
if (id)
existingMenu = container.children('#' + id);
if (existingMenu.length > 0) {
return existingMenu.children('ul');
} else {
var li = $('<li></li>');
if (id)
li.attr('id', id);
li.addClass('dropdown');
// auto add "Share" title on mobile if necessary
if (!title && icon && (icon === "fa-share-alt") && isMobilePhone())
title = "Share";
if (title) {
title = title + ' <span class="caret"></span>';
}
var a = navbarLink(icon, title, "#");
a.addClass('dropdown-toggle');
a.attr('data-toggle', 'dropdown');
a.attr('role', 'button');
a.attr('aria-expanded', 'false');
li.append(a);
var ul = $('<ul class="dropdown-menu"></ul>');
ul.attr('role', 'menu');
li.append(ul);
container.append(li);
return ul;
}
}
function addToNavbar(page, active) {
// capture the id and data-icon attribute (if any)
var id = page.attr('id');
var icon = page.attr('data-icon');
var navmenu = page.attr('data-navmenu');
// get hidden state (transfer this to navbar)
var hidden = page.hasClass('hidden');
page.removeClass('hidden');
// sanitize the id for use with bootstrap tabs
id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
page.attr('id', id);
// get the wrapper
var wrapper = page.closest('.dashboard-page-wrapper');
// move the id to the wrapper
page.removeAttr('id');
wrapper.attr('id', id);
// add the tab-pane class to the wrapper
wrapper.addClass('tab-pane');
if (active)
wrapper.addClass('active');
// get a reference to the h1, discover it's id and title, then remove it
var h1 = wrapper.find('h1').first();
var title = h1.html();
h1.remove();
// create a navbar item
var li = $('<li></li>');
var a = navbarLink(icon, title, '#' + id);
a.attr('data-toggle', 'tab');
li.append(a);
// add it to the navbar (or navbar menu if specified)
var container = $('ul.navbar-left');
if (navmenu) {
var menuId = navmenu.replace(/\s+/g, '');
var menu = navbarMenu(menuId, null, navmenu, container);
menu.append(li);
} else {
container.append(li);
}
// hide it if requested
if (hidden)
li.addClass('hidden');
}
function navbarLink(icon, title, href, target) {
var a = $('<a></a>');
if (icon) {
// get the name of the icon set and icon
var dashPos = icon.indexOf("-");
var iconSet = icon.substring(0, dashPos);
var iconName = icon.substring(dashPos + 1);
// create the icon
var iconElement = $('<span class="' + iconSet + ' ' + icon + '"></span>');
if (title)
iconElement.css('margin-right', '7px');
a.append(iconElement);
// if href is null see if we can auto-generate based on icon (e.g. social)
if (!href)
maybeGenerateLinkFromIcon(iconName, a);
}
if (title)
a.append(title);
// add the href.
if (href) {
if (href === "source_embed") {
a.attr('href', '#');
a.attr('data-featherlight', "#flexdashboard-source-code");
a.featherlight({
beforeOpen: function(event){
$('body').addClass('unselectable');
},
afterClose: function(event){
$('body').removeClass('unselectable');
}
});
} else {
a.attr('href', href);
}
}
// add the arget
if (target)
a.attr('target', target);
return a;
}
// auto generate a link from an icon name (e.g. twitter) when possible
function maybeGenerateLinkFromIcon(iconName, a) {
var serviceLinks = {
"twitter": "https://twitter.com/share?text=" + encodeURIComponent(document.title) + "&url="+encodeURIComponent(location.href),
"facebook": "https://www.facebook.com/sharer/sharer.php?s=100&p[url]="+encodeURIComponent(location.href),
"google-plus": "https://plus.google.com/share?url="+encodeURIComponent(location.href),
"linkedin": "https://www.linkedin.com/shareArticle?mini=true&url="+encodeURIComponent(location.href) + "&title=" + encodeURIComponent(document.title),
"pinterest": "https://pinterest.com/pin/create/link/?url="+encodeURIComponent(location.href) + "&description=" + encodeURIComponent(document.title)
};
var makeSocialLink = function(a, href) {
a.attr('href', '#');
a.on('click', function(e) {
e.preventDefault();
window.open(href);
});
};
$.each(serviceLinks, function(key, value) {
if (iconName.indexOf(key) !== -1)
makeSocialLink(a, value);
});
}
// layout a dashboard page
function layoutDashboardPage(page) {
// use a page wrapper so that free form content above the
// dashboard appears at the top rather than the side (as it
// would without the wrapper in a column orientation)
var wrapper = $('<div class="dashboard-page-wrapper"></div>');
page.wrap(wrapper);
// if there are no level2 or level3 headers synthesize a level3
// header to contain the (e.g. frame it, scroll container, etc.)
var headers = page.find('h2,h3');
if (headers.length === 0)
page.wrapInner('<div class="section level3"></div>');
// hoist up any content before level 2 or level 3 headers
var children = page.children();
children.each(function(index) {
if ($(this).hasClass('level2') || $(this).hasClass('level3'))
return false;
$(this).insertBefore(page);
});
// determine orientation and fillPage behavior for distinct media
var orientation, fillPage, storyboard;
// media: mobile phone
if (isMobilePhone()) {
// if there is a sidebar we need to ensure it's content
// is properly framed as an h3
var sidebar = page.find('.section.sidebar');
sidebar.removeClass('sidebar');
sidebar.wrapInner('<div class="section level3"></div>');
var h2 = sidebar.find('h2');
var h3 = $('<h3></h3>');
h3.html(h2.html());
h3.insertBefore(h2);
h2.remove();
// wipeout h2 elements then enclose them in a single h2
var level2 = page.find('div.section.level2');
level2.each(function() {
level2.children('h2').remove();
level2.children().unwrap();
});
page.wrapInner('<div class="section level2"></div>');
// substitute mobile images
if (isPortrait()) {
var mobileFigures = $('img.mobile-figure');
mobileFigures.each(function() {
// get the src (might be base64 encoded)
var src = $(this).attr('src');
// find it's peer
var id = $(this).attr('data-mobile-figure-id');
var img = $('img[data-figure-id=' + id + "]");
img.attr('src', src)
.attr('width', _options.defaultFigWidthMobile)
.attr('height', _options.defaultFigHeightMobile);
});
}
// hoist storyboard commentary into it's own section
if (page.hasClass('storyboard')) {
var commentaryHR = page.find('div.section.level3 hr');
commentaryHR.each(function() {
var commentary = $(this).nextAll().detach();
var commentarySection = $('<div class="section level3"></div>');
commentarySection.append(commentary);
commentarySection.insertAfter($(this).closest('div.section.level3'));
$(this).remove();
});
}
// force a non full screen layout by columns
orientation = _options.orientation = 'columns';
fillPage = _options.fillPage = false;
storyboard = _options.storyboard = false;
// media: desktop
} else {
// determine orientation
orientation = page.attr('data-orientation');
if (orientation !== 'rows' && orientation != 'columns')
orientation = _options.orientation;
// determine storyboard mode
storyboard = page.hasClass('storyboard');
// fillPage based on options (force for storyboard)
fillPage = _options.fillPage || storyboard;
// handle sidebar
var sidebar = page.find('.section.level2.sidebar');
if (sidebar.length > 0)
layoutSidebar(sidebar, page);
}
// give it and it's parent divs height: 100% if we are in fillPage mode
if (fillPage) {
page.addClass('vertical-layout-fill');
page.css('height', '100%');
page.parents('div').css('height', '100%');
} else {
page.addClass('vertical-layout-scroll');
}
// perform the layout
if (storyboard)
layoutPageAsStoryboard(page);
else if (orientation === 'rows')
layoutPageByRows(page, fillPage);
else if (orientation === 'columns')
layoutPageByColumns(page, fillPage);
}
function layoutSidebar(sidebar, content) {
// get it out of the header hierarchy
sidebar = sidebar.first();
if (sidebar.hasClass('level1')) {
sidebar.removeClass('level1');
sidebar.children('h1').remove();
} else if (sidebar.hasClass('level2')) {
sidebar.removeClass('level2');
sidebar.children('h2').remove();
}
// determine width
var sidebarWidth = isTablet() ? 220 : 250;
var dataWidth = parseInt(sidebar.attr('data-width'));
if (dataWidth)
sidebarWidth = dataWidth;
// set the width and shift the page right to accomodate the sidebar
sidebar.css('width', sidebarWidth + 'px');
content.css('padding-left', sidebarWidth + 'px');
// wrap it's contents in a form
sidebar.wrapInner($('<form></form>'));
}
function layoutPageAsStoryboard(page) {
// create storyboard navigation
var nav = $('<div class="storyboard-nav"></div>');
// add navigation buttons
var prev = $('<button class="sbprev"><i class="fa fa-angle-left"></i></button>');
nav.append(prev);
var next= $('<button class="sbnext"><i class="fa fa-angle-right"></i></button>');
nav.append(next);
// add navigation frame
var frameList = $('<div class="sbframelist"></div>');
nav.append(frameList);
var ul = $('<ul></ul>');
frameList.append(ul);
// find all the level3 sections (those are the storyboard frames)
var frames = page.find('div.section.level3');
frames.each(function() {
// mark it
$(this).addClass('sbframe');
// divide it into chart content and (optional) commentary
$(this).addClass('dashboard-column-orientation');
// stuff the chart into it's own div w/ flex
$(this).wrapInner('<div class="sbframe-component"></div>');
setFlex($(this), 1);
var frame = $(this).children('.sbframe-component');
// extract the title from the h3
var li = $('<li></li>');
var h3 = frame.children('h3');
li.html(h3.html());
h3.remove();
ul.append(li);
// extract commentary
var hr = frame.children('hr');
if (hr.length) {
var commentary = hr.nextAll().detach();
hr.remove();
var commentaryFrame = $('<div class="sbframe-commentary"></div>');
commentaryFrame.addClass('flowing-content-shim');
commentaryFrame.addClass('flowing-content-container');
commentaryFrame.append(commentary);
$(this).append(commentaryFrame);
// look for a data-commentary-width attribute
var commentaryWidth = $(this).attr('data-commentary-width');
if (commentaryWidth)
commentaryFrame.css('width', commentaryWidth + 'px');
}
// layout the chart (force flex)
var result = layoutChart(frame, true);
// ice the notes if there are none
if (!result.notes)
frame.find('.chart-notes').remove();
// set flex on chart
setFlex(frame, 1);
});
// create a div to hold all the frames
var frameContent = $('<div class="sbframe-content"></div>');
frameContent.addClass('dashboard-row-orientation');
frameContent.append(frames.detach());
// row orientation to stack nav and frame content
page.addClass('dashboard-row-orientation');
page.append(nav);
page.append(frameContent);
setFlex(frameContent, 1);
// initialize sly
var sly = new Sly(frameList, {
horizontal: true,
itemNav: 'basic',
smart: true,
activateOn: 'click',
startAt: 0,
scrollBy: 1,
activatePageOn: 'click',
speed: 200,
moveBy: 600,
dragHandle: true,
dynamicHandle: true,
clickBar: true,
keyboardNavBy: 'items',
next: next,
prev: prev
}).init();
// make first frame active
frames.removeClass('active');
frames.first().addClass('active');
// subscribe to frame changed events
sly.on('active', function (eventName, itemIndex) {
frames.removeClass('active');
frames.eq(itemIndex).addClass('active')
.trigger('shown');
});
}
function layoutPageByRows(page, fillPage) {
// row orientation
page.addClass('dashboard-row-orientation');
// find all the level2 sections (those are the rows)
var rows = page.find('div.section.level2');
// if there are no level2 sections then treat the
// entire page as if it's a level 2 section
if (rows.length === 0) {
page.wrapInner('<div class="section level2"></div>');
rows = page.find('div.section.level2');
}
rows.each(function () {
// flags
var haveNotes = false;
var haveFlexHeight = true;
// remove the h2
$(this).children('h2').remove();
// check for a tabset
var isTabset = $(this).hasClass('tabset');
if (isTabset)
layoutTabset($(this));
// give it row layout semantics if it's not a tabset
if (!isTabset)
$(this).addClass('dashboard-row');
// find all of the level 3 subheads
var columns = $(this).find('div.section.level3');
// determine figureSizes sizes
var figureSizes = chartFigureSizes(columns);
// fixup the columns
columns.each(function(index) {
// layout the chart (force flex if we are in a tabset)
var result = layoutChart($(this), isTabset);
// update flexHeight state
if (!result.flex)
haveFlexHeight = false;
// update state
if (result.notes)
haveNotes = true;
// set the column flex based on the figure width
// (value boxes will just get the default figure width)
var chartWidth = figureSizes[index].width;
setFlex($(this), chartWidth + ' ' + chartWidth + ' 0px');
});
// remove empty chart note divs
if (isTabset)
$(this).find('.chart-notes').filter(function() {
return $(this).html() === "&nbsp;";
}).remove();
if (!haveNotes)
$(this).find('.chart-notes').remove();
// make it a flexbox row
if (haveFlexHeight)
$(this).addClass('dashboard-row-flex');
// now we can set the height on all the wrappers (based on maximum
// figure height + room for title and notes, or data-height on the
// container if specified). However, don't do this if there is
// no flex on any of the constituent columns
var flexHeight = null;
var dataHeight = parseInt($(this).attr('data-height'));
if (dataHeight)
flexHeight = adjustedHeight(dataHeight, columns.first());
else if (haveFlexHeight)
flexHeight = maxChartHeight(figureSizes, columns);
if (flexHeight) {
if (fillPage)
setFlex($(this), flexHeight + ' ' + flexHeight + ' 0px');
else {
$(this).css('height', flexHeight + 'px');
setFlex($(this), '0 0 ' + flexHeight + 'px');
}
}
});
}
function layoutPageByColumns(page, fillPage) {
// column orientation
page.addClass('dashboard-column-orientation');
// find all the level2 sections (those are the columns)
var columns = page.find('div.section.level2');
// if there are no level2 sections then treat the
// entire page as if it's a level 2 section
if (columns.length === 0) {
page.wrapInner('<div class="section level2"></div>');
columns = page.find('div.section.level2');
}
// layout each column
columns.each(function (index) {
// remove the h2
$(this).children('h2').remove();
// make it a flexbox column
$(this).addClass('dashboard-column');
// check for a tabset
var isTabset = $(this).hasClass('tabset');
if (isTabset)
layoutTabset($(this));
// find all the h3 elements
var rows = $(this).find('div.section.level3');
// get the figure sizes for the rows
var figureSizes = chartFigureSizes(rows);
// column flex is the max row width (or data-width if specified)
var flexWidth;
var dataWidth = parseInt($(this).attr('data-width'));
if (dataWidth)
flexWidth = dataWidth;
else
flexWidth = maxChartWidth(figureSizes);
setFlex($(this), flexWidth + ' ' + flexWidth + ' 0px');
// layout each chart
rows.each(function(index) {
// perform the layout
var result = layoutChart($(this), false);
// ice the notes if there are none
if (!result.notes)
$(this).find('.chart-notes').remove();
// set flex height based on figHeight, then adjust
if (result.flex) {
var chartHeight = figureSizes[index].height;
chartHeight = adjustedHeight(chartHeight, $(this));
if (fillPage)
setFlex($(this), chartHeight + ' ' + chartHeight + ' 0px');
else {
$(this).css('height', chartHeight + 'px');
setFlex($(this), chartHeight + ' ' + chartHeight + ' ' + chartHeight + 'px');
}
}
});
});
}
function chartFigureSizes(charts) {
// sizes
var figureSizes = new Array(charts.length);
// check each chart
charts.each(function(index) {
// start with default
figureSizes[index] = {
width: _options.defaultFigWidth,
height: _options.defaultFigHeight
};
// look for data-height or data-width then knit options
var dataWidth = parseInt($(this).attr('data-width'));
var dataHeight = parseInt($(this).attr('data-height'));
var knitrOptions = $(this).find('.knitr-options:first');
var knitrWidth, knitrHeight;
if (knitrOptions) {
knitrWidth = parseInt(knitrOptions.attr('data-fig-width'));
knitrHeight = parseInt(knitrOptions.attr('data-fig-height'));
}
// width
if (dataWidth)
figureSizes[index].width = dataWidth;
else if (knitrWidth)
figureSizes[index].width = knitrWidth;
// height
if (dataHeight)
figureSizes[index].height = dataHeight;
else if (knitrHeight)
figureSizes[index].height = knitrHeight;
});
// return sizes
return figureSizes;
}
function maxChartHeight(figureSizes, charts) {
// first compute the maximum height
var maxHeight = _options.defaultFigHeight;
for (var i = 0; i<figureSizes.length; i++)
if (figureSizes[i].height > maxHeight)
maxHeight = figureSizes[i].height;
// now add offests for chart title and chart notes
if (charts.length)
maxHeight = adjustedHeight(maxHeight, charts.first());
return maxHeight;
}
function adjustedHeight(height, chart) {
if (chart.length > 0) {
var chartTitle = chart.find('.chart-title');
if (chartTitle.length)
height += chartTitle.first().outerHeight();
var chartNotes = chart.find('.chart-notes');
if (chartNotes.length)
height += chartNotes.first().outerHeight();
}
return height;
}
function maxChartWidth(figureSizes) {
var maxWidth = _options.defaultFigWidth;
for (var i = 0; i<figureSizes.length; i++)
if (figureSizes[i].width > maxWidth)
maxWidth = figureSizes[i].width;
return maxWidth;
}
// layout a chart
function layoutChart(chart, forceFlex) {
// state to return
var result = {
notes: false,
flex: false
};
// extract the title
var title = extractTitle(chart);
// find components that apply to this container
var components = componentsFind(chart);
// if it's a custom component then call it and return
var customComponents = componentsCustom(components);
if (customComponents.length) {
componentsLayout(customComponents, title, chart);
result.notes = false;
result.flex = forceFlex || componentsFlex(customComponents);
return result;
}
// put all the content in a chart wrapper div
chart.addClass('chart-wrapper');
chart.wrapInner('<div class="chart-stage"></div>');
var chartContent = chart.children('.chart-stage');
// flex the content if appropriate
result.flex = forceFlex || componentsFlex(components);
if (result.flex) {
// add flex classes
chart.addClass('chart-wrapper-flex');
chartContent.addClass('chart-stage-flex');
// additional shim to break out of flexbox sizing
chartContent.wrapInner('<div class="chart-shim"></div>');
chartContent = chartContent.children('.chart-shim');
}
// set custom data-padding attribute
var pad = chart.attr('data-padding');
if (pad) {
if (pad === "0")
chart.addClass('no-padding');
else {
pad = pad + 'px';
chartContent.css('left', pad)
.css('top', pad)
.css('right', pad)
.css('bottom', pad)
}
}
// call compoents
componentsLayout(components, title, chartContent);
// also activate components on shiny output
findShinyOutput(chartContent).on('shiny:value',
function(event) {
var element = $(event.target);
setTimeout(function() {
// see if we opted out of flex based on our output (for shiny
// we can't tell what type of output we have until after the
// value is bound)
var components = componentsFind(element);
var flex = forceFlex || componentsFlex(components);
if (!flex) {
chart.css('height', "");
setFlex(chart, "");
chart.removeClass('chart-wrapper-flex');
chartContent.removeClass('chart-stage-flex');
chartContent.children().unwrap();
}
// perform layout
componentsLayout(components, title, element.parent());
}, 10);
});
// add the title
var chartTitle = $('<div class="chart-title"></div>');
chartTitle.html(title);
chart.prepend(chartTitle);
// add the notes section
var chartNotes = $('<div class="chart-notes"></div>');
chartNotes.html('&nbsp;');
chart.append(chartNotes);
// attempt to extract notes if we have a component
if (components.length)
result.notes = extractChartNotes(chartContent, chartNotes);
// return result
return result;
}
// build a tabset from a section div with the .tabset class
function layoutTabset(tabset) {
// check for fade option
var fade = tabset.hasClass("tabset-fade");
var navClass = "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
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');
// 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 and grab it's text
var heading = tab.find('h' + tabLevel + ':first');
var headingText = heading.html();
// 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);
if (i === 0)
li.attr('class', 'active');
tabList.append(li);
// set it's attributes
tab.attr('role', 'tabpanel');
tab.addClass('tab-pane');
tab.addClass('tabbed-pane');
tab.addClass('no-title');
if (fade)
tab.addClass('fade');
if (i === 0) {
tab.addClass('active');
if (fade)
tab.addClass('in');
}
// move it into the tab content div
tab.detach().appendTo(tabContent);
});
// add nav-tabs-custom
tabset.addClass('nav-tabs-custom');
// internal layout is dashboard-column with tab-content flexing
tabset.addClass('dashboard-column');
setFlex(tabContent, 1);
}
// one time global initialization for components
function componentsInit(dashboardContainer) {
for (var i=0; i<window.FlexDashboardComponents.length; i++) {
var component = window.FlexDashboardComponents[i];
if (component.init)
component.init(dashboardContainer);
}
}
// find components that apply within a container
function componentsFind(container) {
// look for components
var components = [];
for (var i=0; i<window.FlexDashboardComponents.length; i++) {
var component = window.FlexDashboardComponents[i];
if (component.find(container).length)
components.push(component);
}
// if there were none then use a special flowing content component
// that just adds a scrollbar in fillPage mode
if (components.length == 0) {
components.push({
find: function(container) {
return container;
},
flex: function(fillPage) {
return fillPage;
},
layout: function(title, container, element, fillPage) {
if (fillPage) {
container.addClass('flowing-content-shim');
container.addClass('flowing-content-container');
}
}
});
}
return components;
}
// if there is a custom component then pick it out
function componentsCustom(components) {
var customComponent = [];
for (var i=0; i<components.length; i++)
if (components[i].type === "custom") {
customComponent.push(components[i]);
break;
}
return customComponent;
}
// query all components for flex
function componentsFlex(components) {
// no components at all means no flex
if (components.length === 0)
return false;
// otherwise query components (assume true unless we see false)
var isMobile = isMobilePhone();
for (var i=0; i<components.length; i++)
if (components[i].flex && !components[i].flex(_options.fillPage))
return false;
return true;
}
// layout all components
function componentsLayout(components, title, container) {
var isMobile = isMobilePhone();
for (var i=0; i<components.length; i++) {
var element = components[i].find(container);
if (components[i].layout) {
// call layout (don't call other components if it returns false)
var result = components[i].layout(title, container, element, _options.fillPage);
if (result === false)
return;
}
}
}
// get a reference to the h3, discover it's inner html, and remove it
function extractTitle(container) {
var h3 = container.children('h3').first();
var title = '';
if (!container.hasClass('no-title'))
title = h3.html();
h3.remove();
return title;
}
// extract chart notes
function extractChartNotes(chartContent, chartNotes) {
// look for a terminating blockquote or image caption
var blockquote = chartContent.children('blockquote:last-child');
var caption = chartContent.children('div.image-container')
.children('p.caption');
if (blockquote.length) {
chartNotes.html(blockquote.children('p:first-child').html());
blockquote.remove();
return true;
} else if (caption.length) {
chartNotes.html(caption.html());
caption.remove();
return true;
} else {
return false;
}
}
function findShinyOutput(chartContent) {
return chartContent.find('.shiny-text-output, .shiny-html-output');
}
// safely detect rendering on a mobile phone
function isMobilePhone() {
try
{
return ! window.matchMedia("only screen and (min-width: 768px)").matches;
}
catch(e) {
return false;
}
}
function isFillPage() {
return _options.fillPage;
}
// detect portrait mode
function isPortrait() {
return ($(window).width() < $(window).height());
}
// safely detect rendering on a tablet
function isTablet() {
try
{
return window.matchMedia("only screen and (min-width: 769px) and (max-width: 992px)").matches;
}
catch(e) {
return false;
}
}
// test whether this is a shiny doc
function isShinyDoc() {
return (typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings);
}
// set flex using vendor specific prefixes
function setFlex(el, flex) {
el.css('-webkit-box-flex', flex)
.css('-webkit-flex', flex)
.css('-ms-flex', flex)
.css('flex', flex);
}
// support bookmarking of pages
function handleLocationHash() {
// restore tab/page from bookmark
var hash = window.location.hash;
if (hash.length > 0)
$('ul.nav a[href="' + hash + '"]').tab('show');
FlexDashboardUtils.manageActiveNavbarMenu();
// navigate to a tab when the history changes
window.addEventListener("popstate", function(e) {
var hash = window.location.hash;
var activeTab = $('ul.nav a[href="' + hash + '"]');
if (activeTab.length) {
activeTab.tab('show');
} else {
$('ul.nav a:first').tab('show');
}
FlexDashboardUtils.manageActiveNavbarMenu();
});
// add a hash to the URL when the user clicks on a tab/page
$('.navbar-nav a[data-toggle="tab"]').on('click', function(e) {
var baseUrl = FlexDashboardUtils.urlWithoutHash(window.location.href);
var hash = FlexDashboardUtils.urlHash($(this).attr('href'));
var href = baseUrl + hash;
FlexDashboardUtils.setLocation(href);
});
// handle clicks of other links that should activate pages
var navPages = $('ul.navbar-nav li a[data-toggle=tab]');
navPages.each(function() {
var href = $(this).attr('href');
var links = $('a[href="' + href + '"][data-toggle!=tab]');
links.each(function() {
$(this).on('click', function(e) {
window.FlexDashboardUtils.showPage(href);
});
});
});
}
// tweak Prism highlighting
function initPrismHighlighting() {
if (window.Prism) {
Prism.languages.insertBefore('r', 'comment', {
'heading': [
{
// title 1
// =======
// title 2
// -------
pattern: /\w+.*(?:\r?\n|\r)(?:====+|----+)/,
alias: 'operator'
},
{
// ### title 3
pattern: /(^\s*)###[^#].+/m,
lookbehind: true,
alias: 'operator'
}
]
});
// prism highlight
Prism.highlightAll();
}
}
// get theme color
var themeColors = {
bootstrap: {
primary: "rgba(51, 122, 183, 0.4)",
info: "rgb(217, 237, 247)",
success: "rgb(223, 240, 216)",
warning: "rgb(252, 248, 227)",
danger: "rgb(242, 222, 222)"
},
cerulean: {
primary: "rgb(47, 164, 231)",
info: "rgb(217, 237, 247)",
success: "rgb(223, 240, 216)",
warning: "rgb(252, 248, 227)",
danger: "rgb(242, 222, 222)"
},
journal: {
primary: "rgba(235, 104, 100, 0.70)",
info: "rgb(217, 237, 247)",
success: "rgb(223, 240, 216)",
warning: "rgb(252, 248, 227)",
danger: "rgb(242, 222, 222)"
},
flatly: {
primary: "rgba(44, 62, 80, 0.70)",
info: "rgba(52, 152, 219, 0.70)",
success: "rgba(24, 188, 156, 0.70)",
warning: "rgba(243, 156, 18, 0.70)",
danger: "rgba(231, 76, 60, 0.70)"
},
readable: {
primary: "rgba(69, 130, 236, 0.4)",
info: "rgb(217, 237, 247)",
success: "rgb(223, 240, 216)",
warning: "rgb(252, 248, 227)",
danger: "rgb(242, 222, 222)"
},
spacelab: {
primary: "rgba(68, 110, 155, 0.25)",
info: "rgb(217, 237, 247)",
success: "rgb(223, 240, 216)",
warning: "rgb(252, 248, 227)",
danger: "rgb(242, 222, 222)"
},
united: {
primary: "rgba(221, 72, 20, 0.30)",
info: "rgb(217, 237, 247)",
success: "rgb(223, 240, 216)",
warning: "rgb(252, 248, 227)",
danger: "rgb(242, 222, 222)"
},
cosmo: {
primary: "rgba(39, 128, 227, 0.7)",
info: "rgba(153, 84, 187, 0.7)",
success: "rgba(63, 182, 24, 0.7)",
warning: "rgba(255, 117, 24, 0.7)",
danger: "rgba(255, 0, 57, 0.7)"
},
lumen: {
primary: "rgba(21, 140, 186, 0.70)",
info: "rgba(117, 202, 235, 0.90)",
success: "rgba(40, 182, 44, 0.70)",
warning: "rgba(255, 133, 27, 0.70)",
danger: "rgba(255, 65, 54, 0.70)"
},
paper: {
primary: "rgba(33, 150, 243, 0.35)",
info: "rgb(225, 190, 231)",
success: "rgb(223, 240, 216)",
warning: "rgb(255, 224, 178)",
danger: "rgb(249, 189, 187)"
},
sandstone: {
primary: "rgba(50, 93, 136, 0.3)",
info: "rgb(217, 237, 247)",
success: "rgb(223, 240, 216)",
warning: "rgb(252, 248, 227)",
danger: "rgb(242, 222, 222)"
},
simplex: {
primary: "rgba(217, 35, 15, 0.25)",
info: "rgb(217, 237, 247)",
success: "rgb(223, 240, 216)",
warning: "rgb(252, 248, 227)",
danger: "rgb(242, 222, 222)"
},
yeti: {
primary: "rgba(0, 140, 186, 0.298039)",
info: "rgb(217, 237, 247)",
success: "rgb(223, 240, 216)",
warning: "rgb(252, 248, 227)",
danger: "rgb(242, 222, 222)"
}
}
function themeColor(color) {
return themeColors[_options.theme][color];
}
FlexDashboard.prototype = {
constructor: FlexDashboard,
init: init,
isMobilePhone: isMobilePhone,
isFillPage: isFillPage,
themeColor: themeColor
};
return FlexDashboard;
})();
// utils
window.FlexDashboardUtils = {
resizableImage: function(img) {
var src = img.attr('src');
var url = 'url("' + src + '")';
img.parent().css('background', url)
.css('background-size', 'contain')
.css('background-repeat', 'no-repeat')
.css('background-position', 'center')
.addClass('image-container');
},
setLocation: function(href) {
if (history && history.pushState) {
history.pushState(null, null, href);
} else {
window.location.replace(href);
}
setTimeout(function() {
window.scrollTo(0, 0);
}, 10);
this.manageActiveNavbarMenu();
},
showPage: function(href) {
$('ul.navbar-nav li a[href="' + href + '"]').tab('show');
var baseUrl = this.urlWithoutHash(window.location.href);
var loc = baseUrl + href;
this.setLocation(loc);
},
showLinkedValue: function(href) {
// check for a page link
if ($('ul.navbar-nav li a[data-toggle=tab][href="' + href + '"]').length > 0)
this.showPage(href);
else
window.open(href);
},
urlWithoutHash: function(url) {
var hashLoc = url.indexOf('#');
if (hashLoc != -1)
return url.substring(0, hashLoc);
else
return url;
},
urlHash: function(url) {
var hashLoc = url.indexOf('#');
if (hashLoc != -1)
return url.substring(hashLoc);
else
return "";
},
manageActiveNavbarMenu: function () {
// remove active from anyone currently active
$('.navbar ul.nav').find('li').removeClass('active');
// find the active tab
var activeTab = $('.dashboard-page-wrapper.tab-pane.active');
if (activeTab.length > 0) {
var tabId = activeTab.attr('id');
if (tabId)
$(".navbar ul.nav a[href='#" + tabId + "']").parents('li').addClass('active');
}
}
};
window.FlexDashboard = new FlexDashboard();
// empty content
window.FlexDashboardComponents.push({
find: function(container) {
if (container.find('p').length == 0)
return container;
else
return $();
}
})
// plot image
window.FlexDashboardComponents.push({
find: function(container) {
return container.children('p')
.children('img:only-child');
},
layout: function(title, container, element, fillPage) {
FlexDashboardUtils.resizableImage(element);
}
});
// plot image (figure style)
window.FlexDashboardComponents.push({
find: function(container) {
return container.children('div.figure').children('img');
},
layout: function(title, container, element, fillPage) {
FlexDashboardUtils.resizableImage(element);
}
});
// htmlwidget
window.FlexDashboardComponents.push({
init: function(dashboardContainer) {
// trigger "shown" after initial layout to force static htmlwidgets
// in runtime: shiny to be resized after the dom has been transformed
dashboardContainer.on('flexdashboard:layoutcomplete', function(event) {
setTimeout(function() {
dashboardContainer.trigger('shown');
}, 200);
});
},
find: function(container) {
return container.children('div[id^="htmlwidget-"],div.html-widget');
}
});
// gauge
window.FlexDashboardComponents.push({
find: function(container) {
return container.children('div.html-widget.gauge');
},
flex: function(fillPage) {
return false;
},
layout: function(title, container, element, fillPage) {
}
});
// shiny output
window.FlexDashboardComponents.push({
find: function(container) {
return container.children('div[class^="shiny-"]');
}
});
// datatables
window.FlexDashboardComponents.push({
find: function(container) {
return container.find('.datatables');
},
flex: function(fillPage) {
return fillPage;
}
});
// bootstrap table
window.FlexDashboardComponents.push({
find: function(container) {
var bsTable = container.find('table.table');
if (bsTable.length !== 0)
return bsTable;
else
return container.find('tr.header').parent('thead').parent('table');
},
flex: function(fillPage) {
return fillPage;
},
layout: function(title, container, element, fillPage) {
// alias variables
var bsTable = element;
// fixup xtable generated tables with a proper thead
var headerRow = bsTable.find('tbody > tr:first-child > th').parent();
if (headerRow.length > 0) {
var thead = $('<thead></thead>');
bsTable.prepend(thead);
headerRow.detach().appendTo(thead);
}
// improve appearance
container.addClass('bootstrap-table');
// for fill page provide scrolling w/ sticky headers
if (fillPage) {
// force scrollbar on overflow
container.addClass('flowing-content-shim');
// stable table headers when scrolling
bsTable.stickyTableHeaders({
scrollableArea: container
});
}
}
});
// embedded shiny app
window.FlexDashboardComponents.push({
find: function(container) {
return container.find('iframe.shiny-frame');
},
flex: function(fillPage) {
return fillPage;
},
layout: function(title, container, element, fillPage) {
if (fillPage) {
element.attr('height', '100%');
} else {
// provide default height if necessary
var height = element.get(0).style.height;
if (!height)
height = element.attr('height');
if (!height)
element.attr('height', 500);
}
}
});
// shiny fillRow or fillCol
window.FlexDashboardComponents.push({
find: function(container) {
return container.find('.flexfill-container');
},
flex: function(fillPage) {
return fillPage;
},
layout: function(title, container, element, fillPage) {
if (fillPage)
element.css('height', '100%');
else {
// provide default height if necessary
var height = element.get(0).style.height;
if (height === "100%" || height === "auto" || height === "initial" ||
height === "inherit" || !height) {
element.css('height', 500);
}
}
}
});
// valueBox
window.FlexDashboardComponents.push({
type: "custom",
find: function(container) {
if (container.find('span.value-output, .shiny-valuebox-output').length)
return container;
else
return $();
},
flex: function(fillPage) {
return false;
},
layout: function(title, container, element, fillPage) {
// alias variables
var chartTitle = title;
var valueBox = element;
// add value-box class to container
container.addClass('value-box');
// value paragraph
var value = $('<p class="value"></p>');
// if we have shiny-text-output then just move it in
var valueOutputSpan = [];
var shinyOutput = valueBox.find('.shiny-valuebox-output').detach();
if (shinyOutput.length) {
valueBox.children().remove();
shinyOutput.html("&mdash;");
value.append(shinyOutput);
} else {
// extract the value (remove leading vector index)
var chartValue = valueBox.text().trim();
chartValue = chartValue.replace("[1] ", "");
valueOutputSpan = valueBox.find('span.value-output').detach();
valueBox.children().remove();
value.text(chartValue);
}
// caption
var caption = $('<p class="caption"></p>');
caption.html(chartTitle);
// build inner div for value box and add it
var inner = $('<div class="inner"></div>');
inner.append(value);
inner.append(caption);
valueBox.append(inner);
// add icon if specified
var icon = $('<div class="icon"><i></i></div>');
valueBox.append(icon);
function setIcon(chartIcon) {
var iconLib = "";
var components = chartIcon.split("-");
if (components.length > 1)
iconLib = components[0];
icon.children('i').attr('class', iconLib + ' ' + chartIcon);
}
var chartIcon = valueBox.attr('data-icon');
if (chartIcon)
setIcon(chartIcon);
// set color based on data-background if necessary
var dataBackground = valueBox.attr('data-background');
if (dataBackground)
valueBox.css('background-color', bgColor);
else {
// default to bg-primary if no other background is specified
if (!valueBox.hasClass('bg-primary') &&
!valueBox.hasClass('bg-info') &&
!valueBox.hasClass('bg-warning') &&
!valueBox.hasClass('bg-success') &&
!valueBox.hasClass('bg-danger')) {
valueBox.addClass('bg-primary');
}
}
// handle data attributes in valueOutputSpan
function handleValueOutput(valueOutput) {
// caption
var dataCaption = valueOutput.attr('data-caption');
if (dataCaption)
caption.html(dataCaption);
// icon
var dataIcon = valueOutput.attr('data-icon');
if (dataIcon)
setIcon(dataIcon);
// color
var dataColor = valueOutput.attr('data-color');
if (dataColor) {
if (dataColor.indexOf('bg-') === 0) {
valueBox.css('background-color', '');
if (!valueBox.hasClass(dataColor)) {
valueBox.removeClass('bg-primary bg-info bg-warning bg-danger bg-success');
valueBox.addClass(dataColor);
}
} else {
valueBox.removeClass('bg-primary bg-info bg-warning bg-danger bg-success');
valueBox.css('background-color', dataColor);
}
}
// url
var dataHref = valueOutput.attr('data-href');
if (dataHref) {
valueBox.addClass('linked-value');
valueBox.off('click.value-box');
valueBox.on('click.value-box', function(e) {
window.FlexDashboardUtils.showLinkedValue(dataHref);
});
}
}
// check for a valueOutputSpan
if (valueOutputSpan.length > 0) {
handleValueOutput(valueOutputSpan);
}
// if we have a shinyOutput then bind a listener to handle
// new valueOutputSpan values
shinyOutput.on('shiny:value',
function(event) {
var element = $(event.target);
setTimeout(function() {
var valueOutputSpan = element.find('span.value-output');
if (valueOutputSpan.length > 0)
handleValueOutput(valueOutputSpan);
}, 10);
}
);
}
});
</script>
<div id="dashboard-container">
<!-- NOTE THE PARAMETERS ^^ -->
<!-- you can use rmarkdown::render() with this to generate a report for an individual -->
<div class="knitr-options" data-fig-width="576" data-fig-height="460">
</div>
<!-- You might want to add cache=TRUE for the data block if you're tweaking the aestehtics -->
<div class="knitr-options" data-fig-width="576" data-fig-height="460">
</div>
<div id="row" class="section level2" data-height="750">
<h2>Row</h2>
<div id="hrbrmstr-account-overview" class="section level3" data-width="33%">
<h3>hrbrmstr Account Overview</h3>
<div class="knitr-options" data-fig-width="576" data-fig-height="460">
</div>
<div id="htmlwidget-7d889982e5aca2a9282a" style="width:100%;height:auto;" class="datatables html-widget"></div>
<script type="application/json" data-for="htmlwidget-7d889982e5aca2a9282a">{"x":{"filter":"none","fillContainer":true,"data":[["1","2","3","4","5","6","7","8","9","10","11","12"],["screen_name","name","statuses_count","friends_count","followers_count","favourites_count","listed_count","description","account_created_at","user_id","profile_expanded_url","location"],["hrbrmstr","boB Rudis","80045","434","11219","13475","668","Don't look at me…I do what he does—just slower. ½Miller½Holden. 🇷 #rstats avuncular • pampa • #tired • 👨‍🍳 • ✝️ • Prìomh Neach-saidheans Dàta @ @rapid7","1178028264","5685812","https://rud.is/b","On Your Left || Bridge 4"]],"container":"<table class=\"display fill-container\">\n <thead>\n <tr>\n <th> <\/th>\n <th>field<\/th>\n <th>value<\/th>\n <\/tr>\n <\/thead>\n<\/table>","options":{"pageLength":12,"order":[],"autoWidth":false,"orderClasses":false,"columnDefs":[{"orderable":false,"targets":0}],"lengthMenu":[10,12,25,50,100]}},"evals":[],"jsHooks":[]}</script>
</div>
<div id="daily-rhythm" class="section level3" data-width="66%">
<h3>Daily Rhythm</h3>
<div class="knitr-options" data-fig-width="1600" data-fig-height="666">
</div>
<p><img 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" width="100%" data-figure-id="fig1" /></p>
</div>
</div>
<div id="row-1" class="section level2" data-height="350">
<h2>Row</h2>
<div id="tweet-volume-by-date" class="section level3" data-width="33%">
<h3>Tweet Volume by Date</h3>
<div class="knitr-options" data-fig-width="1066" data-fig-height="466">
</div>
<p><img 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CBAgAABAgQIECBAgAABAgQIECBAgAABAgQKBIQqClAMESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSEKvwGCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIFAkIVBSiGCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJCFX4DBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIECAaGKAhRDBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAGhCr8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECBgFBFAYohAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgIBQhd8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBAQKiiAMUQAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQECowm+AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFAgIFRRgGKIAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQICBU4TdAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECgQEKooQDFEgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBCq8BsgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBQICFUUoBgiQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAhV+A0QIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAoEhCoKUAwRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIQq/AYIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgUCQhUFKIYIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAkIVfgMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgQIBoYoClK4OLVy4MH7wgx/EzJkz2011yy23xOTJk2PSpEkxderUWLt2bbvjdggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIF0BJo2vvVJp5zGr+T222+PT37yk/H666/H9OnT48tf/nK+qKuuuirOPPPMdgscN25c/PnPf45u3WRb2sHYIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECCQj41/wSm7Bq1ao4/fTT80DFoYceGmPHjs1nX7p0aXz1q1/Nt0877bS4/PLLY6+99orZs2fHddddV2IFpiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTKEmguayLzRDz44IPx4osvxhFHHBH33ntvjSR7YsUbb7wRWaDil7/8ZT4+dOjQOPbYY+O+++6LT3/607VzbRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJpCHhSRYl9WLx4cT7bxz72sdqsr7zySvzsZz+LHXbYIb773e/WxkeOHJlvZyEMHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCA9AU+qKLEnw4YNy2e7++674+tf/3q+ffHFF0cWrPjUpz4VQ4YMqd3tjjvuyLf33HPP2pgNAgQIECCQosCt/7u0w7JOOGq3Do85QIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBodIGmjW99Gn0RqdS/Zs2a+OAHPxgLFy6MESNGxG677Za/BqR79+7x+OOPxwc+8IF46aWXYurUqXHttdfG8uXL45577omjjjoqlSWogwABAgQIbCLQ//A7NxlrHVh536TWTd8ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgcoJeP1HiS3t2bNn/OY3v8nDFPPnz49Zs2ZFFqi45ppr8kBFdquHH344Lr300jxQcfrppwtUlOhvKgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUKaA13+UqfnWXGPGjIknnngifwLFypUr4/DDD4+99tqrdpd+/frF8ccfH5MnT47PfOYztXEbBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQFoCXv+RVj9UQ4AAAQIEkhPw+o/kWqIgAgQIECBAgAABAgQIECBAgAABAgQIECBAYDsJeP1HidBvvPFGzJs3L/7zn/9scdbXXnttq8/d4mROIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBEoXEKookXTBggUxatSouOqqq7Y46zPPPJOf++1vf3uL526LE9atWxdr1qzZFlObkwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIVEKguRKrqOMiVqxYEQ899FBewbPPPpt///Of/4wZM2Z0WFX2lIpf/epX+fHly5d3eN6WDjz//PNx0003RXNzc0yZMmVLp0d236uvvjoeeeSRyK7duHFjvO9974tDDjkkzjjjjNhxxx07nGPq1KmRhUY29xkxYkScd955mzvFMQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0DACQhVdbNVjjz0WEydObDdLFphoDU20O1Cwc8IJJxSMdjyUBSHmzJkTN998c/6dnfn2+xddPX/+/PjOd74TS5cubXd48eLFkf3df//9cdlll8Uee+zR7njrTvZak0WLFrXuFn736dOncNwgAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoRAGhii52rV+/fnHwwQfns7z++uvx1FNPxXvf+978r6Ops2sOP/zwPAxx2GGHdXRau/E33ngj7rrrrvzJFFsKN7S78K2d9evXx4UXXlgLVJx44okxduzY/LRbb701Zs+eHf/5z3/ikksuienTp7/98ny/9YkagwcPjuyv6DN8+PCiYWMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAhBYQquti2gw46KB588MF8luxpDqNGjcpfpXHBBRd0ceb2l19++eVx22231Qaz+zz++OO1/c1tZE+1eOGFF/JTvvKVr8TkyZNrp3/oQx+KbOzhhx+OuXPn5q8GOfDAA2vHs40slLFq1ap87KSTTorsz4cAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFRdoFvVF7g919e3b9/86RPb4okN2Ws/unfvHhMmTIhrrrmmwydKFK333nvvzYcHDRoUxx13XLtTmpqa4pRTTqmNLViwoLbdurFixYrWzWhpaalt2yBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAlUW8KSKErs7bNiw+NOf/lSb8aWXXorFixfHv//97+jfv3+0fdVH9qqQPn361M7d0saRRx4Zn/3sZyMLRmSf7OkRW/tpfV3I3nvvHc3Nm7Z8zz33rE3V+kSL2sBbG21DFQMGDGh7yDYBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiswKb/wl7ZpW6fhb355ptx9dVXxyWXXBJtn/owZsyY+Nvf/pYXsXDhwjjmmGPi3HPPjbPOOmurCste09GZz9q1a2PcuHH5pdmrSoo+bQMavXv33uSUl19+uTbmSRU1ChsECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUHEBoYqSG3z++efHD3/4w3zW7KkO2dMrHnnkkXZ32WmnnWLdunUxZcqUOPTQQ+PAAw9sd7zMnR49esS3vvWtzU759NNP144PGTKktt26sXz58tbNyNaUBTWyJ1pkrztpfXJG7QQbBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgIgJCFSU2csmSJXHRRRdF9+7d4/bbb4+jjz46n72pqandXXbZZZeYNm1anHjiiTFz5sxtGqpod+MOdubNm5cfyepufapF21Pbhiquu+66uO222/JgRXbOwIED46STTopTTjml7SW2CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAwwt0a/gVJLSARx99NDZu3JiHJVoDFR2VN3bs2PzQ3LlzOzplu4xnr/a4884783uNHz8+sqdovP2zYsWK2tDNN99cC1Rkg8uWLYuf/vSn8eMf/7h2jg0CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFAFAU+qKLGLr732Wj7bmDFjtjjrypUr83Oam+vbgunTp8fq1aujW7du8fnPf76w7rZPqthzzz3jyCOPjOw7e63JLbfckgdJsqdXfOQjH4mDDjqocI62g6+88ko888wzbYdsEyBAgECDCtQ7HNigbMomQIAAAQIECBAgQIAAAQIECBAgQIAAAQLbTWCPPfbI30Cw3W5YsRvV91/0K4Y5evTofEU33nhjnHXWWdGjR48OV3jFFVfkx/bbb78Oz9nWB+6+++6455578tt8/OMfj+z/TEWfL3zhCzFq1KjIgiBtX/ORPdlixIgR+StPsut+/etfb1WoolevXrH77rsX3coYAQIECCQpsLTDqvz3vEMaBwgQIECAAAECBAgQIECAAAECBAgQIECAQBICO+64YxJ1NGoRQhUldm748OFx7LHHxu23356HC0477bTYZ5998ju8+uqrMWPGjFi0aFFcf/31+faAAQPi1FNPLbGCrZ/qhRdeiGnTpuUXZGGKL37xix1evMsuu8SkSZMKj2evObnppptiwYIF8dBDD+VPvejdu3fhua2DPXv2jEGDBrXu+iZAgACBBhbw3/MGbp7SCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAgS0KCFVskeidnXDdddfFCSecEDNnzozzzjuvdvGTTz4ZEydOrO23tLTEtddeW5cnNqxduzbOP//8eP3112OHHXbIt7OgQ2c/2etAslBF9nnxxRdj6NCh+bb/IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECjSwgVFFy9/r165c/hWL27Nlxww03xHPPPReLFy+ONWvWRN++fSN7msXIkSPjzDPPjCxYUY/PT37yk1oI4uyzz85f4dGVOnbbbbfa5f/+97+FKmoaNggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgkQWEKrZR98aNGxfZX2qf7BUkv/vd7/KyJkyYEJMnT+5yic3N//0Zbdy4scvzmYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECKQg8N9/DU+hmorV8NJLL+VPqcie3tC/f/847LDDaivMXr3Rp0+f2v722Fi0aFFcfPHF+a2GDBkSX//617d424ULF8YVV1yRn3fOOefkT9p4+0XLli2rDbV9akVt0AYBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGhAgW4NWHPSJb/55pvx85//PPbee+8YNGhQjB49OiZNmhRf+9rXanVnQYUDDjggrrzyytrYtt7IXj9y/vnnx+rVq6NXr17x/e9/f6tCHYMHD46HH344/3vooYcKy3ziiSdq40IVNQobBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINDgAkIVJTcwCy586UtfigULFsSAAQPiwAMP3OQOO+20U6xbty6mTJkSjzzyyCbHt8XAZZddFs8880w+dfaEimHDhm3Vbfr16xdDhw7Nz7311lvzuttemD2F4957782HDj744OjZs2fbw7YJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEDDCghVlNi6JUuWxEUXXRTdu3eP3//+97F8+fKYO3fuJnfYZZddYtq0abF+/fqYOXPmJsfLHrjrrrvizjvvzKfdb7/94j3veU/t6ROtT6Fo+/3iiy+2K+ELX/hCvp+t75vf/GZkrxHJQiGPP/54nHvuubFhw4b8eOt57S62Q4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEGlSguUHrTrLsRx99NDZu3BgnnnhiHH300ZutcezYsfnxotDFZi/sxMHWQEV26ZNPPpk/IWNz05xzzjlx0kkn1U4ZP358TJgwIWbMmBFz5syJU089tXasdePkk0+OLLDhQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEqiIgVFFiJ1977bV8tjFjxmxx1pUrV+bnNDc3Rguy15qMHDkyrr766nj11Vdr6xs4cGCceeaZMXHixNqYDQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUAWBxvgX/QaRHj16dF7pjTfeGGeddVb06NGjw8qvuOKK/Fhnn+6QhTHuu+++Dudve+Dyyy9vu9up7aamppg8eXKccMIJsXTp0sheETJkyJDYeeedOzWfiwgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQOoCQhUldmj48OFx7LHHxu233x4HHXRQnHbaabHPPvvkd8ie7pC9PmPRokVx/fXX59sDBgwofJVGiSWVPlUWrnjve9+b/5U+uQkJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBCAk0b3/okVE/Dl7Jq1ar8aQ4zZ87c7FpaWlri2muvjeOPP36z5zlIgAABAgTqLdD/8Ds7LGHlfZM6POYAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKDRBTypouQO9uvXL38KxezZs+OGG26I5557LhYvXhxr1qyJvn37RvY0i5EjR8aZZ54ZWbDChwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhTwJMq0uyLqggQIECAQDICnlSRTCsUQoAAAQIECBAgQIAAAQIECBAgQIAAAQIECGxngW7b+X5uR4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoCAGhihLb9OSTT8aBBx4YU6ZMiVtuuSWWLVtW4uymIkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBLangNd/lKg9b968GDVqVG3Gpqam2HfffWP8+PFxxBFH5N+77rpr7bgNAgQIECDQCAJe/9EIXVIjAQIECBAgQIAAAQIECBAgQIAAAQIECBAgsC0EhCpKVF2/fn08/PDDMWfOnHjggQfy74ULF7a7w957710LWGRhi/e///3tjtshQIAAAQKpCQhVpNYR9RAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLbS0CoYhtLv/zyy3nAojVkkX23fS3I1KlT4xvf+MY2rsL0BAgQIECg8wJCFZ23cyUBAgQIECBAgAABAgQIECBAgAABAgQIECDQ2ALdGrv89KvfeeedY+TIkTFkyJBoaWmJ5ubmWtHdu3ePHXfcsbZvgwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhH4L//wp9OTQ1fycqVK2PWrFkxY8aMuPvuu+Pvf/97bU1Dhw6NM844Iz760Y/Ghz/84TxoUTtogwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhGQKiixFa88MILcfLJJ+ev+1i/fn0+c//+/eP444/PQxQTJ06Mvfbaq8Q7mooAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDYVgJCFSXKLl++PP7yl7/UZhw0aFCce+65cfTRR8cBBxwQTU1NtWM2CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbQFmja+9Um7xMapbsOGDfG3v/2t9tqPOXPmROsTKwYOHJi/7mPChAmR/Q0bNqxxFqZSAgQIEHhXC/Q//M4O17/yvkkdHnOAAAECBAgQIECAAAECBAgQIECAAAECBAgQINDoAkIV27CDq1atilmzZuUhixkzZsRTTz1Vu9uee+6ZhyvOOOOMGD16dG3cBgECBAgQSE1AqCK1jqiHAAECBAgQIECAAAECBAgQIECAAAECBAgQ2F4CQhXbSXrx4sVx0003xbRp02Lp0qW1u15wwQVx4YUX1vZtECBAgACB1ASEKlLriHoIECBAgAABAgQIECBAgAABAgQIECBAgACB7SXQvL1u9G66z5o1a2Lu3Lnx17/+tfa3ZMmSGkFTU1OMHDkyjjjiiDjuuONq4zYIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBdASEKkrsRfY0ipNPPjkPVGTBitZPc3NzHHLIIXmIYvz48XHYYYdFS0tL62HfBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQIICQhUlNmXFihX5kyl69uyZByeyJ1FkIYpDDz00+vbtW+KdTEWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhsawGhihKFd99995g1a1aMGTMmevXqVeLMpiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgS2t0C37X3DKt1v2rRpccABB8T999+fLyt7pUf2ZAqBiip12VoIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBA4N0qIFTRhc4vWbIkHnvssVi5cmUXZnEpAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkKKAUEWKXVETAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUHcBoYq6t0ABBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQIoCzSkW1Wg1zZ49O1avXt2psvfdd9/4wAc+0KlrXUSAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhsOwGhihJsL7rook7PcuGFF8YFF1zQ6etdSIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECGwbAaGKElyHDh0a/fv379RMgwcP7tR1LiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgS2rYBQRQm+V155ZRxzzDElzGQKAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIBWBbqkUog4CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQEoCQhUpdUMtBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQDICQhXJtEIhBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQEoCzSkV02i1nH766TFhwoQ45JBDGq109RIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJbEBCq2ALQ5g7vu+++kf35ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAtUT8PqP6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vXUiggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIESBIQqSkA0BQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9AaGK6vV0q1a0fv36WLt27Vad+/aTunLt2+eyT4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEUhVoTrUwdW1Z4Pnnn4+bbropmpubY8qUKVu+4K0zbrjhhpg9e3Y8/fTTsWHDhthrr73ikEMOic997nP5PJubpCvXbm5exwgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQIoCQhUpdmUzNW3cuDHmzJkTN998c/6dnTpx4sTNXPH/h7LrLr300vjtb3/b7twsXJH9LVy4ML73ve9Fz5492x3Pdrpy7SaTGSBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAg0iIFTRII1644034q677sqfTLFo0aJ3XHUWwmgNVBxwwAExefLk6NGjR9xxxx1x//33x1/+8pe4+uqr4+yzz95k7q5cu8lkBggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQIMIdGuQOt/1ZV5++eVxySWXRGugYtSoUe/I5Pe//31+/h577BE/+tGP4qijjopx48bF97///dh///3zY3/84x9j/fr1m8zblWs3mcwAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoEAGhigZpVPYKju7du8eECRPimmuuienTp2915c8++2z+eo/sguOOOy769OlTu7a5uTlOPPHEfH/FihUxe/bs2rFsoyvXtpvIDgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaDABoYoGadiRRx4ZN954Y1xwwQUxYsSId1T1Aw88UDt/zJgxte3WjdGjR0e3bv//U5g3b17rcP7dlWvbTWSHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAg0mIBQRYM07EMf+lAMGjSoU9UuX768dt3uu+9e227d6NevX7S0tOS7y5Ytax3Ov7tybbuJ7BAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgQYTEKposIZ1ptzWYET22o/sdR9Fn759++bDL730UrvDXbm23UR2CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAgwkIVTRYwzpTbmswon///h1e3hqq6OhJFZ25tsObOUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBBpAoPixBQ1QuBK3XmDVqlX5yd27d+/woh122CE/tmbNmnbndOXadhO12Vm3bl28/vrrbUZsEiBAgECjCrzyyiuNWrq6CRAgQIAAAQIECBAgQIAAAQIECBAgQIDAu0Kgd+/e0aNHj3fFWrfFIoUqtoVqYnO++eabna6oK9d2dNNXX3015s+f39Fh4wQIECDQQAJPP/10A1WrVAIECBAgQIAAAQIECBAgQIAAAQIECBAg8O4TGDZsWAwePPjdt/CSVixUURKkabZeoKWlJcaOHbv1FziTAAECBOoscGeH9/ff8w5pHCBAgAABAgQIECBAgAABAgQIECBAgAABAgQqINCtAmuwBAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA6QJCFaWTpjdhr1698qLWrVvXYXGtr/no169fu3O6cm27iewQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEGExCqaLCGdabcgQMH5petWrWqw8tbjw0YMKDdOV25tt1EdggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQIMJCFU0WMM6U25rMGL16tWxfv36wilWrlyZj7e0tLQ73pVr201khwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQINJiAUEWDNawz5b7nPe+pXfavf/2rtt26sWbNmlixYkW++/YnVXTl2tb5fRMgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgUYUEKpoxK69w5r32Wef2hUPPPBAbbt145FHHokNGzbku/vvv3/rcP7dlWvbTWSHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAg0mIBQRYM1rDPljho1Knbffff80rvuumuTV4D84Q9/yI/17t07xo0b1+4WXbm23UR2CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAgwkIVTRYwzpb7jHHHJNfOn/+/Jg6dWosWbIkXn755fjFL34R99xzT37siCOOiF69em1yi65cu8lkBggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQIMINDdIncrsosAnPvGJyF7z8eCDD8Yf//jH/K/tlMOHD4+zzz677VBtuyvX1iaxQYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEGkzAkyoarGGdLTd7AsWPfvSjyJ46seOOO9amycbHjh0b06dPjwEDBtTG22505dq289gmQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKNJNC08a1PIxWs1q4LZC1/7rnnYu3atZE9oaK5eesfWNKVa7teuRkIECBAoB4C/Q+/s8PbrrxvUofHHCBAgAABAgQIECBAgAABAgQIECBAgAABAgQINLrA1v9reqOvVP01gaamphg2bFht/51sdOXad3If5xIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgXoLeP1HvTvg/gQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECSAkIVSbZFUQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEC9BYQq6t0B9ydAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSSFBCqSLItiiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTqLSBUUe8OuD8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQpIBQRZJtURQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQbwGhinp3wP0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBJAWEKpJsi6IIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBegsIVdS7A+5PgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCkgVJFkWxRFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1FtAqKLeHXB/AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEkBoYok26IoAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoN4CQhX17oD7EyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAkkKCFUk2RZFESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAvUWEKqodwfcnwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhSQKgiybYoigABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKi3gFBFvTvg/gQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECSAkIVSbZFUQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEC9BYQq6t0B9ydAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSSFBCqSLItiiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTqLSBUUe8OuD8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQpIBQRZJtURQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQbwGhinp3wP0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBJAWEKpJsi6IIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgK7ZUpUAAEAASURBVACBegsIVdS7A+5PgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCkgVJFkWxRFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1FtAqKLeHXB/AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEkBoYok26IoAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoN4CQhX17oD7EyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAkkKCFUk2RZFESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAvUWEKqodwfcnwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhSQKgiybYoigABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKi3gFBFvTvg/gQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECSAkIVSbZFUQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEC9BYQq6t0B9ydAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSSFBCqSLItiiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTqLSBUUe8OuD8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQpIBQRZJtURQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQbwGhinp3wP0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBJAWEKpJsi6IIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBegsIVdS7A+5PgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCkgVJFkWxRFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1FtAqKLeHXB/AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEkBoYok26IoAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoN4CQhX17oD7EyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAkkKCFUk2RZFESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAvUWEKqodwfcnwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhSQKgiybYoigABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKi3gFBFvTvg/gQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECSAkIVSbZFUQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEC9BYQq6t0B9ydAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSSFBCqSLItiiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTqLSBUUe8OuD8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQpIBQRZJtURQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQbwGhinp3wP0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBJAWEKpJsi6IIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBegsIVdS7A+5PgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCkgVJFkWxRFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1FtAqKLeHXB/AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEkBoYok26IoAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoN4CQhX17oD7EyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAkkKCFUk2RZFESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAvUWEKqodwfcnwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhSQKgiybYoigABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKi3gFBFvTvg/gQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECSAkIVSbZFUQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEC9BYQq6t0B9ydAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSSFBCqSLItiiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTqLSBUUe8OuD8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQpIBQRZJtURQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQbwGhinp3wP0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBJAWEKpJsi6IIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBegsIVdS7A+5PgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCkgVJFkWxRFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1FtAqKLeHXB/AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEkBoYok26IoAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoN4CQhX17oD7EyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAkkKNCdZlaIIECBAgACBhhe49X+XdriGE47arcNjDhAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEUhEQqkilE+ogQIAAAQIVEzjt/LkdruiE+yZ1eMwBAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAqAl7/kUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJSBUkVQ7FEOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikIiBUkUon1EGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkJdCcVDWKKV1g4cKF8T//8z/vaN6vfvWrsd9++7W7ZurUqbFgwYJ2Y2/fGTFiRJx33nlvH7ZPgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQaUkCooiHbtvVFr169Ov7xj39s/QVvnZld8/bPvHnzYtGiRW8fbrffp0+fdvt2CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAIwsIVTRy97ai9l133TXOOOOMLZ557733xvz586N3796bPKUiu3j58uX5HIMHD47sr+gzfPjwomFjBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgIQWEKhqybVtf9C677BKf/vSnN3vBhg0b4pZbbsnPGT9+fB6saHvB+vXrY9WqVfnQSSedFNmfDwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqLpAt6ov0Pq2LPDggw/GsmXL8hOPPvroTS5YsWJFbaylpaW2bYMAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDA/7F3vzFyVefBwI/NgDGJCQYTaym1CU7qSgiaUEgq0dRsgbR0pEjjpkaID6uqVlshaNIPyVuqdFS1KiJN2igt4otVvR8QUiUspkVx/ggrK7JQCWLWKn9Ekd20dSFjUwtbNpTiP+ybO29n2LXn3t25e2f2nju/lVZ75z73nPOc3zO7O2se5hIgQIBAlQU0VVS5ukvc2549ezpXJrf1+NSnPnXeqPlNFZdddtl5cScIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAVBTRVVLGqA+wpaZh45plnOiN+7dd+Laxateq80W+99VbvnHeq6FE4IECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGKC2iqqHiBF9veU089Fc6cOdO5LGmq6Pdx7Nix3unknSpOnToVfvzjH4c333yzd94BAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBComkCtahuyn8EEvv3tb3cGXHfddWHTpk19B89vqnjsscfCk08+2WmsSC7esGFD2LFjR7j77rv7jnWSAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjEKuCdKmKtXAF5/8u//EvnHSeSqe68887UGZNbhHQ/du/e3WuoSM4dPXo0PPLII+HrX/969xJfCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAJQS8U0UlyphvE3v27OkMvPDCC8Ov/uqvpk4y/50qrr322nDrrbeG5Ov+/fvDE088Eebm5jrvXnHbbbeFG2+8MXWebuDkyZPh0KFD3Ye+EiBAgEDEAq+88kqu7POOy7WYQQQIECBAgAABAgQIECBAgAABAgQIECBAYIwFrrrqqrB+/foxFlje1jVVLM8v2tHvvfde2Lt3byf/X/7lXw7r1q1L3cvOnTvDDTfcEE6cOLHgNh/btm0LW7duDQ8++GBn7KOPPrqkpoparRYuvfTS1PUECBAgQCAegbw/z/OOi0dGpgQIECBAgAABAgQIECBAgAABAgQIECBAoBwCF110UTkSiTQLTRWRFm65af/whz8Mb7/9dmeaX//1X8+c7sorrwz1er3vNcltQx5//PFw4MCBsG/fvvDuu++GtWvX9r22ezKJ/+zP/mz3oa8ECBAgUHqBF1MzzP55nndc6nICBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGRCqwe6WoWK41A99Yfydu8fPrTn15WXsntQLofR44c6R76SoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEohbQVBF1+fIl3263wwsvvNAZ/LnPfS4kt+NYzsfExERv+OHDh3vHDggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQMwCmipirl7O3L/73e/2Ri5264/ehRkH85sy5ubmMq4UIkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC8Qgs7y0K4tmnTP9X4P333w/dW398/OMfD8ln1sfBgwfDww8/3Lnk/vvvD1u2bDnv8qNHj/bOzX/Xit5JBwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEIBTRURFm05KSe3/XjzzTc7UyzlXSo2btzYu1XIvn37+jZVvPzyy72UNFX0KBwQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQOQCbv8ReQEHTb/7LhUXXHBB+NznPrfo8HXr1oVrrrmmc12r1QqnT59eMObw4cPh6aef7py76aabwpo1axbEPSBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABArEKaKqItXI58j558mT44Q9/2Bn5mc98Jqxfv35Js+zcubNz3RtvvBEeeOCBcOjQoU5zxYsvvhi++MUvhrNnz3bi3euWNKmLCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAyQXc/qPkBSoyvaeeeqr3ThNLufVHd+1t27aF22+/Pezduzc899xz4Z577umGel/vuuuucN111/UeOyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABArELaKqIvYID5N+99UdyS49bbrllgJEhNJvNcP3114ddu3aFt99+uzd2w4YN4d577w133HFH75wDAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQBYFVcz/9qMJG7GE0AsnTpd1uhyNHjoTNmzeHyy+/fDQLW4UAAQIEVkzg0s/uSV37xEw9NZZ3XOqEAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBEQt4p4oRg8e+3KpVq8JVV13V+Yx9L/InQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJZAquzgmIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgXEV0FQxrpW3bwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBTQFNFJo8gAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMK4CmirGtfL2TYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECGQKaKrI5BEkQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIExlVAU8W4Vt6+CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgUwBTRWZPIIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAuApoqhjXyts3AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkCmgqSKTR5AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYVwFNFeNaefsmQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEMgU0VWTyCBIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLjKqCpYlwrb98ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBApoCmikweQQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGBcBTRVjGvl7ZsAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDIFNBUkckjSIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECIyrQG1cN27fBAgQIECAAAECBAgQWEygNd1OvaQxOZEaEyBAgAABAgQIECBAgAABAgQIECBAoBoCmiqqUUe7IECAAAECBAgQIEBgCAJTzdnUWRsz9dSYAAECBAgQIECAAAECBAgQIECAAAEC1RBw+49q1NEuCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYIFNFUUDGo6AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoBoCmiqqUUe7IECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAoW0FRRMKjpCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgWoIaKqoRh3tggABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEChYQFNFwaCmI0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBKohoKmiGnW0CwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBgAU0VBYOajgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiGgKaKatTRLggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGCBTRVFAxqOgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAaApoqqlFHuyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQKFtBUUTCo6QgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFqCGiqqEYd7YIAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWEBTRcGgpiNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSqIaCpohp1tAsCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgYAFNFQWDmo4AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCohoCmimrU0S4IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBggU0VRQMajoCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgGgKaKqpRR7sgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEChbQVFEwqOkIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBaghoqqhGHe2CAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQKFigVvB8piNAgAABAgQIECBAgAABAgQIECBAgMCiAq3pduY1jcmJzLggAQIECBAgQIAAAQIERiGgqWIUytYgQIAAAQIECBAgQIAAAQIECBAgQGCBwFRzdsHjcx80ZurnnvKYAAECBAgQIECAAAECIxdw+4+Rk1uQAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQiEFAU0UMVZIjAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMHIBTRUjJ7cgAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgEIOApooYqiRHAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYOQCmipGTm5BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIAYBTRUxVEmOBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwMgFNFWMnNyCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQAwCmipiqJIcCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZELaKoYObkFCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgRgENFXEUCU5EiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAiMX0FQxcnILEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAjEIaKqIoUpyJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBEYuoKli5OQWJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBGIQ0FQRQ5XkSIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECIxcQFPFyMktSIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECMQgUIshSTkSIECAAAECBAgQIECAAAECBAgQIEAgEWhNtzMhGpMTmXFBAgQIECBAgAABAgQIDCKgqWIQLdcSIECAAAECBAgQIECAAAECBAgQILCiAlPN2cz1GzP1zLggAQIECBAgQIAAAQIEBhFw+49BtFxLgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIjI2ApoqxKbWNEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAoMIaKoYRMu1BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwNgIaKoYm1LbKAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDCIgKaKQbRcS4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECIyNgKaKsSm1jRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKDCGiqGETLtQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMDYCGiqGJtS2ygBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwiICmikG0XEuAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiMjYCmirEptY0SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECgwhoqhhEy7UECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDA2AhoqhibUtsoAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMIiApopBtFxLgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIjI2ApoqxKbWNEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAoMIaKoYRMu1BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwNgIaKoYm1LbKAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDCIgKaKQbRcS4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECIyNgKaKsSm1jRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKDCGiqGETLtQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMDYCGiqGJtS2ygBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwiICmikG0XEuAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiMjYCmirEptY0SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECgwhoqhhEy7UECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDA2AhoqhibUtsoAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMIiApopBtFxLgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIjI2ApoqxKbWNEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAoMIaKoYRMu1BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwNgIaKoYm1LbKAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDCIgKaKQbRcS4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECIyNgKaKsSm1jRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKDCGiqGETLtQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMDYCGiqGJtS2ygBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwiICmikG0XEuAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiMjYCmirEptY0SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECgwhoqhhEy7UECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDA2AhoqhibUtsoAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMIiApopBtFxLgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIjI2ApoqxKbWNEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAoMI1Aa52LUECBAgQIAAAQIECAwm0JpuZw5oTE5kxgUJECBAgAABAgQIVEkg6/Wx18ZVqrS9ECBAgAABAgSqI6Cpojq1tBMCBAgQIECAAIESCkw1ZzOzaszUM+OCBAgQIECAAAECBKokkPX62GvjKlXaXggQIECAAAEC1RFw+4/q1NJOCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgQIFNFUUiGkqAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoDoCmiqqU0s7IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAoUqBU4l6kIECBAgAABAgQIEIhUoDXdzsy8MTmRGRckQIAAAQIECBAgQIAAAQIECBAgQIBAFQU0VVSxqvZEgAABAgQIECBAYECBqeZs5ojGTD0zLkiAAAECBAgQIECAAAECBAgQIECAAIEqCrj9RxWrak8ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAsgU0VSyb0AQECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAFQU0VVSxqvZEgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQILFtAU8WyCU1AgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIVFFAU0UVq2pPBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwLIFNFUsm9AEBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQBUFNFVUsar2RIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECCxbQFPFsglNQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFRRQFNFFatqTwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMCyBTRVLJvQBAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAVBWpV3JQ9ESBAgAABAgQIECBAgAABAgQIECBAgACBGARa0+3MNBuTE5lxQQIECBAgQIAAgeEKaKoYrq/ZCRAgQIAAAQIECBAgQIAAAQIECBAgQIBAqsBUczY1lgQaM/XMuCABAgQIECBAgMBwBdz+Y7i+ZidAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQiFdBUEWnhpE2AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgMV0BTxXB9zU6AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhEKqCpItLCSZsAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYroCmiuH6VnL2M2fOhFOnTlVybzZFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgS6ArXuga/VF3jooYfCgQMHMje6devW8JWvfKXvNX//938fnn322fDqq6+Gs2fPhk984hPh5ptvDr/9278dajVPpb5oThIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAtAL+S3i0pRs88ZdeeikcOnQoc+All1xyXnxubi789V//dfiHf/iHBbGkuSL5PHjwYPizP/uzsGbNmgVxDwgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQMwCmipirt6AuR87dqwzYuPGjSH57PexZcuW807v3r2711DxyU9+Mmzfvj1cdNFF4dvf/nZ45plnwj/90z+FXbt2hfvuu++8sU4QIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFYBTRVxFq5AfM+c+ZMOHnyZGfUjh07QvK51I/vfOc7nUs3bdoUvva1r4Xuu1l85jOfCV/60pfCP//zP4fvf//74fd///fdBmSpqK4jQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgdILaKoofYmKSfD48eO9idavX987Xuzg3/7t3zq390iu+/znP99rqEge12q18IUvfKHTVJHM/+yzz4Zt27YlIR+RCbSm26kZNyYnUmMCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqLKApooqV3fe3uY3VVx22WXzItmHzz//fO+C5J0pzv34xV/8xbB69erw/vvvh5deeklTxblAkTyeas6mZtqYqafGBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFBlgdVV3py9fSDw1ltv9R4M8k4Vx44d6427+uqre8fdg3Xr1oXufEePHu2e9pUAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECEQvoKki+hIubQPzmyOSd6o4depU+PGPfxzefPPNzAm64y655JLO7T76XfzhD3+4c/q//uu/+oWdI0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECUQq4/UeUZRs86W5zRDLyscceC08++WSnsSJ5vGHDhrBjx45w9913Jw8XfHTHXXrppQvOz3/QbarwThXzVRwTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQOwCmipir+AS8z9+/Hjvyt27d/eOk4OkGeKRRx4Jr7/+evjyl7+8IHby5MnO4wsuuGDB+fkPLrzwws7D9957b/7p1OOzZ8+G06dPp8YFyiXwP//zP+VKSDYECJRKIO/PiLzjSrV5yRAoSCCW74dY8iyoLEuahsmSmFxEgAABAgRyC+T9XZt3XO5EDSxMQO36U3Lp7+IsAQIECBAgsHSB5L/nZv333qXPNJ5XaqoYk7p333Ei2e61114bbr311s7X/fv3hyeeeCLMzc113r3itttuCzfeeGNP5f333+8dF3WQNHi88sorRU1nniELPP/880NewfQECMQskPdnRN5xMVvJnUCaQCzfD7HkmeY8jPNMhqFqTgIECBAg8IFA3t+1ecd9sLKjlRJQu/7yXPq7OEuAAAECBAgsXeATn/hEmJiYWPoAVy4Q0FSxgKO6D3bu3BluuOGGcOLEiQW3+di2bVvYunVrePDBBzubf/TRRxc0VQxD5Iorrgif/exnhzG1OXMLfCd1pFql0ggQGCOBvD8j8o4bI1pbHROB9O+FBKA8v2tjyXPUT5t0l/LUbtQm1iNAgAABAkUJpP+eTVZI/12bd1xReZtneQLp9Uuv+fJWLP/odJMk9/F1KX/lZEiAAAECBAiMh4CmivGoc7jyyitDvV7vu9s777wzPP744+HAgQNh37594d133w1r167te21RJ1etWlXUVOYZsoBaDRnY9AQiF8j7MyLvuMi5pE+gr0As3w+x5NkXeUgnmQwJ1rQECBAgQOB/BfL+rs07DvzKC6hd/xpw6e/iLAECBAgQIEBgVAKrR7WQdcotkNwOpPtx5MiR7mG4+OKLO8enT5/unTv3oHuLkHXr1p0b8pgAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECEQroKki2tIVm/j8e+gcPny4N/mGDRs6xydPnuydO/egG7vsssvODXlMgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSiFXD7j2hLV2zitdoHT4W5ubne5N2miuSWIGfOnAnzr+tedOLEic7h+vXru6d8JUCAAAECBAgQIECAQJQCrel2Zt6NyYnMuCABAgQIVE8g63eD3wvVq7cdESBAgAABAgQIEDhX4IP/kn5uxOPKCBw8eDA8/PDDnf3cf//9YcuWLeft7ejRo71z89+14oorruid/8lPfhI2bdrUe5wcvPfee+H48eOdc96pYgGNBwQIECBAgAABAgQIRCgw1ZzNzLoxU8+MCxIgQIBA9QSyfjf4vVC9etsRAQIECBAgQIAAgXMF3P7jXJEKPt64cWN44YUXOp/79u3ru8OXX365d35+U8XP//zP984///zzvePuwf79+8PZs2c7D3/hF36he9pXAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAQvYCmiuhLuPgG1q1bF6655prOha1WK5w+fXrBoMOHD4enn366c+6mm24Ka9as6cVvuOGGcPXVV3cef+973+vcAqQX/OnBd7/73c7DtWvXhltuuWV+yDEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEIhaQFNF1OVbevI7d+7sXPzGG2+EBx54IBw6dKjTXPHiiy+GL37xi713m+heN3/m3/iN3+g8fO2118JDDz0Ukjneeuut8Hd/93fhBz/4QSf2K7/yK+Hiiy+eP8wxAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCIWqAWdfaSX7LAtm3bwu233x727t0bnnvuuXDPPfecN/auu+4K11133Xnnf+u3fiskt/n40Y9+FL7//e93PudftGXLlnDffffNP+WYAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhEL6CpIvoSLn0DzWYzXH/99WHXrl3h7bff7g3csGFDuPfee8Mdd9zROzf/IHkHiq997WvhG9/4Ruc2Ie+8804nnJz/5Cc/Gb761a+Gj3zkI/OHOCZAgAABAgQIEFimQGu6nTlDY3IiMy5IgAABAgQIECBAgAABAgQIECAQp4B/F4qzbrKuroCmiurW9rydrVq1Kmzfvj00Go3QbrfDkSNHwubNm8Pll19+3rXnnrjwwgs7tw35oz/6o/Dv//7v4dSpUyF5h4pazVPoXCuPCRAgQIAAAQJFCEw1ZzOnaczUM+OCBAgQIECAAAECBAgQIECAAAECcQr4d6E46ybr6gr4L+LVrW3qzpLmiquuuqrzmXpRSiAZ+7GPfSwl6jQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiOwOrqbMVOCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLFCWiqKM7STAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECFBDRVVKiYtkKAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgUJ6CpojhLMxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIVEtBUUaFi2goBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQnICmiuIszUSAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhUSEBTRYWKaSsECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAcQKaKoqzNBMBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQIQFNFRUqpq0QIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECxQloqijO0kwECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAhQQ0VVSomLZCgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIFCegqaI4SzMRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECFRLQVFGhYtoKAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUJyAporiLM1EgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIVEigVqG92AoBAgQIECBAgAABAgQIECBAgAABAgQIEFgRgdZ0O3PdxuREZlyQAAECBAgQIECgnAKaKspZF1kRIECAAAECBAgQIECAAAECBAgQIECAQEQCU83ZzGwbM/XMuCABAgQIECBAgEA5Bdz+o5x1kRUBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCwwgKaKla4AJYnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEyimgqaKcdZEVAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgsMICmipWuACWJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBMopUCtnWrIiQIAAAQIECBAgQIAAAQIEihZoTbczp2xMTmTGBQmUTSCW53QseZatvvIhQIAAAQIECBAgQIBAGQQ0VZShCnIgQIAAAQIECBAgQIAAAQIjEJhqzmau0pipZ8YFCZRNIJbndCx5lq2+8iFAgAABAgQIECBAgEAZBNz+owxVkAMBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQOgFNFaUriYQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBMghoqihDFeRAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIlE5AU0XpSiIhAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoAwCtTIkIQcCBAgQIECAAAECBAgQIECAAAECBAgQiEegNd1OTbYxOZEaEyBAgAABAgQIECAQm4CmitgqJl8CBAgQIECAAAECBAgQIECAAAECBAissMBUczY1g8ZMPTUmQIAAAQIECBAgQCA2Abf/iK1i8iVAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRGIqCpYiTMFiFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRiE9BUEVvF5EuAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiMRKA2klUsQoAAAQIECBAgQIAAAQIECBAgQIAAgRUUaE23M1dvTE5kxgUJECBAgAABAgQIEBhPAU0V41l3uyZAgAABAgQIECBAgAABAgQIECAwVgJTzdnM/TZm6plxQQIECBAgQIAAAQIExlPA7T/Gs+52TYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECCwioKliESBhAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYDwFNFWMZ93tmgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEFhEQFPFIkDCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwHgK1MZz23ZNgAABAgQIEKi+QGu6nbnJxuREZlyQAAECBAgQIECAAAECBAgQIECAAAECBAiMu4CminF/Btg/AQIECBAgUFmBqeZs5t4aM/XMuCABAgQIECBAgAABAgQIECBAgAABAgQIEBh3Abf/GPdngP0TIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECfQU0VfRlcZIAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYdwFNFeP+DLB/AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoK+Apoq+LE4SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC4y5QG3cA+ydAgAABAgQIECBAgAABAgQIjFKgNd1OXa4xOZEaEyBAgAABAgQIEIhXIOs1YLIrrwPjra3MCRCovoCmiurX2A4JECBAgAABAgQIECBAgACBEglMNWdTs2nM1FNjAgQIECBAgAABAvEKZL0GTHbldWC8tZU5AQLVF3D7j+rX2A4JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBHAKaKnKgGUKAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhUX0BTRfVrbIcECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBADgFNFTnQDCFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSqL6Cpovo1tkMCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgh4CmihxohhAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLVF9BUUf0a2yEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQQ0BTRQ40QwgQIEBnamLXAABAAElEQVSAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHqC2iqqH6N7ZAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDIIVDLMcYQAgQIEIhcoDXdztxBY3IiMy5IgMBoBXzPjtbbagQIECBAgED1Bby+qn6N7ZAAAQIECBAgQIAAAQJFCWiqKErSPAQIEIhIYKo5m5ltY6aeGRckQGC0Ar5nR+ttNQIECBAgQKD6Al5fVb/GdkiAAAECBAgQIECAAIGiBNz+oyhJ8xAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKVEtBUUaly2gwBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQlICmiqIkzUOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhUSkBTRaXKaTMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAUQK1oiYyDwECBAjkF2hNtzMHNyYnMuOCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgUL6CponhTMxIgQGBgganmbOaYxkw9My5IgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEDxAm7/UbypGQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEKCGiqqEARbYEAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoXkBTRfGmZiRAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQqIKCpogJFtAUCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgeIFa8VOakQABAgQIECBAgACBlRJoTbczl25MTmTGBQkQIECAAAECBAiUTcBr3LJVRD4ECBAgQIAAgfES0FQxXvW2WwIECBAgQIAAgYoLTDVnM3fYmKlnxgUJECBAgAABAgQIlE3Aa9yyVUQ+BAgQIECAAIHxEnD7j/Gqt90SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECSxTQVLFEKJcRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC4yWgqWK86m23BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwBIFaku8zmUECBAgQIAAAQIECBAgQCAagdZ0OzPXxuREZlyQAAEC/QT8bOmn4hwBAgQIECBAgAABAgSqLaCpotr1tTsCBAgQIECAAAECBAiMpcBUczZz342ZemZckAABAv0E/Gzpp+IcAQIECBAgQIAAAQIEqi3g9h/Vrq/dESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAjkFNFXkhDOMAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqLaApopq19fuCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZwCmipywhlGgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIVFugVu3t2R0BAgSqLdCabmdusDE5kRkXJECAQJECfiYVqWkuAgQIECBAgAABAgQIECBAgAABAgQIECiDgKaKMlRBDgQIEMgpMNWczRzZmKlnxgUJECBQpICfSUVqmosAAQIECBAgQIAAAQIECBAgQIAAAQIEyiDg9h9lqIIcCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgdIJaKooXUkkRIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECJRBQFNFGaogBwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKB0ApoqSlcSCREgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJlEKiVIQk5ECBAgAABAgQIECBAgACBfgKt6Xa/071zjcmJ3rGD4Qmow/BszUyAAAECBAgQIECAAAECBAiUW0BTRbnrIzsCBAgQIECAAAECBAiMtcBUczZz/42ZemZcsBgBdSjG0SwECBAgQIAAAQIECBAgQIBAfAJu/xFfzWRMgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIjEBAU8UIkC1BgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIxCegqSK+msmYAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQGIFAbQRrWIIAAQIECBAgQIAAAQIEKiLQmm5n7qQxOZEZFyxGQB2KcTQLAQLFCPiZVIyjWQgQIECAAAECBAgQKKeApopy1kVWBAgQIECAAAECBAgQKKXAVHM2M6/GTD0zLliMgDoU42gWAgSKEfAzqRhHsxAgQIAAAQIECBAgUE4Bt/8oZ11kRYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECKywgKaKFS6A5QkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFyCmiqKGddZEWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAissICmihUugOUJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBcgrUypmWrAgQqLJAa7qdur3G5ERqTIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKjFNBUMUptaxEg0BGYas6mSjRm6qkxAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECIxSwO0/RqltLQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCAaAU0V0ZRKogQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMAoBTRVjFLbWgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEA0ApoqoimVRAkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFRCtRGuZi1CBAgEItAa7qdmWpjciIzLkiAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQPwCmirir6EdECAwBIGp5mzmrI2ZemZckAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB+AXc/iP+GtoBAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMAQBTRVDQDUlAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgEL+Apor4a2gHBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwBAENFUMAdWUBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQPwCtfi3YAcECBAgQIAAgRBa0+1UhsbkRGpMgAABAgQIECBAgAABAlUQ8DdRFapoDwQIECBAgAABAmUU0FRRxqrIiQABAgQIEBhYYKo5mzqmMVNPjQkQIECAAAECBAgQIECgCgL+JqpCFe2BAAECBAgQIECgjAJu/1HGqsiJAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQWHEBTRUrXgIJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAmUU0FRRxqrIiQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEFhxgdqKZyABAgQIVEigNd3O3E1jciIzLkhgKQJZzzPPsaUIuoYAAQIECBAou0DW650kd695yl5B+cUq4Hsv1srJmwABAgQIFCfg9UBxlmYiQKA6ApoqqlNLOyFAoAQCU83ZzCwaM/XMuCCBpQhkPc88x5Yi6BoCBAgQIECg7AJZr3eS3L3mKXsF5RergO+9WCsnbwIECBAgUJyA1wPFWZqJAIHqCLj9R3VqaScECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAgQKaKgrENBUBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQHQFNFdWppZ0QIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBQpoqigQ01QECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAdQRq1dmKnQwicPr06fD++++HNWvWDDLMtQQIECBAgMAYCLSm25m7bExOZMYFCRAgQIBAV8DvlK6ErwQIECBAgAABAgQIECBAgECsApoqYq1cjrzfeeedsGvXrrB///7wH//xH2Fubi78zM/8TLj55pvD7/7u74YPfehDqbM+9NBD4cCBA6nxJLB169bwla98JfMaQQIECBAgQKD8AlPN2cwkGzP1zLggAQIECBDoCvid0pXwlQABAgQIECBAgAABAgQIEIhVQFNFrJUbMO/XXnst/Mmf/Elotxf+n6f/+Z//GZLPZ555Jnzzm98MmzZt6jvzSy+9FA4dOtQ31j15ySWXdA99JUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC0Qtoqoi+hItv4MyZM+FP//RPew0VX/jCF8Iv/dIvdQa2Wq3w7LPPhjfffDP81V/9VfjWt77Vd8Jjx451zm/cuDEkn/0+tmzZ0u+0cwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEoBTRVRlm2wpHfv3h1ef/31zqA//MM/DNu3b+9N8OlPfzok51544YUwOzvbuTXIpz71qV48OUiaMk6ePNk5t2PHjpB8+iBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAlUXWF31DdpfCE8//XSH4aMf/Wj4/Oc/v4Bk1apV4e677+6dO3DgQO+4e3D8+PHuYVi/fn3v2AEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiygHeqqHJ1/3dvhw4d6hz93M/9XKjVzi/5tdde21PovqNF78RPD+Y3VVx22WXzQ44JECBAgAABAgQIECBAgAABAgQIECBAYAUEWtPtzFUbkxOZcUECBAgQIECAAIGlCZz/X9iXNs5VkQicOnUq3HLLLZ1sb7zxxr5ZJ7f36H6sXbu2e9j7+tZbb/WOvVNFj8IBAQIECBAgQIAAAQIECBAgQIAAAQIEVkxgqjmbuXZjpp4ZFyRAgAABAgQIEFiagKaKpTlFe9VFF10U/viP/zgz/1dffbUX37x5c++4e3Ds2LHuYUjeqSJp1Eje0eLDH/5wSG4p4oMAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFRRQFNFFas64J5eeumlzogLLrig964W86eY31Tx2GOPhSeffLLTWJFcs2HDhrBjx45w9913zx/imAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIRC+wOvod2MCyBJJbe+zZs6czx7Zt28JHPvKR8+Y7fvx479zu3bt7DRXJyaNHj4ZHHnkkfP3rX+9d44AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFRBwDtVVKGKy9jDt771rfDuu++G1atXh9/5nd/pO9P8d6q49tprw6233hqSr/v37w9PPPFEmJub67x7xW233RZuvPHGvnPMP/nOO++Edrs9/5TjEgscPHhwpNmNer28m8ubZ9XH5fU0rjiBvM+xvBnkXS/vuFHnmXe9UY/L6xnLuFF7jnq9WOqQN89Re45yPSb9tUftkne9UY/rrzW8s6PeXyzrDU+8uJnzWhaXQbVmyutZlnFP/ehkZkHuuHldZrzoYFlcFtvXKPPMu9Zieyg6Puo886436nFFOy8236j3l3e9xfYhToDAcARi+Z6NJc/hVKk8s6pDeWoRSyYf/ehHw6WXXhpLuqXLU1NF6UoyuoSeeuqp8IMf/KCz4G/+5m+GTZs29V18586d4YYbbggnTpxYcJuP5J0ttm7dGh588MHOuEcffXRJTRV9F3GSAAECBAgQIECAAAECBAgQIEBggcD/eeQnCx6f++CO/7v13FMeEyBAgAABAgQIECBAgEDBApoqCgaNZbrXX389fOMb3+ikmzRT/N7v/V5q6ldeeWWo1+t943feeWd4/PHHw4EDB8K+ffs673qxdu3avtd2T37oQx8KH//4x7sPfS2FwGupWQynVqNeL3V7GYH0HJNB6S5VH5dBJjRCgfTnWfpzcznp5V0v77i8uY56vbx55hmXvrdktvS6xzIuj0lMY2KpQ948Y6pFnlzTXdK/9/KsE9OYdJNkF8W75F1v1ONGXcNR7y+W9UZdh7zrpXsW/z2UN8dYxqVbJjtI96z6uLz1q7pL8ftLf47lrcFyxqXvbzh55l0vz7j0MYnYcPaXpxZ58xz1uDx7M4YAgeUL5P1eX/7Kg80QS56D7Sq+q9UhvprJuMoCq6u8OXvrL3Dq1KnQbDbDf//3f4cLL7ywc7xmzZr+Fy/hbHI7kO7HkSNHuoe+EiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBqAU0VURdvnzJ/83f/E3nnSWS0ffdd1/nFh75Zvr/oyYmJnrDDx8+3Dt2QIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEYhbQVBFz9XLkvnfv3vCP//iPnZG333572L59e45ZFg6p1T64i8zc3NzCoEcECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBSgQ/+a3ikG5D20gUOHToU/vIv/7IzYPPmzeHLX/7yooMPHjwYHn744c51999/f9iyZct5Y44ePdo7N/9dK3onHRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUCmB1nQ7dT+NyQ/e6T71IgECkQhoqoikUMtN87333gvNZjO8++674eKLLw5//ud/Hi655JJFp924cWN44YUXOtft27evb1PFyy+/3JtHU0WPwgEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBygpMNWdT99aYqafGBAjEJuD2H7FVLGe+3/zmN8O//uu/dkYn71DxsY99bEkzrVu3LlxzzTWda1utVjh9+vSCcYcPHw5PP/1059xNN90U1qxZsyDuAQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQiFXAO1XEWrkB8v7e974X9uzZ0xlx3XXXhSuuuKL37hP9prn66qtD8g4V3Y+dO3eGr371q+GNN94IDzzwQPiDP/iDkLwjxauvvhr+4i/+Ipw9e7ZzaXKdDwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUBUBTRVVqWTGProNFcklr7zySvjSl76UcXUI999/f9ixY0fvmm3btoXbb7897N27Nzz33HPhnnvu6cW6B3fddVdIGjZ8ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBqghoqqhKJYe8j2azGa6//vqwa9eu8Pbbb/dW27BhQ7j33nvDHXfc0TvngAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIVEFAU0UVqrjIHv72b/92kSsWD69atSps3749NBqN0G63w5EjR8LmzZvD5ZdfvvhgVxAgQIAAAQIECBAgQIAAAQIECBAgQGDEAq3pduaKjcmJzLggAQIECBAgQIAAgURAU4XnwUACSXPFVVdd1fkcaKCLCRAgQIAAAQIECBAgQIAAAQIECBAgMEKBqeZs5mqNmXpmXJAAAQIECBAgQIBAIrAaAwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwPkCmirON3GGAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIOCdKjwHCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL9BGr9TjpHgAABAgQIECBAgAABAgQIECCQLdCabqde0JicSI0JEBi2QNZzM1nb83PYFTB/7AK+h2KvoPwJECBAgAABAsUKaKoo1tNsBAgQIECAAAECBAgQIECAwJgITDVnU3famKmnxgQIDFsg67mZrO35OewKmD92Ad9DsVdQ/gQIECBAgACBYgVWFzud2QgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC1RDQVFGNOtoFAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgULCApoqCQU1HgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIVENAU0U16mgXBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQMECtYLnMx0BAgQIECBAYFkCrel26vjG5ERqLE8ga61kvqLXy5OjMQQIEKiKgJ+5VamkfRAgQIAAAQIECBAgQIBAWQX87V3WysgrdgFNFbFXUP4ECBAgQKBiAlPN2dQdNWbqqbE8gay1kvmKXi9PjsYQIECgKgJ+5lalkvZBgAABAgQIECBAgAABAmUV8Ld3WSsjr9gF3P4j9grKnwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBiKgKaKobCalAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEIhdQFNF7BWUPwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDAUAU0VQ2E1KQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIBC7QC32DcifAIEPBFrT7Q8enHPUmJw454yHBAgQIECAAAECBAgQIECAAAECZRPw7ztlq4h8CBAgQIAAAQIExl1AU8W4PwPsv1ICU83Z1P00ZuqpMQECBAgQIECAAAECBAgQIECAAIFyCPj3nXLUQRYECBAgQIAAAQIEugJu/9GV8JUAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgME9AU8U8DIcECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAga6ApoquhK8ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgXkCmirmYTgkQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHQFat0DXwkQIECAwGICrel25iWNyYnMuCABAgQIECBAgAABAgT6Cfhbo5+KcwQIECBAgAABAgRGI+D1+GicrRKvgKaKeGsncwIECIxcYKo5m7lmY6aeGRckQIAAAQIECBAgQIBAPwF/a/RTcY4AAQIECBAgQIDAaAS8Hh+Ns1XiFXD7j3hrJ3MCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEBgiAKaKoaIa2oCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgXgFNFfHWTuYECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAEAVqQ5zb1AQIVFygNd1O3WFjciI1lieQtVYyX9Hr5cnRmPIIxPJ8iSXP8lQ2/kzUPP4a2gEBAgSKFvC7oWhR8/UTyHqe+Vuqn5hzBAgQIECAAAECZRfIeo2b5O51btkrKD8CcQloqoirXrIlUCqBqeZsaj6NmXpqLE8ga61kvqLXy5OjMeURiOX5Ekue5als/Jmoefw1tAMCBAgULeB3Q9Gi5usnkPU887dUPzHnCBAgQIAAAQIEyi6Q9Ro3yd3r3LJXUH4E4hJw+4+46iVbAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYEQCmipGBG0ZAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIC4BTRVx1Uu2BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwIgENFWMCNoyBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQFwCtbjSlS0BAgQIECBAgACB5Qm0ptuZEzQmJzLjggSqIuB7oSqVtA8CBAgQIECAAAECBAgQIECAAIFhCmiqGKauuQkQIECAAAECBEonMNWczcypMVPPjAsSqIqA74WqVNI+CBAgQIAAAQIECBAgQIAAAQIEhing9h/D1DU3AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgEK2ApopoSydxAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYJgCmiqGqWtuAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIFoBTRXRlk7iBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwDAFasOc3NwECBAgQIBAeQRa0+3UZBqTE6kxAQLDFsh6biZre34OuwLmJ0CAAAECBAgQGGeBrNfjXouP8zPD3gkQIECAAAECBLoCmiq6Er4SIECAAIGKC0w1Z1N32Jipp8YECAxbIOu5mazt+TnsCpifAAECBAgQIEBgnAWyXo97LT7Ozwx7J0CAAAECBAgQ6Aq4/UdXwlcCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwDwBTRXzMBwSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBLoCmiq6Er4SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBOYJ1OYdOyRAgAABAgQIECBAIEWgNd1Oifz/043Jicy4IAECBAgQIECAAAECBAgQIECAQJwC/l0ozrrJmkBRApoqipI0DwECBAgQIECAQKUFppqzmftrzNQz44IECBAgQIAAAQIECBAgQIAAAQJxCvh3oTjrJmsCRQm4/UdRkuYhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEKiWgqaJS5bQZAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoCgBTRVFSZqHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqJSApopKldNmCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgaIEakVNZB4CBAgQIFC0QGu6nTllY3IiMy5IgAABAsMXyPpZ7ef08P2tQIDAQoG8P5Pyjlu4ukcECBAgQIAAAQIEihfIeq2arOZv7+LNzUiAAIFzBTRVnCviMQECBAiURmCqOZuZS2OmnhkXJECAAIHhC2T9rPZzevj+ViBAYKFA3p9JecctXN0jAgQIECBAgAABAsULZL1WTVbzt3fx5mYkQIDAuQJu/3GuiMcECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZ8KaKrwNCBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI9BHQVNEHxSkCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAgKYKzwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQB8BTRV9UJwiQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECGiq8BwgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECPQR0FTRB8UpAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgICmCs8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAfAU0VfVCcIkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUEBAgQKDKAq3pdub2GpMTmXFBAgQIECBAgAABAgQIECBAgAABAgQIEBhMIOvfZf2b7GCWriZAgACBlRfQVLHyNZABAQJDFJhqzmbO3pipZ8YFCRAgQIAAAQIECBAgQIAAAQIECBAgQGAwgax/l/VvsoNZupoAAQIEVl7A7T9WvgYyIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBEoooKmihEWREgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQILDyApoqVr4GMiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRKKKCpooRFkRIBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCw8gK1lU9BBgQIECBAgAABAgQIEFiaQGu6nXphY3IiNRZDIGtvSf6x7y+GGiwnR/Vbjp6xBAgQIECAAAECBAjELuBvov4V5NLfxVkCsQloqoitYvIlQIAAAQIECBAgMMYCU83Z1N03ZuqpsRgCWXtL8o99fzHUYDk5qt9y9IwlQIAAAQIECBAgQCB2AX8T9a8gl/4uzhKITcDtP2KrmHwJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBkQhoqhgJs0UIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB2AQ0VcRWMfkSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECIxHQVDESZosQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECsQnUYktYvgQIECBAgAABAgQIxC/Qmm6nbqIxOZEaiyVQ9f3FUgd5EqiawCh/tmStlbhW4Wd11Z4f9kOAAAECBAgQILC4gNe5ixu5ggCB8wU0VZxv4gwBAgQIECBAgAABAkMWmGrOpq7QmKmnxmIJVH1/sdRBngSqJjDKny1ZayWuVfhZXbXnh/0QIECAAAECBAgsLuB17uJGriDw/9q7EyArirsB4I0sggoCAQ8U8RajMVjiCYpFKtEIlqlN0MRUpfCIWtGAFY1nLLxLSShNzO2ReKSUKArGikcOUQhaHoUCXnjixSEYDxS5+ezJN8+3+45dl+G5O+83Vcub6Z7p6f71W2bnvf90EygVMP1HqYkUAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAQVOFNQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoIyCoogyKJAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQICAoArvAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAGYGGMmmSCBAgQIAAAQIECBAgkCuByVMXVGxP4/B+FfNkECBAgAABAgQIECDwP4Fqf1PHPfxd7Z1CgAABAgQI5FVAUEVee1a7CBAgQIAAAQIECBAoCIweN7Ow3nylcfrI5km2CRAgQIAAAQIECBBoJlDtb+q4q7+rm4HZJECAAAECBHIjYPqP3HSlhhAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJZCgiqyFJTWQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBuBARV5KYrNYQAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDIUqAhy8KURYAAAQIECBCoB4HJUxdUbWbj8H5V82USIECAAAECBAgQIJB/gWr3De4Z8t//WkiAAAECBAgQIJAfAUEV+elLLSFAgAABAgRqJDB63MyqZ2qcPrJqvkwCBAgQIECAAAECBPIvUO2+wT1D/vtfCwkQIECAAAECBPIjYPqP/PSllhAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIZCgiqyBBTUQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEB+BARV5KcvtYQAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDIUEBQRYaYiiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTyI9CQn6ZoCQECBAgQ+GIEJk9dUPXEjcP7Vc2XSYAAAQIECBAgQIAAAQIECBAgQIAAgSwFfGaZpaayCBCodwFBFfX+DtB+AgQIEFhvgdHjZlYto3H6yKr5MgkQIECAAAECBAgQIECAAAECBAgQIJClgM8ss9RUFgEC9S5g+o96fwdoPwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFBWQFBFWRaJBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQL0LCKqo93eA9hMgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJlBQRVlGWRSIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECNS7QEO9A2g/AQIECBAgQIAAAQIEOrLA5KkLqla/cXi/qvkyCRAgQIAAAQIECBDIv0C1+4Zq9wxtPS7/olqYlUC191g8R7X3Z1Z1UE7tBar1uz6vfX84Y8sCgipaNrIHAQIECBAgQIAAAQIE2q3A6HEzq9atcfrIqvkyCRAgQIAAAQIECBDIv0C1+4Zq9wxtPS7/olqYlUC191g8R7X3Z1Z1UE7tBar1uz6vfX84Y8sCpv9o2cgeBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQB0KCKqow07XZAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBlAUEVLRvZgwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKhDgYY6bLMmEyBAgAABAgQIECBAgAABAgQIECBAgAABAgS+MIHJUxdUPXfj8H5V82USIECAAAECtRMQVFE7a2ciQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECITR42ZWVWicPrJqvkwCBAgQIECgdgKm/6idtTMRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECHUhAUEUH6ixVJUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBGonIKiidtbORIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHQgAUEVHaizVJUAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBConUBD7U7lTAQIECBAgAABAgSyE5g8dUHVwhqH96uaL5MAAQIECBAgQIAAAQIECBAgQIAAAQIECLQkIKiiJSH5BAgQIECAAAEC7VJg9LiZVevVOH1k1XyZBAgQIECAAAECBAgQIECAAAECBAgQIECgJQHTf7QkJJ8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCoSwFBFXXZ7RpNgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQItCQgqKIlIfkECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAXQoIqqjLbtdoAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoCWBhpZ2kE+AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgvQpMnrqgYtUah/ermCeDAAECBAi0RkBQRWuU7EOAAAECBAgQIECAAAECBAgQIECAAAECBAgQINAuBUaPm1mxXo3TR1bMk0GAAAECBFojYPqP1ijZhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKg7AUEVddflGkyAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi0RkBQRWuU7EOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUnUBD3bVYgwkQIECAAAECBAgQIECAAAECBAgQIECAAIFcCkyeuqBquxqH9yub39bjyha2AROr1bNS2zZgdTIvOu/tyxxMgQQIECBQEwFBFTVhztdJVq9eHdauXRs23njjfDVMawgQIECAAAECBAgQIECAAAECBAgQIECgQwuMHjezav0bp48sm9/W48oWtgETq9WzUts2YHUyLzrv7cscTIEECBAgUBMBQRU1Yc7HSSZOnBhmzJgRnn/++bBmzZqw6667hv322y8cf/zxoaHBWykfvawVBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAK+CY8lfBaUWDdunXhqquuClOmTGmyTwyuiD8vv/xyuOSSS0LXrl2b5NsgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIdWWCjjlx5da+NwKRJkwoBFXvvvXcSQHHllVeGgw8+OKnAI488Eq677rraVMZZCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAjQQEVdQIuiOf5t57702qP2DAgDB+/PgwfPjwMHTo0HDppZeGQYMGJXkPPPBAWL16dUduproTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEmAqb/aMJho7nAa6+9lkzvEdOPOuqosOmmmxZ2aWhoCKNGjQqzZs0K77//fpgxY0Y49NBDC/lWCBAgkApMnrogXS372ji8X9l0iQQIECBAgAABAgQIdCwBf/t3rP5SWwIE6lPA/9XZ9jvPbD07Qmn6vCP0kjoSIEAgWwFBFdl65q60xx9/vNCmAw44oLCergwePDhstNFGYe3atWHOnDmCKlIYrwQINBEYPW5mk+3mG43TRzZPsk2AAAECBAgQIECAQAcU8Ld/B+w0VSZAoO4E/F+dbZfzzNazI5SmzztCL6kjAQIEshUw/Ue2nrkr7b333iu0qX///oX1dKVHjx6hd+/eyeaSJUvSZK8ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKDDCwiq6PBduGEbkAZVxGk/4nQf5Zbu3bsnyYsXLy6XLY0AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHRIAUEVHbLbalfpNKhi8803r3jSNKjCSBUViWQQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQAcUKD/0QAdsiCpvGIGlS5cmBXfu3LniCbp06ZLkrVixouI+zTPWrVvXPMn2BhZoq7njyncMl/p0Kd/qllNr+X6p5bliy52vfP9z4VJeoHxqnt8veW5b7E3tq7/3tH4v3+cdxcXvbPn+48KlvED5VO+XUhcmpSYxhQuX8gLtIzXP7888ty2+e2rdvra+Y2tdT+cr31NcvniXWvdB+RZLTQU6deqUrnptg4Cgijag1dMha9euzby57777bnj22WczL1eBIRz8lcq/0tOnT69I1BGOq1bH2LBK7XNc+X7nUt6l4i9JCxntybPS70JsQrV61utx1UyiWSUXx5X/HeLCJf7eFC+VfofiPtXeL/V6XDWTaFbJxXF+9+L7o/ni/dJcpPLvUNyz2u9RJcu8H1fNJLa9kovj/J8U3x/Nlzy/Xyq1LRpU+31wXPN3yf+2K7lUs4xHOq59e5av3YZLref3S6XfhahdzaWej2vLO7GaZSyvkqfj/J1U7v2W5/dLpbZFh2q/D9WOK2corXUCu+66a+jXr1/rdrZXiUCnT6OEDBlQwiIhFTjllFPCc889F7bddtswceLENLnJ65gxY8LTTz8d+vTpE6ZMmdIkr9zGmjVrwqpVq8plSSNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDAXizAPVZibI8FS5LKryY+25bK5GtQeB+Avrl7Y99IQ6ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEA1gY2qZcoj0K1btwSh2sgS6RQhPXr0AEaAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBHIjIKgiN125YRrSt2/fpOClS5dWPEGa16tXr4r7yCBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAh1NQFBFR+uxGtc3Dar45JNPwurVq8ue/cMPP0zSe/fuXTZfIgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQ6IgCgio6Yq/VsM59+vQpnG3+/PmF9XRlxYoV4f333082jVSRqnglQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgTwICKrIQy9uwDbsvvvuhdIff/zxwnq68tRTT4U1a9Ykm4MGDUqTvRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgQ4vIKiiw3fhhm3AV7/61dC/f//kJPfff3/JFCD33XdfkrfJJpuEoUOHbtjKKJ0AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECNRQQFBFDbE76qlGjBiRVH3u3LnhyiuvDG+//Xb473//G2644Ybw4IMPJnnDhg0L3bp166hNVG8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFAi0Gndp0tJqgQCRQLLly8P559/fnjiiSeKUj9b3XnnncMvf/nL0KtXr88SrREgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgQ4uIKiig3dgraq/atWqMGHChPDwww+Hjz/+ODltHJli7733DhdccEHo2bNnrariPAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoCYCgipqwpyfk8SBTebNmxdWrlwZ4ggVDQ0N+WmclhAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgSIBQRVFGFYJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAqnARumKVwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgc8EBFV8ZmGNAAECBAgQIECAAAECBGogMG3atHDIIYckPw8++GANzugUBAgQIECAAAECBAgQaD8CH330UVizZk37qZCaECBAgEBVgYaquTIJECBAgACBmgksXrw4nHvuucn5hg4dGk444YSanduJCBAgQIBAOYEbbrghPPLII0nW+PHjQ9++fcvtJo0AAQIECNRUIH4JNXbs2LB8+fJw4IEHhpNOOqmm53cyAgQIECDQFoGHHnoo3HnnneG1114LH3zwQejcuXMYMGBAGDFiRGhsbAxdu3ZtS7GOIUCAAIEaCAiqqAGyUxAgQIAAgdYIrFq1Krz44ovJrjvvvHNrDrEPAQIECBDYoAILFiwoXJtWr169Qc+lcAIECBAg0FqB2bNnh/gTl4ULF4bjjz8+NDT4mLO1fvYjQIAAgdoKrFixIlx44YVhxowZTU4cgwRjgMVvf/vbMHPmzHD55ZeHLl26NNnHBgECBAi0DwHTf7SPflALAgQIECBAgAABAgQIECBAgAABAgRaIRCf9E2XDz/8MMyaNSvd9EqAAAECBNqdwLXXXlsIqNh2223DmDFjwhVXXBF+8pOfhL333jup76OPPhouuuiiIJi93XWfChEgQCAREFThjUCAAAECBAgQIECAAAECBAgQIECAQIcQWLduXZg2bVqTuj788MNNtm0QIECAAIH2IvDKK6+E22+/PalOHJn2pptuCsccc0w4+OCDw7e//e1wzTXXJFN/xB3i9W3SpEntperqQYAAAQJFAoIqijCsEiBAgAABAgQIECBAgAABAgQIECDQfgWee+65sGTJkqSCBxxwQPIav4SKwRYWAgQIECDQ3gTS6apivUaPHh26du3apIqdOnUKJ598cthss82S9HvvvbdJvg0CBAgQaB8CJhtsH/2gFgQIECBAoKpAnGPx5ZdfTvbp1atX2GqrrUr2j3Mwrly5Mmy88cZhxx13LOTHDxdffPHFZLtv376hT58+YdmyZSF+GBnLjMMO7rXXXiGWayFAgAABAq0VWLRoUXj//feT3XfZZZfQuXPnJocuXbo0zJ8/P0nbZpttQo8ePZrk2yBAgAABAm0RSEeliPc28cupxx57LLz77rvhmWeeSe5rKpWZxXUr3m+99NJL4YUXXgg9e/ZMhmyP9Yj3V2+++WZy6ngvFu/JLAQIECBAIArEkSrSZYcddkhXm7x279497LTTTmHOnDlh3rx5yRQgDQ2lX9/FoMK5c+cm15x4jxXvw+JruSXuG6+P8T4t7rd27drw6quvhhjksemmm4aBAweG7bffPmy0kWevy/lJI0CAQHOB0v+Vm+9hmwABAgQIEPjCBeKHdD/84Q+TeowaNSqcfvrpJXUaN25ccuMVhxK88cYbC/kxICM99rjjjgtf/vKXw4UXXhiWL19e2Cd+IHjxxReHwYMHF9KsECBAgACBagITJ04sDE0bn6ZqHjTx5JNPhnhtisvll18ehg0bVq04eQQIECBAoFUCaVDFkCFDwp577pkEh8cgv5geg8UrLet73YoB6WeffXZYvHhxk1PEe6zdd989nHvuuUn6rbfeGrbbbrsm+9ggQIAAgfoVKH6IKQ1KL6dx9NFHh3333TfJikF8xUEVq1atChMmTAjlRrE4/PDDw09/+tPQrVu3JsVOmTIlmWokjoBxxx13JPvEB6yKl3322SdcdtllJfdyxftYJ0CAAIH/CQhB804gQIAAAQJ1JPDQQw+F8847LwmoiF9+pU8Vf/DBB+GCCy5InrCqIw5NJUCAAAECBAgQIECgAwnEwIZ0FKQYVBGfrj3ooIOSFqTBFhuiOfEp41NPPbVJQEX6JVkMaP/zn/+8IU6rTAIECBDIgUBxwN9dd91VsUXDhw8PJ5xwQvITR5JIlxhQMXbs2EJARQyeiKNapNOIPPDAA+GMM85Idy95/fjjj5OHs2JARRxJqbjsmTNnhtNOOy3EB7IsBAgQIFBdQFBFdR+5BAgQIEAgVwJxCMF+/fqFX/ziF+Gee+4J8cbr61//etLGjz76KPz973/PVXs1hgABAgQIECBAgACB/AjEIPG4xC+F0qd5hw4dmqQtXLgwGRI92cj4nzjKxSeffJKUeuSRRyZfbMX7qdtvvz25n4pDsVsIECBAgEA5ga985SuFKXfjdeyKK674XA813X///ckUV7HsOO1V/CzvpptuSq5Fhx12WHLKOG3IE088Ue70Sdrrr78eLrnkkuSYWN71119fmDYkTic8Y8aMisfKIECAAIH/CQiq8E4gQIAAAQJ1JNClS5fkJurAAw9MRqmIUe1xKpF0xIrnn3++jjQ0lQABAgQIECBAgACBjiSQjkYRAyrSJ3T322+/whDpaX6WbYpDtf/73/9OiozTfJxzzjmFYdJjwPr555+fTEOS5TmVRYAAAQL5EYjTb4wfP75w3YpTeBxzzDHhuuuuC0uWLKna0DiCxF/+8pdknzjlVZzeN47SFJcYYHjmmWeGTTbZJNmOU3xUWs4666wQR8KI185OnTqFgQMHJnVK9588eXK66pUAAQIEKggIqqgAI5kAAQIECORR4NBDDw277bZbk6bFYWu32GKLJG3RokVN8mwQIECAAAECBAgQIECgPQi88cYbIY68F5d0dIq4Hocxj3PCx2VDBFW89NJLIQ69HpcjjjgieS3+Jwau77///sVJ1gkQIECAQBOBPfbYI1x22WVh8803T9LjNLw333xzGDVqVLjooosKI1E0OejTjTiKRDrt1Te/+c3m2U2ugXGqqkrLoEGDSrJ22GGHEOsVlzi9loUAAQIEqgsIqqjuI5cAAQIECORKoKGhoWx7evbsmaS/9957ZfMlEiBAgAABAgQIECBA4IsUKA6YGDJkSJOqpEEWMfAifgGV5bJ48eJCcTvuuGNh3QoBAgQIEPg8AnHU2Ntuuy1873vfK4x4FEeiiKMh/ehHPwoTJkwoBPGl5caprdJlwIAB6WqT12222SbZjqNexPI+z7LLLrskfNTYlAAAF9JJREFUu8dRmVasWPF5DrUvAQIE6k6g/DcrdcegwQQIECBAoL4F0qED61tB6wkQIECAAAECBAgQaK8CaVBFHHmvb9++TaoZgyyuvvrqJC3ul2XwQ/HQ7H369GlyXhsECBAgQODzCMSRKk477bRkGo9//etfYdKkSYVRIu6+++4kMPDXv/51YYqP4qCKe+65Jzz00EMlp3vhhReStLVr14Z33303bLnlliX7VEro3bt3ISte77bddtvCthUCBAgQaCogqKKphy0CBAgQIECAAAECBAgQIECAAAECBNqRQPxSae7cuUmN9t133/Dxxx83qV2PHj3C9ttvH15//fVkCpDjjjuuSf76bCxdurRweJxqxEKAAAECBNZXoGvXrmHkyJHJz/Tp08PPf/7zEEeLmD17dojBE9/61reSUxSPKBuDMFpali1b1tIuTfK7d+9e2P7kk08K61YIECBAoFRAUEWpiRQCBAgQIECAAAECBAgQIECAAAECBNqJwLRp0wo1ufXWW0P8qbTEeeHj/PPpcOiV9mtt+rp16wq7Fq8XEq0QIECAAIH1EDjkkEOS0SVOPvnkEEebuOOOOwpBFcXFxqDCGIxRbRH8V01HHgECBNZPQFDF+vk5mgABAgQItFpg9erVyb6dOnUKnTt3Ljmu+AM603GU8EggQIAAgYwF4ny76bWnoaH8rWGaH08dr18WAgQIECDwRQiUG+68Wj3iFCDHHntstV1anReHak+XOGrFFltskW56JUCAAAECVQXideOpp55K9olTa+y8885l9x84cGDYfffdw3PPPRfeeuutED9DjPdo3bp1K+w/duzYTKe3igUXj8bUq1evwrmsECBAgECpQPlPzkr3k0KAAAECBAish0AcQu+www5LSjj44IPDFVdcUVJanPcwXZrPf1j8ZdfKlSvT3bwSIECAAIE2C/zxj38Mt912W3L8n/70p7DrrruWlJVem2IwYPN55F2bSrgkECBAgMAGEIjXomeeeSYpOd5LjRgxouJZ0uHTYxBG86CKtl63+vXrVzhfHJrdQoAAAQIEWisQp6v62c9+luz+ta99LVx88cUVD91qq62SoIoY/B6vN3379g0xECNdFi9enHlQxZIlS5Li48NdvXv3Tk/llQABAgTKCAiqKIMiiQABAgQIZC2wySabJF9GxQ8EY8R5ueXVV18tJPfv37+wHlfi8Ztttlkyd3DxfIrFO8WbLgsBAgQIEGitQPG1Jl6bmgdVxOtKnJs+LltvvXXypFRx2cVP6sZrU/Ogi3SEpuJjrBMgQIAAgc8r8J///KcwstKRRx4Zhg4dWrGIOC/9fffdl3wpFb98Kr5WFa9/nutWvAamS3yCeJ999kk3C6/FIzsVEq0QIECAQN0LxGtP/EwvPmz1wgsvhHiPVW702gi1cOHCxCv9DDFuFAdVvPjii2H//fdP9snqn+effz4pKgZUVKpXVudSDgECBDq6wEYdvQHqT4AAAQIEOorALrvsklR13rx5haH/0rrHL57uvPPOZDMOrx6H/Gu+xIj1uDz99NNh1apVTbL/9re/hTfffLNJmg0CBAgQIFBNoHjo2bvuuqtk1wcffDCkTy7tscceJfnpdSlmPPHEE03yly1bFm688cYmaTYIECBAgEBbBNKpPzbeeOMQ55OvtsSRLNJl2rRp6Wry2tbrVgw6TKcAuffee0PzkQPj08QxkMNCgAABAgSaC8RAhSOOOCJJnj9/fpg4cWLzXZLtZ599NqQBDvE+LZ16cYcddgjptByTJk0KK1asKDl++fLl4Te/+U3yIFZJ5v8nPProoyVZs2bNCq+99lqS3tL1teRgCQQIEKhDAUEVddjpmkyAAAECX4zA6NGjCyeOQ//94x//CIsWLQrxxumss84KMdgiLvFma8CAAcl68T+HHHJIshnnOxw/fnx4++23k2Fw45DtV199dfGu1gkQIECAQIsCe+65Z9hvv/2S/WLA3oUXXhjmzp2bPCF19913hyuvvDLJi8Oln3jiiSXlDR48OHnqKmbccsstYcaMGcmx8foWr2tvvPFGyTESCBAgQIDA5xEonos+fuHTtWvXqofH61qXLl2SfdJgjPSAtl634nz23/nOd5JiYiD7mWeemQTJx1EIY+DGOeeck9zXpefxSoAAAQIEigWOO+64kAa0/+EPfwiXXHJJch2JAezxs8AY4H722WcXDim+94rXveOPPz7Ji9edU045JXnYKo58EUddivdgP/7xj8Nf//rXpNxCIc1WfvWrX4U77rgjvPPOO+Gjjz5Krl/nnXdeYa+jjz66sG6FAAECBMoLmP6jvItUAgQIECCQucBee+0VGhsbw+TJk0P8cPDSSy8tOUcc1u/kk08uSY8J8YO822+/PRky8IEHHgjxJ13iU1sxct0cv6mIVwIECBBojcDpp58eTjvttPDBBx+EODJF/Gm+nHTSSU2GnU3zu3fvnlzXbr311uS6du6556ZZyeuWW26ZfGjXJNEGAQIECBD4HAJx6o90msMhQ4a0eGQcMj1Oz/HYY4+F2bNnJ184pXPEr891a9SoUWHq1KnJl18xEHHs2LGFusR56OOXZa+88kohzQoBAgQIEEgF4nUojiQRAyfmzJkT/vnPfyY/aX7x6w9+8IOSUZmOOuqoEKe3evLJJ5NrzZgxY4oPSdZj8MWIESNK0tOE+PDWNddck/ykaenr4YcfHgYOHJhueiVAgACBCgJGqqgAI5kAAQIECGwIgTPOOCOMGzeuZN75GBQR5weOo040n5M+rUe8Cfv9739f8sXWdtttF373u9+F3XbbLd3VKwECBAgQaJXA9ttvH26++eYQR0NqPoduDPSLIyF9//vfr1hWfFLq2GOPDfELpXSJTwjHL5/iyBcWAgQIECCwPgIPP/xw4fCDDjqosF5tZejQoUn22rVrQwzKKF7aet2K03/Ee7E4vUjx9bJnz57Jk8HDhg0rPo11AgQIECDQRCAG9sV7q2OOOSbEa0fzJX6mF4Meyj1oFUcOvOqqq5KAvnQqkPT4GEw4aNCg5HPBQw89NE0ueb388suToItYVrrEY+OounE0XQsBAgQItCzQad2nS8u72YMAAQIECBDIWiAO0zfv02H+YrBEDIwo/nCupXMtXLgwLFiwIMS5FdMnr1o6Rj4BAgQIEKgmsHr16mTKjjia0o477liYP77aMWlenNv35ZdfToZlj9em4g/r0n28EiBAgACB9iKwPtet9NgePXoUpm289tprk6mwYvumTJlSMVC+vbRfPQgQIEDgixOI911xSt/Fixcno872798/xKmmWrvEzxNff/318KUvfSnEY4sD3IvLuP7668NNN92UJMWRb/v16xdWrlyZ3LfFgIoYYF/p2OJyrBMgQIDA/wQ+C0sjQoAAAQIECNRUIAZDtDUgYuuttw7xx0KAAAECBLISiIEQO+20U5uKi8PN7rnnnm061kEECBAgQKDWAutz3Sp3bPxyLC7xS6pKIw/Wuo3OR4AAAQLtUyDed8WAhvjTlmV9Pk+MI+XusccebTmtYwgQIFD3Ap+N0Vr3FAAIECBAgAABAgQIECBAgAABAgQIECBQKjBr1qwQpxRpvsQRnuI893GJc9ZbCBAgQIAAAQIECBDIn4Cgivz1qRYRIECAAAECBAgQIECAAAECBAgQIJCRwBtvvBFOP/30MGbMmDBnzpwQpwCJS0y/4IILwocffphsf/e7301e/UOAAAECBAgQIECAQL4ETP+Rr/7UGgIECBAgQIAAAQIECBAgQIAAAQIEMhR46623Qpz2Y/bs2eHUU08NnTt3TraXLVtWOMvgwYPDN77xjcK2FQIECBAgQIAAAQIE8iNgpIr89KWWECBAgAABAgQIECBAgAABAgQIECCQscCQIUPCLbfcEoYNGxbifPRr1qwJaUBFQ0NDOPHEE8OECRMyPqviCBAgQIAAAQIECBBoLwKd1n26tJfKqAcBAgQIECBAgAABAgQIECBAgAABAgTaq8Dq1avDK6+8EubPnx+22267MGDAgCTQor3WV70IECBAoD4FFi1aFN55552k8QMHDnStqs+3gVYTIJChgKCKDDEVRYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECORHwPQf+elLLSFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQyFBBUkSGmoggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH8CAiqyE9fagkBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoYCgigwxFUWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjkR0BQRX76UksIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDAUEVWSIqSgCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgPwKCKvLTl1pCgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIZCggqCJDTEURIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC+REQVJGfvtQSAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEMBQRUZYiqKAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyI+AoIr89KWWECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAhkKCKrIEFNRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQH4EBFXkpy+1hAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEMhQQFBFhpiKIkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPIjIKgiP32pJQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECGAoIqMsRUFAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAfAUEV+elLLSFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQyFBBUkSGmoggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH8CAiqyE9fagkBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoYCgigwxFUWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjkR0BQRX76UksIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDAUEVWSIqSgCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgPwKCKvLTl1pCgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIZCggqCJDTEURIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC+REQVJGfvtQSAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEMBQRUZYiqKAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyI+AoIr89KWWECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAhkKCKrIEFNRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQH4EBFXkpy+1hAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEMhQQFBFhpiKIkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPIjIKgiP32pJQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECGAoIqMsRUFAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAfAUEV+elLLSFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQyFBBUkSGmoggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH8CAiqyE9fagkBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoYCgigwxFUWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjkR0BQRX76UksIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDAUEVWSIqSgCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgPwKCKvLTl1pCgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIZCggqCJDTEURIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC+REQVJGfvtQSAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEMBQRUZYiqKAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyI+AoIr89KWWECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAhkKCKrIEFNRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQH4EBFXkpy+1hAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEMhQQFBFhpiKIkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPIjIKgiP32pJQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECGAoIqMsRUFAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAfAUEV+elLLSFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQyFBBUkSGmoggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH8CAiqyE9fagkBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoYCgigwxFUWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjkR0BQRX76UksIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDAUEVWSIqSgCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgPwKCKvLTl1pCgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIZCggqCJDTEURIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC+REQVJGfvtQSAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEMBQRUZYiqKAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyI+AoIr89KWWECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAhkKCKrIEFNRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQH4EBFXkpy+1hAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEMhQQFBFhpiKIkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPIjIKgiP32pJQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECGAoIqMsRUFAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAfAUEV+elLLSFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQyFBBUkSGmoggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH8CAiqyE9fagkBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoYCgigwxFUWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjkR0BQRX76UksIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDAUEVWSIqSgCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgPwKCKvLTl1pCgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIZCjwf+pAaV8QDiyyAAAAAElFTkSuQmCC" width="100%" data-figure-id="fig2" /></p>
</div>
<div id="day-of-week" class="section level3" data-width="33%">
<h3>Day of Week</h3>
<div class="knitr-options" data-fig-width="1066" data-fig-height="466">
</div>
<p><img 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" width="100%" data-figure-id="fig3" /></p>
</div>
</div>
<div id="row-2" class="section level2" data-height="500">
<h2>Row</h2>
<div id="tweet-type" class="section level3" data-width="33%">
<h3>Tweet Type</h3>
<div class="knitr-options" data-fig-width="533" data-fig-height="666">
</div>
<p><img 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" width="100%" data-figure-id="fig4" /></p>
</div>
<div id="language-of-tweets" class="section level3" data-width="33%">
<h3>Language of Tweets</h3>
<div class="knitr-options" data-fig-width="533" data-fig-height="666">
</div>
<p><img 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" width="100%" data-figure-id="fig5" /></p>
</div>
<div id="used-interface" class="section level3" data-width="33%">
<h3>Used Interface</h3>
<div class="knitr-options" data-fig-width="533" data-fig-height="666">
</div>
<p><img 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" width="100%" data-figure-id="fig6" /></p>
</div>
</div>
<div id="row-3" class="section level2" data-height="500">
<h2>Row</h2>
<div id="used-hashtags" class="section level3" data-width="50%">
<h3>Used Hashtags</h3>
<div class="knitr-options" data-fig-width="800" data-fig-height="666">
</div>
<p><img 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" width="100%" data-figure-id="fig7" /></p>
</div>
<div id="url-apex-domains" class="section level3" data-width="50%">
<h3>URL Apex Domains</h3>
<div class="knitr-options" data-fig-width="800" data-fig-height="666">
</div>
<p><img 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" width="100%" data-figure-id="fig8" /></p>
</div>
</div>
<div id="row-4" class="section level2" data-height="500">
<h2>Row</h2>
<div id="replied-users" class="section level3" data-width="33%">
<h3>Replied Users</h3>
<div class="knitr-options" data-fig-width="533" data-fig-height="666">
</div>
<p><img 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" width="100%" data-figure-id="fig9" /></p>
</div>
<div id="retweeted-users" class="section level3" data-width="33%">
<h3>Retweeted Users</h3>
<div class="knitr-options" data-fig-width="533" data-fig-height="666">
</div>
<p><img 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" width="100%" data-figure-id="fig10" /></p>
</div>
<div id="quoted-users" class="section level3" data-width="33%">
<h3>Quoted Users</h3>
<div class="knitr-options" data-fig-width="533" data-fig-height="666">
</div>
<p><img 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is getting better and better (this is also a rly sad story about the leaden aftermath of the Notre-Dame 🚒) https://t.co/9VFDu6tbCa","#rstats macOS folk: RSwitch 1.5.0 is out! New features incl. managing of @RStudio *Server* connections, automatic notification of new RStudio Dailies + a reorganized resources menu. \n\nRead more here: https://t.co/1LHG39z2bT and grab it from: https://t.co/SZTTGMCrXH https://t.co/Jp2EXIypDK","Not a single company producing consumer-oriented \"internet things\" has your back. None of them. They're all (including Apple) myopic and care more about quick profits than safety/security. https://t.co/rbIg4V7qer","Good to see municipalities taking ransomware and other cyber attacks more seriously/proactively. // Arizona agency wants $22 million for 'cyber risk fund' • Arizona Mirror https://t.co/JxGlBUUMTQ","September 2019 Democratic Debates Added to {ggchicklet} https://t.co/eglJHqH912 #rstats https://t.co/sOJNVDbUsM","@hrbrmstr @henrikbengtsson Have a look at reqres for parsing and formatting anything request or response related https://t.co/8QorEkV5At","Not sure I’ve “earned” these but I def wanted them #nom https://t.co/mkTytqdLdV","Okay @e_kaspersky wins the blogosphere today. Pretty excellent computing in space primer blog below. Yo @hrbrmstr @TomSellers @dabdine this aligns with your interests. https://t.co/kS53yCpvDl","@henrikbengtsson @ilarischeinin Ugh. That relies on an old, old, old, old, old attempt at libgd bindings via the defunct {GDD} package (don't look, it's a horror show).\n\nLemme see if anything is worth extracting from this bygone era (a few cgi-ish things in Archives)","@henrikbengtsson @ilarischeinin BOOM! https://t.co/iq3lzYy6CF","@henrikbengtsson @ilarischeinin https://t.co/WCT1ioPVGW … defunct, but i'm workin on it","@henrikbengtsson @ilarischeinin https://t.co/nvoWAob45Z ?","@henrikbengtsson @ilarischeinin https://t.co/JsxLw7mzOF ?","We're having a big #TheExpanse rewatch over on the Expanse Discord server in preparation for Season 4. You're invited! \n\nHere's more information: We will watch 3 episodes each Saturday starting on September 14. The calendar is here: https://t.co/UCss04AcDd","@henrikbengtsson I have not checked but {opencpu} and {plumber} both have to handle HTTP requests (not sure if they rely on {httuv} interception/processing or not off the top of my head)","@henrikbengtsson so something that just takes the already-received data and just does the parsing?","@yoniceedee I at least now have more of an excuse to go back to writing iOS apps.","@yoniceedee https://t.co/gs9XaCiaR7 has a teensy bit of info and a link to a thread that has a bit more info","As Apple continues to turn iOS devices into \"real\" computers it adds features like custom font installs but said fonts can have unique id's allowing anyone as evil as Google or Microsoft (et al) to track you. Pretty sure Apple is fully going to jump one rail fully in 2020.","@joshua_ulrich Def. #3's C++ class failed the students miserably b/c it was just fairly pathetic examples (I was able to see/hear the class b/c it was virtual) in-class and zero background on \"why\" for anything the \"expert\" teacher was showing.","Yay. The internet gets a few orders of magnitude more vulnerable in 2020 (no security updates for Python 2.x). #jobsecurity https://t.co/AJGGC7w2EY","@awpiii empty field in the NYT source data","It'd be great if I actually ran the ggplot spellchecker I wrote, wouldn't it?","Who's giving their team's Q3 executive readout in Belter Creole today with an Expanse-themed presentation complete with intro video? &amp;gt;this guy&amp;lt; (w/@dabdine &amp;amp; @TomSellers)","Final #rstats script and results (topic/time) for last night's debacle^H^H^Hte.\n\nI'll find the new, cleaned NYT JSON today and post a blog w/{ggchicklet} pkg data update this weekend.\n\nhttps://t.co/9OCX1NtLl2 https://t.co/3XLSg54Qkt","@_ColinFay {cloc} has cloc_pkg() &amp;amp; cloc_pkg_md() • https://t.co/Du19f2vrES","@johnlashlee oh, good heaven's no. in previous debates much of the control was in the hands of the moderators who were very slanted. also, lesser candidates who attacked popular ones gave up valuable time. this is really calculated theatre vs genuine debate.","Hey #rstats! If you're playing along at home with the September 2019 #DebateNight, you can re-execute this : https://t.co/fW5VcfNO57 : R code to get the live-tracking-by-topic w/ #ggplot2. Get {ggchicklet} at GH or any other major social coding service. https://t.co/W7szpXHSW0","Every single opening statement has been vapid, shallow, and cut/paste. 🍊 can't be defeated with CMD-X =&amp;gt; CMD-V.","@telford_kevin You'll reduce false positives by 50-90% depending on your current security solutions investments. Min 50% tho.","@maartenzam @lisacrost @zeto amen! can do all of that and way more with just a few keystrokes in the same interface with #rstats.","cyber folks: get your orgs to use this service. when you get pwnd and then say you don't use them I shall not grieve for you. https://t.co/SOLHefLw4x","@evalparse @yutannihilat_en There's tons of pre-built CRAN pkg binaries (regularly updated) for debian-capable binaries thx to the effort of some #rstats herows.","@Xanlythe Y'all can keep your half-baked surveillance sync service to the lesser operating systems, thank you. ;-p","@Garin_Pace Heh. I read the paper the other day and went \"man, what a train wreck\" in my head.","See how you can automate building and deploying models with R in the video of my talk A DevOps Process for Deploying R to Production, here: https://t.co/OjJlh8B1vJ #rstats","Well, @SlackHQ finally put some of those IPO billion$ to work, I see. Dark mode makes Slack 5% less horrible, now.","@kearneymw *hovers finger over \"Unfollow\"*","@ra6bit I think you already had a few of these but \"numpy\" is what you want","One the most well-written (if not the most well-written) story on ransomware and the MSP angle of recent ransomware attacks. 👍🏼@Renee_Dudley &amp;amp; @propublica //The New Target That Enables Ransomware Hackers to Paralyze Dozens of Towns and Businesses at Once https://t.co/Y70fzs1Jla https://t.co/HLg14oxpfH","If a network gets hit with #Ryuk or #LockerGoga, it’s the result of an active intrusion where the actor got Domain Admin, has stolen lots of valid credentials, and left behind multiple implants. If you don’t rotate all passwords and hunt all of the C2, they’ll come right back. https://t.co/2nx3X1Fxhz","I'm looking forward to the first round of DoH lawsuits. Where end-users gets popped or phished by a site that the IT team had blocked via RPZ but 🔥 🦊 thought they knew better.","@allanfriedman @xme There are far more \"regular users\" of FF than FF in corporate settings. The usurping of \"them\" by browsers b/c the browser maker \"knows better\" is a horrible state of affairs that's only going to get worse. Decent IT admins in orgs can block use of FF completely (and prbly shld).","The PR that allows orientation-specific geoms and stats to be used with both orientations (e.g. horizontal bar chart without using coord_flip() ) is almost ready. This is a pretty large change and I'd welcome any stress-testing you can throw at it #ggplot2 https://t.co/Rc7C3Z7m4H","@allanfriedman @xme Trusting Firefox to have consistent, non-intrusive, and non-\"we know better than you daft regular user or IT person\" behavior is like trusting that winter won't arrive in Maine this year.","Given the sorry state of IT in all orgs (but esp schools) it is not surprising at all that an org wld suffer a successful repeat ransomware attack. Tis likely headed to the \"new normal\" state. // Ransomware attack hits school district twice in 4 months https://t.co/9ZEf5nJcqv","*Brilliant* idea on one way thwart browsers like Firefox from usurping \"you\" (i.e. your DNS queries) by @xme. You should still setup your own DoH/DoT, tho. // Blocking Firefox DoH with Bind https://t.co/ahom825lVG","Yes, pls // Run a private DNS over HTTPS service · Fly https://t.co/VOkkt7IAj1","Didn't think I'd get back to it this 🚴🏻‍♂️ season but I'm now up to 17.5 (mph) thx to the skinny-legs dude who decided to pass me once during leg one tonight. O n c e. Def won't get back to 19 by trainer time but plan to by end of 2020 season. Still no [re-]injuries, too.","We'll al be shouting \"Doh!\" in 12-18mos when all the big unintended consequences start showing up en masse // Google Unveils DNS-over-HTTPS (DoH) Plan, Mozilla's Faces Criticism https://t.co/ifbl5gltTQ","Q: What circle does \"video editing\" fall into the Data Science venn diagram?","We've spotted a new #Magecart campaign that injects Magento sites with a #skimmer hosted on @pastebin.\n\n-&amp;gt; Injected code mimics Yourviews plugin (\"_yvsrc\")\n-&amp;gt; Skimmer loaded over 2K times\n\n- IOCs -\nSkimmer: pastebin[.]com/raw/RmAwMkAL\nExfiltration gate: magentoconnectors[.]com https://t.co/Y7CZQ6dgmj","Use #rstats {mactheknife} to get ahead of your impending install of macOS Catalina and check for app compatibility (get the property list from https://t.co/j327FtNqBD) https://t.co/lv7NEFoTBf","@awhstin @KaggleDatasets You rly are procrastinating today, eh? :-)","@Garin_Pace @WeldPond @vmyths All of y'all bubbling up said info into one, central report vs spread across dozens with varying taxonomies wld be gd too :-)","@ucfagls @polesasunder but I've tried to also stop using the $ crutch as much as possible, as well.","@ucfagls @polesasunder options(warnPartialMatchArgs = TRUE)","@WeldPond @Garin_Pace @vmyths That fact that I can't query a .gov resource for breach incidents like I can for NTSB incidents is a major fail and due, primarily, to said embarrassment/liability/reputation fears that empower the business lobby industrial complex to neuter Congresscritters.","I'm amused that I'm not allowed to see the contents of the offending item in question, tho. (it turned out to be something system-related and a \".defaults\" file, no less vs something I originated, which is totally not going to be disconcerting for average users). https://t.co/18HZd0Hxcd","macOS #Catalina update: if you do decide to try the latest beta or will be installing the GA version in October, be on the lookout for the \"Relocated Items\" folder it drops a shortcut to on the Desktop. NOTE: It overwrites any previous one that's there so def pay attention. https://t.co/S8KySsRX2Z","@WeldPond @Garin_Pace @vmyths Anyone can build, run, or install an email client/server + RFCs for protocols are decades old &amp;amp; made for simpler times.\n\nMuch more controlled, regularly updated, &amp;amp; smaller set of targets for 🛩 things.","@john__hendley @Garin_Pace Don't tell @PogoWasRight! :-)","I normally try not to destroy anything (even an 🐜) but the 🦗 I *finally* uncovered (it's been eluding me for many days) got the full-on Dalek treatment for its multi-day attempt to drive me batty (sound is a major distraction for me &amp;amp; I swear it followed me around).","I actually 🙂 every time I read in metadata stored in gsheets with @JennyBryan's #rstats {googlesheets} to enrich study results b/c it *always* \"just works\" &amp;amp; is super fast + allows non-coders/db experts to provide metadata updates to me. Have wrapper ƒ()s for each use-case.","Kinda impressed with @nextdnsio's use of a fairly unused feature of macOS in conjunction with a small, status menu app to provide user-friendly access to DoH/DoT (that also enables quick disabling of it when the need arises).","@nextdnsio any chance you could open source your macOS client for PRs (or at least setup an issues page somewhere for it for feature requests)?","Slides of my #tpdl2019 presentation on Memento Tracer evaluation are available at:\nhttps://t.co/GbLaRfKDeV\nPre-print:\nhttps://t.co/PQeubskZON\nProceedings:\nhttps://t.co/YqS30ivjf3\n@hariharshankar Luda Balakireva @hvdsomp","@jleyden @Scott_Helme Paying for certs is insane. There's zero value in it thanks to the do-gooders.","Introducing {minicss} 📦 for creating CSS styles and stylesheets within #RStats\n\nGithub: https://t.co/Tm3Lc90oi2\nPkgdown: https://t.co/orghTG6BKZ\nBlog: https://t.co/qKUY0gUWLX https://t.co/99lur5uHEw","Thread 👇 https://t.co/ev8D3bHicj","https://t.co/xR8DcPwp8l cc: @kearneymw","@Voovarb but it's pretty much just this https://t.co/vOFjQUu6Ss","@Voovarb (ye can now if ye presseth the btn :-)\n\nalso: how was i not gitstalking you? that has been rectified.","@polesasunder (ssshhhhh!! you'll get the attention of the insane tidyverse and data.table zealots and it'll just go downhill quickly!)","@luca @kearneymw This was more of a \"I know @kearneymw's {rtweet} can get all that data (ref: https://t.co/y7BxaYdsSv) and that {flexdashboard} can get a similar view for folks who know R\" thing than anything else :-)\n\nOnce the tweets are in a data frame anything is possible.","@luca @kearneymw That's a great feature! The #rstats copy is def not intended to replace. https://t.co/1VN3DPrFsh is a better version (https://t.co/bu1Qe1NvHQ for the R now enhanced markdown source). Cld def get cross-filter working tho with a bit of htmlwidget-ing.","Also, {widgetcard} still seems to work pretty well!","Hit up https://t.co/fPAezDCZOn for the sweet, sweet #rstats htmlwidget.","~2hrs ago @jdatap starred a JS lib repo that makes horizon charts &amp;amp; it's now a new {horizon} pkg by him O_o #rstats https://t.co/jQYwUMPhsU","Exim RCE Vulnerability (CVE-2019-15846): What You Need to Know https://t.co/DfX8rZWB4M https://t.co/wzshuCkKLp","@Niels_Bremen @kearneymw @luca Tis an awesome app! Esp for folks who don't or can't run R or Python.","@kearneymw Man, £15.00 a month or this for free? \n\nhttps://t.co/8OSabL9eov https://t.co/MCjwmanagU","@aprilwright That was awesome.","@sjmgarnier @randal_olson https://t.co/PMsWGABxoF","@kearneymw https://t.co/r60gy2v2vY !!","@sjmgarnier @randal_olson it's a terrible ruling","my new zine \"HTTP: Learn your browser's language!\" is out! you can get it here: https://t.co/wV6hyxTtol https://t.co/OLtB6WtZDC","Neat! The Rockford Public Schools ransomware thing I tweeted last night took down their VoIP infrastructure, too.\n\nVirtually every SMB &amp;amp; enterprise puts VoIP on the same VLAN as the rest of the network due to shortsightedness &amp;amp; being cheap. \n\nIT reaps what it sows.","@Garin_Pace @beauwoods @iblametom I'm not saying the \"use CFAA as a hammer\" approach was warranted. i'm suggesting the decision was short-sighted. Nobody cares abt unintended consequences b/c they're caught up in what they \"know\" is The Right Thing. It's rampant in sec+tech and I'm fed up with it.","@beauwoods @Garin_Pace @iblametom yeah. i know. i kinda even went there.","Future of #routing security is #RPKI and #ROA validation @anurag_bhatia at #apnic48. #rpkilove https://t.co/Z5iG3wlDEj","Apple's recent pull-back on hardening requirements for notarization until 2020 means you won't have as much pain as expected if you jump to Catalina day 1, but it won't be a pain-free experience.","Some of this lack of dialog fatigue is due to giving things like scripting languages \"Full Disk Access\" to avoid such prompts (which somewhat defeats the purpose of the security control).\n\nI've also used the \"ssh loophole\" quite a bit to avoid prompts.","Speaking of Apple. We're @ Vista^wCatalina beta 7 &amp;amp; it's been quite a while since I've had to click on a dialog to allow permissions (I don't install many new non-command-line things regularly tho).","FWIW there's zero proof this happened. https://t.co/Kgy9yAd8dI","@Garin_Pace @beauwoods @iblametom You think breaches are bad now? Just wait.","@Garin_Pace @beauwoods @iblametom Without the potential of swift, painful, &amp;amp; costly justice hanging over the heads of malicious or just lazy/clueless scrapers we're going to have a closed internet.\n\nAnd, I'm totally sure all of these new reg-walls will have properly secured databases and bulletproof APIs.","@Garin_Pace @beauwoods @iblametom Granted, as someone who has had his book stolen on bittorrent 10x+ more than it's been purchased I'm a bit more sensitive to copyright issues than others. Copyright laws are, however, fundamentally broken (at least in the U.S.) &amp;amp; lawyers make way too much $ off of it.","@Garin_Pace @beauwoods @iblametom I think some elements of scraping absolutely have ties to CFAA. e.g. use of a script to bust through Cloudflare-esque javascript solvers or Google's reCAPTCHA to get to content (this is used extensively these days since like half the commercial info internet is behind CF or GA)","For all my negative tweets on Apple these days, I wish they'd setup a DoH &amp;amp; DoT service. Though, how much they really care about the security-side of privacy is seriously in question these days.","Avoid OpenDNS &amp;amp; Dyn as they are both now owned by legacy tech megacorps who have product &amp;amp; service teams who don't value your privacy or security at all. (Cisco's security researchers &amp;amp; responders are awesome; OpenDNS is a product so be wary.)","@Quad9DNS is — from my year+ of using it — a solid DoH alternative https://t.co/iph92pn3WU\n\nI'm also giving @nextdnsio an extended try to see if I can recommend them as an alternative (tons of features &amp;amp; control).\n\nYou can use a home Pi-Hole, too: https://t.co/Yz82Kyd9ii","+💯 #OpenBSD\n\nIf you use Firefox (Chrome isn't far behind on this) setup your own DoH &amp;amp; check hourly to make sure the browser isn't re-shunting your DNS to Cloudflare.\n\nDoH/DoT are great (when used properly).\n\nLetting a browser-maker decide who gets to own \"you\" isn't so great. https://t.co/ggEMEsVfwt","Not that anyone shld use Rasmussen as their sole (or, even, legit) guidepost, but if folks are relishing the \"news\" reports abt 🍊's abysmal approval ratings, O was re-elected to a 2nd term w/an equally bad (slightly worse, actually) rating @ this same pt in his administration. https://t.co/ZO0ddGpbkg","@beauwoods @iblametom Stealing of data folks legitimately worked hard to create and curate isn’t cool. It’s also going to have scads I’d unintended consequences. It’s a terrible ruling.","@idavehy Man I miss ya Dave. :-)","Yet-another school district who now has \"Ransomware Days\" as opposed to \"Snow Days\". All U.S. K-12 schools shld likely plan for Ransomware Days in the schedule. Cyber Wx? // RPS 205: Ransomware caused outages, could last days https://t.co/zkkmvI28gP","@USSJoin @troutman FWIW results of self-selected internet (esp Twitter) surveys have virtually no scientific benefit whatsoever. Please do not claim anything definitive in your presentation or you're just causing more harm.","Hi! I’m trying to collect some data for a presentation. Please reply to this post with\n* Do you work in InfoSec (any part); and\n* What’s the short or long-term threat that you think InfoSec most needs to focus on?\n\nPlease RT if you’d be so kind (so this can get out of sec too).","Seriously reasonable pricing for a magical product/service that helps you find and eliminate bad things on your network w/almost no effort. As soon as I can press \"buy\" I'm subscribing just for my abode. https://t.co/4aQr11kvlQ","The BlueKeep PR got all the attention, but we *actually shipped* 8 new modules last week, including five Cisco exploits and a couple of dope-ass (technical term) privescs. Check 'em out! https://t.co/2Pun6v81Ek","@MlleLicious My \"delivering a freshly dry cleaned suit to a sophomore in college 3 hours away\" is def not in the \"fun people\" category :-)","Live tomorrow (September 10 at 2 p.m. EST) I am participating in a livecast panel discussion about the state of #housing affordability \n \nRegister here: https://t.co/8KQ3L6lVUV https://t.co/AEOlNhsguk","@beauwoods @iblametom You mean \"a shame\".","We're going to lose tons of google-able content thanks to the Court's short-sightedness. We're going to see honestly- &amp;amp; hard-work crafted IP stolen on a grand scale by the worst of the worst. The only ones who win by this ruling are thieves.","If this continues up the court chain and is ultimately upheld it signifies a massive change in what's permissible web-scraping wise in the U.S. Expect most sites with intellectual property to setup a mandatory reg-wall. https://t.co/mctUdtKdY7","Wow. Valerie Plame just launched her bid for Congress with the best ad of all time that could also be a trailer for a fun spy movie. https://t.co/OGCDDhcXwP","@yoniceedee O_O","@sawaba *wonders how Adrian guessed his gmail password*","🚨If you filed a 💵claim do NOT ignore the 📧 you just got from the sleazy @equifax folks. Fill it out &amp;amp; put in your current credit monitoring svc (incl if your 🏦/💳 provides it) // Equifax claims admin says victims must provide more info to claim 💰 https://t.co/l3acO8zitV","@SashaRomanosky *shell* white\n\n*network* gray\n\nneeds more metasploit green IMO https://t.co/HblWMEDf9C","Received a notification under iOS 13.1 beta that one of the \"brick and mortar store\" apps wants bluetooth access. I'm thinking \"no\".","@maartenzam w/o connecting lines the dot + rect has a candlestick chart feel to it (that's not a bad thing, just noting that finance folk might initially interpret it that way). I think the line or lack thereof may be more dependent on story being told vs aesthetics.","Lazy developers &amp;amp; irresponsible service providers continue to spread cyber toxic waste across the internet // Telnet backdoor vulnerabilities impact over a million IoT radio devices | ZDNet https://t.co/z8YVjYdvZv https://t.co/z6jGiAwKOI","We're seeing a steady rise in the number of DNS -over-TLS (DoT) servers — mostly smaller deployments — since we started measuring in January. DNS-over-HTTPS (DoH) is more insidious since it's \"just\" HTTPS &amp;amp; — as a result — a tad harder to measure (will be trying to, tho). https://t.co/rdcS14sp0v","@InternMike and that's def in my bailiwick, too (I kinda stretched it with the DMCA post, too…bending rules FTW)","🚨#DevOps and #datasci teams who use CirclCI *need* be extra careful not to fall for more targeted phishing attacks as a result of this breach revelation // CirclCI data breach exposed customer GitHub and Bitbucket logins https://t.co/4QpxHDQK8n","@jessachandler Arrrrr! 'tis an EPIC idea. Thank ye!","Um…I am kinda fresh out of ideas for my annual #rstats Pirate Day (Sept 19) post. I've covered pirated movies, modern (nautical) piracy databases, DMCA violations and more. Not sure what's left. Ideas, anyone?","Doesn’t get better than Fall in Maine https://t.co/HlPbJfntYL","This is horrible. You should not trust Cloudflare. If you use Firefox, use Quad9 (9.9.9.9) or setup your own (it's easy and I'll, now, have to blog this).\n\nFirefox/Netscape is 100% in the \"evil\" category, now. https://t.co/JvtLkJc5cH","@lenkiefer TIL: there are banana slicers other than a plain ol' knife. I am, however, not a better human b/c of this knowledge.","I am far too upset abt the fact that Holden either lied to Chrisjen Avasarala abt the lack fo tea on the Rocinante or the authors glossed over that detail (Naomi prefers tea so there's always tea) just to have Avasarala drink coffee. (sad, TV show-only viewers can ignore this).","Available to an #rstats near you, too! {emailrep} https://t.co/AaSp8ALXtA https://t.co/UFzJijuVK2","iTrustSO: An Intelligent System for Automatic Detection of Insecure Code Snippets in Stack Overflow\nhttps://t.co/XrrvBmFUO5 https://t.co/jEulu8IufB","@opencpu @MacHomebrew The \"gotcha\" with putting things like \"python\" or \"R\" into Full Disk Access and network to/from Sec&amp;amp;Priv settings means malware can gleefully use them. It's the main reason Apple is removing scripting binaries from the next macOS release.","@opencpu @MacHomebrew The \"ssh bypass\" still works, too. Apple is def trending to remove the ability to use macOS like traditional Linux. I hope it doesn't get there b/c Windows is horrible and there is no decent desktop UX for Linux.","@opencpu @MacHomebrew Aye. It doesn't, really. Apart from some Apple crypto framework nonsense that's impacted a few formulae I've been using homebrew since beta 1 just fine. You'll have to give some binaries Full Disk Access and allow network in/out manually to avoid popups.","TBH Notarization is/was a great deal of security hand waving. Everyone will click 'allow' on all the permissions dialogs just to \"get things done\". More app impedance == users will just migrate to web apps where there's centralization of vulnerabilities.","This macOS Apple \"security\" snafu got lost in the reactions to the joke of a response Apple made about the iOS watering hole security debacle.\n\nApple's new motto shld be: \n\n Security: LOL!\n\nTLDR: Be wary of anything you install for macOS (just like you shld be for Windows) https://t.co/KDzaEbuOrx","So, I've just updated and transferred the #rstats wrapper package to #cesiumjs to https://t.co/Po2idVKSVf\nIt's very early days and things will change, but you can have a look at https://t.co/hrmKl8fWre to try with your own data.\n@mdsumner @robinlovelace @edzerpebesma @alandipert https://t.co/bVP1Eq7E8w","@MilesMcBain I read it last night and I also felt proud for #rstats bring the only domain language in top 5 - and the narrative supports it. Goes to show: know thy language and screw the rankings 😜","Update from NOAA: It was good. https://t.co/0ZcuXomOEQ","After over a year in the works, the new #rstats logo for #rcpp is live! Time to go \"up to eleven\" https://t.co/mByG6i0uD2\n\n/ cc @eddelbuettel https://t.co/NYxRWA1smb","@thomasp85 It's a gorgeous language. I can finally see what the intent was back when it was first introduced (I've looked at it every major version release and 5.x has me sold on it esp as a systems programming lang)","@thomasp85 Will allow folks to use r from swift on macOS or Linux. Not sure abt windows but I also rly don’t care abt windows 😎","@thomasp85 Swift bindings for R","Along with managing connections to remote RStudio Server sessions the next iteration of RSwitch will also have the option to enable notifications when new versions of RStudio dailies are posted. https://t.co/PpxGr06Vyu","Well on the way to SwiftR already… https://t.co/jUr6Xm2qgW","@racheleadam If I'm wearing'em you shld be too :-)","Back in my day we just had Snow Days to close school. Now we have Ransomware Days. // Ransomware attack closes Flagstaff schools for second day https://t.co/6A34df62lW","One more reason to never just let Excel open a CSV file without you first defining the column structure and giving the data a solid look-over // Data Extraction to Command Execution CSV Injection https://t.co/IHCVpFbJpK","Firefox users *need* to regularly check to make sure Mozilla doesn't just shunt all your DNS to Cloudlfare (you have no good reason to trust Clouflare w/your DNS queries). // Mozilla to gradually enable DNS-over-HTTPS for Firefox US users later this month https://t.co/cGf5mKdBqQ","If you run Exim (or are unfortunate enough to be using cPanel in general where Exim is usually found) you'd better patch ASAP. Remote RCE as root. Seems trivial to exploit, too. (at least this is one time AWS is not in top 10?)\nhttps://t.co/fgSNckhp84 https://t.co/WxITSDfYSI https://t.co/5lcmdZMLr3","Just learned that Columbo is free on IMDb streaming.\n\nYou all will likely never see me again. #justonemorething","@SteveBellovin @mattblaze @matthew_d_green @Hewlett_Found @beauwoods @allanfriedman 👀 https://t.co/VXTWWpf9gr","I used to recommend folks get an iOS device to be more reasonably secure as they access the inane web content that they seem to desire so much. Now, I highly suggest procuring one of these and forego all other forms of digital communication. https://t.co/mmQ457kj5O","@lenkiefer I see we went with:\n\nscale_fill_pumpkin_spice() +\nscale_colour_pumpkin_spice() +\ntheme_pumpkin_spice()\n\nfor the fall? :-)","@Xanlythe actually, you need to start with a question that deserves answering. otherwise, there's little point in data or anything else 😎","@jimmyczech Can kinda already do that https://t.co/I6aW7yfA3e :-)\n\nAny iOS-R will be somewhat as limited as https://t.co/wvlidh4DcX in that any pkg requiring compilation will need iOS compatible libraries/toolchains.","I'd be attending this if I were @ @derbycon https://t.co/b20pUTg5hH","I cannot believe how straightforward this was to do in Swift. It pretty much just required a https://t.co/LXVy00tAgT file. This is going to be fun once I'm done with this head+chest cold. https://t.co/7bI9O9nfdF","friendly reminder that rstudio conf talk submissions close tomorrow! if you're a procrastinator like me, there's still time! 💅👩‍💻 https://t.co/jBdJ0d801u","Today we released a community-developed exploit module PR for #BlueKeep (CVE-2019-0708). We expect to continue refining the exploit over time in collaboration with contributors. Some important notes on exploitation and detection from @busterbcook: https://t.co/1y4TodHDc0 https://t.co/lDToXIw92Y","*crosses 'got quoted in Engadget' off bucket list* ¹\n\n¹(that might not have been on the actual bucket list²)\n²(hrbrmstr does not have an actual bucket list) https://t.co/Ae4VJi3VQQ","RDP hijacking — how to hijack RDS and RemoteApp sessions transparently to move through an organisation\n\n#infosec #pentest #redteam \nhttps://t.co/eeJ2nl1OQc","Man, the road to Vista-ville just keeps getting wider for Catalina. If you install an app that requires a kext or are just installing a kext macOS Vista^wCatalina now *requires* a reboot to load+enable said kext.\n\nDear Apple: the 90's called and wants their OS stack back.","This is a hybrid between an beeswarm and a parallel coordinates plot, and I think it is excellent https://t.co/ReZ1t76QEV\nBy Gerardo Furtado https://t.co/AvP3cSt21G","Today’s scant productivity has been brought to you by last night’s NyQuil.","@ra6bit @amazon I've been waiting 2 days to get a notice something already arrived :-)","@yanlesin Yes! Yes, I do!","@J4vv4D Same thing finance folks wld say: risk management. Orgs screwed up traditional fin-based risk mgmt for decades and they've repeated the same mistakes w/cyber (by not equivocating said area to fin risk). We've got nothing new here. They're just screwing up again in a diff area.","Turns out this beer is an amazing chocolate-ish stout. (I just got it b/c of the name initially)","Garmin is evil. Pure evil. https://t.co/XdkeUfCboy https://t.co/uYcVHdEAbt","RSwitch users… wld an RStudio Server session manager/switcher [WIP] (something like the attached gif) be useful? https://t.co/zq5eylnme9","My alternate middle name is now \"Radar\"","It's near crunch GA time for macOS Vista^wCatalina and when I just switched to Desktop #4 (which has a single color background) the *beta 7* OS couldn't even get this one, super-basic thing right. #catalinapocalypse https://t.co/QYy34FjLof","New official company motto at GreyNoise:\n\n\"We Do Literally One Thing And We Do It Better Than Anyone Else And It Absolutely Will Not Make All Of Your Cyber Security Problems Go Away But It Will Absolutely Solve This Particular Unsolved Problem Thanks\"","Seemed like an appropriate beverage for a data scientist https://t.co/u3Bvv66dMi","@DataRenee @dataandme he just started this wk so we shld have some any day now :-)","@pachamaltese @ignxcio iOS 13 isn't too bad (I've got all the betas loaded on everything now). macOS 10.15 is the scary one. I'd still hold of on iOS 13 since Apple's already given devs 13.1 beta 1 (so 13 has bugs)","For those following along with my macOS Vista^wCatalina blatherings, the latest Keybase update reinstates the mounted /Volumes/Keybase filesystem!","Amazon AWS had a power failure, their backup generators failed, which killed their EBS serversl, which took all of our data with it. Then it took them four days to figure this out and tell us about it.\n\nReminder: The cloud is just a computer in Reston with a bad power supply.","@0xbaddeer def (sadly)","@0xbaddeer for #2 and #3 it was a thing since freshman year of HS","Looks like @Boingo is down taking down tons of colleges. Seems they are unable to even answer their phones. Looking at older outages it seems that many *US military bases* are using them for barracks/dorms.\n\nhttps://t.co/CdpiE1esH7 https://t.co/2731WBokn4","@TaylorGogan @SvenAT @rstatstweet any way to make the data available (gdrive, dropbox, github, etc)?","All software signed after a June 1st, 2019 must still be notarized, by default, on macOS Catalina, but some of the requirements to get an “Accepted” response have been loosened until Jan 2020 (when I get back from Japan). 1/n\nhttps://t.co/7WfkkMvfyd https://t.co/ziC4Fz3Yn4","Want to dive deep on how a package works? Here's how to find and read the source code: https://t.co/FPNGX38TmW #rstats","@espinielli indeed!","We…we literally have a horribad USB-C situation (many implementations are bad + licensing is still high) so it totally makes sense to introduce this spec now // USB4™ Specification | USB-IF https://t.co/69MYKTd9rF","@dataandme @Balgan (this was literally haunting me…like a seekrit code I knew not of)","@dataandme @Balgan Advocate! A D V O C A T E ! I FIGURED IT OUT. The 🥑 == Aḍv0Cátě! #slowontheuptakesometimes","Great q's on the Getting the Knack of @MITREattack™ SANS webcast today. I'm def more hopeful for the future of cybersecurity in org DFIR teams!","Did not even know this other #rstats {waffle} pkg existed! Open source data science == lots of room for variations &amp;amp; creativity. Go forth and experiment/ship! // liamgilbey/ggwaffle https://t.co/helcdaDKC8","Well, now. You know macOS Vista^wCatalina must be getting closer to GA when webinar software works without fail and has full access to everything it needs to enable video blathering.","@island_wake @SteveD3 @todb @TomSellers ^^","This is hands-down the absolute easiest and most accurate way to know what's on your network. Some of Rumble's powers are borderline magic. I've caught (and decommissioned) super naughty IoT kit with it. https://t.co/kjXxahg4l4","Hey! The team did Another Thing! One weird finding: seriously significant proliferation of invalid DMARC records in Nikkei 225 industries. Lots more to digest, too. // Examining the Security Posture of the Orgs in Japan's Nikkei 225 Index https://t.co/LY8VfKQbyP","@RoninDey @IISResetMe 'Murican, even :-)","@RoninDey @IISResetMe I am super envious of those seriously real, proper 🍅 slices. Murian farmers bred the colour and taste right out of ours.","@GossiTheDog @MlleLicious O_O","@MlleLicious We train to click through arcane vendor GUIs that cause lights on 1 rack unit high boxes to blink to make management think \"security\" is happening :-)","@MlleLicious @GossiTheDog Wait. Buying Twitter/etc followers is still A Thing?","\"Just patch.\"\n\n\"Just use 2FA.\"\n\n\"Just implement DMARC.\"\n\nIMO ISC² shld take half a continuing ed certification credit away each time one of their cabal uses the word \"just\". https://t.co/c1FAQC9aHz","If you're a macOS #rstats user and prefer the old-school window+table RSwitch, Simon kindly gave me the subversion repo link &amp;amp; I updated some Xcode project &amp;amp; ObjC code bits. You can grab the modified source from https://t.co/BQLJYmq9Fx &amp;amp; build a 64-bit version of it locally. https://t.co/3SGS0GaT6g","RSwitch 1.4.2 also adds a few more web resources incl. Bioconductor, @ropensci's Discuss, https://t.co/gWtoAfiFgp and https://t.co/0Wx7NluPKt. Trying not to over-populate these \"bookmarks\" but if I've missed any super helpful ones def file issues for those as well. https://t.co/5KyzBmPzQ0","RSwitch 1.4.2 is getting a dedicated sub-menu for full HTML online free #rstats R books (along w/direct link to locally installed R manuals). If I missed one you wrote or wld like added here's the current list: https://t.co/6ic0RVUfsN. File issues where you like with additions. https://t.co/vuRTLbLjjn","@MlleLicious @sainsburys @Apple Happens all. the. time. here in rural Maine. Many checkout clerks are like \"What just happened?\"","@Random_Robbie Rscript -e 'openssl::download_ssl_cert(\"2607:f8b0:4006:81a::200e\")[[1]][[\"subject\"]]'","@zero_B_S @Balgan @RolandBerger A few of the reverse DNS names are orgs who are renting out some of their IP space to hosting providers/ISPs/etc without giving up ownership (skeezy practice IMO) so despite it hitting their cyberinsurance reputation they likely do not care.","If you work at Accenture maybe u wanna take a look at this ? https://t.co/3bzjMC59OH","@benrothke @BaltCityHall I worry that this is just another Atlanta-esque boondoggle to get pet-projects funded (with no advancements in cybersecurity) that just fill the coffers of consulting orgs associated with city IT management.","$6 million from a fund for parks and public facilities now goes to deal with the aftermath of Baltimore IT incompetence // Baltimore Ransomware Attack Recovery Update - MSSP Alert https://t.co/o2ZzZnBtBb","Same. https://t.co/aZPl7tqj4E","@HeartlandHPY Y'all shld read their ToS. It's insane. You agree to let them come to your house on any weekend and throw a party, wreck the joint and then leave. Oh, and you pay for the party supplies. (srsly they make you agree to no recompense for anything even if it's their fault)","Seriously, @HeartlandHPY? Seriously?! Y'all are already thieves (fees are outrageous esp for families at the margin) &amp;amp; now you just force folks to be content to be taken advantage of by you w/o recourse?\n\nMight be time for another breach (I doubt you fixed anything back in 2015). https://t.co/3T6l10K7SK","@pjs_228 👍. I managed to make the basic .build.yml generated with sourcehut::use_builds() a fair bit more diminutive &amp;amp; built out the API coverage a tad as well. Tested it with a nigh zero-deps pkg &amp;amp; one that has basic compilation needs. More coming this wk++.\n\nhttps://t.co/7fmdNvrSIF","W00t! Got SourceHut's \"builds\" CI setup to build an R pkg!\n\nNow to optimize the .build.yml (mostly to encapsulate some bits into a script), get it on par with the R Travis build plan. \n\nNascent {sourcehut} pkg: https://t.co/7fmdNvrSIF \n\nExample build: https://t.co/4wAlP4pVhu","Usage Share of Internet Browsers 1996 - 2019 (via @reddit https://t.co/D8MD1oQJuu) https://t.co/E8cZAAPjFs","🎉🎉🎉 I am beyond excited to finally release ggraph v2, a major upgrade that has been in the works for years. If you are into #dataviz and network analysis, this is for you! #rstats https://t.co/CaiBqHLTfH","Outstanding #rstats work by @katiejolly6. If you're on bleeding edge Chrome it's worth the effort to re-load in Safari to be able to see the visualizations (SSL errors on beta/dev Chrome) // NYT-style urban heat island maps · katie jolly https://t.co/yoAiG3rE8T https://t.co/kiGe9OQu8T","modifying R to compile with wasm\n // iodide-project/r-wasm https://t.co/848uuaaPpQ https://t.co/bpDJxBfgKd","Eight days of Dorian: from minimal tropical storm to today's category 5 monster https://t.co/5mmDgeGmqF","#fall #maine https://t.co/ckLmw4hKGb","@tcarpenter216 Crazy talk. You can def keep your vector-to-procedural hacks and forced indentation all you like. I'll take functional expressiveness any day.","Wow https://t.co/scEfgzLLOi","Whoa. Some further integration of the Apple Watch with macOS between Catalina &amp;amp; watchOS 6. Besides unlocking the system you can also authorize actions for some prompts that require interaction via the watch instead of interacting directly with the dialog.","For the ones that are notarized, here's the breakdown of the app source (pretty sure \"Notarized Developer ID\" is a \"thing\" based on when the certificate was generated more than anything else). https://t.co/lyRg9CWPeB","~25% still aren't notarized incl. https://t.co/sG1S9H1Hz5\n\n_Most_ of the non-notarized ones aren't vital apps for me &amp;amp; I'm kinda glad I went through this b/c I need to delete a few things I'm never going to use again.\n\nRemember: every installed app increases your attack surface.","Thanks to a spiffy question by @thomasp85 yesterday, I added the ability to check notarization status of a macOS app to #rstats {mactheknife} and ran it on my /Applications directory. \n\nThe notarization check should work on Mojave++ https://t.co/et8zCzlOSU","TLDR: notarization, smarter R frameworks version detection, moar bookmarks // RSwitch 1.4.1 Released https://t.co/vTG3NyTA7i #rstats https://t.co/Ak0Q3zgHf7","@pjs_228 and I'm pretty sure that I and Simon (et al) differ on that opinion. I'll at least ensure the implementation of how it determines the R version and framework path aligns more closely with how it does it.","@pjs_228 turns out there was one response. it seems nobody rly cares abt the macOS for R Developer's page b/c links that shld be there to key subversion repos aren't. \n\nI may try to get this into there but I also have this \"I refuse to support running RSwitch on insecure macOS versions\"…","@yanlesin @_R_Foundation It's open source, just kinda hidden https://t.co/x3XQNiSvL9 #doh","@corq Stay safe!","Here's an important magic number for Twitter analysis I just calculated:\nIn a Twitter thread with NZ &amp;amp; non-NZ accounts, if you check the proportion of all tweets ever posted by an account between 1am and 5am NZ time, NZ accounts are almost certainly less than or equal to 0.07 ... https://t.co/qJosQIKqKo","I going to expressly tag @kearneymw and @keith_ng and @vizowl as they might want to know this from an #rstats analysis perspective, and I’ll also tag @hrbrmstr because the summary number came from clarifying an internet defence/ influence campaign situation","Doing #2's bday dinner a few days early (tdy) b/c of fam &amp;amp; school schedules. Fresh Maine 🌽 Thai 🌽 fritters, Tom Kha 🐓 and Thai red curry with 3 mi away 🥩 &amp;amp; peppers with a dark chocolate brownie 🎂.","@yanlesin @mrshrbrmstr I brought that same thing up at rstudioconf::201? while they were on stage and they kinda told me I was crazy. It's a terrible experience. For me it's 100% useless. Gimme an app :-)\n\nBut, I'm just a crazy dude and they're a giant company who knows better.","@yanlesin @_R_Foundation @rstudio @mrshrbrmstr (I do have an iPad Mini, but it's 100% dedicated to reading — 💙 the form factor for that — so me trying to test it wld just be painful, tho I may try that screen extender capability tomorrow.)","@ClausWilke @thomasp85 Oh, it's abt to get 10x worse. Mebbe 20x.","@yanlesin @_R_Foundation @rstudio @mrshrbrmstr And, it'll just be old timers like me who prefer desktops and keyboards and mice and multiple giant glowing rectangles who will continue to use it.","@yanlesin @_R_Foundation @rstudio @mrshrbrmstr If the \"R experience\" is still as horrible as it is (I can't stand RStudio Server on an iPad via Safari in the present state) and no other RStudio-like iPadOS comes out that lets folks work on a remote R session with a native GUI experience, R is dead to that next gen.","@yanlesin @_R_Foundation @rstudio I'm going to ask @mrshrbrmstr to try out RStudio Server via iPadOS Safari (once I can convince her to load iPadOS :-) since we're supposed to be able to use a mouse with it now. If so, R has a chance to stay relevant to the next gen of students.","@yanlesin @_R_Foundation So, honestly, I would not expect there to be an \"official\" R on iOS/iPadOS kinda ever.\n\nI would really like to see an @RStudio-like app (I say -like b/c they have emphatically told me \"no!\" :-) on iPadOS (I care not abt tiny glowing rectangles) that connects back to an R server.","@yanlesin @_R_Foundation There's no way to get clang or gcc toolchains legitimately installed on iOS/iPadOS so that will break most modern source installs.\n\nI can do a check but I'd bet &amp;gt;½ the pkgs requiring compilation that are currently on CRAN won't work at all on iOS/iPadOS.","@yanlesin I'd also see the absolute need for an R GUI-like counterpart on iOS/iPadOS, and since that's not open source (if it is, someone pls let me know where) I have no idea how they are going to get cycles to develop it. Perhaps @_R_Foundation?","@yanlesin There wld def need to be changes to the R binary and libraries that get installed (signing at a minimum + likely the need for entitlements).","@yanlesin I have no comms with R Core outside of Twitter and mailing lists so this is just me babbling, but there would need to be a whole new platform for pre-built binaries from CRAN for iOS/iPadOS. That would mean R Core and CRAN tooling to support that.","@yanlesin I 💙 the precision in the language used in that tweet b/c it signals you're aware of https://t.co/I6aW7yxaUM :-)\n\nThere are some definitely \"show stoppers\" for getting R to be a first class citizen on iOS/iPadOS.","@thomasp85 And, even the big players like Microsoft are still having issues with their codebases. I'm on the bleeding edge of Office betas and all those apps crash all the time (lost work twice, too).","@thomasp85 I'm pretty sure major players (Adobe, Microsoft, etc) and the apostolic Mac-only devs will, but the automation for notarization is not bulletproof yet and adds quite literal minutes to the workflow (I'm still using the GUI method for RSwitch b/c of how arcane it is).","@thomasp85 I also had a weird issue trying to un-xip (that's Apple's weird zip-with-integrity archive fmt) Xcode 11 beta 7 on an external SSD. I filed a Radar abt it but it's clear that Catalina is def not as fully baked now as others have been at this stage.","@thomasp85 *Nobody* should update/upgrade (it feels wrong to call this an upgrade) until the Homebrew team gives the all-clear signal. This is especially true for the R &amp;amp; Python communities.","@thomasp85 I'd actually recommend — for the first week or two after update — that folks open System Preferences and keep it up in a Space or screen with the Security &amp;amp; Privacy pane active and on the Privacy tab. You're going to be spending alot of time there.","@thomasp85 Yes, but signed apps that aren't notarized now have the same thing, only after a very threatening, scary dialog about malware.","@thomasp85 Every local web (or any, rly) server that gets started is going to ask for permission to run. That's usually something from Python or R or whatev and the solution to preempt that is to make your system woefully insecure by putting those scripting binaries into \"Full Disk Access\"","@thomasp85 Every new app you load will also have this and you're going to find yourself right-clicking app icons and using the \"open\" in the dialog you'll get after clicking open on the context menu b/c of lack of notarization. Non-notarized apps won't run if you don't do it that way.","@thomasp85 You're going to see many, many notifications in Notification Center pop up after you install it for every permission in every already installed app you fire up that either deliberately registers or uses (like the ability to use Notification Center … which is kind of ironic :-)","You're all going to absolutely loathe the slight delay on file dialogs. Apple does some funky virtual filesystem sandboxing/checks and every app — incl Apple apps — have delays in these dialogs.","Oh, and Apple ecosystem folks like me are rly going to 💙 the demise of iTunes and just how saner dealing with media and devices the new apps &amp;amp; Finder integration provide.","Homebrew Python on Catalina is still in a sorry state as of earlier this week. \n\nKeybase file system bits are still borked but they've noted a fix is soon to be GA.","I haven't tried downloading the *latest* Docker but as of beta 7 the one I had installed won't \"just run\" (needs right click+open) due to no notarization. Parallels is working fine (I dumped Fusion a while back) as is the Parallels plugin for Vagrant.","In other news, I've gone \"all in\" on the *OS betas. Just waiting for the final few bytes of the watchOS to finish downloading. If you are curious abt anything (i.e. \"does xyz\" work on iOS/iPadOS/etc?) feel free to ask.\n\nFWIW macOS Vista^wCatalina beta 7 is super stable.","#rstats - New post on \"how I created a twitter bot 🤖 on a Raspberry Pi 3 using R\" for #rspatial🗺️: https://t.co/Qz5RpSUylW I also started {tweetrbot}📦: https://t.co/KqLXryh0eh \nI thank @MarionLouveaux for her part in this fun project and @talk_rspatial the newborn 🤖! https://t.co/5Cn1A1GMQT","You might have heard that we released {mlr3} in July 2019 on CRAN. We also gave a talk on it at #useR2019, which you can find here:\n\nhttps://t.co/qYz961kRzK\n\n#rstats #mlr3","Back in July when I re-started 🚴🏼‍♂️ my 😕 avg speed on lap 1 (first 5mi) of my primary course was 15.8mph and overall avg speed was 15.2. Today lap 1 was 18mph and overall was avg was 17. Still off from my best but gosh I missed this. Still haven't re-injured anything either.","@gdbassett @ProjectJupyter I've never been a fan of Conda. Pimped Canopy in the book for that very reason. I'd be wary of not using official R binaries (and I _kinda_ know just a bit abt how all the things related to R work _just a tad_ :-)","It's 2019. Exploits like this should not work in 2019.\n\nExploits like this are likely still going to work in 2029. https://t.co/8pCCWj4Yej","@yoniceedee @coolbutuseless @nj_tierney How am I supposed to avoid Saturday chores if the solution already exists? ;-)","@eddelbuettel RInside is magical #ty","@dseverski @feedly I also find myself using it with the feeds pane in \"unpinned\" mode, now. I'd like more control over listing fonts and font sizes (w/o using a browser extension), too.","@dseverski @feedly I will not deny that I installed the recently released macOS NetNewsWire app (https://t.co/32Mr4uQh3J) right after seeing the new, GIANT Feedly interface. Rly wanted dark mode. Did not want it to trend towards Twitter's new design. I'm fairly invested in Feedly workflows, tho.","@coolbutuseless @nj_tierney oh…Oh…OH…I like this function finding idea and I lose #3 back to school Monday…and it's a day off… #mustnotputoffsaturdaychorestocodethisup #norlyishldnotjustditchchoresandcodethisup #whoamikidding","For folks who are playing along with RSwitch, I managed to actually get 1.4.0 notarized! The download button on the RSwitch web site gets you the notarized version. https://t.co/SZTTGMCrXH","@pjs_228 There was zero response to my announcement of it on the R SIG Mac mailing list so I took that as a \"thanks, but no thanks\" inherent response.\n\nI suspect my inclusion of RStudio things wld be an impediment to inclusion, tho.","FWIW both @feedly's new browser dark theme and iPadOS's dark mode are quite magical.","Many thanks to everyone for your kind words of support this week. I waited til today to go through them all (since I kinda figured I'd need it) and y'all truly helped make today a much, much better day than it otherwise was going to be.","Analyzing the Costs (and Benefits) of DNS, DoT, and DoH for the Modern Web https://t.co/EJdSaL4tuJ","@b0rk Y'all reap the benefits of my mind needing to be numbed/occupied a bit.","For #rstats folk who were intrigued by @b0rk's \"curl exercises\" post, you can practice your {httr} &amp;amp; {curl} skills w/them via \"curl Katas in R\" (all but 2 are done b/c I ran out time due to Monday's event). Solutions are hidden by default. https://t.co/S9dhfAP9Bk","@b0rk Great idea! One thing: in #13m `Accept: images/png` is a typo (shld be image/png).","#rstats There is a recent post that made it to R-bloggers on how to scrape Zomato Data in R. Scraping Zomato is a violation of their ToS (https://t.co/aO0VnCsXmr) &amp;amp; they have a robots.txt tech control (https://t.co/rQgaiZtyUu. The post shld be taken down. Do not replicate it. https://t.co/ZRWMA6clIs","So, orgs just want attackers to win? Looks like it may even be desperately want them to win. That's the message this sends. // Rockville Center School District pays $100,000 ransom | SC Media https://t.co/v8rFnhLYjl","For some more #rstats + Swift 5, macOS Catalina &amp;amp; Xcode 11 fun, here's an Xcode project setup for R 3.6, RInside, Rcpp &amp;amp; an Objective-C bridging header to get you started on using R in Swift apps : https://t.co/3p1wRps4fe (it's on all the usual social coding suspects as well).","Paying these ransoms — especially with such large payout numbers — is only going to fuel this raging fire // FBI: Nashville company Asurion paid $300K ransom after private data was stolen https://t.co/OPx4Hsvvxp","#C2C via DNS over HTTPS channel https://t.co/3OT4PYR2uN","The classic fake payment QR code scam. https://t.co/MTYRhNvWPg","From DEA ⇨ @wpinvestigates ⇨ CRAN…\n📦 {arcos: Load ARCOS prescription data} https://t.co/ZNbtbLeJCi\n📰 The Opiod Files https://t.co/UTcGRzDACi\n👏 @dataeditor, @abtran &amp;amp;co! https://t.co/e7EEcNH9Rl","Mom (\"Nana\") passed away this AM, just a few weeks before she would have hit 94. Virtual presence &amp;amp; replies on all platforms will be a bit spotty for a while.","It seems like {containerit} (https://t.co/3Izj8S1R7V) for #rstats wld pair quite nicely with Google's new \"Cloud Run\" button (https://t.co/D33l7tcxT5)","#hotTake Elections should be non-profit https://t.co/VraMCPofm9","Wow, for at least two reasons --&amp;gt; https://t.co/ogNcwOjb01","@ra6bit (we don't)","Days with 2% drops\n2004: 0\n2005: 0\n2006: 0\n2007: 11\n2008: 41\n2009: 28\n2010: 10\n2011: 21\n2012: 3\n2013: 2\n2014: 4\n2015: 6\n2016: 5\n2017: 0\n2018: 15\n2019: 5 (so far, including 3 in August and maybe another tomorrow)","#rstats RSwitch v1.4.0 seems rdy to roll &amp;amp; has ++features warranting its own website (https://t.co/SZTTGMCrXH) &amp;amp; usage guide (https://t.co/8sXzXN6iy9). You can now (🤞🏽) check for new versions of it right within the app.\n\nAs usual, kick the tyres &amp;amp; file issues &amp;amp; PRs. https://t.co/6IRsKnQDFs","@GossiTheDog heh. another nuclear plant hooked up their network to the internet to mine crypto?","@themba Lyft. Lesser of the evils.","the final smack in the face for #3's faux-C++ course is that the idiot instructor (he's an idiot…the term is warranted, not mean) forced them to do single line left open curly brace for all compound statements. Barbarian.","Interesting cluster of about five thousand (known Mirai-infected) IPs suddenly scanning with full TCP connect scans on 9000/TCP. \n\nGNQL query: \n\nraw_data.scan.port:9000 last_seen:today -classification:benign\n\nhttps://t.co/ESGSOIrusD https://t.co/79A7g5Rfnf","FWIW we notified our customers abt this being ++important (pre-PoC availability — so much for LoL academic papers) to patch back in July. Unfortunately, nobody who uses these appliances cares (and, given that the vuln is a 90's-esque format string issue, neither do the vendors). https://t.co/Xi9MVJaWZs","Apple…got quite a bit right in Swift 5.x.","@sharlagelfand https://t.co/94wKf91Fhx","The @HtmlUnit (js-scraping w/o browser) team rlsd v2.36.0 (https://t.co/xrBpxUrIDK) &amp;amp; #rstats {htmlunitjars}+{htmlunit} (https://t.co/T0VPaVnaZl / https://t.co/eQ2k9hOsWe) hav been updated w/it.\n\nChrome 76 &amp;amp; brotli support are new. Lots more changes in the HtmlUnit release notes.","If you're following along the RSwitch macOS app news, a soon-to-be-rlsd v1.4.0 has nicer notifications, grays out d/l menu items that are in-progress, adds R GUI &amp;amp; RStudio launching + adds a URL shortcut for install/admin macOS section. Testing it over the wknd before release. https://t.co/27014bTXHR","That was a much needed \"post-only-from-Buffer\" Twitter sanity sabbatical.","Excited to announce that I've started work on a 3rd edition of the ggplot2 book (with help from @djnavarro) — big news for this edition is that Springer has allowed me to share it online: https://t.co/6kgkt5QCyq 📊📒🤓🎉 #rstats","TMW you get an email out of the blue from a seriously spiffy individual — at a company you respect and whose s/w you use on a nigh hourly basis — thanking you for a small macOS utility you wrote primarily b/c of insomnia. #priceless","Browser Push Notifications: Useful Feature Exploited by Deceptive Marketers - Security Boulevard https://t.co/bf40d2czLe","Horribad keyboards, bendy phones, macOS Vista^wCatalina &amp;amp; now credit cards that will req custom cases (which you can buy w/said card!). Ugh, Apple. // Your titanium Apple Card is a weakling that can be damaged by basically anything https://t.co/hBtHAghQQo","Yet-another ongoing major outage at GitHub this year. Looks like Microsoft started porting their \"Trustworthy Computing\" abandonment practices over to the GH operations base. Great time to try SourceHut, self-hosted Gitea, Bitbucket (etc). Monoliths are inherently unhealthy. https://t.co/8Z7dPKSaOA","Overt espionageware-packed app gets by Google's app store review. Remember: every single app you add to your devices first-and-foremost increases your attack surface. Only load what you rly, truly need. // First‑of‑its‑kind spyware sneaks into Google Play https://t.co/FkM3Jbw9uC https://t.co/m2HhroE9IL","TLDR: a bunch of Ruby gems were found to have backdoors &amp;amp; cryptominers. Be thankful that's all the mal-code did.\n\nRe-upping an old, salient post: https://t.co/4UWneERM05\n\n(IMO FOSS pkg distribution is fundamentally broken) // malware &amp;amp; miner in some gems https://t.co/FsHU5D3I5d https://t.co/Vq8xpjHgAJ","Seriously well-implemented *including* well-documented #rstats IMAP package based on {curl}'s ability to machinate IMAP. Very, very nice work by @allanvcq (and a clever hex logo to boot!) // IMAP Tools in a Tidy Way https://t.co/nZCqzjJ6gP https://t.co/xApkxPUexN","ZDNet prbly shld have used the term \"Petulant Child-like Pseudo Adult\" vs \"Researcher\" since that's what his actions indicate. // Researcher publishes second Steam zero day after getting banned on Valve's bug bounty program https://t.co/NP74Fu37Q9","#rstats {tdigest} (dev vers) now lets you [de]serialize tdigest objs [from]to R objs == you can continue adding values to a large distribution over time w/virtually no storage or compute overhead. Example &amp;amp; code @ https://t.co/r2LgasdSkN\n\nIt'll be on CRAN after tyre kicking. https://t.co/43drz2QZeO","More fallout from Pearson's failure to take data handling seriously // Rome school district falls victim to nationwide data breach https://t.co/fLl0T0acZn","Primarily made this so @tomsellers will read my charts at work, but others may be interested in an @ExpanseOnPrime {ggplot2} theme #rememberthecant // #rstats {ggplot2} Theme Elements Based On The Expanse https://t.co/75aPrtuXST https://t.co/Gr8hcumnTf","Rly glad someone else besides me see warts when they're forced to stare at YAML // YAML: probably not so great after all https://t.co/iI44x8WOfo","Really, @datacamp? Vindictive, much? For the sake of your decent employee base I used to hope you'd change and get better. Now I hope the decent ppl leave and you fail miserably. What sane person wld trust anything any of your representatives say? // https://t.co/In8bkHRbpN","If you believe this poll I have yet-another bridge to sell. // Anomali Harris Poll Reveals Majority of Americans Won’t Vote for Candidates Who Approve Ransomware Payments https://t.co/Co3l8UHwFE","\"Coordinated ransomware attack\". O_O Wonder what happens when this occurs in every district in November 2020 // Ransomware Attack Hits Local Governments In Texas https://t.co/5LlZT11Mjg","Curious if the defacement was a diversion attempt to thwart attacker identification or if it's legit. If legit, I srsly hope tis not a portent of things to come. // Cyber attack hits medical centres - Times Age https://t.co/zFkJzm8yNY","3.5 million truck drivers were employed in the U.S. in 2018. the \"30%\" ref'd in the article is likely the cost of those humans. Where will displaced drivers work? // UPS Has Been Delivering Cargo in Self-Driving Trucks for Months And No One Knew https://t.co/w1yUFl4pnq","TIL that all you need to do is add \"git = 'external'\" to a `remotes::install_git()` call to install #rstats pkgs directly from @KeybaseIO-hosted repos:\n\nremotes::install_git(\"keybase://path/to/repo\", git = \"external\")\n\nMight PR an `install_keybase()` into {remotes}, still, tho.","In similar fashion to the character of Anthony Fremont in Twilight Zone (orig) S0E08 \"It's A Good Life\", if it were possible to make all cars with Mass. license plates just \"disappear\" I'd do it in a heartbeat. Absolutely brutal ride home yesterday thx to inane Mass. drivers.","#rstats folk can likely save some time &amp;amp; frustration by using Developer Tools to see if on-page SVG charts have XHR data &amp;amp; JS building them (https://t.co/vHhuXUy3xr) vs go down this reverse engineering path. // Converting lines in an svg image to csv https://t.co/XbDicN6NrX","\"according to ppl familiar w/the matter\" == workers or investigators. In either case, this is one more example of unethical cybersecurity folks acting just like the criminals they shld be defending against. // CapOne Cyber Staff Raised Concerns Before Hack https://t.co/NJDoweHjZt","@SteveD3 @zackwhittaker Nope. But your deflection answered my q.","@SteveD3 @zackwhittaker (not trolling) so, you are both going on record to state you’ve never (ever) used source material without either asking and receiving permission or crediting in-article?","@CMastication Have the “guard rails” for this been documented and vetted anywhere @hadleywickham?","@yaelwrites @wirecutter Great, transparent process. I’m sad that (what I think is) the only subpoena-tested VPN, @buyvpnservice, didn’t make your list, but I get the selection criteria. PIA, get thee to an auditor!","@rickhholland It's a Business Insider story. Default assumption is fake news. It's a terrible, terrible, terrible publication.","@dataandme @krlmlr @dhmontgomery hrm…looks like there is support already (via the OG route — ref img) and https://t.co/FwcRpw1yIW seems to be something @ma_salmon was, perhaps working on? https://t.co/XX4klv47Ru","(my first non-intern gig was writing desktop publishing software, plus I use to, uh, 'test', yeah, that's it, 'test' various printers' ability to handle, er, 'interesting' postscript files)","@coolbutuseless handle shld be more like \"coolbutheartless\". It's taken ~20 years to recover from thinking in postscript &amp;amp; crafting postscript by hand, and you pwnd me into doing that very same thing with your awesome blog post. you shall pay dearly for this ;-)","@krlmlr @dataandme @dhmontgomery Since {pkgdown} already has thin support for the card meta tag (attached img) I cld just make a PR into {pkgdown} for the other tags. https://t.co/8xH2o5ya04","@noamross just a riff off of https://t.co/7ss4i6UqIj","@noamross https://t.co/zZlYzxPnWf https://t.co/BZ0xFP04Rp","@noamross this is more efficient, tho. https://t.co/TOotmdOwGm","@noamross https://t.co/Yfp4BvXKWQ","@noamross so you want something like a \"tag weight\" analysis?","@kearneymw @jenmercieca Shamelessly self-promoting my compendium of English stopwords from many different sources: https://t.co/OfZr2N7MAE","@krlmlr @dataandme @dhmontgomery I just added a new r markdown template to {widgetcard} that provides a *thin* wrapper around rmarkdown::html_document that provides support for Twitter tags (and only twitter tags). Seemed like a gd place to put it. It fwds all the actual processing to html_document. https://t.co/lEluBC9XGK","@JimMFelton @paperghost I, for one, welcome our new \"Not Keith\" visa tweet overlord.","I'm excited to announce the soft release of the `brolgar` package for exploring longitudinal (panel) data in a sane and tidy way, working with tools like dplyr, ggplot2, and the new tidyverts packages.\n\nSee the blog post for more details:\nhttps://t.co/EFcxqt9FMD\n\n#rstats\n#datavis","No perimeter product vendor has your back. None. No. Zip. Nada. https://t.co/5XmFls93fC","@joshcorman @Daemontamer Beta Ray … Peter?","@MlleLicious OMGosh. They're just using maths-created algos vs the old human-curated 'expert' system to introduce the same horrible biases into the guidance process, reinforcing dangerous stereotypes with the added \"benefit\" of private student data centralized in the hands of one provider.","@dseverski so, +💯 for google spending $ to help with accessibility but I think they cld go a bit further (even, perhaps, licensing &amp;amp; embedding the aforelinked extension by default into commercial Chrome).\n\n-💯 for the designer missing a tabular # oppty to expand use of the fonts.","@dseverski Perhaps I'm just not a \"power user\" of gdocs msword but I don't think you can change the doc bkgrnd color &amp;amp; Lexend + that feature wld save families + schools some $ given that high contrast (black on white) is also problematic for a %. img is Zeta on a better contrast in gslides. https://t.co/R5PFL4fucQ","@dseverski That's going to make this font hard to use for folks communicating with data esp since spacing in Deca isn't bad as a generic base. https://t.co/a4PtPMDKav","@dseverski I am disappointed that the figures aren't tabular (similar results in the img for all members of the family). Tabular #'s are problematic for the target font audience, crowding is and tools like https://t.co/UgtnE4r3Xi are used to isolate rows/columns. https://t.co/ulKuhmj0x8","@dseverski without going to the link my first thought was \"oh, i bet that's a super gd font for folks with dyslexia\" (not based on the name, either) and sure enough that was one of the design goals. need to spend some time with that family before a full blather on it.","I give all anti-virus vendors a hard time, but Symantec especially needs to be called out for being a nasty company that you should never do business with. https://t.co/ebHnjACmn4","Excited to announce my next book project: mastering shiny, https://t.co/0mhQs57TDp. I didn’t write shiny, but I’m having fun writing about it! #rstats","I'm amazed at how many people considering R think that their needs are \"too basic\" to justify learning it. People often assume it only do complex things and fail to appreciate how much it can improve your efficiency in completing \"basic\" things. #rstats","Major problem with BlueKeep was if you failed to exploit successfully the system blue screens. At least some of the newly patched RCEs only crash the RDP service (which will auto restart up to 2 times).","@dirk_sch has created an amazing #rstats package for learning how to translate R code into C++ via #RcppArmadillo and #RcppEnsmallen. If you ever wanted to transform your code \"up to eleven\", now's a great time! https://t.co/L5WpyUHlS2","Security Updates released today. Symantec AV is currently not compatible with Win7/2008R2 updates due to SHA-2 signing. Symantec is working on a fix #SCCM #ConfigMgr https://t.co/Y5OokCx1a3 and https://t.co/VXYkyW0Scp","Microsoft are blocking this month’s security patching (inc RDP patches) on PCs and servers with Symantec and Norton AV as the AV vendors haven’t added SHA-2 support still 😅 https://t.co/oGtbQrDupc https://t.co/lONEYtROTn","@holocene4eva @paperghost average ppl accept and spread lies in plain text. you're making video something separate and it's not. in fact, there's existing tech to help irrefutably identify video and audio deepfakes whereas folks won't accept real facts in text to refute text lies. stop the FUD.","Ohai 33 non-RDP RCE vulns in the August 2019 @microsoft Patch Tuesday releases. Why do folks pay for anything Microsoft makes, again? \"Trustworthy Computing\", indeed. #incompetent \n\nhttps://t.co/j89gzGBIzm","Apparently, recent major collisions were due to \"swiping left\" vs \"swiping right\" #navytinder // Navy Reverting DDGs Back to Physical Throttles, After Fleet Rejects Touchscreen Controls - USNI News https://t.co/wPNOoYGkPZ https://t.co/wTBV971WjG","@TomSellers 10:1 odds they'll (or someone will) find more in 6 months #incompetent","Latest Wormable Microsoft RDP Flaws: A Summary With Patch Info https://t.co/yta9d2fE4g https://t.co/RBREHFI4fU","@norrismw @MalwareTechBlog @GossiTheDog I am working diligently to get this sentence into the blog post (with a link to this tweet) 'On Tuesday, August 13, Microsoft released patches for four new remote code execution vulnerabilities — dubbed “DejaBlue” by researcher Michael Norris'","@GossiTheDog Trying hard to not change it to DejaBlue","@GossiTheDog I used \"Deja vu all over again\" in a forthcoming blog post.","@anthonytowry Riiight. b/c that's def how F5000 CIOs operate…","@0xbaddeer it is kinda just a broken up and extra crunchy oatmeal raisin cookie, after all.","@joshua_ulrich That's a great story title, too.","@AlyssaNewcomb @wandera Thx. I was just hoping they showed someone the http:// links and I def trust your word, judgement &amp;amp; reporting.","Why are orgs paying 💰 for s/w (e.g. RDP) from Microsoft that is, essentially, pre-installed malware? They're LOLing all the way to the 🏦 as *you* have to dedicate rsrcs to protect yourselves from *them*.\n\nYou'd better be asking for DEEP (I'd say 45%) discounts next budget cycle","On the bright side, these new RDP RCE vulns might delay any exploits that were about to be unleashed for a bit. #brightside","@abresler What we've been doing: watch as citizens in a far away land w/the passion, character &amp;amp; determination of our nation's founders (which weren't all male, so not using \"Fathers\") show more courage in a few days than most modern Americans have demonstrated in their entire lives.","🚨 All orgs need NLA enabled *internally* and *externally* on RDP ASA*P. Microsoft's sheer development incompetence has given all attackers an early Christmas present.\n\nWindows 10/Server 2019 is SOL b/c NLA doesn't save you. https://t.co/qpehtEQ5Hk","Great Caesar's Ghost!, @MicrosoftSec! \n\nTHREE more REDACTED pre-auth RCE CVEs in RDP?! \n\nYou've got to be kidding me.\n\nSoftware liability rly needs to be \"a thing\" and I kinda hope your entire company goes bankrupt once it does.","Goblin Horde charges.\n\nFighter: brace yourselves everyone!\n\nDruid: I got this...\n\nFighter: get down!\n\nDruid: *holds up innocuous potted fern and casts Entangle* SAY HELLO TO MY LITTLE FROND! 🌿\n\nFighter: 😯\n\nDruid: 👉😎👉\n\n#DnD #PunBard","@gepeto42 @todb As you know, many, many orgs are obligated to provide evidence of a pen test to third-parties and regulators. (note that I'm not refuting your posit, just stating that pen tests are generally/still more \"have to\" than \"want to\").","@AlyssaNewcomb Did @wandera provide actual evidence to you for the http:// vs http:// BA URLs? Their blog post (calling it what it is) shows an HTTPS connection (as does a similar, older one). 👍🏼 if they did. If not, then 🧐.","@todb @gepeto42 Your insatiable optimism that folks will actually read things is one of your most adorable qualities, Tod.","It's often quite cathartic checking the \"registration required\" inbox (e.g. for vendor report downloads) just to see how little validation some orgs perform on email list entries.\n\nI'll sleep better knowing that @DISTIL rly wants to help secure The Avengers from web attacks. https://t.co/K9OlXy2Rnz","MANRS Observatory: Monitoring the State of Internet Routing Security: https://t.co/NcqSrP1pN2\n\nA great project from my @internetsociety colleagues that measures networks’ “MANRS readiness” – a key indicator of the state of routing security and resiliency of the Internet.","Provided the dept isn't exaggerating (I mean, law enforcement in America wld never lie, wld they?) this is a pretty encouraging story that some folks/orgs \"get it\" when it comes to cybersecurity &amp;amp; specifically re: abating potential impacts from ransomware. https://t.co/90MGRntNZv","errantly held down a combo of keys when switching apps and Slack told me something is \"true\".\n\ncan it be that debug code made it into \"production\"? surely a $15.6 billion USD company that excels at hiding a breach before an IPO wldn't ship an app with such shoddy care. https://t.co/ioJflSPF6N","At least some good is coming with all the bad // Mac OS Adds Early Support for VirtIO, Qemu - The Passthrough POST https://t.co/R8EsR21ZtO","@paperghost @ra6bit oh man. now that you said it carrey appears more than cruise (i've seen more cruise films than carrey films, which is likely why cruse was more apparent…which also brings up lots of q's abt how generic eyes will interpret certain fakes as they appear more).","I am very, very sad that English alphabet letters can be combined to make this phrase. https://t.co/0IW7gptX8M","@ra6bit @paperghost the shifts to Cruise were def subtle but I also caught the same skin tone aberrations Keith did.","@gepeto42 lemme ask @kwantitative &amp;amp; @todb to see if the CVEs were captured in the tester debriefs.","If you want to fully prepare for the forthcoming macOS Catalinapocalypse, I *highly* suggest purchasing a backup mouse or two and ensuring you have Apple Care for your mobile Macs since you're going to wear out the \"left click\" machinery with all the permissions dialogs.","When Parallels and VMware start releasing GA versions of their kit near the Fall, the next macOS release is not far behind. \n\nCan't wait for everyone to experience the joy^wpain that is macOS Vista^wCatalina.\n\nhttps://t.co/YPRdQcxtAC","@paperghost and visa tweets. please say you'll keep up the visa tweets. Panic, FUD, and visa tweets.","TIL (due to someone starring an ancient repo): it's been 7 years since I made a blog post abt mapping hurricane Sandy in R.\n\nSeven.\n\nYears.\n\n👴🏼\n\n(twas a also a reminder that Unisys borked all their hurricane data URLs)","How many pain pills went to your pharmacy? ⁦@washingtonpost⁩ https://t.co/errDeDFWaH","The adverts in Paged Out! shld be a model for all other tech zines: designed/placed well + audience appropriate/useful.\n\nThey pair well with the seriously fun/informative content.\n\nGreat first issue @gynvael, PO team &amp;amp; article contributors!\n\nhttps://t.co/TqjSHcGILy","@paperghost the bounding rect is even more pronounced on lower-res screens.","The availability of high resolution (10m) and high revisit (5 days max) #Sentinel2 🇪🇺🛰 #OpenData is a game changer for land monitoring!\nExample: monitoring #deforestation in the Amazon\n675 ha gone between these two images of May &amp;amp; August 2019;\nMore below https://t.co/b3z6QWL736","Please tell me you or your org isn't still foolish enough to pay for a new or re-up an old EV cert. SSL is now just a mostly confidential transport mechanism thx to the efforts of tech bro vigilantes. Spend the $ on something else (like learning how to DMARC). https://t.co/Ms3B0u3BVf","@Xanlythe Dude. You totes love your job b/c it provides endless opportunities for me to remind you how much damage your company does/had done to humankind on a regular basis.","A cheatsheet of modern C++ language and library features.\nhttps://t.co/1MbkAf3XNt","It’s only called deep learning if it comes from the Dieppe-Lerne region of France. Otherwise it’s just sparkling logistic regression.","Or, what the actual value of Tumblr really is/was.\n\nYahoo &amp;amp; Verizon execs both had no clue &amp;amp; were lagging followers in a ++hype cycle.\n\nI am curious as to what @Automattic plans on doing with all the skeezy and malicious content they now make available to the 🌍 via Tumblr. https://t.co/wXhw8S2iZn","@paperghost Not on phone but on a retina laptop and it's def a pedestrian fake (face edges def turn into a visible rectangle when algorithmic-blending goes awry).\n\nI've got a non-retina monitor around and will see what it looks like on it later.","Spiffy use of scrollytelling at the linked article. Def worth the click/tap/👀.\n\nI know \"data\" tends to not change the minds of fear-driven populists, but I kinda believe that the Brexit ref vote might have gone differently if more of these pieces had been around back in the day. https://t.co/RdYWNXBmHm","@krlmlr @dataandme @dhmontgomery {widgetcard} has the tags here: https://t.co/qa9Xg3wFBQ\n\nThe attached img is a manual insertion of some into an Rmd gen'd HTML\n\n{markdowntemplates} has a cpl doc types which let you add them as well. https://t.co/RwSn1g6kB6 https://t.co/vEyey89Yob","@jimmyczech @kara_woo @JennyBryan What sorcery is this {metasploitr}?! :-)\n\n(back to serious mode) Since I can likely justify using $WORK time on anything R + Metasploit-related def let me know what you had in mind for said pkg.","@Niels_Bremen IMO cron === (without exception) use config file or env vars","@Computerworld Rly getting tired of \"security pros\" recommending \"not patching\" (some, even, with maths).","I know MSFT has had some truly horrible quality control on Windows 10 (et al) updates in the past couple years (not so \"trustworthy computing\", as it were), but this seems like rly horribad, stupid, daft, insane, and clueless REDACTED advice by @Computerworld. https://t.co/w812bjtpnF","OH: \"That `here::here()` solves a bunch of problems.\"","@noamross @todb I mean, I can't feign lack of knowledge if @todb can prove (via logs) I clicked on the link. Tho, I block all the time-on-page tracker JS things these types of sites use so he wldn't know *how long* I was there (Note: click/visit !== read, Tod)","@noamross @todb Or know what's assigned to me, aye :-)","@noamross @DavidGohel Twas a reason I sub'd'em in after :-).","Just now: \n\n@todb: \"Hey @hrbrmstr, click on this 'Asana' link\"\n\nRiiiight. Not falling for that mal-link trick again. \n\nI mean, it's def an Asana link, but project management apps are inherently malicious web sites and shld be blocked by all browsers by default.","@noamross @DavidGohel that's a {ggtext} error msg.","@hrbrmstr @ClausWilke For comparison/motivation, tikzDevice has enabled fancy attributes for a while (via latex): https://t.co/jPADPc3xt0\nThere's also grid.hyperlink in gridSVG, which traverses the xml tree rather than relying on regex—but there are tradeoffs with svglite, speed and structure notably","@ClausWilke right. It's super easy to sub in and is SVG-context dependent so not sure adding support for it wld be warranted given the generic output nature of ggplot2.","Further Gak. Magento also seems to have a patch deluge. Rly sad state of affairs in web platforms.","Gak. cPanel has a its own slew of patches, now. If you're unfortunate enough to have that be what you use to admin your systems def update but preferable to uninstall and just get better at the command line.","It works fine as a PNG as well, but the SVG format enables hyperlinking the caption URL and the word \"rising\" making it a tad more useful (it's not technically \"interactive\" but can stand on its own and provide refs for further exploration).","As noted Sun., I sub'd out the fancy font for plain ol' Arial in the aforetweeted #rstats {ggtext} SVG xtnded annotation ex. so it shld render on all systems.\n\nStill not sure if the font I was using is OFL so didn't want to CSS ref it before ensuring so.\n\nhttps://t.co/WEXGylnisK","@thomasp85 if only.\n\nediting in gdocs :-(","I think I'm turning into one of those weird folks who rly like using one monitor in portrait mode and another in landscape. What bewitching caused this?","@PDXbek NAICS 311511 (to be exact :-)","@kevdogtweets @kairyssdal So, you're the Paul Atreides of infosec?","@jeetsukumaran @vsbuffalo Respectfully disagree re: \"on par\", and only doing so to ensure anyone reading this thread makes no assumption abt any consensus on that posit. seaborn is nice, but it's no ggplot2.","@themba been meaning to give https://t.co/Ib8W4xcncK a try myself since the Hammer Nutrition folks tend to not hype","1960s: expensive Swiss precision wire recorder.\n1980s: Sony Walkman, same size, cassette convenience, consumer pricing, mass production.\n2000s: mp3 recorder: vast storage capacity, fits inside your ballpoint pen.\n2020s: Your lightbulbs have ears, wifi, and speech recognition. https://t.co/LqDue56mII","At present, if you want to be smart *and* install a lock to secure your abode (remember, these locks are there only to keep honest ppl honest) install one that is 100% mechanical and has no computer-controlled electronic components whatsoever. https://t.co/l5wYBvpgty","Catch up the latest in data science, AI and machine learning with this bumper edition of my monthly roundup. Open-source and industry updates, learning resources and applications: https://t.co/fuqd7peUfW","@paperghost there's a non-deterministic synchronization issue with their \nnew UX [shadow?] DOM elements and localStorage. it happens mostly under the reply use-case but it's been showing up in a few other places as well.\n\nI think they had interns write the new UX JS code.","@themba if they include (LOL) Jupyter and exclude RMarkdown they deliberately, willfully, and (I'll say it) maliciously biased the research and that makes all their other work on it suspect (totally IMO).","@themba Which ignores rmarkdown and bookdown. It’s shoddy faux research.","Vendor links:\n\nhttps://t.co/VZQPBkiLCs(X(1)S(klphdezgerjfyhnvfqkwlgqu))/Home/Detail/158?AspxAutoDetectCookieSupport=1\n\nhttps://t.co/CDNLXfYgX9\n\nhttps://t.co/ghOCR27hL3","🚨 A slew of rly bad VPN vulns came out in July. (We notified customers about this in our monthly threat update.)\n\nYou rly need to patch Pulse, Palo Alto and Fortinet VPN kit if you run it.\n\nTMW when security 'solutions' only end up increasing your attack surface (AGAIN). https://t.co/MNCHBLfMIn","Eventually, there will be no escaping pumpkin spice season for @kairyssdal // https://t.co/ft61r2ofzU","We just posted a new tech report on #arXiv: Making Recommendations from Web Archives for \"Lost\" Web Pages. This work with @LulwahMA, @phonedude_mln focuses on categorizing webpages using only the URI and providing archived recommendations. @WebSciDL https://t.co/saxcbhf15o","@joshua_ulrich @DuckDuckGo Aye. Oriented towards helping folks make better risk decisions abt extensions and local OS software installs.","Stock price increases post-incidents = investors profiting off of preventable, terminal violence. Nothing wins but evil in this endless cycle of deliberate inaction. https://t.co/WQ8w7IPkrb","@g33xter @angealbertini @BlackHatEvents Cowardly hiding the evidence of the existence vs post a lengthy mea culpa on how such a travesty could be allowed and what steps will be taken in the future to avoid another instance is far from commendable. Condemnable, perhaps. But, not commendable.","@lenkiefer That brings up an I interesting question: would Batman use bullet charts?","Methinks browsers need a non-hide-able indicator that provides human-friendly quick view on how weak/strong the browser's safety profile is with more (still human-friendly) info available on click/tap.\n\nCld include these \"dangerous\"/hijacked flags/env vars, plugin perms, etc.","I grok that this is kinda \"necessary\" and that the piping keys is preferable to browser injection or active [Person|Monster]ITM but history has repeatedly shown endpoint protection tools are far from bulletproof and often increase vs decrease attack surface area.","🚨Avast—&amp;amp; other endpoint \"protection\" tech—silently use browser config flags to enable MITM of all your *HTTPS* sessions. Chrome finally warns abt this. I don't use Avast. Is this a configurable option (i.e. to disable this behavior)? // Spying on HTTPS https://t.co/7BcRUkYSDb","@thomasp85 I think you've got the added complexity of \"required\" CamelCase in {ggplot2} Stat/Geom bits tho, which wld make indiscriminate conversion a bit more difficult.","@thomasp85 https://t.co/TYfPxIHE0r =&amp;gt;\n\nhttps://t.co/imqJS6IoC0","Hopefully everyone learned a lot about using machine learning to detect and evict APTs while in Las Vegas and can now get back to work tomorrow defending against common ransomware and open RDP ports. https://t.co/etqu3WfkHl","@CMastication If only we had the preeminent expert on U.S. housing in the R community…\n\nOh, wait! We do! Sending the Bat-Signal to @lenkiefer",".@TweetDeleter have been hacked https://t.co/HbCiKAP6yp","Woohoo!! So excited for @AletheDenis! The @DefCon Black Badge winner for the Social Engineering CTF competition! Congratulations Alethe!! @SEVillage https://t.co/wYRkRRRkW1","Journalists shld do what they can to defend against this. I can envision vile, ultra right-wing &amp;amp; ultra left-wing groups figuring out how to weaponize this to disrupt/deter some visual reporting. Def suggest keeping phone and non-\"connected\" 📷 at the ready at hot-button events. https://t.co/quZhiupqgE","It also wld have been an explanatory blog post but the right hand digits aren't cooperating this weekend so an Rmd is abt as much typing as they're allowing.","@ClausWilke aye. i think there's def going to be limits due to {ggplot2} but constraints also breed innovation &amp;amp; creativity.","@ClausWilke The freedom to add in-stream styles is already a serious joy. Your efforts are going to spawn a whole new era of storytelling with ggplot2 :-)","Just occurred to me that I used the fancy font which has no quick web-font alternative so not sure how it's going to look. I'll re-do it to use Arial Narrow (prby tomorrow)","If you are at @defcon today please make an effort to get to some talks today. People presenting today worked just as hard on their research as people who presented on Friday and Saturday.","Slightly extended #rstats {ggtext} example using the same breach data/chart as before but generating SVG and making a few text elements clickable/tap-able. (🤞🏼the static Twitter card works) https://t.co/WEXGylnisK","@ProgrammerDude @GossiTheDog they've left quite a trail in their wake https://t.co/VqS3RdsQJY","@kearneymw Let the haters hate :-) Keynote (and, to a lesser degree) PPT (IMO &amp;amp; generally) &amp;gt; HTML/latex slides for a *vast* number of use cases. Not all, but most.","@CMastication done. expanded the README, copied some over to a vignette and PR'd ;-)\n\nhttps://t.co/tZDVbRhZPs","@CMastication def intend to once I get a couple more in the README and shove 'em into a vignette","@CMastication Possible example (to help illustrate) of how it cld be improved (alas, didn't have time to go further).\n\nhttps://t.co/tZDVbRhZPs\n\n(also, kinda in 'grrrr' mode, now after receiving so much CRAN grief for {tdigest} and this made it in apparently w/o any grief at all)","I am, in support of, this, initiative. https://t.co/ADGaAgpNBe","Today is the 74th anniversary of the bombing of Nagasaki. Often overlooked, compared to Hiroshima, as merely the \"second\" atomic bomb, the Nagasaki attack is far more tricky, and important, in several ways. THREAD https://t.co/UQYoz6ftzN","It's estimated that Rodrigo Duterte, the president of the Philippines, has presided over more deaths of his own people than any leader in south-east Asia since Cambodia’s Pol Pot. We met Maria Ressa, one of the journalists challenging his regime: https://t.co/htyqwCnsVw https://t.co/Jp6mjqEBxv","(it took forever — ok, 2 days — to find a non-paywalled version of that story that cld be shared)","Lemme translate the headline for y'all: \"Delta admits they rly rly (rly) suck at performing third party due diligence and attempts to shirk all responsibility by throwing lawyers at their supplier.\" // Delta sues subcontractor over 2017 data breach https://t.co/AMHiXMhKf1","These Legit Looking iPhone Cables Will Hijack Your Computer https://t.co/6cpoQH49oW","I'd posit this is an ++important read/digest regardless of how \"cyber\" you are. https://t.co/7e768GJGgH","@MlleLicious Some days #3 &amp;amp; #4 consume dairy-free protein bars as if they are breathing them in. I'd give up a spleen for 1/10 their metabolism.","So not fair. @Hak5 always seems to figure out ways to deplete my diminutive gadget budget with their clever kit. https://t.co/Hny4KzzdPB","@mwark89 @grrrck Ideally there'd be a solution where a purpose-built binary (not a shared infra like Electron) is produced for each platform using a non-web UX. That's a big ask in 2019+, tho, given how much we all (incl me) rely on web UX.","@mwark89 @grrrck Having a local Docker toolset installed also increases the system's attack surface (https://t.co/Ddr7VYZTRH) for end users. Electron is a bit more insidious since \"it's just an app\" so is perceived to be \"safe\" (not exactly true https://t.co/mgU1jLrtoQ)","@kearneymw @tylermorganwall I've played that particular character quadrant in D&amp;amp;D for going on CENSORED_PII_AGE_REFERENCE years, now. ;-)","@tylermorganwall @kearneymw No, I'm suggesting an esoteric assignment operator rly doesn't belong in the upper left corner.","all of this thread 👍🏼 https://t.co/DAoHvQzJGd","@tylermorganwall @kearneymw I'd posit anything that requires a library() call is in the evil category for assignment-ish things.","@ClausWilke @thomasp85 This sounds like the brutal type of work tailor made for interns.","@thomasp85 aye. some themes in rstudio won't show it as italic but the one i like in VSCode does (as does my usual/default one in RStudio)","@thomasp85 heh. doesn't look like *too* bad of a change is req. some manipulation around &amp;amp; in here to do element rendering vs assuming textGrob-bing. https://t.co/t7sQvqEmnj","If #rstats folks are playing w/{ggtext} &amp;amp; trying to get markdown to work in strip labels: do not bang your collective 👥 against a wall. Strip label rendering makes, deep (deep) \"only text\" assumptions &amp;amp; {ggplot2} looks to need some changes to enable {ggtext} for strips.","@dseverski i've avoided playing with `https://t.co/Wu6Tq4MCIk` &amp;amp; `h3` for that very reason (the rest aren't rly anything i care abt tech-wise so wldn't use anyway).","(ignore the \"0\" in the legend, pls) am working out some things to make {statebins} legends default to non-continuous as I play with the K-12 incident data)","HI's breach prevalence was due to 1 provider causing downstream breaches at ++schools. While I'm glad ransomware isn't rampant in K-12, the breach count is no less disconcerting.\n\nMight be gd for US DoEd to have same policy as HHS &amp;amp; force all incidents to be publicly reportable. https://t.co/srUumDktuV","We need more discerning technologists like David. (pls) https://t.co/YmhkFOup7K","@abresler It will.","If anyone believes the news tdy abt the hanging-suicide is true, I've got a few links for you to click on and a bridge for sale.","@GossiTheDog I am regularly in awe of what is either your indomitable optimism or sublime sarcasm.","@IsabellaGhement ah! tis a name brand here for vegetable shortening. lactose intolerant == I can't just use #nom butter / milk / yogurt / buttermilk for things so veg shortening, nut yogurt, nut/oat milk, etc substitutes in everything.","@IsabellaGhement aye! (and #ty!)\n\ni keep experimenting to with the recipe to get to the \"best\" biscuits. these came out super well. here's the deets on this experiment. https://t.co/rDMZhcqnY3","Tis def a very gd morning #nom https://t.co/vuw3SYMrKT","Uber technical employees have built many open source things many of us use regulary. Those projects were funded by *billions of dollars of debt* that will likely never be recouped. That seems like a horrible ROI &amp;amp; a bad thing for OSS development in general.","5% of Uber's employee (not driver) base were *marketing* folks.\n\nThey cut 33% of that dept but that still means marketing folks comprise 3.6% of the remaining employee base.\n\nI know they operate in 70 countries but 800 (remaining) still seems like way too many folks in that dept.","I mention this only because everyone should feel free to go to any village and start asking questions — no matter how beginner the question","@philip_khor oh, i'm going to save this! that's the *perfect* word for it!!! I'll def cite you when i use it, too (b/c I will be in upcoming presentations). that's a keeper!","@philip_khor With sufficient {grid} knowledge it was doable before this. Now it's less work and only needs HTML/markdown knowledge. So, I think of it more as democratization of rich text rendering vs \"finally do\", but I like precision in descriptions, too.","It me 😱 https://t.co/jwLuuxRjOQ","How many companies are going without their top (or only) cybersecurity pros this week? Are your systems being monitored while you're off playing hacker in Vegas?","If you want to test the #BlueKeep *DoS* you can do so with #Metasploit using the most recent version from Github.\n\nYou have to run `set action Crash` \n\nRead about it and the other sweet updates from this week on the @Rapid7 blog:\nhttps://t.co/cVGnCf17ix https://t.co/NAyQfXtQSY","@ClausWilke @jimhester_ https://t.co/si9DjIERB7 chosen b/c of the attached but the code (such a mess that it is) is all yours if wanted :-) https://t.co/dBKI711BmA","@ClausWilke @jimhester_ I'll get this cleaned up and pushed to git","There are literally many dozens of ways to use/misuse $, [ and [[ with data frames/tibbles in #rstats. I've tried to collect the most important cases, which ones have I missed? https://t.co/qZGP79KYoe . Feedback welcome!","@ClausWilke @jimhester_ it's the top of the iCSSberg tho given all the weird stuff you can do in/with CSS. for the {ggtext} thing I think just basic CSS selector/property/value support is needed. For a more generic {css} pkg proper it'd be more complex but still straightforward.","@ClausWilke @jimhester_ values weren't too bad either https://t.co/3gufppv0vR","@ClausWilke @jimhester_ FWIW `katana` (https://t.co/7oBbJZChvf) seems pretty straightforward (I had some long-running Athena queries going but not long enough to get to extracting property values yet). https://t.co/tff15Cql38","@jburnmurdoch @ClausWilke @FT Between what @thomasp85 &amp;amp; @ClausWilke both added to {ggplot2} today it's like a whole new world has been opened up. Super excited to experiment and get these into production workflows as well.","@ClausWilke by \"almost no code\" i mean it, too. pretty much just setting named labels like in the {ggtext} README example. https://t.co/m2tV1KZkYd","@ClausWilke I vote for the 5/CSS option. Methinks a bit of {magick} pre-processing can likely compensate for some of it in the interim.","@thomasp85 @ClausWilke sadly, you are way too far away to throw random desk objects at, much like @dabdine is most of the time.\n\nI'm just glad the, er, \"borrowed\" rounded talking heads all had transparent backgrounds.","This was doable in {ggplot2} before @ClausWilke's {ggtext} but getting those talking heads into this plot was _way_ easier (almost no code) with {ggtext}. Not sure they add anything to the vis but it's much closer to what the NYTimes did for these charts, now. #rstats https://t.co/ANIYW7uIl2","@AnnKEmery i got lucky and got round-trip travel to CA from rural east coast for ~$310 but that same flight search 2x 3 weeks ago was over $500 and was over $400 when I looked again yesterday. It's kinda insane.","@ClausWilke no, that's perfect (and indeed is what it does). this is like the best Friday present ever!","Hey friends, I’ll be at the @Rapid7 table at the @defcon vendor room at Bally's today, noon to 3pm, hawking some neato tshirts in support of the @EFF (all proceeds, not just profits, go direcly to them). Come on by!","@Voovarb @alexpghayes @BayesForDays base::interaction() is one of the unsung heroes of #rstats","@alexpghayes @BayesForDays Make a factor with interaction() and assign colors to it?","@ClausWilke oh, not the visual bits, per se, but the underlying structure of the files and given what i saw in the code the gen'd PDF elements and SVG elements shld be straightforward graphic elements. our design folks tweak PDFs before production, so just need to see the POV frm Illustrator","Now to see what the resultant PDF &amp;amp; SVG output looks like :-)","Not suggesting ^^ an ideal vis idiom (had the plot up so riffed on it) but Claus has made it possible to craft ++better vis in {ggplot2}. I've wanted to customize [sub]title, captions &amp;amp; annots w/more precision for a while &amp;amp; this makes it not only possible but gosh darned easy.","Besides 1 extra library() call &amp;amp; moving `fill` to aes(), I added some thin &amp;lt;span&amp;gt; markup and one more theme() call to make this updated version of a prev posted chart (the \"pink\" in the subtitle is also a different flavor of the same font family &amp;amp; diff weight from the base font). https://t.co/rrQoxPKji6 https://t.co/35vlmLBc2R","I don't know who needs to hear this, but please don't pay for peer reviewed papers. If you don't have access, send an email to the corresponding author for full text. 95% of the time, they will get back to you within 24 hours with an enthusiastic \"THANK YOU for your interest!\"","OH: \"Oh my.\"\n\n(which is weird b/c I'm alone so I guess I heard myself say that out loud as I read the post…or the voices are back…anyway…)\n\nThe amount of future time Thomas has just saved me may be incalculable. 💙 https://t.co/713z36h6Kr https://t.co/24wP0pfORx","Not thrilled k-12 edu breaches are back up but kinda glad k-12 edu ransomware isn't back at 2017 levels https://t.co/6prQEswXV6","My @WebSciDL paper \"Mining the Web to Approximate University Rankings\" with @phonedude_mln and @weiglemc has been selected as Highly Commended in the 2019 Emerald Literati Awards. It's available here: https://t.co/JusC3LQQFI. @EmeraldGlobal #literatiawards","Nor should the Presidency! https://t.co/BPn8pbAzOD","@ClausWilke Played with it a bit early this AM. Tis def usable now and fills a serious gap. Was thinking abt a PR to enable supplying a CSS parameter down to the make_… ƒs to have it expand CSS into the tags before the `read_html()` to enable less verbose style markup in src.","I'd bother to add a comment to their system (as they asked) but I'm just an uneducated commoner w/nary a 3-letter appendage to my name, so any effort is likely to be dismissed w/o even reading &amp;amp; not worth my time.","I don't rly know why (it's just another human language, after all) but I'm rly enjoying 👀 some of the recent (soon to be made public) research we've done translated into 🇯🇵.\n\nI'm also glad I didn't need to try to do this natively (translators worked off of PDF in Illustrator) https://t.co/fTLSEOjls5","@dataandme i kinda try to always give the benefit of the doubt but this sure looks like deliberate malice to me. yet one more reason to not even remotely trust any work coming out of academia without deep inspection.","Oh you adorable folks who believe turning off downloads on public Google Fusion Tables actually prevents downloading of the data.\n\nIn other news: Google Fusion Tables dies in a fiery death in December this year, so you may want to migrate off of it.","https://t.co/XNwaUngGui has two bullets that may explain why. The assertions in them are — at best — fallacious, and I get the sense they were developed due to malice (perhaps \"prejudice\" would be a less touchpaperish term).","What kind of a hole do you have to be researching in to not include #rstats {rmarkdown} / {bookdown} in this? My respect for new work coming out of MIT continues to degrade (which I didn't think was possible…might be in dichotomy paradox territory). https://t.co/QcCq05HIxn","“I forced a bot to watch over 1,000 hours of infosec vendor pitches and then asked it to write a pitch of its own. Here is the first page.” https://t.co/dpnKHqMx51","These are awesome, well-executed gatherings with clever, kind, caring, thoughtful collaborators. Apply! https://t.co/CcdVWQgyUp","@Xanlythe @awpiii I wonder how much my Symantec cycling jersey acct rep b̷r̷i̷b̷e̷ …er… appreciation token is worth now?","What Sunshine said… O_O https://t.co/SGWnQXWsvl","@JennyBryan @jcszamosi @bolkerb @PhDemetri @Shannon_E_Ellis @gvwilson ah, cool. I relate \"notebook\" to \"inline interactive unhelpful clutter below code blocks\" :-)\n\n.R / .Rmd to console/viewer is heavenly.","@jvehent sadly, services like that exist tdy.","@jcszamosi @JennyBryan @bolkerb @PhDemetri @Shannon_E_Ellis @gvwilson But PyCharm, RStudio and VSCode all have \"feedback loops\" without the \"let's introduce the potential for DOM corruption and browser crashes during a serious analysis\". I'd wager viewer pane + console pane == serious efficiency benefit once proficient in an analysis language.","New post! Ursa Labs June/July 2019 Update\n\n* Apache Arrow finally on CRAN\n* More efficient Parquet file reading\n* Ongoing saga of Python wheels\n* 0.14.x Arrow release series, and 1.0.0 on the horizon\n\nhttps://t.co/P5O9ZOD9Kh","@JetSetYvette @mmurray @mediaphyter Def a bunch of @rapid7 folks there. Def find one and point the rest of the cohort there as well.","@awpiii So, I'm rly glad our school district gave me one more thing to be concerned about this school year.","@awpiii They also use a startup for email delivery and their example sites don't autoupgrade to HTTPS https://t.co/rRxBxNhdrq \n\nAnd, they use Plesk on some sites. I know that b/c this non-autoupgrade to HTTPS URL has the default page for it https://t.co/5vpQsGE0Bu","@awpiii DMARC is DMARC. I can spoof their FROM address(es) and lots of lookalike doms avail for mal-links. \n\nPlus, 4 AWS IPv4s &amp;amp; 1024 WestCorp IPv4s can legit send mail on their behalf, too. I'm afraid to look at their exposed port profiles.\n\nThey rly better take this seriously.","Wonder which products have issues with the \"new zip bomb\"? Well, its inventor looked into his webserver logs for referrers from bug trackers... https://t.co/walClswM1H","@abresler @ApacheArrow @ApacheParquet @ApacheDrill perhaps. Drill's in-memory representation isn't \"powered\" by Arrow so no non-marshalling benefits but it will let me gen parquet much easier from R :-)","@stiles @googlemaps Android … O_O\n\nSo, what's your carrier-provided SMS phone #? I have a msg with a link I need you to see.\n\n;-)","P a r q u e t ! ! ! ! !\n\n#rstats https://t.co/s0ejpB9IQj","@abresler @hspter @dataandme @timelyportfolio @jbkunst @jdatap @robert_spalding With some minor tweaks to the %'s (and removal of \"AI\") it's also descriptive of the elder establishment in both the GOP/RNC and Dems/DNC here.","@Balgan (I unconsciously memorized all the shanties in PoE II…such a good game/story)","Stellar Cartography: Bajor #ds9 #ds9doc #DeepSpaceNine https://t.co/ztv12VmPPv https://t.co/tdnBMfPo2I https://t.co/6Mnr6gKwos","PoE &amp;amp; PoE II are great games. I'd like to see another one in the series (and, supporting this port will likely help make that a reality). https://t.co/RNWCO22xcV","New blog post: @bsoman3 writes about how #machinelearning can be used to extract TTPs from unstructured texts for insightful, actionable threat intelligence, based on her #BHUSA talk, \"Death to the IOC: What’s Next in Threat Intelligence\" #MSFTatBlackHat https://t.co/7uUUNdYcQ4","TMW a new employee starts at a data science learning platform—which was embroiled in major controversy that you had a small, minor, teensy hand in shedding light on—reaches out to you to develop a course for said platform.\n\nThey shld prbly keep a \"do not call\" list moving fwd.","need to get this into an #rstats {rmarkdown}/{knitr}/{svglite} workflow https://t.co/cV65XvFlfJ","@lenkiefer you…you were CC'd on all my incoming emails this morning?","you're putting my kids at risk as well as the schools you serve. not. cool.","I'm going to setup a monthly automated check for this. If in 2 months you don't have DMARC enablerd I'm going to stop @-ing you directly and just inforrm the internet not to use you then blog abt it every month.\n\nor you can just remove all ref's to \"secure\" msging from your site.","@schoolmessenger yay. my school district now uses you for comms re: kid school machinations.\n\nPlease setup a DMARC record or stop calling your \"secure messages\" \"secure\" b/c they really aren't until you setup DMARC in at least quarantine mode.","@juliasilge @StackOverflow That was a super fun post Julia! I avoid these Vegas events like the plague but seeing that SO search data was priceless. \n\n@todb podcast fodder, perhaps?","Looks like #DEFCON attendees need to work on their opsec a bit… https://t.co/7thnrmV6Pg","It's 2019 and booking affordable (personal) cross-country travel in the U.S. is still a Zork-like maze of twisty packages fraught with peril, mostly due to perverse incentives for airlines, hotels, and booking sites along with the reliance on outdated back-end technology.","The ⁽*ˡᵒᵒᵏˢ ᵘᵖ ᵃᵖᵖʳᵒᵖʳᶦᵃᵗᵉ ᴹᵃʳᵛᵉˡ ˢᵘᵖᵉʳʰᵉʳᵒ ᵃᵈʲᵉᶜᵗᶦᵛᵉ ᶦⁿ ʰᶦˢ ᵖᵒᶜᵏᵉᵗ ʳᵉᶠᵉʳᵉⁿᶜᵉ*⁾ Totally Awesome @Voovarb linked me to Tank's Good News &amp;amp; it's now at #1 pos in RSS. #ty \n\nhttps://t.co/FoV6ahH4BM","@Voovarb this is an awesome site #ty!","@CMastication @carroll_jono @joranelias IIRC top_n() wasn't around when that ex was put there.","@CMastication @carroll_jono @joranelias I'd replace given this is a modern replacement.","TIL you don't have to interact with @ProjectJupyter in the browser with its (awful to me) inline output of cell evaluations. Importing to @vscode enables collecting output in a \"console\" similar to rmarkdown https://t.co/gxQObWuxTF","@CMastication @carroll_jono @joranelias i gotta say that awk one-liner brought back memories…\n\nthis \"easier\" concept is one reason I 💙 Rosetta Code. \n\nDespite https://t.co/91KFrI3UQE being ++👍🏼 to all the others 😎, 👀 at the diverse ways to solve a similar prblm (&amp;amp; many folks consider the alt language solns \"easy\")","@gshotwell @hspter @csgillespie @hadleywickham @alexpghayes And, that is your opinion.","This is the type of thoughtful, measured &amp;amp; considerate piece we need more of in cybersecurity. Serious 👍🏼 to @KSZ714 // Slow Your Roll Before Disclosing a Security Incident https://t.co/pKY2agJh8Z https://t.co/hymi999Kjz","CBC's RSS feed just noted a 'stabbing rampage' in Cali w/multiple deaths &amp;amp; wounded.\n\nWhat are those \"only good news\" websites again, so I can turn off Twitter, Google News, and RSS for the rest of the day?","@hspter @csgillespie @hadleywickham @alexpghayes I work in cybersecurity. I see heated debates in other forums cause IRL consequences. Most digital. Some…not.","I'm moving to Seattle soon and starting my job search! I'm a data scientist/geographer/statistician who uses GIS/R/Python. Interested in gov, urban planning, non-profit, etc., but open to options! I also💜info design. Would love ideas &amp;amp; pls share! CV: https://t.co/RA4X1sklPi","@hspter @csgillespie @hadleywickham @alexpghayes Pretty sure my opinion still holds, tho. I'm just not a fan of giving air to things that sparked wildfires (the wildfire aftermath in the R world is fairly benign…I get to see the not-so-benign aftermath in other areas given my profession). Again, my opine, not judgment.","@kearneymw y'all can afford couches? ;-)","🚨 State Farm has quietly let customers know that attackers launched a cred stuffing attack against their login forms.\n\nCred stuffing is super easy for attackers &amp;amp; if you expose a login form in *any way*, give the OWASP cred stuffing prevention guide a 👀 https://t.co/eoqA4ufmvV","@romunov @MilesMcBain @matloff @jozefhajnala @MattDowle @hspter @rdpeng purrrfectionists","@joshua_ulrich @csgillespie @hadleywickham @alexpghayes *holds up He-Man Mute Sword*\n\n*starts saying 'I HAVE THE POW…*\n\n*realizes He-Man got his butt kicked quite a bit by a glorified skeleton*\n\n*goes back to writing R code*","A different kind of data set for (perhaps?) a future #rstats #TidyTuesday? Analysing Global CDN Performance https://t.co/bXbZ8iR2QJ (data: https://t.co/V8x1UONnDl).\n\nThe latency measurements makes Cloudflare look good, but just rename the measure to \"tone deaf ms\" and s'all gd.","@csgillespie @hadleywickham @alexpghayes What's somewhat amusing is that my complex &amp;amp; highly tailored mute filters make *most* of the tweets in the context of that subject in the podcast unreadable. And, they've now been further tweaked, so it's unlikely I'll ever need to opine on the topic again.","@csgillespie @hadleywickham @alexpghayes Correct. I mean, folks can podcast what they want to podcast. I'm not the podcast 👮🏼‍♀️. My opinion (which I believe I'm allowed to have?) is that no further [non-]/academic treatment of the, er, (I'll be kind) \"debate\" was warranted, at least from the angle of pointing to the past.","@csgillespie it didn't need to happen","Solid overview of the 👍🏼 work @circl_lu does to advance cybersecurity data science // Open Dataset of Phishing and Tor Hidden Services Screen-captures https://t.co/2Ygs3PJEMz","woke: using a wildcard cert to avoid self-inflicted overt subdomain enumeration\n\nbespoke: also using alt-names in the wildcard cert explicitly telling attackers what your internet-accessible dev, test, &amp;amp; qa FQDNs are.","@carroll_jono do you want just the base (somewhat messy) soundcloud or the one that's a bit tidier?","Every single time I'm on a new $WORK project &amp;amp; pause b/c a little voice says \"that thing you just scrolled past in the data results might be interesting\" &amp;amp; then dig into said thing, ends up being super depressing &amp;amp; further reinforces that the internet is one big dumpster fire.","how well do you think an org that\n\n- is still using IIS 7.0\n- doesn't auto-upgrade HTTP to HTTPS\n- doesn't use any security hdrs in HTTPS sessions\n- allows form login subs on non-HTTPS pages\n- supports Flash\n\nprotects your PII as they pass it on to downstream finserv partners?","@CMastication especially when they're going after child processes","TMW your security software only ends up increasing your attack surface // Fortinet FortiRecorder 2.7.3 Hardcoded Password ≈ Packet Storm https://t.co/8UbT73447e","@awhstin Perhaps:\n\ntheme(https://t.co/SZwZ5Zi8DU.just = \"inconsistent\")\n\nor\n\ntheme(https://t.co/SZwZ5Zi8DU.just = \"inebriated\")\n\n?","\"Go home legends, you're drunk.\" https://t.co/NSug3rANWy","@csgillespie or in a podcast","@abresler @hspter @dataandme @timelyportfolio @jbkunst @jdatap @robert_spalding \"collective\" is code for \"ruling class\"","Is there a \"Best In Snakeoil\" award at BlackHat? I have a nomination","&amp;lt;sarcasm&amp;gt;\n y'know what we needed? folks dredging\n up unhelpful inner-language war battles.\n yep. we def needed that.\n&amp;lt;/sarcasm&amp;gt;","Gotta love? data hiding attempts in online datavis.\n\nWSJ pulled a \"Tableau\" and tossed DOM element axis &amp;amp; legend labels around a static image that in reality should have just been a plain heatmap.\n\n*shakes head in sad confusion* https://t.co/D0QzICEO7T","@Xanlythe You've been working too hard, dude. I already have zero trust in anything Microsoft makes.","Julia does some seriously amazing work.\n\nRe-framing RFCs (and other tech docs) into grok-able pictures / concepts is so helpful when teaching new folks or trying to level up in new areas. https://t.co/4ae4Vn0KbC","This is what I hoped you'd see. https://t.co/PwVaeGFfzY","So Slack has the technical and business acumen to cover up a breach so it won't impact their IPO but still can't provide a \"dark mode\" for their desktop app?","@gisellis Same. One either has to spray donate across the board (defeating the purpose) or choose safety. Even the latter doesn't ensure some disturbed individual isn't going to act. Only recourse is to give a TON of $ (via PAC) or a teensy amt to stay off lists.","@shermstats if I were better at gifs I'd attach one of those \"nope\" gif things :-)","@joshua_ulrich truth :-)","Happening today...\n\n🔵2:20 p.m. Eastern Time\n🔵1:20 p.m. Central Time\n🔵12:20 p.m. Mountain Time\n🔵11:20 a.m. Pacific Time\n🔵10:20 a.m. Alaska Time\n🔵9:20 a.m. Hawaii Time https://t.co/UzWi4N1DS6","A reminder: when companies say they use AI to analyse data, quite often they mean they get humans to do it on dirt cheap wages abroad.","The @Pearson breach has done some far-reaching damage outside of the reported impact to colleges: \n\n- https://t.co/dX4QwDapu8\n\n- https://t.co/gluniJ60rX\n\n- https://t.co/XEqP2oMoIW\n\n- https://t.co/m6ng1SHk5u\n\n(and more)","Before installing/using that app/service/device ask yourself:\n\n\"Am I going to gain more from using this $THING than I'd lose if it was hacked?\"\n\n(b/c it's very likely going to get hacked) 2/2","Periodic reminder that every single app/plugin you install on your phone/tablet/laptop/server increases your attack surface.\n\nSimilarly, every new, fancy online service you subscribe to also increases your attack surface, as does every new \"connected\" thing you install/wear. 1/2","This is a helpful tweet &amp;amp; a responsible way to let folks know that who they support is public info + also where to go if you want to hold local businesses accountable.\n\nHowever, don't threaten/harass/injure fellow humans just b/c you believe your ideology is superior. https://t.co/DHh4vfQdfH","Crowder College was hit with ransomware in July. The attack impacted enrollment procedures. (not linking to @KSNLocalNews article b/c of reader-hostile, in-your-face video autoplay w/🔊, but click their handle to go to the site if you can stomach autoplay to support local news) https://t.co/dykryTbW4B","@JennyBryan unless it's for another type of project, {rgeolocate} has a maxmind() ƒ that uses the mmdb c-lib. https://t.co/49sbTHcf9v","@alistaire @yoniceedee @ErrataRob Hope you can sleep well when the angry mobs injure someone as a result of this social malfeasance.","@yoniceedee @ErrataRob (it doesn't help the person who gets killed b/c of his lack of thoroughness/completeness or deliberate malfeasance…and i wld place part of the blame on him if it happens)","@yoniceedee @ErrataRob And, in closing, I found all of Rob's (likely folks with his name but him, too) donations that he makes to gain intel on campaign practices. Took 2s. There's no need for a Twitter or FB thread of shame.","@yoniceedee @ErrataRob I don't care if it's a politician or a super hot cool silicon valley developer, too. What if one of the names was wrong on Castro?'s tweet? What if the new donor bot picks up an errant entry due to API/scraping issues? Who will arbitrate the posts? You?","@yoniceedee @ErrataRob Nay.\n\nAnd, if it's not OK for 🍊 to be a bully, I'm not sure why it's suddenly OK for folks who oppose him to be. I know you don't see it that way (which is fair since it's your interpretation). I'm also not sure why we shld believe a bot or a random post w/names on it.","You guys. \n\nThis is a bad tweet. \n\nFactually correct, contextually bankrupt. https://t.co/ulXouK1X8E","Here it is.\n\nThe CSS only game that no one asked for and absolutely no one wanted...\n\nLitter your lawn with 30-50 feral hogs while your small kids play.\n\nDon't accidentally shoot your kids.\n\nhttps://t.co/MuvKv8498B\n\n(I'm sorry I couldn't help myself) https://t.co/4IGznkRnQb","@yoniceedee @ErrataRob I guess I just care more abt ppls individual safety than you do. (not judging, just making an observation)\n\ni work in a profession where i see the harm done to ppl nearly every day from practices like that thread/bot.","@yoniceedee @ErrataRob This seems to be a rly good search interface to me. https://t.co/tN3ko9Rn1i","@yoniceedee @ErrataRob It's not protected from view, tho. It's there. Singling out any non-public figure in social media in these dark times is supporting mob rule.\n\nDonate !== support, too. Many (many) US companies pressure folks to donate to support their agenda (dirty enterprise secret).","@yoniceedee @ErrataRob Also, I'd wager (even before that insane donor list reply thread) that some $ that 80% of the US public has no idea that their donations are on record. There's no excuse for said ignorance, but I'd rather see folks link to the FEC site/list directly since it'll inform &amp;amp; educate.","@yoniceedee @ErrataRob Yes, the list is already public info, but the average donor is not \"a public figure\". Doing what the dude in the thread did or what the idiot who made the new 🍊 donor bot did is going to put avg ppl in harm's way since the mob is too daft to read a list but can react to a tweet.","@StefanieButland @tylerrinker @rOpenSci @slothsonian the SO answer is def the way to go (i.e. use js to perform DOM manipulation). Need to delete/hide/move vis JS since most everything is coalescing around WebDriver capabilities now (https://t.co/M8a5Zfojqt).","Starting tomorrow, vendors will be competing for security $$ at one of the biggest events of the year. They'll make promises about efficacy. I'll give them the benefit of the doubt on their claims. But before saying \"ooh, shiny, I NEED one of those\" ask yourself some questions 1/","Doxxing crosses a line, even if what you are doing is publishing what's already public. It's done to intimidate, harass, and threaten. Sure, public figures is one thing, but these are private citizens simply exercising their constitutional rights. https://t.co/ukJIvkM46r","@Voovarb Great suggestions in this thread, but I'd add: Don't worry too much. I think analysis and traditional software are different enough to be weary of shoehorning them both into git without consideration of the differences.","#TheExpanse wouldn’t be where we are without our fans. As a humble thanks, we brought some #ScreamingFirehawks out to the Season 4 set. We hope this visit was as special for them as it was for us. https://t.co/RlK5HbZy6e","many, many infosec folks need to put this on a sticky note next to their monitors / hoodie rack. https://t.co/hOcPFn5n2K","Anyone aware of literature about color keys, symbol keys and chart legends in general? Looking for scientific literature on typology and effectiveness, but Pinterest boards would already be a good start","It's August, and where is Everyone? Vegas in Defcon/BlackHat.\nJoin the celebration with promo-code SUMMERHACKERSCHOOL 50% off for 1 Year. \nhttps://t.co/lXaoqipOg7 - What is your organization exposing? #DEFCON27","@GossiTheDog At least it wasn't Magecart (again)? #brightside?","@ra6bit I'd ask how to clear the 30-50 rural Muricans that randomly cross the path of the yard within 3-5 minutes while my small kids play but all one has to do is show them physical, non-picture books w/words &amp;amp; legit facts &amp;amp; they run screaming back into ignorance all on their own.","Seriously cool find. (The triage skills wld be very welcome in infosec esp given the workforce shortage).\n\nSeriously 👍🏼 write up. https://t.co/JgNJYFnqp6","NPR \"news\" is turning into some kind of joke of an AM broadcast show cum podcast b/c the emerging generation of listeners has no attention span nor can focus on serious issues long enough to care. Rly glad I'm not locked into FM broadcast content anymore. https://t.co/qbGudX9RqU","@MattOldach or just a table, then.\n\nI'm still firmly in Team NeverPie.","How to make Square (Pie) Charts for Infographics in R · Programming with R https://t.co/wUiIPEImwg #rstats https://t.co/WRXvxDG7Ee","100% agree. \n\n100% non-optimistic neither said rockstars (and there are plenty of them) nor their groupies (what are we in infosec, hormonal 12yo's?) are going to do anything about it (b/c they should). https://t.co/JZMhv2LzUs","New router results! \n\"@ConsumerReports has been publishing router ratings for years, but we've now made the tests tougher, screening for approximately 60 different indicators of good security and privacy practices\" under our #digitalstandard framework. https://t.co/OM5nT6NJfJ","@frod_san @noamross @rOpenSci +💯\n\nA mental TODO I have for additional safety checks is to add in a report of what R code is in .onLoad and .onAttach and also what active bindings exist (which mask code execution).","A prototype of 'safe_install_github' https://t.co/yxP7L1HS85\n\n(basically a wrapper of @rOpenSci's defender &amp;amp; remotes::install_github to run some checks before installing) \n#rstats https://t.co/7Am0Mc0BTW","New 📦{helpdesk}: a simple API to query URL links embedded in DESCRPITION files of the installed.packages and return a search enabled DT with active links of the relevant URLs. 🔗 https://t.co/rKgcdFcklg #rstats https://t.co/LvT8WCN9FE","Please RT! I'm looking for a postdoc researcher with computational, statistical and/or machine learning skills to test frameworks for predicting migration in animals and humans (using ant colonies as lab models). More info at https://t.co/Qf8lYCnaZY #phdjobs #collectivebehavior","Our internal exploit for CVE-2019-0708 (BlueKeep) dubbed 'MagicHotDog' got released to our consultants yesterday.. more to follow. https://t.co/gN2n2XIXbi","@dataandme @peterlovesdata if more than one TOS-ish doc on the site has scraping stuff it uses the {flexdashboard} tabset feature to display all in same doc.","@dataandme @peterlovesdata just needs a bit of rounding out incl extended heuristics for TOS links &amp;amp; possible scraping text terms.","@dataandme @peterlovesdata a rly coarse stab at a \"TOS Finder\" with link at top to first occurrence w/basic highlighting of text area where \"scraping-things\" may be ref'd (but all possible areas are highlighted) https://t.co/PasPtGvdBC https://t.co/LD8Av00uqc","#rstats @Rstudio users on macOS have almost no idea just how much pain the team going through b/c of Apple's new Vista^wCatalina hoops. They're doing some amazing digging &amp;amp; I'm hopeful, but if notarization is not possible it's def not their fault.","I was physically unable to restraint myself from blogging about the 30-50 feral hogs https://t.co/maslHrklGx","Well-deserved time off for the volunteers that curate one of the only modern community package ecosystems with any semblance of safety. #rstats https://t.co/zyxN6WeW3Q","Have an #rstats package to submit? Take note that CRAN's incoming queue will be closed from Aug 09 to Aug 18 for maintenance and vacations. https://t.co/GTYUKKc3rk","Astounded that the equiv to Apple fanbois on the MSFT side are drooling over a **Terminal** update that — in reality — only means that MSFT's been behind the curve for DECADES on fundamental interface tech &amp;amp; they've just \"lived with it\". There has to be a medical term for that.","Rafael rocks our web tracking system to overcome data loss due to ad blockers with minimum effort using AWS stack. https://t.co/F907UsWgsE","Media &amp;amp; activists are falling for the myriad of calculated distraction grenades `45 tossed yesterday/today, aiding &amp;amp; abetting the effort to ensure nothing's going to change.","Well, REDACTED.\n\nI rly 💙ed @ApacheDrill.\n\nHPE either maims or kills everything it touches.\n\nhttps://t.co/iUrnrQoP42","Finally caught the seriously well-orchestrated symmetry of the crew disembarking in solitude, each gaining independent ships, and final reunification in Nemesis Games.","One view on the DNC's September debate requirements: https://t.co/pgznGXoQsd https://t.co/1v497PeNM1","@Andrew___Morris (and paint remover)","Two weeks ago, with the help of Egyptologist @drserenalove and Microbiologist @rbowman1234, I went to Boston’s MFA and @Harvard’s @peabodymuseum to attempt collecting 4,500 year old yeast from Ancient Egyptian pottery. Today, I baked with some of it... https://t.co/143aKe6M3b","Everything Cloud Flare said about 8chan just now, they knew yesterday, and this morning, when they gave reasons they were keeping them on the service. They knew after Christchurch. They knew after Tree of Life.","i dunno, was it ever true? i got into security because an online harm became a real harm and that was back in the 90s https://t.co/TjNLxMiNZ6","SSRF combined with excessive WAF server privileges to stored PII is likely contender for Capital One breach. Are you testing for SSRF and following the principle of least privilege on your public cloud infrastructure? https://t.co/bfdx6zJ4tp","I analyzed the Black Hat USA Business Hall again. Highlights for 2019:\n♻️ 67% of 2018’s exhibitors came back\n🍼 Early-stage startups represent 61% of VC-backed vendors\n💸 The average VC cash raised by vendors increased 89%\n\nRead the full analysis: https://t.co/DoyAlWEw3A","“People with targets and jobs dependent upon meeting them will probably meet the targets - even if they have to destroy the enterprise to do it.” ~W. Edwards Deming","Hunting for network bridges with Rumble Network Discovery: https://t.co/lnAhNaL6Hq https://t.co/ozvotJ4eCh","@TheRealJimShady Also @jimhester_'s {archive} package.","@thomasp85 Didn't someone suggest that you do that?\n\n*ducks*","@hrbrmstr @JennyBryan @dirk_sch Example of {gistr} + {carbonate} workflow. https://t.co/LG0D3375r6","@hrbrmstr @ChristineIyer @rstatstweet @rstudio @rstudiotips There are also packages that can help you check whether or not a site allows this type of thing. See, for example, some of the resources in @dmi3k's presentation on his {polite} package from useR! 2019\nhttps://t.co/FWnxDfYdMn https://t.co/tFLTQN25iJ","@dataandme @hrbrmstr @ChristineIyer @rstatstweet @rstudio @rstudiotips Or in more details here: https://t.co/xetPhAETl2","@yoniceedee @AllenDowney It helps them build a better mental model of what's going on (which is what they're creating in their heads as you go through your presentation) and builds up more trust &amp;amp; shows you respect them.\n\nHiding things (like others suggested) is a sign of disrespect.","@yoniceedee @AllenDowney …to convey? If it is, then you need to plan to take time to explain this and I'd start with a histogram of the actual data and let them know that you used that to create a mathematical model of the whole distribution and then show the density plot…","@yoniceedee @AllenDowney …great way to continue that trend is to hide something we generally tell ppl not to &amp;amp; talk past it which comes across as \"we're smarter than you, trust us\".\n\nI think context matters when it comes to displaying a density plot. Is the actual distribution something you're trying…","@yoniceedee @AllenDowney Cpl things:\n\nSaw in the thread the use of 'likelihood' and that's def a gd word but it tends to only \"work\" for an audience who has seen density plots before.\n\nAlso saw in the thread \"drop the Y labels and ticks\". O_O Scientists are already distrusted by the general population…","@ChristineIyer @rstatstweet @rstudio @rstudiotips @dataandme Also: it's a violation of ToS &amp;amp; they have a robots.txt rule prohibiting it.\n\nEthics matter. Please don't do something just b/c you technically can. https://t.co/1jmO5RQfJD","“In much the same way the DEF CON WiFi is protected against impersonation, the mobile network isn’t.” https://t.co/InZZaD3tGZ","@thejedi Suddenly came over all peckish?","(my rephrasing)\n\nStop by the booth! \n\n📷a pic!! (Extra credit if it includes our research!) \n\nEngage w/folks who appear to be new/disenfranchised/nervous/alone.\n\nFind a mentor/mentee.\n\nEat &amp;amp; drink responsibly.\n\nGet some rest (we all have a finite # of weeks on this 🌍).\n\nBe kind. https://t.co/uDunrZh3xm","@JennyBryan @dirk_sch Give @yoniceedee's {carbonate} a try! https://t.co/8ThUdcxe56 #rstats","@neiltyson Perhaps stick to the shilling the stars since communicating facts via statistics seem to be problematic for you.","Breaking Down the Chrome Web Store https://t.co/nHooHXX2UI","Better title: \"This is why we can't have nice[ly rendered] things.\" // Modern text rendering with Linux: Overview https://t.co/876PWP4TQ9 (cc: @thomasp85)","Add in \"destroying the fundamental working/purpose of the internet\" and, ++ wld RT again. https://t.co/PntngaTqu2","@troutman @dsmcf @Githur @ladysigny @CircuitSwan @coolacid @joshcorman @dcskytalks @3ncr1pt3d @_odddie_ @dntlookbehindu Well earned/deserved.","Hey- \n\nVegas is three events out of hundreds, it is expensive : you don’t have to be there to succeed, to matter or to be doing good work. 💫\n\nDon’t worry, keep doing your thing. \n\nThe talks are all online, the resources /people too, the noise is just a ludicrous display 😉","@paperghost New followers of Keith… much like The Doctor, whom he *also* tweets about incessantly, he fibs a bit.","It's rly rly hard not to just call the folks who submit photos to things like this \"completely daft individuals\". Nobody seems to learn any lessons (likely b/c the impact is neither immediate or overt). https://t.co/UAw6LU1sU0","@f_dion @mleaustin I guess we're going to just have to disagree since I posit that the problem isn't \"data\" it's researcher and discipline \"maturity\". That, and cybersecurity is kind of still at the \"bad joke\" stage (akin to what traveling magical elixir doctors of old are to biotech, now).","@pdalgd (asking b/c I'm not versed in what goes on behind the scenes in building official R for macOS … I can post this to a mailing list if that'd be a better place) will there be notarized versions of R binaries &amp;amp; R GUI at some point?","The American response will be to leave the guns and increase surveillance &amp;amp; limit Liberty. Because the right in the US has coalesced around the idea that the only measure of liberty that matters is guns. So we will get guns. Liberty will die but white men will have black guns. https://t.co/Sm1SpImvDJ","@f_dion @mleaustin I respectfully disagree. We have tons of diverse data now. My former self is super jealous of my current self. If an organization does not \"have data\" it means they don't take safety seriously.","One thing I miss about working on non-security related data problems (user research, etc.) is the body of research available and number of people working on those problems.","@_cingraham I’d like more analysis of why our lawmakers aren’t taking action - I find it hard to buy that it’s NRA money explaining it all.","We need more of this and fewer internet-enabled hairbrushes. https://t.co/UH4PF1G9u0","git repos are up (all the usual suspects including https://t.co/FjdXuvI2qi) with data &amp;amp; sample code. \n\nI wonder what @stiles thinks of LA County potentially losing ~$707,600 in wages b/c of Lowe's greedy move? https://t.co/3XnMMfHUY3","Once more, you don't even need a basemap (kept to lower 48 for quick/simple) to see \"America\" in the notice of mass layoffs @ Lowe's.\n\nData journalists (et al) can get the geocoded store list here: https://t.co/Yex3iPeDFE &amp;amp; I'll have it public git repos ~morrow. https://t.co/jlf1yJEWxC","@_pablobianchi @TomyTrato @Yorkenomics \nestá hecho con #rstats, #ggplot y el excelente hrbrthemes de @hrbrmstr \n\nVa ejemplo reproducible en https://t.co/b9E27LlQmh https://t.co/T3o7LTzeD6","@nerskin95 @UMaine It’s completely useless. @UMaine should be ashamed of the existence and refund all previous runs of it with this professor.","@hrbrmstr the src of this article is an #rstats project. Very cool @manifesto_proj! https://t.co/4ezRp4U67a 🔗 📦 https://t.co/T5h18Ql8vA","I have and will have zero use for this #rstats pkg, but — I mean — {whoa} https://t.co/eHsaPQObvQ","@nmeyersohn @themba Auto layoffs wld be more centralized &amp;amp; are, generally, much higher paying jobs. These are $13-18/hr jobs dispersed across many, many stores. Media wld also have to do, y'know, actual work to compute relative impact per region for 1-3ish lost jobs per store. Easier to ignore.","I think I'd like to work for a wretched copyright enforcement corporation for abt ~5 minutes just so I could legit say: \"I can't fight pirates without coffee.\" (then quit, obviously).","@ra6bit (51.5)","@UMaine If your offspring is attending or considering attending @UMaine do NOT let them take any online, summer programming courses there. It's a 100% complete waste of time and money.","Apart from `cin` &amp;amp; `cout` there's been ZERO C++ taught in #3's Week *11* C++ course so far. I'm srsly thinking of filing the equiv of a malpractice suit against @UMaine for the money &amp;amp; time he's/we've wasted on this course.\n\nI've taught #3 more C++ than the instructor at this pt.","Lawsuit filed against GitHub in wake of Capital One data breach https://t.co/mMXkKtSO4R https://t.co/X00TTlyqJ9","Tis a pretty magical feature. https://t.co/S0PCZqqWzX","@thevowel #jobsecurity","@tjdashin https://t.co/Jae8isWnSN","@tjdashin I’ll blog some other, much better ways to map BLE. It is/going to be a privacy disaster. Folks rly need to not use personal info to identity their gadgets. A large % of BLE devices have rly poor safety controls.","@tjdashin LightBlue® Explorer by Punch Through https://t.co/xahtfqt1Xe","Julia is one of *four* folks in range of this car who use Bose soundlink. Guess folks prefer brand signaling over quality. https://t.co/xrBbbq8YUH","Also 3 ppl in this car with Tile tags on their keys or bag (this is one). https://t.co/xNkLnHZK8O","Does the Fitbit Alta hr rly let anyone in range talk to it? #trainblescanning https://t.co/e4uZ1EY6Ou","Announcing RSQLite 2.1.2, mostly small fixes plus SQLite 3.29.0 which brings window functions. Now group_by() %&amp;gt;% mutate() work for SQLite in dbplyr! https://t.co/OrzDpVJ7G0","@gepeto42 Wld serve y’all vacationers right if so 😛","Track \"BlueKeep\" scanning and exploitation in the wild with the following GNQL query:\n\n\"Bluekeep -classification:benign -tor\"\n\nhttps://t.co/jAgWouj9JG","@gshotwell @nick_pelikan R-hub builders are on github too https://t.co/Co0hGtPw8M","@gshotwell @nick_pelikan I’d be super reticent to trust public Travis, appveyor or winbuilder for internally developed pkgs tho","@gshotwell @nick_pelikan Docket for Linux; parallels for old macos: winbuilder for Windows (they will do oldrel, rel, and devel)","Who is scanning the Internet? What are they looking for? How aggressive are they? Are they Malicious?\nOur Honeypots are listening and tagging each Event to help you filter out the noise. Sign-up with a Free Account and check: https://t.co/9htG2uFpsK \n#bluekeep #honeypots https://t.co/fNByKzsPAY","O_O https://t.co/EWC9xrIr76","@allanfriedman @brysonbort @LawyerLiz @SecEvangelism @BSidesLV can-do (at a con tdy and travel tomorrow but i'll likely thread a response to that very well framed question/points)","@allanfriedman @brysonbort @LawyerLiz @SecEvangelism @BSidesLV aye. #ty","🚨#rstats / #datasci peeps who are getting ready for back to school =&amp;gt; watch for phishing attacks &amp;amp; change creds everywhere if you still reuse creds // Pearson data breach impacts thousands of university accounts https://t.co/HosOJ2xlGQ","@allanfriedman @brysonbort @LawyerLiz @SecEvangelism @BSidesLV Recorded? Rly curious as to how \"worse\" will be defined/used during session. One thing some folks (in general, not necessarily in this talk) don't grok is the massive amount of inventory attackers have gained/do gain by scanning for vulns that aren't being (visibly) exploited.","@cantabile https://t.co/7smaVoNtkh might be a useful scaffold if you like ripgrep (I need to extend this to make the filenames and source lines clickable to open in RStudio). https://t.co/4wQMxxrqJT","@Svetlana_IPv4 https://t.co/KmdTKH8MB4","Now @svetlana_ipv4 from Addrex is answering the question \"Do companies buy IPv4 numbers to avoid transitioning to IPv6?\". \n\nTis a fascinating data-driven talk. Def hit the live stream. https://t.co/TyxpX8KYAO https://t.co/2H6nv0vTlm","This is chock full of seriously 👍🏼 fundamentals esp for folks not immersed in how this \"internet peering\" works. Def watch the live stream or view the recorded version if you are weak in this area. Def great info.","Next up @ NEPF is Susan Forney from Hurricane Electric talking abt the economics of peering.\n\nLivestream: https://t.co/TyxpX8KYAO https://t.co/ca5vsrjgVY","@nwe23 @fdmts \"Stay tuned!\" as we're leveling up our v6 capability (have been at the mercy of our providers on this) and will publish this when we have a sufficient corpus.\n\nDef poke/pingback to research@rapid7.com (or here) if you think you're hearing crickets (we're spinning many plates atm)","@benryall https://t.co/agECbDEo2x","FB is kinda horrible in every way except for some of the amazing (non-creepy) tech that's come from internal teams. Am 👀&amp;amp;👂🏼a phenomenal talk @ NEPF 2019 by @benryall on how they do massive scale DR (incl/obvsly incl network) &amp;amp; I wish every enterprise BCDR team could see this.","@mmparker @hadleywickham Tho it’s likely unrelated if you open an issue on {sergeant} it wld help triage and capture info. I break Athena weekly so can likely help.","@awhstin @kyle_e_walker tbh, your post inspired me to level up my already painful wordplay game a bit :-)","In this episode I use the A+ tidycensus #rstats package to examine housing costs along with income data AND stretch wordplay as far as it will go. Burden of roof: revisiting housing costs with tidycensus. https://t.co/gDVlOb9N9H https://t.co/i3gxzz6C8G","https://t.co/h4dmQH61ye is currently not accepting archiving requests, so it's disabled in ArchiveNow. However, you still can use ArchiveNow to save web pages in other web archives:\n@internetarchive \n@archiveis\n@permacc\nhttps://t.co/08q5YwreRP.\n\n@WebSciDL\nhttps://t.co/ZRCTy8AxDt","Make sure to turn this off ~11-noon-ish, tho. https://t.co/uqxWudgEpy","@dgbuckler @cantabile @WeAreRLadies @PennMUSA you can also — via cmdline ripgrep — keep a directory of \"loose\" R scripts and\n\n$ rg -itr \"whatev\"\n\nat top-level and get super fast access to the source R script some piece of matching code exists in","@dgbuckler @cantabile @WeAreRLadies @PennMUSA (a) write a pkg (or three)\n(b) use RStudio Snippets\n(c) local @srcgraph","There are only a few ppl who can convince me to get me on an early train to (ugh) Boston. @troutman is one of them.","Overall, I'm rly glad the \"you must be this tall to ride\" bar is higher for the slightly less fake debates in the Fall and hope NYTimes, Bloomberg, WaPo, et. al. continue to do the same valiant job collecting this data for us.","Also, as especially demonstrated last night, how long one spent talking ≠ \"stood out in a good way\". Biden was a super weak debater and the more he talked the less he stood out as someone who could challenge the incumbent.\n\nNot to mention the website-not-website faux pas.","Media \"anointing\" is only one factor in the talking length. The debate rules required giving time to candidates who were directly name-challenged by other candidates.\n\nI'm not sure the bottom ½ used/understood that rule well. The top ½ did, avoiding giving time to bottom ½.","Hadn't seen an outlet in my RSS feeds do this so here are the combined talking times from both June &amp;amp; July debates excluding candidates who weren't in both.\n\nWill be updating the `debates2019` dataset in {ggchicklet} with the July data sometime next week. https://t.co/NQT3EM1TQz","If you like rounded segmented column charts, I strongly recommend the {ggchicklet} #rstats📦by @hrbrmstr. I used it to create this chart for my first blog post and to be honest, I think it looks pretty good ☺️ https://t.co/kCYaAqQhgt https://t.co/gIdh2kj2TR","We’re live tonorrow morning 0800 Boston, USA with #RPKI trainibg here https://t.co/S8ZbwxSgL8 #DoItForUptime #DoItForJob","Goal for 2020: deliver a cybersecurity or datasci presentation in 100% Belter patois. Kowltim vedi fong bap unte kuwang. Depelésh imim ge to.","@themba pi-hole is pretty cheap and works super well.\n\nalso recommend provider router in bridge mode and get a ubiquitui security gateway as rtr","@Xanlythe Why not both?","@stiles @elisewho dying to ask you how the training was today but know you likely can't reply on twitter :-)","Rly looking fwd to attending and speaking at this Friday. I've learned a ton at every one of these. Great event (Jim's not too bad, too :-) https://t.co/0uExxDVFvO","great data. great APIs. great humans behind the service. https://t.co/dv04kXf9Pi","Fresh on CRAN's servers this morning - @Branson_Fox and I have a new #rstats package {censusxy} out for batch geocoding US street addresses using the @uscensusbureau's API! \n\nAll the details are here - https://t.co/dtEFN5XHKn https://t.co/56C0kiRzS6","One of the quickest yet mundane-task-helpfulest things I have done recently is write helper functions for \"boilerplate\" git repo pkg READMEs. \n\nhrbrpkghelpr::stinking_badges(zenodo = \"10.5281/3357770\")\n\ndoes active inspection for various things and auto-makes this. https://t.co/bsSlriUX6p","This is both depressing and amazing https://t.co/bp5xUfbids https://t.co/tbglhsGBUD","@AlexandreSieira It's mostly Vegas but also lots wrong with hacker cons like these in general. We def will meet again.","@jradcliffe02 @gepeto42 \"solution\"? Banners for exposed vxworks services incl version #'s. the urg11 thing impacts 6.5+ (up to the patch). The VM team is working on a specific poker for this one tho (in case banner version is suppressed). img is fingerprinted FTP exposure (old vrsns have other issues) https://t.co/KjMUlcqp9A","@AlexandreSieira Good gracious, no. I work for a living :-)","already started playing with this in the context of our MDR ATT&amp;amp;CK-codified events with my nascent {attckr} pkg and am thinking this is going to be a super cool pkg to use with attacker action data. https://t.co/UA0huxvwHr","If you're stuck wasting your time in Vegas on silly cons reclaim some of your precious time and talk to this gentleman. Brilliant. Humble. Capable. Honest. You won't regret engaging with him. https://t.co/6tUwHfxUxQ","Please name and shame. This is one more entry in this year's robust catalogue of garbage cyber data science. https://t.co/HV4MqWnWsg","“I’m normally a worrier, but this is next-level stuff.” The American middle class is falling deeper into debt to maintain a middle-class lifestyle. https://t.co/3iBiL9DXop https://t.co/Hf0IS0CUWP","@gepeto42 yeah, that's a gd q (there are some other services running that have me believing that a chunk are home systems/SOHO router entry points and other profiles that def are honeypots, but the honeypot #'s are a tiny %)","Across all the BlueKeep vulnerable nodes, some systems are running many other services. The top 4 co-occurring services are going to be no surprise but I was dismayed to see Telnet in here. https://t.co/6x8V0RjbWg","🚨There is really no excuse to be running BlueKeep vulnerable RDP in major ISPs &amp;amp; esp major cloud providers. over ~400K (~46%) of the ~890K vulnerable systems in these providers.\n\nFor the love of Henry, update your images &amp;amp; if possible shut down RDP. https://t.co/4kSxjIXkKs","With a major #ty to @binaryedgeio @Balgan, here's a 🚨 PSA to GET YOUR REDACTED RDP SERVERS OFF THE INTERNET.\n\nThere are ~5m RDP systems out there and it seems ~17.5% are vulnerable to BlueKeep.\n\nThese will get burned in the not too distant future. https://t.co/NCURqpcCnW","@jessenleon It's real name is Catalina.\n\nIt's behaving quite a bit like (perhaps, even worse than) Windows Vista did/does, tho.","macOS Vista 10.15 beta 5 overwrote /etc/hosts *again*","@JJT @thomasp85 we shld add this as an new packing algo to the ggplot2 graph-oriented pkgs","If anyone knows someone on @WindRiver's infosec team pls let @infosecjen know. It's important. https://t.co/PqDspwbzQt","@binaryedgeio quite the spiffy Enterprise API you have there. Am making solid progress on a PR for {binaryedge} for it.","macOS Vista 10.15 Beta 3 actually installed in one try (20 tries for b4). Greeted with an incompatibility between latest Vista Mail app and GPG mail plugin. I feel so sorry for macOS users in the fall when this is GA &amp;amp; ultimately forced on them.","@GossiTheDog heh. not sure bout that tho given the recent 2x hit that health care place had within 2 months (same type of attack — Jun/Jul)","@nj_tierney @dataandme @xieyihui Mara's ability to distill, optimize, annotate, and communicate information is nigh unparalleled.","You know you want it already so give us your thumbs: https://t.co/A1x3AInj4s #rstats 👍👍👍","@Balgan @Andrew___Morris @msuiche @GreyNoiseIO Matt: use both (if your org can afford it). These are two phenomenal research partners &amp;amp; have uniquely great data/services each (and I/we don't sell feeds nor do I/we get kickbacks/etc so I have no stake in this besides wanting all orgs to be safer).","The public @GreyNoiseIO API docs suck ass. They've sucked ass for over a year now. As such, we completely rebuilt our API and have gutted our docs to include new functionality, code examples in ~5 languages, OpenAPI specs, and better client library support. They'll be live soon. https://t.co/QJTfW1Xy38","At what point do phishing-based BEC &amp;amp; ransomware become important enough threats to actually get folks to do something about it? // North Carolina county falls for BEC scam, to the tune of $1,728,083 https://t.co/9nvglpmtlX","Better lede wld be:\n\n\"Cisco was fined 0.01% of 2018 ann. revenue (or 0.2% of Q4 2018 net inc.) for srsly deplorable actions &amp;amp; will result in no meaningful changes in behavior. Said fine is also *$12.68M less* than their CEO's 2018 compensation pkg. He cld write a check for it.\" https://t.co/QEaPvxCpm8","Some of the sites at the domains aren't malicious (some are, in fact, quite clever) but it's not worth the risk IMO.","I didn't stay up late enough but a helpful Twitter pal (not sure if they want an overt h/t since it was a DM) noted it then I saw all the news refs to it and felt compelled to check.","🚨 U.S. folks : A major (tech knowledge bereft) Democratic candidate for POTUS told you to \"go to\" a thing that was actually an SMS #.\n\nJust checked &amp;amp; MANY ppl registered \"Joe 30330\"-ish domains immediately after. DO NOT go to them. They aren't legit &amp;amp; some are likely malicious.","#rstats C++ (using https://t.co/UxcM4MUbHW)-backed {tdigest} package for computing quantiles via @ted_dunning (et al)'s t-Digest algo is now on CRAN after a marathon of a submission: https://t.co/89l1JlJ5Ts\n\nMore info:\n\n- https://t.co/r2LgasdSkN\n- https://t.co/Gdbja8vZk1","I'm hiring on my team @rapid7. If you're looking for a unique way to use your diverse security experiences as an extension of multiple customers security teams, let me know. I'll be at #BlackHat2019 #DEFCON27 next week and we can have an informal chat! #infosecjobs","The #TDF2019 riders cycled 3,480 km over three weeks. Despite the distance and the time spent in the saddle, Egan Bernal won by 1 minute 11 seconds. \nWe look at how fiercely contested the yellow jersey is: https://t.co/xhIvgG0A3Z https://t.co/XuZzUtflvL","@yoniceedee \"No one listens to Zathras.\" \n\nhttps://t.co/uEyxp18E5A","Speaker time/topic for both nights. \n\nCNN didn't even try to have parity of any kind.\n\nExactly how was this a valid public service to voters? https://t.co/yzEpnzMFfb","@Balgan @todb @hdmoore @riskybusiness on the docket for today's investigations along with finishing a certain API pkg :-)","@todb @hdmoore @riskybusiness Rumble is magical. Tis one of the very few infosec tool/service developments that keeps giving me optimism that we're within arm's length of leveling up defenders' ability to herd IT cats.","For any R folks playing along at home with the code from last night, just change 30 to 31 (if you haven't already) and stuff \"just works\". Tapping out again. I hope some outlet who can actually run debates does a better job with the thinned out cabal in the fall.","@LisaDNews @kairyssdal https://t.co/shgTEeHhIu","Given just how disproportionate the time allotment has been, Booker, Inslee, Gabbard, and Yang shld — together — walk off the stage in protest.","We're live tracking everything being said in tonight's debate. Follow along here: https://t.co/FSaxTSApGd","pretty clear who the media is anointing tonight https://t.co/E1vOFzJJN8","@MilesMcBain @rstudio @jcheng @winston_chang I'm not going to continue in the discussion beyond this: I've been in GIANT commercial orgs before. When you've already taken a few salvos b/c of interpreted behavior it's usually best to get ahead of potential future issues (like this). {crrri} was big at UseR2019. Done replying","@yoniceedee @MilesMcBain @rstudio Like I said, I choose words carefully.","@_odddie_ @pcmatic_ @GarWarner @pcmatic Is there real data somewhere vs points on a map?","@MilesMcBain @rstudio {decapitated} cld do that pretty easily. In fact, {decapitated} + some {magick} cld capture most anything. But I'm going to give RStudio the benefit of the doubt on this one. Noting that I choose words pretty carefully.","Good gracious don't give this internet choke hold any more money or any reward for what they do // Cloudflare Said To Pursue September IPO, We Say Heck Yes https://t.co/3TVXRItDPk","@kwbroman https://t.co/7DMMPxeZNg via @Voovarb. I can slice out what I use for work pres when I know they'll be projected vs webcast. 24-26 title cascading down to min-16 for all other text. Lately I've had to also write a \"white out\" function so translators can manually overlay text.","@itszach_io I am one of the insane folks who uses a coding font with ligatures","@visualisingdata What, you've never heard of the parenbrace construct? ;-)","@dataandme glad it was on the other side; not glad it happened at all tho. duck and cover, mebbe?","@dataandme static image for those that rightfully don't trust random URLs on the internet. But the live version has actual lightning flashes (at the former strike locations!) https://t.co/gWUcuDKTmJ","@dataandme t-storms coming early here as well. looks like a big line is moving through https://t.co/eOhM5IFk43","@Andrew___Morris That tweet was at 14:44 EDT. You aren't supposed to be kicking back Miller Lite six-packs at 14:44 EDT.","@KGuilaine leftover lamb bolognese with the remainder of the unused gnocchi from yesterday; asparagus; the remainder of the boule from yesterday.","@ra6bit that's a serious oversimplification of the root cause.","Oh…hrm…it wld have been nice to know ahead of time that trying to install this one pkg from the bioconductor ecosystem wld, in fact, seem to install all or most of bioconductor with it. O_o","(and, I it is indeed Alabama vs NY) I had confused it with this other recent Watertown (NY) district attack (two tabs open same time, same site). Waterton's looks to be more just malicious/destructive vs ransom. https://t.co/NpMyTsXxuj","Our site was broken. Looks like it may have been attacked. We're restoring now. If you placed an order within the last 24 hours it may well have been lost. Please forward your orders to info@nostarch.com and we will restore them. Our apologies! @billpollock","@gepeto42 No details (b/c that also seems to be par for the course) so I'm going to beat on patching until I hear otherwise :-)\n\nWith that volume of systems, I do ACK that your posit is prbly more on point.","@Balgan @dabdine More like trust in the indefatigable honor &amp;amp; integrity of @catc0n, @busterbcook &amp;amp; Team Metasploit. They won't me/us near the code :-)","Malware (likely ransomware) took out Houston County (NY) 🏫 district &amp;amp; forced it to *delay opening by two weeks* (now Aug 12). \n\n4,000 computers need to be re-imaged. \n\nParents: don't be shocked if this happens to your district.\n\nNobody seems to patch.\n\nhttps://t.co/hjQ2qXpWVF","C'mon L.A. denizens, y'all've got @stiles on home-turf now, so no excuse not to subscribe to the @latimes anymore. Do you seriously want to be behind NY &amp;amp; DC? I think not. https://t.co/FQJBNXYNrS","\"Statistical Thinking from Scratch\" cld rly use a {tidyverse} edition.","@Garin_Pace @GossiTheDog Ah, yep. That makes tons of sense. Some good general purpose info/rsrcs via @EdOverflow's most excellent repo: https://t.co/A73492eIYI (he's insanely talented in this area) that go even beyond S3.","@Garin_Pace @GossiTheDog Don't get me wrong, there is merit in trying to find things with only external knowledge, but getting a full view of what you have public via cred access paints a complete picture (again, provided no rogue accounts).","@Garin_Pace @GossiTheDog IMO https://t.co/slR5cyngZv wld be a better tool for that (can't believe you made me say something nice abt that glamtacker) since it'll enum your infra b/c it has cred access). This shld be sufficient unless you have rogue AWS org accounts.","Having a universal way to codify and share attacker threat actions is a game changer. https://t.co/USp8XXpufa https://t.co/0i2gWRtJ6U","Since @MITREattack published updates today I refreshed the datasets in the WIP {attckr} pkg to incorporate the updates https://t.co/E4bbsyYHpX","The July ATT&amp;amp;CK release is now live! No changes to techniques today, but we've added 5 new groups and 21 software entries, with updates to 16 groups and 17 software entries. We've also changed how we do mitigations on the site and in STIIX. For details: https://t.co/Q1fQgtUGBb https://t.co/SXJ92QgzII","If you missed this *live* last night, you missed a treat. Seamless blending of data capture &amp;amp; tagging (largely by humans), data engineering, data vis and web dev/publishing by folks with obviously l33t skills. https://t.co/aoATM7LMri","@hadleywickham @rstudio @jcheng and has had a package that's been around alot more than recently (I'm rly trying to grok this w/o judging). PRs are…hard?","@MlleLicious aye. i felt sick after reading the original article.\n\nlegalizing brutality is awful","Just came across the fact that there are U.S. states that still support/encourage corporal punishment in K-12 schools in an article in my RSS feeds.\n\nI'm not rly surprised to see which states still support/encourage it.\n\nNIH has a recent paper on this: https://t.co/uI6yACT9yb https://t.co/VLHKMZOuQO","Early Access Program for tCell: A Cloud WAF and RASP Tool https://t.co/4Pq5GCJ51L","@rstudio Note that ^^ is far from an endorsement of that 📦. Just raising awareness.\n\nFWIW I currently use {crrri} &amp;amp; have no plans on switching.\n\nNot sure this particular problem area needed yet-another implementation.\n\nI sincerely hope this doesn't steamroll over {crrri}'s continued dev.","@kearneymw apologies for sending an offensive @Medium link (the platform is offensive, this content is not) but you might like this https://t.co/pcChQfHn37","I don't know the full underlying facts, but wonder if use of #DMARC by the construction contractor to the North Carolina county would have saved it over $1.5M dollars. The lesson - require the people with whom you contract to deploy DMARC. https://t.co/lFP0kfHGMa","The \"orchestrate Google Chrome\" from #rstats pkgverse almost has enough members to start a band. Say hello to @rstudio's {chromote} https://t.co/o0PyLDtRIy","This may not turn out well.\n\n#HumanAnimalChimera\n https://t.co/rqP5efxyHo","The chicklets are fine and all, but it's hard to see who talked abt what and for how long. Heatmaps are gd at that (the NYTimes has an abbrebiated version). \n\nI'd normally use white for the empty cells, but it rly didn't help show just how lopsided the theatre presentation was. https://t.co/rkM5TaxlSO","I dunno abt y'all , but 7 participants (I mean, rly, \"candidates\" is being generous, no?) rcvd less than 70% of the 🕔 the \"big 2\" did &amp;amp; 3 barely got near (or just past) 50%.\n\nThese debates-not-debates are just theatre, but least there were no commercials on the live stream. https://t.co/59gQ2Gnwa2","@yoniceedee it was different for each https://t.co/ezPPg3538w","No huge changes to the #rstats code from the original chicklet/debate blog post (https://t.co/QiNnG1PwLn) so, here's the updated code (with some changes, including the use of {glue} to add total time labels to the names on the Y axis) vs spam RSS feeds: https://t.co/1L1RgVS3SL https://t.co/5IbLnKRVS1","@rushadFaridi @FunWithData_IO @dataandme the source is up there. you just need to change where it gets the input from and where it puts the output","tapping out. the debate just isn't worth viewing b/c it's not rly a debate.","Accurate (both tweets) https://t.co/ALtI22mUGm","We are choosing the next American commander in chief, not a mayor of some city. The lack of foreign policy questions in the first two hours of debate does voters no favor. We provide a dozen good ones @CFR_org.","This is impressive live transcription to live topic classification to live data vis.\n\nI'm amazed at the talent NYT, Bloomberg, WaPo have on their teams. \n\nJust incredible. https://t.co/QXrBHxXwzu","CNN has chosen Warren and Sanders and the actual debate candidates. They each have nearly 2x as more time than each of the other candidates. \n\nIs letting the media pick the candidates rly the system we want?","If you were trying to play along at home you need to use this new paste: https://t.co/66byslwjXt (it seems some header checks were added)","they nytimes has incredibly smart folks assigned to this debate beat and if *they* can't rly figure out the topic, why are we even having a debate? https://t.co/oAzj0u26rE","I'll tweet the final code out in a follow up post tomorrow. Not going to spam folks with more.\n\nFundamentally, I think what these charts (that the NYTimes created and I just riffed) show that this debate format is unfair and is doing a disservice to American citizens.","@kairyssdal https://t.co/8v0HSKL2Us","@samuelcrane heh. i realized it might cause that for some folks so i saved it out https://t.co/QCNtwB14Ld","it's funny. just realized the live chart I'm re-executing is abt 30s ahead of the CNN live stream https://t.co/0QYwHVsCZ7","I 100% agree with the NYTimes taggers that I never have any idea what Sanders is talking abt https://t.co/ac28L8VGlC","I gotta say, this chart kinda proves there shld be at most 3 (mebbe 4) on stage. https://t.co/9LHmLtCIdu","(i am just a teensy bit shocked this is working btw)","https://t.co/AwGtkbJNwh","updated paste (Comcast is caching the response so had to bust that) https://t.co/zWT3Sd9SMz https://t.co/9Y0K6F17ho","Honestly, this format is a disservice to voters. It's artificial, choppy, inconsistent with coherent ideas, and more theater than debate.","Hey #rstats, play along at home with the NYTimes and live-track the time spent for each debate topic with {ggchicklet} (the data URL is updating in real time, so just re-execute the code block). https://t.co/PSQwOHjoD3 https://t.co/MSvNraXkwI","Amen. \n\nBad television, bad politics, bad all over... https://t.co/Lpz77F7WW7","You can add the #rstats {emailrep} package to the list of implementations (info on which social coding services to get it from via https://t.co/2sBfktBaK5). https://t.co/vYLifIsmAw","Tonight was gnocchi with olive oil, 🥓fat, shallots, garlic, diced Maine 🥓, red pepper, dill and fresh sage with grill-roasted citrus-garlic pork tenderloin. (steamed Maine broccoli was also featured but did not last long enough for a picture) #nom https://t.co/CqD0kvZq9j","We had an intern last year &amp;amp; she was exceptional &amp;amp; accepted an offer &amp;amp; started as a junior data scientist in July. She has no formal infosec background but asks questions like she's been in \"cyber\" for yrs. At the rate she learns, I expect her to take over my job in ~18mos or so.","One of my favorite parts of my job at @rapid7 is helping to produce super-cool research reports like this one. Incredible work to everyone involved. Be sure to check it out! https://t.co/kliaL8YGE9","The 🐱 is out of the 👜! @UMassAmherst @AmherstCollege @hampshirecolg @mtholyoke @smithcollege and @mmdatascience are winning this year's SPAIG award at #JSM2019 for \"for fostering a diverse and inclusive community around #rstats and #datascience...\"!! https://t.co/4bR33tF6sZ","@brycem Well, the only C++ they've used is `cout`, `cin`, &amp;amp; `iostream`. Although they *just* used std::max_element on C arrays (yep, not even std::array).\n\nHe's teaching the course like it's intro to C, but even then, they're this far in &amp;amp; the longest program #3's written is 50 lines.","@racheleadam @tanyacash21 @_odddie_ @RachhLoves I'd def suffer a Boston day trip for this. Prbly be better when it's not 1 billon °F out, tho.","@tanyacash21 @racheleadam @_odddie_ @RachhLoves Director Adam was my Benevolent Taskmaster for all things media/comms-related for a few years. Seriously amazing collaborator.","@racheleadam if you ever poke at healthcare ransomware I know I and @_odddie_ wld :heart: a peek, too (vis trade offer is a standing offer for anything, too)","I wonder if @racheleadam wld let me trade vis for data. This muni-ransomware dataset if super interesting (I realize I have *some* of it but having moar wld be awesome). https://t.co/cUJd0noDtg","@GossiTheDog Was thinking similar earlier today. This \"feels\" like the suspect was watching for patterns of access (URLs and src IPs) and piecing together what wld need to be done to get to it from an outside source. If so, this shld give everyone who uses S3 for sensitive data ++pause.","@brycem You will feel likely feel massive head pain if I tell you. I'll gladly do so but wanted to warn you first :-)","@JJT for here today (sw Maine)\n\ndef crazy temps. https://t.co/bB49qtJYOl","I am really proud of this piece of work! https://t.co/5EVZJeDntr","I joined the Slack group the suspect was part of, found reference to the Capitol One leak and possible breaches at other massive orgs.\n\nThey include one of the world's biggest telecoms companies, an Ohio gov org and a major US university.\n\nThere are also notes on cryptojacking... https://t.co/HnvoQq65Ri","@dataandme i am *so* glad I do not have Twitter notifications enabled on *any* device/app. :-)","Given the shenanigans they pulled re: timing of their recent breach announcement, this ends up being justice served (for a bit, anyway) IMO. // Slack's 64-Minute Outage Enrages Users, Ignites $550 Million Stock Plunge https://t.co/rjWtpAbC93 https://t.co/crLPAA8tPM","We infosec know-it-all's rarely point out when good things happen. @buffer sent this out to users today. It was:\n\n- clear\n- concise\n- proactive\n- thoughtful, and\n- timely\n\nIt'd be great if more orgs followed this example. https://t.co/7i0HaqiOdm","@Infosecjen @todb @rapid7 on a completely different topic, if I were British, what would be the quintessential way to complain abt the situation depicted in the attached image (ref: work convo the other day) https://t.co/i0LLVToxy4","So very, very excited to share this story on @rapid7's latest research report. Incredible work by the research team and fantastic reporting by @latams. Check it out! https://t.co/aMzWw1gPPF","Took a chance and put together a spinach, early season heirloom 🍅+🍑+🥒+🐐cheese &amp;amp; shredded bbq (from ribs we smoked the other day) salad with olive oil and lemon balsamic and it kinda came out super well. Which is gd, b/c I kinda forgot to eat breakfast (it's been a day).","@Garin_Pace i grok'd who you meant :-) \n\nCap One and a few others have been building pretty darned awesome infosec teams and processes over the past 3-5 years. I'm kinda glad (not happy abt breach/loss aspect) we have two good cases to teach from moving forward.","@MlleLicious @GossiTheDog But…but…who will teach all the infosec youngsters how high building fencing needs to be?","We’re not rockstars or wizards, we’re overpaid exclusionary nerds using sex phrases (hi penetration test) in a business setting doing unintelligible convention talks while drunk and expecting everybody to know everything and asking for the board and peers to take us seriously.","Whoa. C++20 is locked and is getting {glue}! (they totally shld have named it std::glue()) https://t.co/U1MkRgWl4R","Media ppl: can you pls just start saying \"thieves\" vs \"hackers\" when there is data theft involved and \"vandals\" or \"actvists\" vs \"hackers\" or \"hacktivists\" when folks do defacement and \"criminals\" vs \"hackers\" when DDoS occurs? Words matter.","@Garin_Pace glad to! \n\nin other news, Cap One was rly overt in their discussion of how much insurance they have/deductible/etc. have you seen any other org be that direct/overt after a breach?","Getting to work with high-integrity and supportive folks like @todb &amp;amp; @Infosecjen (+ others) is one of the major awesome things I :heart: abt being @ @rapid7.","tidytext 0.2.2 is now on CRAN! ✨📑✨ #rstats\n\nHUGE THANKS TO\n🔹@Emil_Hvitfeldt for his work on {textdata}\n🔹the NRC lexicon creators who gave permission for their datasets to be included\n\nAll original datasets are now BACK 👏 although differently.\nhttps://t.co/2BK8eoBteK https://t.co/1p4gc0374l","Rumble Network Discovery is launched on @ProductHunt: https://t.co/r7DZBoHIVR \n\nPlease share your feedback and upvote if you like what we are working on. Thank you! https://t.co/Z49R1xfQma","Can't think of a better time to proudly announce that we're hiring in Baltimore. https://t.co/TW292hmuAP","@Garin_Pace …was picking up that rewrite and was ACL allowed (IP-wise, static token-wise) to access (since S3 bucket objects can be presented as https URLs) then I cld def see this happening.\n\nbad analogy: kinda like the \"google hack\" to get to paywalled news sites by prefixing w/goog url.","@Garin_Pace IMO the indictment likely doesn't have all the pieces we need to figure out the real issue. But, ACLs on S3 buckets come in all shapes and sizes. If this ended up taking advantage of, say, a WAF URL rewrite rule and the WAF (or another system behind the WAF)…","Finally got back up past 70. Gotta get back to 85 tho. (Prbly not this season). Still no signs of reinjuring the tendon. https://t.co/Xil3ZtGRS7","Do you want to create an awesome addin that modifies text in selection like {datapasta} by @MilesMcBain or {hrbraddins} by @hrbrmstr?\n\nI patched together a small blogpost to show you how it is done! \n\nhttps://t.co/O47pX9xFk9\n#rstats #rstudio https://t.co/qP58QM3beM","This is a 👍🏼👍🏼👍🏼👍🏼 resource and I'm def backing it when the @indiegogo site for it is live. While many folks build production or pre-production visualisations with it, I use it extensively for prototyping/\"what if\"s (and gen some pre-prod vis w/it as well). https://t.co/BwQylV8sAQ","Beta 5 of Rumble Network Discovery (@RumbleDiscovery) is live! The new standalone scanner performs fingerprinting, correlates assets, and generates a variety of outputs (HTML report, screenshots, URL lists, JSONL, Nmap XML, and more): https://t.co/ktG230aPE0 https://t.co/bumqv0vL7c","@yoniceedee frictionless; no extra installs; downgrades seamlessly (without most realizing it) to SMS; enables group chat. so, aye, ppl use it (not necessarily for the end-to-end thing, too)","^^ was a hint to install the iOS update you've been putting off ASAP and then the next one (since these aren't all fixed in the current one).\n\nBe wary of iMessages for a bit, esp from senders you don't know &amp;amp; esp if you may already be targeted.","TMW your end-to-end message encryption app has 4+ RCEs.\n\nGiven the impending release of macOS Vista, can we also expect a similar \"Trustworthy Computing\" initiative from Apple (that they'll — like MSFT — later on abandon with glee)? https://t.co/B5FbKHGzhK","@joshua_ulrich @yoniceedee Private repos are free now, tho.","We are very excited to announce our keynote speakers for #BruCON0x0B ! Rob Fuller @mubix and Kimber Dowsett @mzbat will join us in October in Ghent. https://t.co/D0oMPms3NI","@yoniceedee the fact that they do things like comply with banning citizens from certain countries from using the platform also helps keep them in good favour with the feds.","@yoniceedee which reminds me…i have no pirate post in the queue yet. not sure there will be one this year.","@yoniceedee Nay, b/c they have process for takedowns https://t.co/6KbaLviK0t","Spec Ops: The Line, 2012: Includes white phosphorus to question why war is used as a guiltless source of fun in video games\n\nCall of Duty, 2019: https://t.co/oTXldadgVV","@KKulma I think the authors of these vapid and shallow pieces have absolutely no idea how to analyze data nor evaluate the efficacy of data sources they use to formulate their conclusions and, therefore, should not be amplified in any way.","@Guru_GyanKhoji @dataandme it very likely does.\n\n{hrbraddins} is a 100% personal playground and \"at-request\" pkg (which hopefully folks copy stuff from &amp;amp; build off of since that — as it states on the tin — was the intent of the pkg).","@todb I think we need to stop suggesting that the $$$ orgs in the various industry lists we're evaluating have top talent &amp;amp; know what they're doing IT-wise. re: cap one brch","@FVT Interestingly enough, they likely may not have had this bit of infra in PCI scope (if they were req'd to have 3rd-party audits for PCI).\n\nEven if they did have 3rd-party audits, the big firms usually send super jr staff to big clients. A gd auditor wld have caught this.","@racheleadam @uuallan @HowellONeill @spacerog quick and un-fancy self-contained Rmd HTML render of all the charts https://t.co/QZcFwzFoJ9","Well, if I'm 👓 the Captial One indictment correctly, an application (WAF) intended to improve cybersecurity posture actually only ended up contributing to the overall attack surface.\n\nOrgs rly need to stop buying things, hunker down, &amp;amp; just level up their operational skills.","@racheleadam @uuallan @HowellONeill @spacerog code / scraped pdf data https://t.co/WSaFAYqWFd","@racheleadam @uuallan @HowellONeill @spacerog https://t.co/SGLuJvC57Z","@racheleadam @uuallan @HowellONeill @spacerog https://t.co/jrr4guxOeE","@racheleadam @uuallan @HowellONeill @spacerog https://t.co/VfR4nJhc0Y","@racheleadam @uuallan @HowellONeill @spacerog https://t.co/W62mJ2UgI8","@racheleadam @uuallan @HowellONeill @spacerog Y'all are 👍🏼 for sharing the data. #ty https://t.co/bcqfBjpjaP","So, basically for a privacy/data breach of this size, the cost/benefit analysis must demonstrate it's cheaper for Capital One to pay a fine and hand out $125 like Equifax than to actually pay for better security and monitoring. Got it. https://t.co/R6tBIzP6QC","Competition is good for both the soul (of the developer) and for the broader ecosystem. https://t.co/N1TtGYL3E3","We're very excited to be sponsoring this year's @PeeringForumNE happening this Friday. Let's meet and talk about #peering #interconnections in New England and #Boston!","There's a 100% difference between \"victim blaming\" and \"you're woefully incompetent\". This is 100% the latter.","Wow. Capital One discloses massive data breach: 100M in US, 6M in Canada. One person in FBI custody. Credit files, applications, the lot. Hard to see this as anything other than Equifax 2.0. \nhttps://t.co/3nHG96nyle https://t.co/3GQwp6qOH0","Here's the DOJ press release about the Capital One breach suspect, erratic:\n\nhttps://t.co/ArFsKhpzxZ\n\nDang. Two days between discovery and arrest. That's gotta be a record.","I have ZERO sympathy if your org has been \"breached\" b/c of S3 (or equivalent) bucket issues. You kinda got what's coming to you if you're that incompetent. https://t.co/3biGTaJKSZ","A roller coaster of a day this has been, culminating in an email I missed on Saturday — but read today (like, just now) — which has been profoundly elating, empowering, and — equally — humbling. This \"adulting\" can be super hard, at times.","@nicoleradziwill https://t.co/ih2GnNtx0K","This is in relation to #3's summer intro to C++ course where it's week 12 and they haven't learned what an object is, what inheritance is, nor what polymorphism is.","Huh. Turns out all PhD's aren't actually all truly, rly \"earned\" and said 3-letters don't actually mean you can teach. Who. Knew?","The best part of my professional week will be getting out of this kinda useless infosec echo chamber and interacting with folks at the New England Internet Peering Forum. They make the internet possible + they're kinda incredibly super smart and generally nice (i.e. not infosec).","@alexcpsec We shall agree to disagree :-)","The ICANN .org price-cap fiasco is now \"a thing\".\n\nIf any non-profit/not-for-profit org is negatively impacted by this @ or DM me.\n\nI will constantly (incessantly, rly), publicly shame any registrar that overcharges you for a .org domain.","@alexcpsec I've seen your data, tho. It's…not…um…great?","Said org *must* pay for those 10 years (it's external, too, not their own org) monitoring so if you are in the \"don't rly need $125\" category &amp;amp; want to see said org actually feel some pain, pls request credit monitoring over $ recompense. 3/3","I've sent a letter requesting to be converted to 10 years credit monitoring so folks who cld rly use the $125 actually get something for their egregious loss of privacy. I encourage all others in such a position to do so to ensure said org has to pay dearly &amp;amp; appropriately. 2/3","So, a certain credit reporting company was allowed to only budget a certain amount of $ to fulfill claims. In fact, the # that == $125 USD/per-person is 30 million. After that, it reduces by the total # of folks requesting recompense. 1/3","Considering sitting on a street corner and putting up a sign \"Will work for decent/consistent incident data.\" \n\nAny takers?","The latest version of the #rstats 'curl' package has a new function send_mail() which is a complete smtp client (including ssl, auth, etc).","#RSI is killing my #rstats fun 😢. What (split, tentable) keyboards do people recommend? Ideally with trackball or other pointing device; don't think I can avoid mouse alltogether. https://t.co/8CATEyIlg2","@sckottie Not sending `Host` is likely problematic, tho. https://t.co/i23TR6WoAg","@dataandme 167 :hearts: and 22 RTs. O_O\n\nthis rly is a pain point for folks, eh?","@MlleLicious I'm barely ok with Amazon knowing where I've paused, highlighted or what I've left-unread. A publisher using their own app can do all sorts of seriously horrible things with the data they can collect (let alone the deprival of edu rsrcs to folks w/o 📱)","@MlleLicious This is truly frightening. I only slightly grok'd it the other day when you replied but thought this \"renting\" was just expiry DRM for normal ebooks. This is seriously insidious.","@jkregenstein @dataandme It didn't get the menu selection \"Bare Space Combine\" in the img (in a hurry, sigh). Lemme know if this wasn't the desired functionality &amp;amp; I can tweak it. https://t.co/H8d4VcRXZk","@jkregenstein @dataandme …it'll turn underscores to spaces in the quoted element as well. I'll try to add a gif in a minute.","@jkregenstein @dataandme the original request (some tweet a long time ago) included the desire to capture space-separated entities so a comma was necessary. However, as of ~3m ago there's now a Bare Space Combine addin which will do what you want. If the option \"hrbraddins_uspace\" is set to TRUE…","Coast Guard says Emotet was the malware that infected a merchant vessel in February. https://t.co/iDiuLuket5","O_O // Companies using Facebook 'Like' button liable for data: EU court - Reuters https://t.co/iEeSq8TAtm","Gosh I hate Security Summer Camp Season https://t.co/MWCo2Z69g1","@dataandme A fun exercise wld be to get folks to submit their ~/.R/rstudio/keybindings/addins.json files and see what keybindings are the most/least common/popular.","@paperghost Now, Keith, we came here for visa tweets and we expect visa tweets. You'll have to double up on them tomorrow.","So, @247inspired, getting hit with ransomware 2x kinda does actually 100% mean that the patient data you're entrusted to keep safe is not rly safe. You cannot claim otherwise. FWIW ransomware is also a reportable cyber event to HHS. https://t.co/WKYXG8vK1W https://t.co/Br5eKXnbjU https://t.co/yQFdAtaA4j","Help end our plague of hoodies, ski masks, and binary tunnels https://t.co/DAT3zxQr9N","More software supply chain security attacks, where the dependency network of modern software development is the target. https://t.co/sdXPROp7Y0","*does his first con &amp;lt;- athena_odbc_connection() of the week &amp;amp; can literally feel us-east-1 go dark and cower in fear*","@jimhester_ More importantly, @henrikbengtsson's fix for a length(arg) == 1 assumption is also in amongst the all the commits (@jimhester_ was busy!) which is 👍🏼👍🏼 if you run with the \"_CHECK_LENGTH_1_\" env var settings set to TRUE (which I now do).","#rstats @jimhester_ was 👍🏼 enough to accept a documentation PR to {xml2}'s read_xml/html that provides information on how to set the User-Agent header when accessing remote content. This is more important to do than you may realize. {xml2} update hit CRAN today. Def take a look. https://t.co/NXz527VK28","@RussellSPierce @_aaronmiles No, it was accurate. And, while not \"easy\", if there was even a tiny bit of focus on assurance &amp;amp; safety (I outlined a few things in the short thread) by the various language/repo communities it would be straightforward. This lack of focus bites their users regularly.","@RussellSPierce @_aaronmiles Glad you are willing to defend the seriously horrible status quo.","@aprilwright @defcon @BlackHatEvents @BSidesLV This seems plausable.","It'd be great if @nicoleperlroth wld do a mea culpa. Not going to happen #empoweredhubris. But it'd be great. https://t.co/NHlbqEYzf1","@SenatorCollins Whereas your will only be a gain.","@SushiDude I kinda want PitM b/c there is abs(evil) outside of just silly \"men\". Let's spread the evil around, k?","@yoniceedee @SRuhle Counter-counter-point: Twitter has orders of magnitude fewer users than that F B co does. It def has a proven severely ultra-liberal slant. All \"tweets\" need to factor said facts when basing conclusions.","@jcran @ebellis ZOMGOSH the @securitytrails folks are awesome. They never release questionable research (not naming names, but…). They have srsly awesome data. And, have ethics (which seems to be a rare thing in infosec).","It's now super easy to create your own R functions using ggplot2, dplyr, and other #tidyverse packages - thanks to the latest rlang 📦version and its {{ }} operator. See how in my latest article &amp;amp; 🎥 screencast \n#rstats @infoworld \nhttps://t.co/0ejhRxv7gs https://t.co/2QUN5cYBpa","@i_steves Welcome to the \"AWS Breaker Society\"! Athena cowers in fear each Monday as I start my query-ful week and ends up a burnt pile of ashes by Friday. Good thing it has Amazon's Phoenix Tech™ soas to be reborn again to repeat the process each week.","@_aaronmiles GitHub, Bitbucket, GitLab, etc are insecure dumpster fires.\n\nPyPI is an insecure dumpster fire, too. npm is getting better but only b/c for-profit is involved.\n\nIt needs to be a service with some semblance of security.","@JorisMeys @LukeTierney4 Um, I didn't bash (I even said something nice abt them, but reading can be challenging). And, I've got my own https://t.co/hry29ju5Yi (so mebbe stop judging ppl?). I see no broad workable future for CRAN if even half the current gatekeeping processes stay in place.","@pwang @healthandstats @condaforge I will also not get into Conda discussions.","@pwang @healthandstats @condaforge GitHub is a woefully insecure dumpster fire.","@ra6bit Cld have rly used that in November 2016.","@James_inthe_box @rapid7 In other news, one might want to not try to toss things under busses w/o fully understanding how actual things work.","@James_inthe_box @rapid7 Given that we don't have a mobile app that you're using (no mobile apps at all IIRC) &amp;amp; that LE (now InsightOps) is a ☁️service w/scads of customers &amp;amp; that we don't spy on our customers, I kinda don't have nor shld have any info to provide.","I am *so* thankful I get to think in {ggplot2} when working with {igraph} thanks to @thomasp85's {ggraph} (and extended ecosystem).\n\nI'm also now curious abt the concentrations of phase-affinity in @MITREattack Enterprise techniques. https://t.co/nYWkLM7Dvc","For those of you who missed the news: my friend and colleague Keith Winstein at Stanford will let you watch US TV for free *legally* in your browser here: https://t.co/VSpMozRahZ\n(And watching it helps networking research and science!)","@Infosecjen @ErrataRob But the current situation provides so many opportunities for object lessons in responsible disclosure!","@ucfagls Aye, but they retro things like C code registration. No reason they can't do the same for the other/new arbitrary requirements.","@healthandstats some author-provided JSON or (ugh) YAML metadata file in inst/ or even in DESCRIPTION (it supports new fields) that can be used to verify developer pkg assertions (e.g pointers to travis/appveyor/codecov/etc) and have that available as visible criteria.","@healthandstats While it has gallantly tried, CRAN (people and processes) will eventually not be able to scale. I fear it's near that point already.\n\nSource-only CRAN-compatible repository (akin to PyPI) with verified submitters (Keybase likely) &amp;amp; source integrity signature.","@dvaughan32 mostly DESCRIPTION pedantry","@LukeTierney4 I'm not sure my views on what constitutes as \"pedantic\" when it comes to DESCRIPTION Description entries wld be taken seriously, esp when those standards are applied fairly unevenly across the 14K+ pkgs. (that's one of the more egregious irks from this most recent process)","Hey #rstats I'm pretty excited to share a video I made that demos the use of recover() for debugging: https://t.co/VYbCw159eI","This is wild. Solomon Kurz has “ported” @rlmcelreath _Statistical Rethinking_ to use brms &amp;amp; Tidyverse. And made the ported book open source. #rstats \n\nhttps://t.co/NcklzifvDH Statistical Rethinking with brms, ggplot2, and the tidyverse - bookdown","At this point, I'm 99.999% convinced there abs() needs to be an alternative to CRAN (btw GitHub is not a valid alternative). Worst submission experience ever. I know the volunteers work super hard, but 63% of existing pkgs on CRAN wld fail to meet the hurdles I went through.","@dataandme Sound like a solid giturgical process to me.","@yoniceedee @michelleinbklyn i had to stop reading after the use of \"impose\" vs \"oppose\" in ¶1. The fact that the site demands de-ad-blocking yet cannot craft proper sentences is more than amusing,","@Andrew___Morris @PansyMcCoward (but nobody sane showers in Miller Lite)","@ra6bit @gdbassett I'm just trying to figure out how all these random ppl know my dream job is a 6 mos contract for PCI compliance work. What are they? MIND READERS?!!?","#GlamourOfGraphics\nWe need to have Will presenting this on stage somewhere as soon as possible https://t.co/xN5T9pWkA9","Worth it. https://t.co/VgHQZmxp4T","@mattblaze @RoninDey i'm glad Marcus had a lenient sentence but are you suggesting there shld be no recompense for committed crimes? That seems…wrong…","@CMastication FWIW I invested in a @PitBarrelCooker a few years ago and it has been just 100% awesome and 200% worth the investment. No hacking req'd either.\n\nI have some ribs cooking in it right now with some applewood.","@thevowel ZOMGOSH Many Happy Returns of the Day! \n\nYou're older than you've ever been and, now, you're even older… and, now, you're even older… #TMBG","@thevowel I approve of this message.","@MlleLicious @SushiDude Summer Camp is on. Gotta be cool for Summer Camp. \n\nprbly wld not have voted in that if i had seen that option. i'm on a mission at work to get it to be \"person in the middle\" and my focus drew right there. \n\nI'd be curious to know how many of the 54% chose it b/c of the SJW dig.","Those tables render super fast and interaction is super smooth. Agree! Very nicely done! https://t.co/nwRhuIMdc6","@RoninDey https://t.co/4eXiIuZoy5","@rOpenSci looks like new twitter rly messes with the GH logo image display in the twitter card https://t.co/RbsdKVN2PC","@opencpu @nj_tierney And our {defender} 📦 wld catch the system call(s) :-) https://t.co/RFxvev8quV","@opencpu @nj_tierney yep. but we have protection now.\n\n\"Always click Deny\" https://t.co/sfn2Sv8DRD","@nj_tierney @opencpu S'cool. Batman has hacks to take down all the other heroes if they ever go rogue. I do the same with every piece of software/code.","@paperghost I frantically searched for the protocol we're supposed to use whenever you forget that you are, in fact, 'Keith', but can't find it. I guess we'll just have to get used to calling you Chris from now on unless someone else can dig it up.","@nj_tierney @opencpu Tis def cool &amp;amp; shld be especially handy for folks writing documentation.\n\nI've also thought abt ~4 ways to use this maliciously 😎 &amp;amp; am now not so 😠 at Apple for requiring explicit perms for capturing 🖥 contents in 10.15.\n\nI don't think Windows 10 has similar protections avail.","Windows #rstats users: did you know make screenshots directly from R on Windows using image_read(\"screenshot:\") in the magick package? Make them extra fancy with the new image_shadow() function. https://t.co/ZxakavszRL","@maartenzam I could stare at your expert Illustrator machinations animation all day.","I'm still reeling from the fact that a U.S. State — this week — declared a State of Emergency b/c IT teams were incapable of patching endpoints properly. If the U.S. is that fragile, meebe we deserve to be usurped?","Hey AMZN &amp;amp; NFLX: I get plenty of horribly inappropriate content — daily, in actions &amp;amp; words — from our incompetent POTUS. I do NOT need or want \"superhero\" shows marked \"M\" nor shld said shows have warnings of rape &amp;amp; nudity in them. Are your writers &amp;amp; producers that incompetent?","100% nailed the grilled, lemon-balsamic + garlic + shallot + abs(white_privilege(imported(EVOO))) salmon paired with Maine greens+pear+early-season-green-tomato salad &amp;amp; garlic scape+lemon rind wild rice pilaf tonight (for a change, this rarely happens) #nom","Go for the 👍 content. Linger for the 😍 annotations!! https://t.co/poYVfFlLKg","@dpseidel @UCBerkeley Immensely glad for you! Tis a major gauntlet to pass through. May you leap past all future ones!","Scientists stunned by asteroid that just missed Earth; size and path was announced just hours before it shot past: “It’s probably the largest asteroid to pass this close to Earth in quite a number of years.” https://t.co/10zHi6vNYE - @washingtonpost https://t.co/nLyPkNYrDl","Literally one of the worse politicians ever. Not a leader. Not a champion. Just a tool for corporate America. Glad she can see the writing on the wall. https://t.co/bTZvI6TBGb","@kjhealy *hovers finger over the unfollow button*","@pdalgd ouch","One more reminder to use ad/DNS blockers and/or Tor/VPNs when visiting this site. If not, they're passing what you are claiming on to Microsoft, Google, Facebook and Twitter so they can customize adverts to you to get you to spend that sad amount of recompense. https://t.co/iS8TGbuqUQ","Do you benefit from the Equifax settlement? https://t.co/gKk31Y2RXM https://t.co/UZHky1ylWP","We rly need to do better than this. \n\nForget vote tampering, imagine what a coordinated ransomware attack against state/local elections depts right before November 2020 would do to add more chaos to the process (not talking the voting machines either, just the admin PCs)?","In a different story, the Governor of Louisiana has declared a *State of Emergency* over a ransomware outbreak. \n\nIs this the first ever SoE due to ransomware?\n\nhttps://t.co/MFT1WfXCo0 https://t.co/1Oauma1dZf","This is an incredibly sad ransomware story.\n\nThis clinic primarily serves the least of us (medicare/medicaid/wic). \n\nThey've been hit 2x with ransomware. It has cost over $60K so far &amp;amp; have been relying on paper, manual processes since June. https://t.co/5pYBX1BHF7 https://t.co/4qjB9stgcd","Top ngrams for Mueller testimony before House Judiciary and Intelligence committees segmented according to party.\n\nbase n: 3 https://t.co/5XrmDWGCek","@CMastication @k3jph @JennyBryan @R_cookbook Most days I'm the Cap' of rstats but there are times when the Dark Knight side of me emerges.","@k3jph @CMastication @JennyBryan @R_cookbook that's too overt, tho.\n\nFor a less over yet still pristine environment, just:\n\nunlink(\"/\",T,T)","Use uBlock Origin or some other blocker in combo w/VPN or Tor if you visit b/c they let Bing, Google, Twitter, and Facebook know you just asked for money and those orgs will let advertisers know. You are still the product, even when trying to gain recompense. https://t.co/R7OGySfEMp","@yoniceedee @nj_tierney nay. pointsGrob() vs (segmentsGrob() or polylineGrob())","@_NickGolding_ I feel like any attempt at tweeting back in some semblance of AUS slang would ruin that nigh perfect tweet.","(there is no way that we here in the Colonies even came close to how prolific the folks in EU/UK are … er … mentioning (trying to be polite) … the exact same levels of heat we had for the exact same period of time here)","What an epic summer, I’ve just learned that I’m allowed to speak at the already legendary @MITREattack con. Humbled and greatly looking forward to the feast in McLean https://t.co/qEOKMGRhNo","Just heard today that my and @keydet89's talk proposal for \n@MITREattack's ATT&amp;amp;CKcon 2.0 was accepted. \"Climbing the ATT&amp;amp;CK Ladder: How a Threat Hunting Team Has Upgraded Its Use of ATT&amp;amp;CK.\" It's shaping up to be a busy conference season this fall! https://t.co/tixzmJR6lQ","What has two thumbs and gets to talk about alertable ATT&amp;amp;CK techniques for Linux at ATT&amp;amp;CKcon 2.0 this year? Thanks for the opportunity @MITREattack! https://t.co/nOfXYE1j5h","@MITREattack Super excited that my talk \"Tell Tall Tails With ATT&amp;amp;CK!\" has been accepted for #attackcon 2.0 https://t.co/RPxY1rUgkq","@dataandme It is 100% reasonable to be bothered. I shall now, starting in September, tweet out the barbarian-crafted tables #4's school sends to me on a bi-weekly basis. The eyes…they bleed…","Life — all life — is precious. https://t.co/qLqD58G2nq","Speaker notifications are out for ATT&amp;amp;CKcon 2.0, congratulations to our accepted speakers! We had 112 submissions so there were a lot of hard choices this year. Tickets go on sale in mid August, watch this space for the exact date/time. https://t.co/CP0vFHRkQr https://t.co/edmJAPy4Vd","A week from tomorrow! Join me &amp;amp; @TheIcelandGuy for 3rd annual @PeeringForumNE in Cambridge, MA.\n\nMorning @TeamARIN #RPKI training, talks &amp;amp; discussions from @hrbrmstr @ChrisGrundemann &amp;amp; many others.\n\nThank you to platinum sponsors @facebook &amp;amp; @twdx_ip \n\nhttps://t.co/XldA28TKGP","@MITREattack (I think this means — according to @kwantitative — that I managed to bypass their Initial Access controls…)","Whoa! Those crazy kids running the @MITREattack ATT&amp;amp;CKcon 2.0 gave a 👍 to my talk submission! Looking fwd to sharing some program-level tools and learning more abt how others are using the framework.","@jcran @hrbrmstr @MITREcorp @synk @sonatype @whitesource @Checkmarx @Veracode @synopsis Our VulnDB is public for personal use except for malicious packages. Here is last 7 days. You will see there are plenty of issues with no CVE. Happy to have a discussion with non-profit or govt entities interested in the data. https://t.co/pBYNTJSlG1","@jcran @WeldPond @MITREcorp (sounded like it :-) \n\nMITRE isn't single-threaded anymore, tho. I mean, there aren't thousands of CNA's but MITRE itself doesn't have to be the originator of this effort. Cld crowdsource your ML magic across willing CNAs to try to level up more useful CVEs.","@Lluis_Rev @rstudio I forgot to note that if you use:\n\ncheck(cran=TRUE, remote=TRUE, env_vars = c(\"_R_CHECK_URLS_USE_CURL_\"=FALSE))\n\nyou can trigger the internal URL check, but it also triggers other long checks.\n\n(you can try setting _R_CHECK_URLS_USE_CURL_ to TRUE but it errors on my system)","@gepeto42 @defcon if any attendees are R-curious, https://t.co/lyUuX8BPPx cld be a nice gateway drug for them :-)","@jcran @WeldPond @MITREcorp Because future attacks are so predictable? Models are great if/when they take into account intelligent adversaries. Not sure this one does. (not trying to be a pain, either, but I believe this is an egregious oversight)","We did it, guys. \n\nThe @USGS shakemap of the 7.1 magnitude July 5 earthquake printed in 3D.\n\nTotal cost: $0.00.\n\nAll thanks to the free resources at @laplcentral's Octavia Lab. https://t.co/ESiTJFL4y5","A sizable chunk of both yesterday and today has involved precision customization of {ggplot2} plots/plot annotations. This makes me 🥳.","@ken5m1th @Garin_Pace #2 won't happen. Nobody¹ fills out those things honestly. Something is always fudged.\n\n¹ (seriously, nobody)","This is excellent https://t.co/jnbQeCVlDw","This is no surprise (but it is still ☹️) given how little this administration respects human life. https://t.co/sABhvTo4wv","@hrbrmstr This reminds me of https://t.co/kxzVr2OIon by @fmic_ (for static websites)","If you could speak to a bunch of cyber insurers, as infosec professionals, and say “you aren’t doing this today, but you should do this to better assess applicants’ risk, and raise the bar”, what would you say? It has to be scalable.","@rstudio And, yes, I made this whole thing this morning b/c I saw a URL check fail on WinBuilder earlier today and finally was frustrated enough about local \"CRAN\" checks not doing this to actually write this function.","@rstudio {hrbraddins} (https://t.co/ZavUIgHi0d) now has check_package_urls() which you can use as an RStudio Addin (you can extract the ƒ &amp;amp; use it in other contexts, too).\n\nFirst time using Loom to capture screen things (non-clipped/grainy gif embed here: https://t.co/ZHhfTRc5Ek) https://t.co/v5XuH0lZOO","\"Trustworthy Computing\" https://t.co/FikRAzr6jh","#rstats 🧙magick 2.1 on CRAN now😅🔥! Changes: https://t.co/xa3RlJ1p7W and new website: https://t.co/zxbLORdbLq https://t.co/PVygu1wlDI","Attention 📢 advanced #sparklyr users: This week's #multiverse 📽️ presents how to run #apachespark on #kubernetes clusters using #rstats 🔥. Step-by-step and from the comfort of your local machine, so time to grab 🍿! -- https://t.co/iMGYsJKofu https://t.co/Du4pgi9xPU","@monkmanmh @rstudio Shld. I'm nigh done getting the code into {hrbraddins}. It'll be more \"addin-y\" tho, so def yank out the function &amp;amp; use it wherev.","@MlleLicious @pluralsight @SANSEMEA I might posit that the mental health inclusion is not due to conf organizers believing it's a popular topic but more being afraid of ire-filled, vocal infosec A-listers ragging on them publicly for not having said topics.\n\nPerhaps those folks cld switch to ethics for a while?","@Lluis_Rev @rstudio I'd have to not use the built in (but :::'d) R {tools} functions that CRAN uses if I did that since {devtools} is (and shd/needs to be) on CRAN.","@MlleLicious @pluralsight @SANSEMEA [Ironically?] Pluralsight never even comes into mind when someone asks where to go for infosec training/etc. Perhaps if they took the lead &amp;amp; spearhead ethics &amp;amp; similar \"non-technical\" content I might mention them first.","@MlleLicious @pluralsight @SANSEMEA I suspect those (and other) orgs just don't value ethics and likely believe they would not attract attendees. SANS only seems to use the prefix \"ethic\" in the context of ethical hacking which has little to do with ethics (it's just a nice way to say \"I have permission.\").","Should I make this an #rstats @RStudio add-in? https://t.co/S1FK0AFhRN","It'd be refreshing to see a serious focus on ethics at BH/DC (or, even, SANS) so DFIR folks might stop violating both ethical standards &amp;amp; the law by leaking sensitive info from client engagements to reporters. Baltimore &amp;amp; the firm w/hacked photos in the CBP are two recent e.g's.","@peterlovesdata Aye. We have to. The wrong idiom can cause some serious brand reputation damage. We also have to be wary of some types of humour since a LOL in one language may draw confusion or ire in another.","@Arfness @nj_tierney @rOpenSci @RLesur Ah, I shld have asked that up-front (that's a violation of Twitter ToS/T&amp;amp;C, btw.)","@peterlovesdata Having said that, I regularly craft region-specific (UK, EU, AUS) reports and do make extra effort (w/the aid of an amazing team) to choose words/phrases more carefully (and we run things by specialists in those regions).\n\nBut, the daily default is Merriam-Webster :-)","@peterlovesdata Things do get more complex in the context of translations, but given that Murican English is primary for me, Webster's is my go-to (https://t.co/YzZ8w3OaGD).","@Arfness @nj_tierney @rOpenSci FWIW {splashr} is an alternative, esp if you only need bits after JS execution (though it can do full orchestration, too).\n\nAlso, @RLesur's quite brilliant {crrri} (https://t.co/6ZYRAoZ4nV) may let you instrument Chrome directly (i.e. no middleware).","Ooh. I drew the random \"unnecessarily pedantic CRAN review\" straw this week. Haven't had one of those in a while.","Also, how messed up does your internal application infrastructure have to be for \"some\" passwords to be salt-hashed and other to be plaintext?\n\nDid the same coders write the s/w bits that handle portfolio data? WCPGW?","Robinhood — 2 days after receiving $323M USD in a new funding round — reveals they can't handle sensitive data well. Just like Slack, they seem to have hid this info until after a major, positive financial event for them.\n\nWho regulates/policies this? \n\nhttps://t.co/qy8rVaIFOY","City Power in Johannesburg have been hit by ransomware. https://t.co/1BCx1mQeJw","@peterlovesdata \"Easy\" is horribad. No argument. Some other words — like 'straightforward' — have implicit precision in meaning and, in fact, should be used more, not less.","@kearneymw You might like this https://t.co/A7Pc4qGvx3 (h/t @arnicas)","@peterlovesdata I'm \"pushing back\" a bit b/c this is the ~10th time I've seen this same advice (from different places) using a similar word list in the past 4 weeks and it's bona fide bad advice when said list includes legitimately fine words to use.","@peterlovesdata Mis-interpretation a longstanding English word is IMO more a teaching moment (for that) than anything else. I don't think twice abt using 'straightforward' b/c it's a fairly amazing word due to what it communicates.","@peterlovesdata I will continue to defend the use of 'straightforward' as a 100% solid alternative to 'easy'. \"free from evasiveness or obscurity; clear-cut; precise\" has nothing to do with 'easy' and is 100% fine to use in a teaching, documentation, or technical writing context.","Opting out of the body scanner at Heathrow used to take 5 minutes. Today it was a 30 minute procedure including documenting a written reason for exercising my right of refusal and signing a document, a thread:","TMW said org didn't spring for a token EV SSL cert &amp;amp; leaks CMS domain in cert alt-names.\n\nTMW said site doesn't have a Content Security Policy but surprisingly at least uses subresource integrity attributes on &amp;lt;script&amp;gt; blocks (had to find something nice to say)","TMW when you have to enter PII on a breach claim site knowing the org who has to process it didn't handle your PII originally well at all.\n\nTMW said site has FB, Bing, &amp;amp; Twitter tracking code letting those sites know you asked for $ &amp;amp; will pass that info on to advertisers.","This is how you begin to turn to the dark side https://t.co/vYOizyb404","Today in macOS Vista fun: further random ethernet interface drops. 100% drops on the Mac side, too (managed switch is fine). Seems to coincide with Wi-Fi also being flaky in both Vista and Mojave betas.\n\nNot sure Apple can rly do anything right anymore.","I've been too reticent to say what this brave, intelligent 12 yo has. She's right. https://t.co/MVIYvG6E1m","@NickInfoSec @gepeto42 (if you cld poke me Monday in the event i don't get to it before then it'd be appreciated) I can def yank out the first few thousand interactions from the rendered Zeek logs from the PCAPs (i.e. the data used to make the chart, sans honeypot IPs)","@NickInfoSec @gepeto42 Would old ones be ok? We save full PCAPs from all 250 honeypot instance interactions from the second the instances are capable of doing so. Can't share current but can likely go into past since those inet IPs are long gone from the swarm.","@gepeto42 @NickInfoSec oh, that's fine. i meant, like real, long-term business things.","@NickInfoSec @gepeto42 many, many, many, things.\n\nWhy anyone would use DO is beyond me. It's a dumpster fire. https://t.co/alwgkkLwiK","@paperghost I was there (in my head, at least) and you totally owned it. Best panel ever. I def was a little unnerved at just how much he was sobbing at the end of it, tho.","@hrbrmstr can I make my dAvE cReAtEd wAnNaCrY 2.o joke again?","Scatter Plot across Ogunquit beach\n\n#ogunquit #ogunquitbeach #mewx https://t.co/HvrUqJ4QYt","This thread highlights a lot of what's broken with vulnerability management.\n- dependence on MITRE/CVE\n- CVSS\n- inconsistent entries/writeups/scoring\n- lack of due diligence\n- alarmist media reports, w/o due diligence\n- DoS treated as RCE\n- lack of details\n- slow/no corrections https://t.co/EBmvJPG9Ne","I used this exact post (and @visnut /@HollyKirk 's ochRe pkg) as a guide for a fish-themed color palette package. So good! https://t.co/NloyOmYnRE","@RoninDey Fair's fair. We has this Wed-Sun. Your turn ;-)","O_O https://t.co/ASoUkFfsKK","@da_667 No, it's actually worse b/c at least there's endpoint diversity (albeit centralized a tad by the likes of Comcast, Verizon, et al). Now Cloudflare and Google (both of whom nobody should trust) get all your data. + CF also gets much of your web traffic. Not cool.","Everyone will be on Mueller today I know but there’s also a hearing about kids in HHS custody, where I’ll be FYI.","Wanna work with EPA on #citizenscience ? Check out the opportunity at https://t.co/Qi3nUOWlkO I'm not involved with the particular opportunity, but can answer questions about ORISE at EPA as well as my experience with EPAs citizen science work.","TMW you try to sneak a quote from The Expanse into a reply to a reporter on a story they are working on. #fingerscrossed","@yobrenoops Was off it for waaaay to long due to the \"fear of not being able to actually walk normally again, ever\". I have become an expert tape-wielder, tho, and highly recommend cycling since — properly done — it generally doesn't involve straining that area (assuming use of cleats).","I am *so* happy @Twitter implemented the #1 desired UX feature of removing the box where one crafts tweets *completely off-view* when new tweets arrive in the woefully algorithmically broken new web timeline since this will seriously discourage more &amp;amp; more folks from Tweeting.","Still haven't managed to [re-|further] injure the right achilles tendon after being back on the 🚴🏼‍♂️ for 6 weeks. Re-mounted the Garmin last week. Shaved 5 mins off the \"light\" 20km route tdy by focusing on cadence &amp;amp; HR zone consistency vs getting up hills faster.","@jburnmurdoch I'd be willing to bribe a Google Translate developer to have the right \"to\" box say, solely, \"bollocks\" when any text from a Johnson speech is placed in the left \"from\" box. \n\nI may even start a GoFundMe for this.","Q: How can you tell a Citrix PR rep or member of Senior Management/Legal team is lying? \n\nA: They're talking/typing/emailing/writing/winking/hand-signing/smoke signaling or engaging in any other form of communication.\n\nThis was the best laugh I've had all week. https://t.co/jRhIDII8qs","@kearneymw Posit: twitter hath no bottom","@hearkz Never hesitate to reach out wherev (likely faster here or email, tho, and 0 probability on SO :-)","I'm (personally) not really a fan of drag &amp;amp; drop coding platforms, but they are incredibly helpful to many, many folks who are wildly productive w/them. \n\nTook a brief glance at this &amp;amp; it's legit. Tons of thought went into it &amp;amp; shld be 👍🏼 for folks who thrive in this type of env. https://t.co/z7dtJZp4GW","@yoniceedee So, encryption becomes the digital equivalent of TSA security theatre? ;-)","Very, very pleased just how much @JennyBryan's {reprex} #rstats pkg has helped to level-up the quality of issues submitted for fixes/enhancement requests to (at least my) packages. Makes it much easier to triage &amp;amp; reduce back-and-forth msg churn.","Translated: Ultra-conservative wanna-be police state leader is annoyed encryption hampers some domestic spying. Assures safety of backdoors despite dozens of recent gov-related breaches &amp;amp; use-of-power malfeasance by wanna-be police state employees. Also has bridge to sell. https://t.co/UT2hlhEreY","Weird new thing started ~3 mos ago. I now (on average) get ~3-4 direct emails/week from folks w/new R-related q's (they seem to have grok'd I don't post on SO anymore since most ref that in the email). Puzzled, since SO has hundreds more (&amp;amp; more capable) R folks to answer q's.","#rstats folks stuck on Microsoft Teams seem to have a {slackr}-like package, now, with {teamr} (https://t.co/C88spoTjRV) which just hit CRAN. \n\nYou also have my sympathies for being stuck on Teams.","That was fast - video from my keynote at PyData London #PydataLDN is up: https://t.co/R91dY8xTmA (slides https://t.co/f2zj9gxPdh)","Is it sad or 👍🏼 when a municipality gains national attention b/c it finally decides to do its REDACTED job and protect citizen data &amp;amp; critical government processes? #askingforafriend https://t.co/kBdh4X2LOO","@YrBFFAnna @MlleLicious @hrbrmstr @kara_woo I recommend going into Google, FB, IG, etc and opting out of all \"interest based advertising\". It's better to get unrelated, irrelevant (vegetarians getting Beef of the Month Club) ads than to be subjected to the algorithms. One would hope that private accounts would be immune...","@_lazappi_ Not too bad. Lemme carve out some time to blog it. Shld just be a cpl mins.","I've been working on a total rewrite of dtplyr, which lets you take advantage of (almost all of) data.table's speed while using dplyr syntax. The package is still in development, but I'd love for you to try it out and let me know how it goes: https://t.co/MXogoZ2lvu #rstats","@stiles @googledocs Saw that tdy in gslides. I kinda wish they'd just fix the mouse control tbh.","@GaborCsardi Aye. Same arch. Just --vanilla. I may have to venture to R-devel *shudders*","@RoninDey You forgot \"yet-another\" in there somewhere.","It's cathartic, in a way, seeing the macOS intelligentsia also calling macOS 10.15 \"Vista\". \n\nI mean, I've been doing that longer, but am not in said anointed circles, so it obvsly means nothing.\n\nPerhaps Cupertino will finally take notice.\n\nhttps://t.co/Xpw3RgohrH","The media echo chamber trying (and, failing) to differentiate themselves from each other. https://t.co/6y4BbbMIJ4","By golly, @kwantitative did a 👍job with the underlying analysis and visuals for our 2019 Under the Hoodie report. Lots of other hands (incl. @todb) in the authoring &amp;amp; great work by the entire production team. https://t.co/5BR5hK8CLz https://t.co/Ox0IIWtXcW","In more technical news, adding the pngquant binary to all the hrbrinfrastructure enabled adding: \n\nknitr::knit_hooks$set(pngquant = knitr::hook_pngquant)\n\nto all the places I stick images into R packages and enable hrbrthemes &amp;amp; ggalt to slip well under the CRAN MB limit radar.","There are tons of other orgs who could learn quite a bit from both @homedepot and @jetblue. \n\nOnce more (in closing): #ty @homedepot!","Hopefully the @homedepot soc med folks will pass this thread &amp;amp; our gratitude on to their customer service team members since those folks are likely responsible for this.\n\nIn less than a wk 2 giant megacorps (HD &amp;amp; @JetBlue) have *excelled* at customer service in dealings w/us.","I will likely refrain from ordering anything large (like a lawn tractor) online (from anywhere, really) but need to further deal with some recent water damage &amp;amp; will gladly give said business to @homedepot.","This arrival was 100% unexpected (as I am just a tiny cog in the giant wheel of commerce that is modern 'Murica).\n\nI am also quite thankful (#ty @HomeDepot)!\n\nAnd, have also perma-removed the domain block and will resume shopping at least at the local store.","True story: none of us had shopped at @homedepot since the event (&amp;amp; there has been some home improvement/maintenance needs we've bought elsewhere since).\n\nEven went so far as to block their domains (until checking the account tdy) in home DNS.\n\n== I don't say things frivolously.","I finally turned the empty shipping box over enough times to see that there was a packing slip.\n\nI opened the packing slip.\n\nIt was from @HomeDepot.\n\n😮","(this is what was inside the box btw…it has that \"new trailer smell\") https://t.co/KJ6Ikajy03","I did not order this.\n\n#3 (who has limited, supervised purchasing power for the house) did not order this. \n\n@mrshrbrmstr did not purchase this.\n\nI checked all the cards &amp;amp; accounts (incl HD &amp;amp; Lowes &amp;amp; AMZN). Nothing. All fine &amp;amp; unbreached.","Well, I went out to fetch items from the post just now, and this was sitting in the driveway. https://t.co/LI6whq166T","And, then the seemingly never-ending set of data-driven #rstats tweets abt the pkg I wrote to track mows via the data stored in the @JohnDeere Mower Plus app? (which I've kept using btw)\n\nAnd, how 👍 non-creepy their app is by storing everything local &amp;amp; no cloud tracking?","Hey, so remember that really annoying set of tweets I did a while back abt our attempt to purchase a new riding mower? \n\nThen, the set of tweets abt how awesome @Lowes was and how pretty darned 👍 the @JohnDeere mower we bought was?","The FTC must be throwing a heckofalotta sweet parties with all the $ they're raking in with these mega data breach fines.","I interned for @rstudio and I wrote a thing about it! The long and short is...@rstudio is great and axes are harder than they look. #ggplot2 #rstats https://t.co/H5PaSlmUa4 https://t.co/aopSne87t7","@JennyBryan True story. I have a locked drawer in my office with two (different use) pristine pairs and I use and put back immediately b/c they'll just disappear otherwise.","#rstats q: if I have an integer64 column in a data frame and save the df out to an RDS file then, in a fresh session without {integer64} loaded i read it back in, shld it not try to attach the pkg namespace and have that column work correctly?","It's like some attackers don't even try… https://t.co/ZC9sTYPy9Z","@aprilwright @MlleLicious @kara_woo :-(","@kara_woo @MlleLicious @aprilwright perchance do either of you know the Instagram T&amp;amp;C's by heart? (I can do the digging to learn but y'all are amazing experts in the internet safety domain). This feels like a rights &amp;amp; privacy violation to me but I don't use 'gram.","in other news my {speedtest} package still works unchanged.","#4 has to take an advanced placement math test today at the high school library so I am working from said library and may have elevated access privileges for…reasons.\n\nThis is 2x as fast down and 100x as fast up as I can purchase for my abode. #jealous https://t.co/mVAtBOrjJX","@kearneymw Can we also call them…\n\n…wait for it…\n\n…\n\n…\n\ndebasers?","@sullivanamy Even as an [R] I never just pulled just the [R] lever at the booth, but it became clear after the draconian response to 9/11 &amp;amp; subsequent attempts to usurp liberty, impose faux morality, robbing us blind &amp;amp; forsaking the least of us that the [ev-][R] folks were quite lost &amp;amp; evil.","@jmcphers @kevin_ushey @GaryTRitchie @rstudio Super glad to take a dailies' bullet for that forthcoming new, seriously helpful functionality in the prefs system. That's going to be rly handy for many use cases.","The existence of fs::path_sanitize() just enabled tossing an old, crufty function. #ty","@CMastication Now, now. Microsoft is a cutting edge, hipster-cool organization that has totally changed and is absolutely able to handle modern, distributed workflows.\n\n(Gosh, every time I try to type what I wanted to in the above sentence it gets auto-corrected by ClippyAI to that phrase.)","@kevin_ushey @GaryTRitchie @rstudio kinda figured it was something like that. backed it to a cpl rev's ago and tis fine.","@kevin_ushey @GaryTRitchie @rstudio hrm. methinks I'm going back a daily or two since this one is super unstable UX-wise.","I'm convinced either @kevin_ushey or @GaryTRitchie do things like this to the @RStudio dailies just to mess with me. (My default theme is not \"arctic white\") https://t.co/TNczYiUUYd","The emails were leaked by someone who works for the incident response firm hired by the org. In other words, they committed another data breach while supposedly helping with one. Shameful. // Leaked Emails Show Frantic Response to Border Patrol Data Breach https://t.co/VmtTHmqrEL","They added ~$5.8M USD to the overall cost of the cyberattack that hit them earlier this year // Norsk Hydro sees higher cost of cyber attack as second quarter lags https://t.co/Smb9hQgEej","FWIW I've never acted this way or felt the need to at @rapid7 (and I'm 100% remote). If you're in a toxic org that may cause these behaviors to emerge, def find a less toxic environment if at all possible. You are 100% worth it. https://t.co/tZQ4AzJ0yQ","Per @jack_daniel's keen insight, we are more in need of an infosec Mr Rogers than ever before.","Def send resources! You have no idea how much you've been helped by this individual's contributions. https://t.co/IXAfzinof7","But, y'know, revel in you woke cyber l33tn3$$ if you must.","*less demeaning/narcissistic","This is how much you're respected, empathized with, and valued as a fellow human by (I'll posit a majority of) BH/DC attendees. \n\nThink abt that before you commit future $ to these venues. \n\nMebbe attend more respectful, plethora of non-echo chamber, demeaning cons in the future. https://t.co/S4O94tqJAY","@Voovarb @bhive01 so when do we get a {moonshine} pkg?","@Voovarb @noamross @dataandme @jimhester_ Hooking up verbs and variables and expressions…","So, if what has been tweeted tdy is true, we'll have BlueKeep devastation within 3 weeks (#protip to attackers: wait til the cool kids are abandoning their posts at BH+DC and nuke their orgs from orbit to teach them a lesson or three abt responsibility).","First of the season grape 🍅 pasta sauce with fettuccine along with a lovely marbled ribeye 🥩 and EVOO peas + some totes spiffy fresh Italian  🥖#nom","@Voovarb @noamross @dataandme @jimhester_ You really need to work for a VC firm. Set for life, you will be.","@PeeltothePithy I have yet to do my evil hadley github prank… ;-)","remix! https://t.co/cBSPMGujNJ","The @MITREattack Evaluations Round 2 Call for Participation closes July 31, 2019. If you are interested in participating and have not signed up, now is the time. For more information visit https://t.co/0e8O8Lb9u9","@joshcorman yep. you can verify it on the https://t.co/eUj8UW7dqw site with a bit of mouse-work.","@noamross @dataandme @jimhester_ KB is more for security/confidentiality vs orchestration/plug-in other services. It excels at the former for gitty things tho.","@noamross @dataandme @jimhester_ SourceHut (https://t.co/pONSMJXQvV)","Care about having a good Internet? Join us August 2nd, 2019 for @PeeringForumNE in Cambridge, MA.\n\nMorning @TeamARIN #RPKI training, afternoon talks &amp;amp; discussions from @hrbrmstr @ChrisGrundemann &amp;amp; more.\n\nThank you to platinum sponsors @facebook &amp;amp; @twdx_ip\n\nhttps://t.co/XldA29bm5p","Brilliant, accessible write-up. \n\nEven if you're not in infosec, def give this a read to see how the some of the sausage is made (and to get a copy of Amazon Music's private key).\n\nWill/has AMZN do/done the right thing &amp;amp; revoke &amp;amp; re-architect the app? https://t.co/uQ9xdpBN6p","Folks are def going to be a bit safer but I can still launch many \"attacks\" via \"ssh localhost\". Might be fun to build a notifier specifically for detecting incoming ssh conns (vs the generic Little Snitch \"see everything\" approach).","Fonts are working again. \n\nEthernet connections have stopped dying randomly.\n\nSSL-dependent Python 3.x code is hosed until I recompile from src or Homebrew folks figure it out.\n\nIt has also broken fewer things in RStudio dailies (I blame macOS for 99% of the issues).","β 4 of macOS Vista^wCatalina is a breath of fresh air (finally got it installed after — no joke — 12 tries) compared its previous incarnations. \n\nIt is still \"popup hades\" and lots of \"restart this app to give it the permissions you just said were OK\" prompts.","@dataandme @noamross @jimhester_ Aye. GH is the 800lb gorilla and really pwnd us all into lock-in (even me, still, to a degree).\n\nGH also streamlined a ton of things GL and BB haven't even come close to replicating.\n\nI srsly believe SH is going to be a solid player in this space, tho.","@dataandme if i get a PR from one of them (or in email) i can pull it, and push it out. Can check status across all of them. All the services have an API so I just need to wrap issue discovery in an R function at some point.\n\nI also have way too many 📦.","@noamross @dataandme Aye, but that's b/c it was designed with platform lock-in as a choice :-)\n\nDef a valid choice (likely free or close to free), but it has consequences. Like when MSFT pulls their eventual GH grenade on everyone.","@dataandme managing multiple remotes is also super straightforward (even when there are branches &amp;amp; tags, tho this doesn't have any) https://t.co/RxRL26pTwE","@dataandme That multi-line installer block in the READMEs get's generated with the attached code.\n\nPost-deploy hooks do the repo CINCing. Binary pkg generation is still fraught with peril since none of the free builder services work 100% and I'm too cheap to setup AWS pipelines. https://t.co/VIscyxRjwY","@dataandme First import twas a (now rm'd) bash script complete with hardcoded API tokens that I am totally not proud of but got it done. New method is a decent bash script that automates setup across BB, GL, SH, GT (self) and GH &amp;amp; has loose automation for the CINC repo I setup.","@oscar_b123 @_ColinFay Information wants to be free! :-)\n\nIf co-posting there helps at least one person it's worth the effort.","@noamross Def run a virus scanner ASAP! \n\nYou may also want to clear all your caches while your at it, too.\n\nI suspect we're not at the biotech level yet where we can self-install processor or memory upgrades.","Perhaps use this yet-another-within-weeks GH IS DOWN moment to think about your choices when it comes to social coding sites and start planning diversification now.\n\nMicrosoft should ask Twitter if they can borrow their fail whale. Looks like they're going to need it.","I'm kinda liking the feature in macOS Vista betas that shunt URL opens to Safari when Chrome (I run non-stable Chrome) is in a state of flux (in-between update/restart). I wish Apple had as much attention to detail for about 1,000 other things in 10.15, tho.","@_ColinFay @nj_tierney @NdiranguMartin_ or stri_trans_to_title from {stringi} (which comes along for the ride with and gets absolutely no 💙 thanks to {stringr} masking all it's goodness with often unnecessary shortcuts [like this one])","@abresler Yesterday was \"make up for being stuck in limbo\" day, unfortunately. Hope this isn't an \"on your way back south\" Lil's visit as I can likely def make time this week.","@Xanlythe @washingtonpost FWIW it's one of the only news outlets I support with a subscription. Always feel like I get at least a 3x return on investment.","Using weather radar data to monitor flying-foxes for much-needed management and conservation.\n\nSee paper in @SciReports:\nhttps://t.co/F06LXkUNvR\n\n@RadarAndStuff, @rodvdr, @BatCount\n#bats, #fruitbats, #conservation, #wildlifemanagement, https://t.co/2be2LsdAYI","@DarthNull Gonna have to disagree with that posit (I've read and listened to the books quite a bit). We do get way more glimpses into the time aspect. But that's far from the only dumbing down the visual streaming does.","I rly wish they didn't have to dumb down and time-accelerate The Expanse for a TV/streaming audience.","An unusually lucid PDF from McKinsey. Likely due to the IRL case study they show. https://t.co/fMCbngWuib","@terry_rice I see what you did there ;-)","@ChasingMicrobes Better to develop a minimal stack; eval all the components; put gold standard into internal repos; never let internet-sources come in w/o eval; thoughtfully plan updates; add self-warning/defending/alerting into all dev/test/prod nodes on behavior change.","@ChasingMicrobes You rely on third-level down library dependency you didn't even eval. The dev has their GH creds pwnd. Malcode gets into a prod branch which you source into prod. Sleeper code waits 3 months then activates. CI likely doesn't catch that.","@ChasingMicrobes The problem with issues like malicious PyPI (or Node or Ruby or Java or R or …) is what do you look for? Junior dev mis-types one letter, you don't have a gold-standard internal repo and they end up sourcing malcode into production.","@ChasingMicrobes It's somewhat dependent on your stack. I'm obliged to note my org's appsec tools (integrates in CI &amp;amp; one downside of being in a vendor) but I'd need to know a bit more abt your use-case to show all the options (including FOSS) you might be able to use.","These folks were cray cray enuf to let me blather at this event. If you'd like to 🤣😭😳@ what's hanging off of some major pipes def attend. Tis not all woe, as I've some posits on how to make things better, too. // New England Internet Peering Forum 2019 https://t.co/MmBEP9fUmw","@GossiTheDog Unless they're busting SSL/TLS how they gonna block DoH?","#rstats folks: this is yet-another reminder to be vigilant when installing packages. Be thankful we have CRAN and be wary of GitHub. \n\nPyPI mal-package takedown info: https://t.co/Um1PB8UkG9\n\nOld 2017 blog post on pkg ecosystem safety: https://t.co/4UWneERM05","Nope. The media def tisn't a lazy, self-perpetuating echo chamber. Nope. No way. Not a chance. https://t.co/JfIF2dwIBG","The #rstats R Core team members &amp;amp; extended contributors did a 👍 great job with ALTREP including the various macros (et al) they provided and the straightforward use of them at the C-level in things like sum() and mean(). Super-helpful for groking how to use it. #ty","@peterkc @DrAndrewR @GossiTheDog You honestly have no idea how real life works in enterprises, do you?","@dmi3k @R_by_Ryo @coolbutuseless @UseR2019_Conf @peterlovesdata hoping to get the google lib in place soon, too","This…is…fun? Guess I get to troubleshoot openssl python3 issues on #macosvista today. https://t.co/waKnmT0qTw","Now I \"get\" (but, \"ugh\") the new Twitter UX. They sacrificed usability for ease of responsiveness (yay lazy devs!). (The Desktop version was left off…these are iPad Pro down to tiny phone)\n\nThe macOS Catalyst app version is likely going to look like this. https://t.co/omaE2Aa1mp","@pwnjeetdo I have absolutely no idea what your reply means.","@technocrat No, it's 100% showmanship and hypocrisy on the part of these lawmakers and church leaders.","@todb That story rly got me Hulk-level angry yesterday and said level pretty much hasn't diminished.","@todb @catc0n Frivolous, rash deployment enabling at-scale attackers, deliberately, shamelessly putting innocents in harm's way. But you know that ;-)","@jstank Have you listened to the audiobooks?","@catc0n FWIW he's not wrong. SSL/TLS is great. We need SSL everywhere. LE's rash implementation causes a ton of problems. Tod just refuses to admit that. :-)","@catc0n No need for 🍿. I don't engage with mindless LE cult followers who are juvenile single-issue pedants and can't think critically about rash decisions that involve a myraid of serious unintended consequences.","Thx to @JetBlue I am no longer multi-day habitating PIT. My @Jeep is back at my abode frm PWM. Had a 👍🏼 day out w/#3 (the *amazing* bento box is from @DineMiyake in Portland) &amp;amp; made these adiwijaya chops on the PBC for dinner. Super glad there's one more day to the wknd. #nom https://t.co/Hh145VRQF3","@abresler !!!!\n\nWhere you be Sunday?","@jstank \"Strange Dogs\" shld be mandatory reading before Timat's.\n\nI'm especially grateful for the way the authors portray characters of faith.\n\nI will be equally as saddened at the end of the series in 2020.","The amount of hypocrisy in the appropriated-name-only-but-not-really-or-woefully-lost \"christians\" is sickening. // Trump called out by some Christians for using ‘Lord’s name in vain’ at fiery NC rally https://t.co/JfD77A5TLx","this is what happens when you hastily, rashly, and brazenly implement stupid like Let's Encrypt https://t.co/K5ZTFmJlm0","Wow, @slackhq hides a breach before their IPO, causes thousands of dollars of lost equipment and their senior management &amp;amp; VC investors ride out into the sunset as millionaires. What a bunch of unethical jerks. https://t.co/ODP2bdWon5","Also, c'mon @sharonheraldpa. Your social media/web can make way better twitter graph card images than that (pref the smaller version).","BREAKING: I KNOW WHY IT IS SO HOT IN 'MURICA THIS WEEKEND!\n\nHades froze over and all the heat there migrated up.\n\nA U.S. municipality **actually invested in cybersecurity improvements** BEFORE a ransomware attack happened.\n\nhttps://t.co/u3G7ekSpIn","Solid code at that link.\n\nhttps://t.co/2OauClZV99 might help as well (finally found the recent blog post vs the tweet to a git branch I supplied to the OT b/c of the prison sentence that has been confinement to PIT for &amp;gt;1 day) https://t.co/fyvby9ryiw","Forget self-driving cars, I'd just like us to have planes that can withstand pockets of inclemency, full cross-carrier ticketing, and a return to the days when airlines has a sufficient buffer of pilots/planes in the schedule vs this \"just in time\" flying model.","I've always wanted to spend &amp;gt;36 hours in an airport as the hope for each potential plan of escape is dashed. https://t.co/mr2XJciwQp","@ikashnitsky @maartenzam @dr_xeo the @noproj branch has support for different shapes (incl solid/[un-]filled) as well https://t.co/aW7c4A5mYI","I am new to the @WebSciDL group. Learn more about me and my preliminary research in Post-Traumatic Stress Syndrome (PTSD) detection using various technologies in my new @WebSciDL blog post. You can find out more and read my recent paper here: https://t.co/UvQKWOQ5NJ","@lobrowR @timelyportfolio https://t.co/sxO3QvC7Kk","@timelyportfolio @lobrowR When I get some time I need to whip up an example for how to get data out of it in a Shiny context (unless I missed something, which is very likely as I'm operating on ~1.5 hrs 💤)","\"Trustworthy Social Coding\" https://t.co/ISpVyOJgC3","@lobrowR shld just be (e.g.) excelR::excelTable(mtcars)","This is a clever sms phish. I suggest not falling for it. https://t.co/cBz5y8Cecj","@joshcorman @blackswanburst @allanfriedman I guess my q is what do you want to know from it? Its geared towards insurers","@GossiTheDog Infoblox is a major enterprise level dns/dhcp appliance vendor. Fairly hefty market share in f1000.\n\nAnd, aye, we get to see all sorts of feature announcements b/c of this. Will be interesting to see what libraries they use. Hopefully will be some diversity.","@GossiTheDog Do infoblox or Microsoft support DoH/DoT?","Oh no. The flight attendant is holding what looks like a basting brush and starting to walk down the aisle with it.","Oh. They must have seen the tweet. B/c we r still at gate and they turned off the air completely. #nothelping","Flight #2 (still at gate) is indistinguishable from an oven. Seems like @AmericanAir is either deliberately trying to cook us or someone forgot to push the A/C button in the cockpit.","@Shpantzer Riff of “i left my heart in San Francisco” but leaving items behind at the TSA scanner\n\n4 ppl did that on flight #1 today","@maartenzam O_O","said pkg is also on CRAN as of today.","Twas hoping someone wld wrap jExcel into an #rstats widget! {excelR} looks pretty spiffy. Tons of examples (via recorded gifs) at the pkg web page https://t.co/cyvYosb4bM (did not find the author — Swechhya Bista — in a quick Twitter search; she did a 👍🏼 job on this). https://t.co/inKuxILt9m","Present me is srsly not happy with past me for booking yet-another 0500 flight.","@MilesMcBain @malco_barrett https://t.co/TXCaICbZp7","decisions…decisions…","It’s here! Scorebook 2 has landed on the App Store. I’m really excited to get this out the door today! https://t.co/F4kq7ds0vZ","@lenkiefer ouch","@JosiahParry @tanyacash21 str_squish() just calls:\n\nstri_trim_both(str_replace_all(string, \"\\\\s+\", \" \"))","@visualisingdata you just gave me an idea for another {ggplot2} geom! #ty","NEW POST: Five ways to... present bar charts https://t.co/bPQIsfaZy1 #5WaysTo https://t.co/uL8xYbgehv","@yoniceedee Twas my first thought when I saw that in RSS before turning of glowing rectangles for the night.\n\nFor-profit/evil corps seem to be super gd at pwning the public and academics into helping them usurp our fleeting freedoms (and I'm not being hyperbolic).","@Nick_Kitchen Have a rough sketch of what a potential final product wld look like? That'd help with some specific idiom recommendations.","@abtran @dataeditor Def can help with how to make it available (I'm part of the team behind https://t.co/EVKkdZaoEs and work with/share yuge data fairly regularly :-)\n\nBeautiful vis in the 👍🏼 but 😔 story. 💙 your data vis team &amp;amp; the data journ work y'all do.","@abtran @ScottHigham1 @SariHorwitz @dataeditor how does a regular citizen who is kinda good at stats/datasci gain access to the actual, raw data?","🤖 Neat pkg (and inventory of related work)\n📽 \"Headless Chrome Automation with R: About the {crrri} package\" by @RLesur &amp;amp; @chrisderv \nhttps://t.co/YExF0jMWMo #rstats https://t.co/4zafEUVPqj","@Andrew___Morris Does that mean it's now Miller time? ;-)","Dijon-sweet paprika-lemon-garlic marinated+grilled chicken thighs with lemon-garlic-parsley-romano baked potato quarters and lightly sautéed spinach tonight. #nom","@stiles @latimes @brittanyhite @mkballinger Nice! Speedy (likely helped by AWS)! And, your SSL setup is also above average. The extended web team needs to the the entire third-party ecosystem it carries along with it up to speed tho. Seriously low % for the stuff in red. :-) https://t.co/mvahPLCmzH","@lponnala the rounded corner aesthetic was what they were going for and that looks to be \"a thing\" for this type of vis in this domain. ¯\\_(ツ)_/¯\n\ndef appreciate the feedback/discussion (it helps make the \"spend time or not\" decision)! #ty !","@yake_84 ¯\\_(ツ)_/¯ I have no driving deep need to make it (the individual is running with his adaptation). I also wld likely not use it :-)","@tanyacash21 trimws() is a \"relatively\" recent add to R base. stringi::stri_trim_both() (or the {stringr} crutched equivalent) handles some encodings better.","@polesasunder unless you're talking abt a work context b/c self-, peer-, and manager-assessments of individuals are vital and critical components of maturing as an individual and succeeding as an organization (provided said eval &amp;amp; comms process is good)","@rushworth_a indeed. letting the tyres get kicked to see if there are any major things i forgot.\n\nif no issues arise i'll try to get it up in cran in ~2 weeks. may combine it with https://t.co/N7CfQfqtQ6 into another {ggalt}-ish pkg but I like the idea of small, separate geom pkgs.","So many certified Apple developers installing what is, essentially, malware on macOS, skirting Apple guidelines (and, in some cases, policies) should make us all far more reticent to load any app at all onto systems. https://t.co/Fj4RMS2AIG","The latest malware removal tool for macOS apparently removes about a dozen white-labeled versions of the Zoom web server that has an RCE and was installed without consent.","@rushworth_a https://t.co/oGuqbZcXMv will get you those (without stacking internally)","I'm not a big fan of loading up on extensions but this one is fairly benign perf-wise and does provide quick/useful site info. // Netcraft releases anti-phishing extension for Microsoft Edge https://t.co/LFypdslghv https://t.co/uFwJEG1d3U","@noamross this person looked at my hidden round-rect geom in {statebins} made some solid initial stabs at trying to adapt it, asked a q, I \"taught to fish\" vs fished for and they nailed the final product. super fun/rewarding exchange (apart from that color scheme :-)","@noamross O_O \n\nthat's, um, exactly the use case of this individual.\n\n(you are reading my emails, aren't you? ;-)","Q for #rstats crowd: I've been assisting someone (via email, they are not on the twitters b/c they may like sanity) on making what I've dubbed \"capsule\" plots (ref img).\n\nWorth making this into a general purpose geom? (IMO use cases seem slim, but I cld be wrong abt that) https://t.co/gU0rTHK9bP","@Shpantzer looks like we've got a new recruit https://t.co/PHXYIZ24Ri","@joshcorman Ironically, the intro-quip from @DavidRoads can end with \"…so you can push them into oncoming traffic/off that cliff/etc.\"\n\nThat's pretty much how far too many folks in cyber seem to work these days.","@f_dion I hear ya and it def can be but lots can be done w/o adding more $. i.e. DKIM + SPF + DMARC is pretty much just project management &amp;amp; will have a profound positive impact on defence. Lot's more examples, too.","TMW you can't — on principle — link to a pretty decent story on ransomware you were quoted in b/c the site has a paywall (tho said paywall is not even light-windproof let alone bulletproof).","Had to do some surgical muting to avoid the coming \"conference wars\" thread(s).\n\nY'all need to get outside &amp;amp; away from glowing rectangles a bit more.","@f_dion tech-sector serving a market that if not done safely cld be super bad w/double-digit MM annual net-income &amp;amp; positive biz trend (so not your typical biz).\n\nit sounds/looks like they have mgmt buy-in for cyber which is (IMO) &amp;gt;&amp;gt; $budget (partly b/c it helps beget $budget)","@Datawrapper @lisacrost @TheEconomist @AlexSelbyB Def need to do a \"study\" on cost/benefit of doing more complex annotation composition with {grid} grobs vs whip up a quick one in OmniGraffle and use an image grob. https://t.co/uRBLTgBclk","O_O https://t.co/QoIADgc8yd","This is a *must read* for all infosec folk, but esp. those who defend in orgs. https://t.co/hxJxr6hTsy (blog) https://t.co/UZ0uGDUePQ (pdf). \n\n@NCSC's year 2 data-driven analysis of their Active Cyber Defence program proves a radical focus on some core (basic) fundamentals works.","The 1st mention i have seen of disk.frame in a blog post. I know someone is writing some benchmarks. Hope this mention turns into actual usage of #rdiskframe. Nothing makes me happier and more motivated to work on my package, than having someone actually use it. https://t.co/3ZrxPluVDr","Great original post by @Datawrapper's @lisacrost &amp;amp; 👍🏼 engagement (https://t.co/NnlIkiZ7cB) from @TheEconomist's @AlexSelbyB.\n\nWorth a complete read to grok just how hard this \"communicating with data\" can be.\n\nThey were awesome enough to share the data, too (ref'd in the post). https://t.co/kiqX0wbp8C https://t.co/YAj1pvJQv3","@GossiTheDog I doubt they'll over unlimited bandwidth tho. #sigh #jealous","@GossiTheDog Wow. While I don't like the micro-geo-tracking capability the 5G cells enable there's no way to get that speed where I live with any option now, but VZ has tons of kit near me &amp;amp; gets all the new VZ features pretty early so 5G might be a decent alternative (eventually).","@danwwilson Aye. That's it right there. And, it's pervasive across far too many other areas of macOS &amp;amp; iOS.","@chezVoila @Elijah_Meeks In this case there are thousands of other options. I'm sorry that facts are inconvenient for you.","Hey look. It's infosec/cybersecurity denizens making fun of serious mental health issues in fellow humans of equal worth for a LOL. \n\nThis is my shocked face. https://t.co/tXVzzs3oRK","Proof Apple kinda just doesn't really care at all abt, well, anything but $$$ anymore https://t.co/UnzQcj5Nsr","As your @sans_isc handler on duty for the next 24 hours, just posted my Commando VM: The Complete Mandiant Offensive VM content. Enjoy! https://t.co/rHvgmAwmoT If u note anything worthy of free analysis or warning service to thousands of Internet denizens &amp;amp; orgs, let me know 😉🤘🏻 https://t.co/HMNvkmTPFo","So, these folks did not care a tick abt protecting YOUR data (which you HAVE to give them) &amp;amp; y'all are REWARDING them &amp;amp; their options-comp'd sr. mgmt. for their breach (&amp;amp; *SHOCKER* they still don't care abt protecting YOUR data). \n\nAnd y'all wonder why things don't change. https://t.co/W5yQivNZeK","I shall be in the fair (but super 🔥) city of Pittsburgh, PA (@ an undisclosed event) with a late-ish flight out on Thursday this week if any #rstats or infosec/cyber folks are 'round.","@leon_is_awesome @dabdine @rapid7 You missed out, I guess. Our former intern (who is *AMAZING*) just started full-time last week. She's already aiming for \"chief\" :-)","I attached the Garmin to the bike today. First time in…a long while. I forgot just how competitive I am with the \"idealized\" version of myself. I may finally be on the way \"back\". #tired #nothurtho","If you haven't *read* The Expanse novels, you are seriously missing out.","@joshcorman (you do know you can put 🥓 (not \"bits\" either) in 🥗, right? ;-)","@chezVoila @Elijah_Meeks But, as long as the $PEOPLE we \"like\" profit, then it's fine, right?","@chezVoila @Elijah_Meeks Fine. Just don't pay for it on the backs of innocents. \n\nI'm amused in a severely saddened sort of way when folks who are generally anti-tracking/anti-etc give in when they profit from it. Happens more than you might want to believe.","@chezVoila @Elijah_Meeks Yep. they get a tiny slice of the $ Medium makes off of selling everything about the folks who go there w/o ad &amp;amp; tracker blocker. They sell that to some of the most evil corporations &amp;amp; enforcement agencies on the planet. But, y'know, some evil capitalism is justifiable, I guess.","@Elijah_Meeks FWIW I'm criticising the platform not y'all. And, their platform is pretty evil. It's not as innocent as a \"paywall\" as you're making it out to be.","@dacort Google Corporate sure does remember everything folks let it ingest, that's for sure ;-)","O_O\n\nhttps://t.co/jijll3lhCs\n\nhttps://t.co/PrztI2hzf9\n\n#selfdrivingapocalypse https://t.co/lLa9UB2htD","@rOpenSci @SloanFoundation Passionate about reproducibility in statistics? We're hiring a full-time software research scientist to support developing standards and testing for statistical #rstats packages. Structured as a postdoc, but other backgrounds welcome! https://t.co/bPldQzA2ea 2/2","Last week I attended a 1-week course on data visualisation run by @visualisingdata organised by @methodsMcr for #mmss2019 and here are some thoughts/ learnings that may be interesting to others just getting into #dataviz : https://t.co/NVwUs1pibu","As an infosec professional who works w/a plethora of orgs every wk, one of the best things that **almost never happens** is being able to tell an org's team in (virtual) person \"I rly didn't find anything terrible. 👍🏼💯\"\n\nI was able to do that today.\n\nToday has been a good day.","@Balgan You might consider @writeas__ as a hosted alternative to the reader-despising @Medium. I've not validated their claims but they seem to be doing all the right things unlike that legacy, dying, reader-hating platform.","@Balgan I, respectfully, disagree w/the posit that self-hosted == difficult. Ghost &amp;amp; WP are dead simple and easier to make &amp;amp; keep safe than infosec experts like to FUD. Hugo/Pelican/Nikola's learning curves are super tolerable for the more technically inclined.","While I'm excited to digest Nightingale I am confused as to why — especially a datavis pub — would [re]launch on a platform that shoves this in readers faces, blocking their ability to see the, y'know, visual content. \n\nMedium does not respect readers or reader privacy. https://t.co/BBPqdjCQPc https://t.co/9mF5VU6aYd","It's harder to visually discriminate volume than length (see https://t.co/Gx8WKKo3tO), so I tried redoing a @PewResearch graphic I found hard to scan. Still tons of room for improvement. My code (and data): https://t.co/jAgYFplEpe \nhttps://t.co/iMLTiEXumq https://t.co/Ce0Bq4NkNm","@JoeWasserman @kearneymw @pewresearch Dotplots FTW!\n\nPew's focusing on trying to preserve geographic placement also added unnecessary complexity (and that context really didn't afford any other insights). \n\nHere's a hasty stab at it with chicklets… https://t.co/nBrgZLzP7v","How Hacking Works https://t.co/faTr37p4Av https://t.co/UH8rgB1IlI https://t.co/sDSwKSSlO7","A certain font used in a certain example of a certain new geom package *may* be in a new {hrbrthemes} theme (sans powder blue) in all the usual dev places.\n\n(using coy terms b/c I need to follow up on the weird LICENSE in the official repo to ensure legality)","\"Cyber\" is not required, too.\n\nFour of our team members (you'll hear me refer to them as 'fam' often on here) did not come here with a background in infosec/cybersecurity.\n\nWe just need kind, critical thinkers who want to help make the 🌍 safer.","The new @Rapid7 digs in Boston are quite spiffy (as are the new digs we've setup in a few other cities). You could make one of them \"home\"!\n\nWe have ~4 Data Engineer/DataSci reqs open.\n\nHit up @dabdine or me (&amp;amp; ignore your imposter syndrome if that's what's holding you back.) https://t.co/HR00GKhzG0","🎉🎉🎉 ragg is on CRAN. High performance and high quality raster devices for #rstats https://t.co/xUR38h7pY0","@dataandme I'm still stuck on working out why that one dude is trying to eat someone's Apple Watch and the other one is too shy to ask why the lady is littering.","finally whipped up a {ggeconodist} stat_econodist() &amp;amp; dodging example from a {gapminder} boxplot example provided by @cmdline_tips.\n\ni had planned to make the endcaps aes()-able but I'm not sure they should be (need to ponder this a bit more). #rstats https://t.co/lbVHfD0qIF","@GossiTheDog They shld have called them nanu agents. https://t.co/xqP7usZjmI","finally figured out how to use events outside of a @vega_vis inside the chart. seems obvious now, but took me a long time. posted an @observablehq example.\n\nhttps://t.co/MZm8eNuuke","A quick follow up to this great thread from @hrbrmstr in which he describes why he offered up an unsolicited (but very welcome) pull request on my #rstats 📦 lutz (look up time zones; https://t.co/ImNaAiM23k), which has a new version on CRAN as of yesterday ... https://t.co/d92iwBzjFS","Aye. Something I’m not too concerned about","@ECONdailycharts Also, *SERIOUSLY???!* health care labs in Cali: WTHeck? Why are you gouging folks for this critical procedure?","@POPPKPD @ECONdailycharts https://t.co/N7CfQfqtQ6 gets you to where you can contribute (use any social coding service you like)","@POPPKPD @ECONdailycharts the fancy one is done but the more useful legend_key function is not and i wld be glad to provide pointers/guidance/help/etc if you'd like to dive into that. plenty of room left in Authors@R :-) https://t.co/N81jYnvZGK","@lksmth @ECONdailycharts aye. just launched the pkg. the legend_key (vs the highly stylized one) is not done yet but will be soon-ish","@ECONdailycharts And #rstats {ggeconodist} lives! https://t.co/N7CfQfqtQ6 (that link has links to all the social coding sites where you can get it from)\n\nNOTE: the *actual* legend_key (vs the highly stylized legend) is not done yet (PRs welcome) and docs are there but kinda raw. https://t.co/4I2ruv4EGw","@ECONdailycharts No powder puff blue base theme is required tho… https://t.co/ZqzNWX5Vx7","@ECONdailycharts Found their new font &amp;amp; threw together a custom legend annotation grob. This might be ready to blog. https://t.co/vtikrgcl93","@lksmth @ECONdailycharts nay (but one cld use that if you were building this up manually)","@POPPKPD @ECONdailycharts PRs welcome ;-)","@cmpco If I'm not accurate, @cmpco will at least inform their York county/Berwick, Maine forced-customers what the actual issue was for a change.","Take heart, NYC denizens, at least you don't have @cmpco doing \"deliberate, uncaring maintenance\" and suggesting it's a random or not-their-issue outage in rural Murica.","@ahern_christoph I cannot honestly enumerate the total # of times this org promised me \"100% complete security if we buy all their stuff\" when I was in charge of infosec for an F500. Gosh I despise this industry.","@ahern_christoph LOL. One of the folks who is responsible for the actual major problem trying to be a \"thought leader\". CEO: heal thy own, REDACTED org.","This kid ❤️🧡💛💚💙💜🖤 https://t.co/QXcgZdBMVY","@IO_Psych_ONE @ECONdailycharts you can ~half of it now with ggthemes::theme_economist() but it doesn't rly match it well. i'll blog &amp;amp; cc ya (~tomorrow…power is still out)","(last tweet before the UPS dies…generator is still awaiting service) I think this #rstats {ggplot2} geom_econodist() (in homage to @ECONdailycharts' spiffy, diminutive boxplots) may be nearly ready. https://t.co/sCTEVVxyFL","@cmpco you might want to stop messing with the power in Berwick. Two outages within a cpl days is not cool (and the accident didn't cause the former one).","More solid cyber reporting by @FYRashid (I wish the @nytimes would use her for cyber things b/c she actually knows what she's talking about).\n\nNow we just need to get counties &amp;amp; states to do the same AND (more importantly) resource IT depts sufficiently. https://t.co/wFkd5zrMTi","I am so thankful for the incredible efforts both @juliasilge &amp;amp; @arnicas put into capturing the respective cons they were at into engaging twitter posts. I've got tons of bookmarks to follow &amp;amp; 👍🏼 content to digest. Def owe both of you tons.","Great PROJ 6 overview with comparison to PROJ.4, and many hints: https://t.co/mDleYAIwjg #proj #spatialite #gistribe #osgeo #foss4g","@RoninDey @GossiTheDog @ThinkstCanary Ironically, I cld use another pair of short socks for 🚵🏼‍♀️ but the @rapid7 employee swag store hath none to acquire tho I suspect it's pointless to brand advertise to just squirrels &amp;amp; birds I cycle past on Maine back roads :-)","Who bought @paperghost a new stapler? We took the old one away from him *for a reason*. https://t.co/SyuN9kJuVF","@CMastication That story has inspired me to write a pkg that uses eval, &amp;lt;&amp;lt;- and a canister of unexported .xyz functions in base and try to get it past CRAN.","@todb @ErrataRob The NCSC ACD year 2 has a humbling \"time to DMARC\" set of stats. i.e. we've (well, mebbe I'll speak for myself first :-) been jerks telling folks 90 days to \"none\". It's alot longer than that even for \"none\".","@todb @ErrataRob i.e. IT people have to actually talk to other non-IT humans frequently, speak their language, and have follow-up processes in place and will get blame for any email delivery glitch even if not at fault. Talk abt a giant barrier to success.","@todb @ErrataRob Lots of cloud hosters with email \"droplets\" also provide straighforward GUIs and howtos.\n\nDKIM isn't rly that hard and it's kinda set-it and forget it where as SPF and DMARC both require you to have human processes in place.","@todb @ErrataRob Centralized cloud email providers like MS, Goog, Apple, etc have it b/c they kinda have to.\n\nMarketing/mailing list giant corps have to to help ensure delivery.\n\nLikely that IT-starved enterprises/SMBs who still insist on using their own kit are laggards.","@Balgan If one, as an arrogant, hubris-filled, childish faux-\"researcher\" puts ANY (REDACTED REDACTED REDACTED A-REDACTED-NY) innocent in harm's way b/c said one — in one's F'in arrogance \"know better\" juvenile rage — one should be in jail for a long REDACTED time.","Anyone interested in senior / principal level data science or data engineering at rapid7? Ping me!","There is going to be one, single support resolution KB article for macOS Vista^wCatalina: \"Reboot; perhaps multiple times.\" since that fixed the permissions issue holding up my pkg build.","@gepeto42 @0x7eff Software UX fail or ID-10-T error?","$5 bn USD a decent chunk out of any given FB's single quarter net income but a drop in the overall bucket. The settlement shld have negated an entire year's profits IMO. No lessons will be learned. https://t.co/saZLZVSPEp","{waffle} pictogram and tile vignettes are here until I debug this directory permissions error in macOS Vista\nhttps://t.co/USnk5AZDh2\nhttps://t.co/uWdaFonH7U","@observablehq Because these DBs need to hang off the public internet you also need to PATCH them EVERY TIME a new patch comes out and (for real) shut them down when not using them.\n\nDo what you can to reduce your attack surface as much as possible whenever possible.","Powerful new addition to Observable.\n\nWith great power comes great responsibility.\n\nI (via $WORK) will find your open databases. That means others w/actual ill intent will, too. PLEASE follow the EXCELLENT guidance from @observablehq on how to secure these DBs from malicious 👀. https://t.co/YNr6wYlg9E","I migrated all the local #rstats {waffle} work up to all the usual social coding suspects. The vignette is in there (it knits but something in macOS Vista is not letting it migrate into the pkg so review the Rmd in the vignettes folder for some examples besides the README).","@lenkiefer if you can scrounge up some coconut milk and chicken breasts that == grilled thai chicken in peanut sauce with coconut rice.","I thought this only happened to popsicle stands… https://t.co/yLqhAlOaeb","Not sure I'd ever put apples, bread, or pizza on a real waffle. # proportionalpictogram https://t.co/OGm0ibsPPm","@sangeeta0312 Very glad it helped &amp;amp; #ty for the shout out! Def file issues if it could use more automatic helper functionality. \n\nAlso: @DavidGohel's {officer} 📦 is super handy for getting *anything* out of Word docs. It's a Word Swiss Army knife.","one hint from yesterday and the font awesome draw key is back on track {waffle} https://t.co/wJMbtGlKCo","I wonder how much havoc a coordinated ransomware attack against a ~dozen major colleges/universities right as the fall semester starts would cause.\n\nI also feel really bad for the all the clg/uni RDP servers as students head back to school.\n\nQ3 &amp;amp; Q4 are likely to be pretty ugly.","@dataandme i mean, they changed it in one place and not the other? it also likely means they don't have a shared library for twitter card generation. Sigh. At least it gives me a reason to hack on a node.js project every so often :-)","I'll have the new geom_pictogram finished by the end of the weekend and the code up on a diversity of social coding sites so you're not locked-in to the github single point of failure.\n\nAs usual: issues, feature requests &amp;amp; PRs always welcome.","highlights and round rects work the same way https://t.co/3LIz4mZa5W","you can let it auto-compute the 100% proportions per-facet as well. this is a better choice than bars imo https://t.co/2iqqE7m7RS","use facets to make waffle bars (prbly shld use this sparingly to) https://t.co/9IB0UVfW6v","combining highlights and a (coming soon) new round rect option (which you should use sparingly if at all) https://t.co/GOPZarugcL","highlight one of the waffle proportions https://t.co/Ya7Bg53Vc4","a more geom_tile-ish waffle but a high contrast grid may be better in some use-cases https://t.co/T6aBPmnAYg","auto-computed proportional waffles (prbly the thing you should use most often) https://t.co/IV3qQH1SNu","Some further previews from the forthcoming new #rstats {waffle} vignette.\n\nBasic waffles https://t.co/U8E1RZeJ1Y","And, here's the diminutive version:\n\nhttps://t.co/QXJ9ofm41W","So, now you can prefix gist paths with gist[.]gitugh[.]com and it'll provide sane twitter cards like this one:\n\nhttps://t.co/0Qpeb45Av5\n\njust like it's gitugh[.]com cousin does for repos (which may be needed if ppl use that daft new giant card setting.)","Sharing out a gist link yesterday reminded me of something I promised I do for @dataandme.\n\nIt seems that despite Microsoft being flush w/cash GitHub is to tech &amp;amp; capability poor that their devs can't apply the same same twitter card img size logic change on their gists site.","Lack of a macOS Vista^wCatalina #macoscatalina update this week is *super* disconcerting esp since they've opened it up to the public. The OS is fundamentally *broken* as is Apple's attempt at a new secure OS paradigm. I sincerely hope someone smacks some sense into the prod mgr.","@noamross O_O","@fsmontenegro @TechJournalist @Werner Plus exploits key business processes b/c some (I'd posit many) humans literally have to open up every email or they violate a company policy or worse a legal/regulatory obligation. Many attacks don't require other interaction than that open event, too.","@catc0n @todb Aye, that def is accurate :-)","@hrbrmstr I experimented with this in ggflags a few years ago, and it seems the key was scales::identity_pal(),\nhttps://t.co/iCnfn2umDk\nhttps://t.co/mnERiVXoiQ","We've updated the Big Mac index https://t.co/wo6PKvp4eZ","@malco_barrett @dpseidel Aye. RStudio found quite the skilled &amp;amp; talented human in @dpseidel.","@Voovarb @sharlagelfand @Dale_Masch lots of moving parts in table(). prbly wld be a bit more inefficient.\n\ndespite these benchmarks, i'd personally say \"{dplyr} wins\" in my book b/c it's super readable &amp;amp; expressive even by a non-R expert https://t.co/ZoFLZXTlE2","@sharlagelfand @Dale_Masch sapply(lapply(mtcars, unique), length)","@sharlagelfand @Dale_Masch summarise_all(mtcars, n_distinct)","@thomasp85 @ClausWilke I just need to figure out why the aes params weren't getting into `data` in the key ƒ call. but i'm going to gut this and go the img approach so nobody has to deal with font stuff to use this pkg in the future :-) rly glad i @-ed both of you :-)","@ClausWilke @thomasp85 this is fonts tho. but i do have the option to switch to images since the SVGs are in the full Font Awesome JSON and I may just take that approach vs use a textGrob","Want to know how skilled @todb is in social engineering? He managed to convince me to get my access restored to our project management tracker thingy. #pwnd","@ClausWilke @thomasp85 that's the example i needed. #ty !","Want an on-the-fly, nicely-formatted quick reference to all default aes() params supported by #rstats {ggplot2} geoms? @dpseidel's got you covered with this elegant bit of code: https://t.co/0Qpeb3NZDx\n\nThat gist entry has at least 4 different R coding/idiom lessons in it. 💙","@Balgan this particular example is still in the home gitea server. \n\nCRAN waffle::waffle() has support for old FA glyphs but you need to use the FA bundled with it (it \"works\" but some folks have issue b/c getting fonts to work w/R can be more art (or luck) than science.","Just wait till all the additional 🗑they'll shove in \"their\" linux distribution, too. \n\nDo. Not. Trust. Microsoft. They're playing y'all.\n\nBut, given how horrible macOS Vista^wCatalina is, I'm likely just going to go back to a room-sized VAX &amp;amp; tube VT100 (mebbe 220) terminals. https://t.co/OerFKVemQ3","The reason for the fa_ vals being aes() mapped is b/c {waffle} users have asked to use diff glyphs for diff mapped parts. I'll whip up an example for that tonight/tomorrow.","This was not as, er, \"easy\" as I was expecting, but it's working! #rstats {waffle} geom_pictogram() #comingsoon\n\nI need to ask @ClausWilke &amp;amp; @thomasp85 abt how to not use the horrible hack I did to get the glyph in the legend to auto-match the one used in the mapped aes(). https://t.co/3KohmelcXE","@peterlovesdata @Google @dmi3k I 100% agree and started down that path the day they released it. There is a fair number of google-C++ library-dependent code for the diminutive robots.txt library they shared so it requires a bit of extra plumbing that's on the TODO.\n\nI'll make a public starter repo this wk.","@dmi3k @hrbrmstr Bob *may* have inspired me:\nhttps://t.co/wEMvV59b7e","Dumbbell plot bonanza in the last @lematindimanche 🏋️‍♀️- @datawrapper charts exported to print #webfirst #dataviz #EgaliteFH https://t.co/2Rg7xdzHsN https://t.co/Z746Nq7naa","@stiles O_O","It was good of @qz to provide an exquisite example of how not to do data-driven journalism so folks like me can use it as a \"don't do it this way; no rly, don't.\" example in the courses they teach. https://t.co/CEuhZXkW4g #rstats","@FindMikeLi So young tech folk can help build more tech that enables corruption in and division amongst humans? This is…desirable?","FWIW Apple appears to consider what @zoom_us did as malware-after-the-fact, but at least it helps clean up their REDACTED mess of an insecure, stupid hack. https://t.co/8rL6icfPw2 (cc: @todb)","@SteveD3 Batter dipped deep fried meth","Tis been a super rough week for the R7 Labs fam (and R7 fam in general). @jhartftw was a gem of a human, an incredible collaborator, and his virtual presence has been deeply, sorely missed every single REDACTED day this week. https://t.co/RjQkkhEsuf","Sneak peek at one of the new features coming in the updated #rstats {waffle} pkg (and something I feel daft for not doing before) visual \"search\" (fa grep and list now use DT to show glyphs). You no longer need to keep the FA site up to know what you're getting. https://t.co/08GS9C8p7t","@GossiTheDog Every \"super cool l33t infosec crew\" has a Slack that they use to not share info on the public internet so i suspect that kind of channel is working (for some definition of working)","@fellgernon @Rbloggers @rweekly_org \"Dragon droppings\" is my name for \"drag and drop\" GUI data analytics environments like T a b l e a u since they make it way too easy to create such fecal matter.\n\nGreat that your mobile experience is tolerable. The screenshot I just took shows they really don't respect content. https://t.co/bIDScw6Iwr","@cmpco thx. I took a gander at the cause (ow) and your crew had the power restored in record time. def appreciate their labor esp in this heatwave. pls pass on my thx to them.","@peterlovesdata @henrikbengtsson (attached) \n\nThey're really handy but I have to occasionally unset them b/c some dependent pkgs break workflows. https://t.co/kB6uIb4Zel","@joeday lemme grab the app (I've been hesitant to look at it but I'll be glad to for ya). I'll initially state one shld use serious caution b/c @airportscouncil is a commercial entity and are likely benefitting financially in some big way at the expense of our PII or taxpayer $.","@cmpco Any news on what's causing the outage in Berwick, Maine?","Also, #macos developers REALLY need to get into the habit of doing whatever Apple recommends to make your DMG's &amp;amp; pkgs open-able without a security warning. It's super-prevalent behavior after β 3 in all non-MAS apps.\n\nThis is going to be the worst macOS release ever.","macOS Vista^wCatalina fun log, stardate 2019.07.10\n\nLast night's reboot to get working ethernet hosed font access in R &amp;amp; Python.\n\nRebooted this AM to try to fix. No fonts, still, and now neither Alfred 4 nor Fantastical 2 work.\n\nNo new β code has been installed. #macoscatalina","@fellgernon @Rbloggers @rweekly_org I mean, if you're ok with being slammed with ads on a site that devotes a third of a column to repurposed content and also don't mind non-R content despite being you the product, then good on'ya I guess.","@Voovarb O_O\n\nI guess we shld all just be thankful, then, she has not been accidentally hit with a massive gamma ray burst? #toddlerhulk","@fellgernon @Rbloggers @rweekly_org (a) it's inappropriate content for R-bloggers (and it is, you cannot argue that) (b) R-weekly has the same and more content w/o ads (c) i thought the purpose of each was to amplify R content, not promote dragon droppings? (d) a site w/ads implies some level of care; it has none","We just published 4000 screenshot images of @torproject hidden service (onion) with classification as an #opendata set for research and analysis. The data has been collected using the open source AIL framework. https://t.co/FD7PoJDnQ8 https://t.co/pZfzKqP8ms","Oh, I see #rstats @Rbloggers turned into T a b l e a u Bloggers today. I'd almost rather have a tribal rant post vs dragon droppings in my feed list. Might be time to remove R-bloggers from my Feedly feeds since there's 3x the [well-curated] content in @rweekly_org.","Quentin Fazilleau is presenting flextable at #useR2019 https://t.co/TtM7eRMFSI","Part of Zoom's response below. Basically: an update to Safari (probably for security?) added an extra click to joining a meeting. So Zoom added a whole damn, undisclosed, running webserver to your computer to Save You A Click. And it isn't sorry.\n\nReally. https://t.co/GoSHzAci3Y","geom_waffle() will also get support for FA5 glyphs as well. This pkg is next in the \"finally update the ancient package version on CRAN\" queue.","{waffle} now has fledgling support for FA5 in the main waffle() function. I need to get docs &amp;amp; a vignette for it in there b/c it's kinda tricksy now with 3 separate glyph TTFs in play. Stay tuned.","@fistful_of_bass cool. one person's apps are great (at least typography-wise) on a platform that has no real standards on presentation/UX consistency. Until Apple really causes harm, I'm gd with the still better UX there.","@MMaechler @coolbutuseless @henrikbengtsson Aye. Tis a welcome env var (I've fixed a few things in my own code since adding it)!","@Voovarb Be thankful she didn't get access to your 🚙 🔑? ;-)","@LeahAWasser @thomasp85 If you're still having issue on the morrow I can prbly carve out an hour to direct assist (e.g. I can login to Slack collab or something like that). I've got plenty of resources to try to replicate. Def lemme know how it goes. No one shld have to suffer these font things alone.","@LeahAWasser Fonts are a serious linux and R weakness but I have hope we'll soon have a graphics device (thx to @thomasp85 #nopressure) where this will be substantially easier.","@LeahAWasser the {extrafont} dance might be necessary on the R build (I've never tried using R from Conda), then, if Python is working. R might just need a bit of help figuring out where they are.","@LeahAWasser If you can get the ms ones installed you can try to deliberately use Arial as a test to see if the extra fonts you installed are working. if so, then it's just a matter of getting Helvetica in there.","@LeahAWasser https://t.co/xEZjgJ2n81 might get you the ms fonts\n\nunfortunately it sounds like Helvetica is missing and I'm not familiar enough with conda forge to grok how to ensure it gets loaded in the Docker build. But that's likely the cause of the main glyph issues you're having.","@LeahAWasser k. take a look at 96-100 &amp;amp; 106-108 of this Dockerfile \n\nhttps://t.co/EZWncTEKjd\n\nthe fonts directory it references just has Calibri.ttf and Symbol.ttf. \n\nthat's what we had to do to get fonts going in one of our shiny apps.","@LeahAWasser lemme see if I can get some stuff into a more public area than $WORK's private repos…one sec…","@fistful_of_bass for some definition of \"works\" for folks who are OK with horrible kerning, inconsistent font usage, wretched dialogs and apps with no sense of UX whatsoever, sure.","@LeahAWasser Are you using any custom/non-default fonts and/or are the ones ggplot2 expects to be the defaults actually on the local system? Not all the distros have consistent font behaviour, unfortunately.","Ah, but now fonts don't work in R or Python again. Looks like I get to reboot in the AM. macOS users are going to be so REDACTED in the fall if they update to this b/c I have no faith the final RC will be good in any way, shape or form.","Moar macOS Vista^wCatalina fun =&amp;gt; primary ethernet just dies after $RANDOM number of hours passing data bits around but doesn't toss any errors from the interface. Fixed on hard reboot. Fun times, this crappy beta is.","@Andrew___Morris truth often hurts, my friend","@Arfness All my primary browsers have configs which make running things like this in-browser especially painful or impossible, so I never rly suggest it. IMO safer to run them on mobile.","Srsly. Toss piles of cash at them so @Andrew___Morris can afford to drink real 🍺. https://t.co/265hPMoSWb","Two incredibly well built and executed services that orgs shld be throwing 💰💰💰 at. https://t.co/QZQGPSp5cy","@Voovarb Ah. 👍. I hadn't seen my post come back yet so wasn't sure if it got moderated away. (not sure if it shld come back tho now that i think of it…mailing lists…so 1990s)","@Voovarb In case you are morbidly curious, this is the single line that would need to be added (one in the https://t.co/Oq8VJvD6Di somewhere, too) to put the meta viewport tag in all the docs. https://t.co/WB52Tu2fZU","@Voovarb Aye. Exactly. The viewport meta tag was designed to at least make \"normal\" sites more directly usable on 📱. The underlying Perl modules that do the generation support many modern HTML standards. If the r-devel req is rejected I'll see abt updating the underlying module, too :-)","The \"must have at least 24 POTUS candidates running at any point in time during election season\" seems to be a weird rule you Democrats have. Prbly want to rethink that.","FWIW killing the Zoom helper app with Zoom itself not running them removing the ~/.zoomus dir and making a new one owned by root with 000 perms prevents the insidious sidejacking helper app from reinstalling and Zoom URLs work fine (requires you to click open in app)","@jaysonstreet @mubix Pretty sure the GIANT Zoom window that pops up with today's fun disclosure is likely a decent enough indicator you're in an audio/video session of some sort.","Hey, @BlueJeansNet is at least up-front abt their localhost web server https://t.co/Xz7yRluSzv cc: @zoom_us","Used to pay $5/mo on a small instance for my personal site. Then I discovered Kubernetes and realized my site didn't scale! No canary deployments! So I upgraded and pay $200/mo now. Took weeks to configure. Millions of people can now read my resume. Damn, it's never looked better","@Voovarb I posted my proposal to get the &amp;lt;meta&amp;gt; viewport tag added to R HTML manuals to r-devel today. After I recover from any rocks or arrows I'll let you know how it goes. Worst-case if I just gen my own and keep them on the site.","@abresler Not a known RCE.\n\nNot technically a bug (honestly).\n\nCan be partially mitigated with user-curated sane app defaults (that one shld have had anyway).\n\nIncredibly daft, skeezy, bad-form undisclosed helper app side/perma-install &amp;amp; CORS abuse by the vendor who shld be spanked.","No echo chamber in the media when it comes to cyber news. Nope. None. https://t.co/FCpXUcrVsj","@jburnmurdoch @observablehq histinception","@dataandme that's all since Mara's tweet :-)","The \"Averick Effect\" is real (cc: @dataandme) https://t.co/tDgJwk2uXk","This was surprisingly \"CRAN in Par 1\". Why? It required compilation and some rejiggering of random number gen code to meet CRAN standards. \n\n{rhub} helped *immensely*. Very grateful for @GaborCsardi's hard, persistent work for that service &amp;amp; for @RConsortium's funding.","{ulid} — an #rstats 📦 to generate Universally Unique Lexicographically Sortable Identifiers was accepted by CRAN and shld be making its way to mirrors in short-ish order. https://t.co/xqVyviU1Pb","macOS 10.15 Vista^HCatalina devolution:\n\n\"Your mouse just tried to click on a web dialog box that appeared in a browser other than macOS Safari. Please enter the six-digit code that appeared on your Apple ID authorized device to enable this mouse action.\"","@themba generally agree but a cable went \"bad\" on primary workstation last Monday! Still def way way way more reliable than wifi. #nothingsperfect","@Speedtest Intelligence Report, U.S. Q1-Q2 2019:\n\n- 4.1 Million Unique Devices\n- 11.5 Million CI tests\n- 4 Billion Data Points\n\nhttps://t.co/o80PxGocJt","@dataandme @nytgraphics you just liked seeing me make a tangential almost 🏀 reference ;-) #hoops","@klmr @MMaechler @hadleywickham It's based on quite a bit of empirical data, esp your SO posts. I will also not be responding further to this thread.","@klmr @MMaechler @hadleywickham I am also not surprised abt that given past interactions.","@klmr @MMaechler @hadleywickham You are not \"average\". I tend to choose my words carefully for a reason.","@awhstin @chroma_js https://t.co/EslyOTPYal","🚨Logitech =&amp;gt; Logihacked https://t.co/IMYQvjKNMi","@lenkiefer lemons or pineapples instead of points?\n\nkool-aid color scheme?\n\nlei chart borders?","@MMaechler @hadleywickham I'm not trying to be mean, but (re: why do people not read…) the R manual pages (base R pkgs and many, many contributed pkgs) are generally very unfriendly to the average human, both in content and in presentation. R is not alone in these qualities, but is def on the list.","@Garin_Pace I highly doubt they even considered the application of this flaw by abusers &amp;amp; extortion-centric criminals b/c their threat model is likely \"how do we retain biz customers by making our products usable by the least competent computer users\" not \"how to we protect humans from harm\"","@Garin_Pace Aye, I saw the timeline but most software vendors are horrible and most app dev mgrs are fairly incompetent/incentivized wrongly *when it comes to things like this* and I see no reason why Zoom wld be an exception.","@Garin_Pace This sadly very likely had nothing to do with the items you mentioned. One of Zoom's hallmarks was \"zero impedance\" and any \"fix\" is going to very likely hurt this aspect of seamless usability badly so its more ostrich head in sand vs lack of available processes.","@coolbutuseless @henrikbengtsson No, now that I think of it I've had both in for a while before 3.6.0 and I don't think R 3.6 does anything special. I might be hitting conditions I hadn't before but more things def break now.","@coolbutuseless @henrikbengtsson I think the one is. The other isn't (forget which is which atm).","I've had @henrikbengtsson's suggested #rstats env vars:\n\n__R_CHECK_LENGTH_1_CONDITION_=true\n__R_CHECK_LENGTH_1_LOGIC2_=true\n\nin ~/.Renviron for a while now and code in third-party pkgs I depend on are breaking more often these days. May need to take a day to PR into some to fix.","#rstats {wand} has been revised, up on CRAN &amp;amp; no longer requires compilation. If you need/want to determine file type based on actual contents you can do so from any OS now in a very lightweight manner. File issues where you like for new file type support https://t.co/n8Y7XiSCWo","👍🏼 dive into #rstats match.arg() &amp;amp; partial matching.\n\nSince \"tidyverse\" means more than {tibble}/{dplyr} (which some ostensibly smart folks just can't seem to grok) consider using https://t.co/ozWeiqhvtO instead or at least document your ƒs that accept partial matching super well https://t.co/E4VMGolYM4","@gepeto42 @1Password 1p7 is a train wreck in every respect including usability. Seriously unhappy with it after being an equally long time and power user. Will prbly cancel, export info &amp;amp; switch to TBD later this summer.","Since there has only been crickets from DC after the attempted stated recompense plan post-blow up mebbe consider using @dataquestio for your e-learning, still, instead. https://t.co/C8n9hPr38x","🚨 What G said. (re: Zoom privacy debacle) https://t.co/g80yMs9WuQ","🚨 I'd especially advise victims of partner abuse or those who are more likely to be the targets of malicious folk who attempt extortion from illicitly captured local cam content to uninstall Zoom, remove the server (described in the post) &amp;amp; only use Zoom on iOS until its fixed.","🚨 Excellent sleuthing by @JLLeitschuh and shame on @zoom_us for their lack of response to this issue &amp;amp; using hacks to get around CORS. Forewarned: Jonathan's PoC will put you immediately into a Zoom meeting w/cam enabled despite the main URL being a non-Zoom URL. https://t.co/RpnTA8rJUF","This wretched liquid is now killing fish on top of putting firefighters in danger when it was burning. Mebbe Jim Beam shld take a hint and just shut down permanently before they do even more damage. https://t.co/nlrmgj0b8Q","Folks, just stop using Superhuman. They're as bad (in severely different ways) as DataCamp and I'm pretty tired of giving tech companies any benefit of the doubt. Don't give evil your $. https://t.co/u7IVQegrQs","@ra6bit @0xabad1dea It's based on actual data, tho (sorry if that makes folks uncomfortable with their fake mental models of life). I can (not today b/c today rly sucks) link to lots of things that document this. Twitter especially is woefully unrepresentative of actual IRL real life.","@joshua_ulrich Just trying to point how unhelpful these stupid, useless, battles are. Will be doing it for a while or until the inanity stops.","Another one bites the dust. ~110K citizens dis-served by attackers taking advantage of likely ill-maintained IT. Why is nobody in power treating this like a big, US-wide issue? // Malware attack disables government computer systems in LaPorte https://t.co/JEhPtduhbC","@GossiTheDog I need to poke on some legit prediction markets to see what the over/under is on this.","Oh no. I use the word \"tidy\" in there a cpl times implying I despise non-tidyverse things vs just like having gnarly objects in usable data frame formats. #fearthewrathofnorman","Tis a horrible week to post a new in-dev pkg but if you'd like to get a tidy data frame from an {openssl} cert, {httr} response object or {HARtools} HAR object and/or a local-cache-aware alt to download.file(), then #rstats {madhttr} might be for you. https://t.co/wo086DZeHS","What Tod said. :-( https://t.co/eiDd7hAsnS","The miniCRAN #rstats package has an update on CRAN, and a new hex logo. \nhttps://t.co/MtUE8PeG1G https://t.co/rKi22PNaMO","@CalumDavey Strawman gonna strawman","@gshotwell there are also a slew of environment variables that you can examine in there and set to FALSE to speed up the check process.","@gshotwell be forewarned, it's a 4990+ line function :-)","@gshotwell \"kinda\". tools:::.check_packages() is where that magic happens and you can do some surgery to only test what you want.","@brad_weiner @sharlagelfand They made, er, many promises/commitments after their leadership fiasco. There were supposed to be \"readouts\" to the community by now.","@sharlagelfand Wow. I was thinking the same thing yesterday and was going to post almost the exact same phrase. Coincidence or #greatminds?","@kjhealy i have been berating macOS 10.15 betas for a while now :-)","Comment period was extended to July 8th \nIt's a quick read they need to hear from you! US Government has a lot of challenges for making its data more useful #OpenData https://t.co/gLojTWVqOR\n@iassistdata @APDUorg @datajournalists @usdatagov @copafsK @AmstatNews @godort @ALA_ACRL","Are you attending @UseR2019_Conf in Toulouse but don’t consider yourself an R expert? There’s a side event tonight, just for you! 6pm at Pierre Baudis Conference Center (Cassiopée room), with social time starting at 4pm. #rstats https://t.co/kWogghYv1c","So, abt y'all ignoring basic website security/hygiene &amp;amp; magecart-esque supply chain risk… https://t.co/feLG3lqm1Z","Academics, you can use RIPE Atlas for tons of interesting research (and you can get extra RIPE Atlas credits for free if you need it for your analysis), so check out the free tutorial to get some ideas on how you can use it. https://t.co/0DOFqRG1Dy","@JonTheGeek Ah. Yes. It def is magic :-) https://t.co/Uy6BLHjiWL","@JonTheGeek ZOMGOSH YES! I mean GOTO has got to have a number to go to, right?! Sadly, most of my old giant mags were recycled ages ago. I think internet archive has more than a few of them saved, tho.","@Voovarb I need to look at the R sources today to see if it's texi2any utility itself or if there are macros being used that just leave out this modern viewport tag. I'll see what I can do to get it into the sources either way so at least the single-page HTML files read fine on mobile.","@Voovarb FWIW the plain split HTML ones I just gen'd are 2019 R 3.6.1 vs the 2017 editions (likely not an issue tho)","@Voovarb ah! yes! cld not find the link to those. I added the right viewport tag to all the split html ones as well, but bookdown def lks btr :-)","@Voovarb ugh (got my phone out) no. one sec","@Voovarb Are these versions any better? https://t.co/9OiXckcxYf","@Voovarb the epub link shld let you get a doc to work halfway decent (won't be ideal) in an ereader. https://t.co/yhfDy6eAXn","@ChasingMicrobes I'm rly not the one to ask for positive sentiments for GitUgh. My stuff is only there now as a courtesy for folks who are more comfortable there. I detest all things Microsoft and have zero trust in GH now.","@BPDranka lactose intolerant, unfortunately. They're gd in pesto (we use romano) and they're as unappreciated as celery. I do a mean asian lamb, celery and scape (long cut) stir fry.","@Voovarb epub versions will work on an mobile reader app","This is an insult to vegetables &amp;amp; pizza.\n\nLikely designed to be so.\n\nYay stunt political tweet for attention?\n\nShameful, if so, b/c of the claimed first profile word. https://t.co/8X4DFQZiTG","@ChasingMicrobes Or have a cheap, locked down site like https://t.co/AJc0dUtVew with your own built macOS &amp;amp; Windows binaries?","Oh if only this could happen to all the greedy mega finservs we might finally start getting folks to go into professions that actually help real people vs fill pockets with fleeting cash. https://t.co/Lj82BsnH0x","@ChasingMicrobes But it's also super important to realize that relying on \n\n &amp;gt; install_from_any_non_vetted_souce_like_gitugh()\n\nis fraught with potential, serious, peril.","@ChasingMicrobes I do this for lots of reasons including \"backups\". Others shld to. It's rly not difficult. https://t.co/Q67qPSQEzt","@balint_tamasi Sadly, no it isn't.","Hey #rstats … watch your GitUgh repos (this can happen to you, too). Mebbe enable multi-factor and, y'know, just not use GitUgh. https://t.co/UmGWnCKqnM","This really important story is, sadly, going to get lost in whatever stupidity 🍊tweet tomorrow // FBI, ICE find state driver’s license photos are a gold mine for facial-recognition searches https://t.co/azTY88lr0i","How 'bout typing in code from magazines into non-GUI text editors on woefully underpowered (by today's standards) systems? Copypasta has been around a long, long time. https://t.co/TuxWkjbw5K","It is garlic scape season! That means tonight is grilled Greek-inspired flank steak w/roasted garlic, fresh local garlic scape &amp;amp; dill roasted Maine potatoes joined w/peas sautéed in olive oil + garlic scapes + 🍋, paired w/grilled seasoned 🌽&amp;amp; fresh pita bread. #nom","Wasn't this a B-movie in the 1950's? https://t.co/VNkboigRRn","Spent an hour trying to figure out what those plots of stacked boxes that \"communicate parts of a whole for categorical quantities\" are called. Finally found @hrbrmstr's https://t.co/KZO7ICzD6T R package - simply awesome! #rstats #wafflecharts https://t.co/ODXqpRfb8r","This typical ⛱ wknd mess on the @MaineTurnpike exacerbates what's on the Google Maps traffic capture. Google/Waze steers folks down a twisty🛣 to a local intersection near me &amp;amp; jams it up, often going back 2-3 miles. Def a case of \"AI\" not rly being \"smart\" or helping anything. https://t.co/3pJRRBhhNk","TMW you ironically want July to fly by super fast https://t.co/mUyB5gG7WL","It's not even noon and thx to a necessary review of UNDISCLOSED country's official web site security posture across all agencies I already want a 🥃.","@csgillespie @czeildi @jtrecenti nay. i was just daydream drooling over the 3-day conference agenda :-)","I am thankful folks are posting picture-clips from that t-verse trashing post since they're providing just enough info to confirm it's not worth anyone else's time reading.","💙 seeing #rstats talks on security topics at #user2019 by @czeildi (R user security), @csgillespie (h@x0ring w/R!!), @jtrecenti &amp;amp; Friedrike Preu (secure auth).","Thanks to the storm (b/c of cooler temps) Veal Romano (i mean it's Parma-style by we can't eat 🐄🥛 so i can't legit promote that region) w/homemade 🍝 (linguine for the curious), homemade 🍅sauce, PBC-roasted garlic-y sautéed green beans &amp;amp; some super nom local 🥖 tonight #nom","Special thx to these fine folks who had great contributions and/or oodles of patience when dealing with this new 0.8.0 release. https://t.co/GBFCJGI8TB","Both #rstats {sergeant.caffeinated} and {sergeant} appear to have fully stabilized as far as core new functionality/API/separation of duties goes. Going to {rhub} the heck out of them tomorrow and submit to CRAN next week unless thou speakest uppest in issues.","Halfway through a personal toy exercise to convert all the code listings in ddsec 📕 to modern R idioms and boy do I wish the {tidyverse}, {ggraph} and other amazing pkgs had existed then or had been this mature at that time. Def makes one appreciate what we have now.","@george_berry @kearneymw in many, many (many) cases speed.","@kearneymw https://t.co/tJX9zJxkm0","What the actual REDACTED is going on with this heat wave? https://t.co/Ve1REPNJEt","#opsec unmasking real IPs of origin servers behind #CloudFlare or #Tor https://t.co/7kr94eMJsF","It's a dairy free dark chocolate chip, walnut &amp;amp; nutmeg banana bread kinda day # nom https://t.co/dNcqfEWBEU","R 3.6.1 builds for @ubuntu are now available on my PPA (https://t.co/UIlnrlCNgS), soon to mirror to CRAN. h/t @eddelbuettel","@SashaRomanosky Oh, I've read that. Believe me, I've read that.","TESSERACT: Eliminating Experimental Bias in Malware Classification\nacross Space and Time https://t.co/U1bpbD6Atb","@pachamaltese I excel at self-deprecation.","@SashaRomanosky @mroytman That open thing will be gd b/c I've been refraining from giving my \"uneducated\" (according to some) opinion on this whole thing until I saw something concrete.\n\nOut of curiosity: has anyone involved in this ever had to deal with actual vuln mgmt at a real org (for real) before?","@zxer197 Hey, thanks for stealing our content! Perhaps put attribution up top as well as bottom? Or, y'know, create original content?","I gotta say, @lksmth finds the coolest #rstats nuggets on GitUgh. Def a gent to git-stalk there if you want some fun R things to hack on/with.","I re-upped that from 2018 b/c we're abt to (or already are in) enter a time of super-divisiveness and it's kinda super important to figure out how to get the \"exhausted\" to care about fundamental moral/human things that go beyond D or R general inanity.","Americans Strongly Dislike PC Culture https://t.co/Y5Rkrxxx6W https://t.co/qcFMS8v2De","I almost feel obliged to run an Amazon Athena query today since I haven't run one since Wednesday night. I'll bet it is enjoying the break from me, though. It prbly talks to the other AMZN services abt me behind my back. e.g. \"Be thankful he doesn't do XYZ to *you* every day!\"","@dacort 100% same &amp;amp; I wldn't mind the HR (&amp;amp; finance) bit if HR (&amp;amp; finance) at orgs wasn't so super daft. But it is.\n\nI'm thankful my current role is an IC + overall direction setter + cross-org influencer but also has lots of mentorship opptys. I think that's the sweet spot.","@kennethrose82 Blasphemer! ;-)","@gepeto42 this is also an interesting issue since RStudio builds multiple dailies of in-progress previews for us weirdos to test. If the notarization process is at all slow or arduous it'll break this process (and it's a good process to help make a good final product).","@gepeto42 interestingly enough, \"open -a\" from an ssh session doesn't give carte blanche app perms like it does carte blanche cmdline perms.","@gepeto42 No, and that is very likely the issue for the fonts thing but the previous ones aren't notarized either and rly shld not open w/o right click open after a reinstall if Apple rly cares abt this stuff.","I mean, I get \"secure file system\" and all that, but it's 100% bypassed with a simple :\n\n$ ssh localhost mount svr:/data /data\n\nSo, I mean, really. WTHeck. It's security theatre, just like the TSA.\n\nApple hates serious OS users. Do NOT spend $$$$ on that new Mac Pro, folks.","Even MORE fun is that nfs mounts that worked yesterday in the same Vista^wCatalina beta do not today (permission denied). Was trying to mount to /data or to /Volumes/data and macOS wld have none of it…","Also, RStudio dailies from ~wk ago (previously installed) run fine on double click when re-installed but new ones require first right-click =&amp;gt; open despite RStudio having a proper developer cert.","BUT the Show in New Window button is forced to use Safari (vs my preset other default browser) for some odd reason (other browser is current) but Safari won't use the &amp;lt;style&amp;gt; in the generated &amp;lt;div&amp;gt; .","macOS Vista^wCatalina new fun! \n\nFirst, some R-related ones: R Markdown HTML previews in latest RStudio dailies are blocked from referencing any System font, but I can &amp;lt;style&amp;gt; CSS sub in my User fonts to see them in the Viewer…","@RevoAndrie I might have been even happier discovering it b/c I rly dislike that format and rly didn't want to have to write a pkg to deal with it. Super helpful! #ty","✓ Bike ride\n✓ Validated #3's C++ assignment efficacy\n✓ Lunch with offspring\n✓ Haircut\n✓ Groceries\n✓ Has not melted\n✓ Contemplating a rest-of-day Zatoichi marathon","@sharlagelfand @kara_woo I try to use the Fight Club rule when it comes to talking abt pie charts in {ggplot2}.","Also, #rstats, FWIW WinBuilder builds are going SUPER FAST today.","Looking for something to do on a 🔥 extra day off in the U.S.? Perhaps take some time to:\n\n$ brew update &amp;amp;&amp;amp; brew upgrade\n\nand/or\n\n$ apt update &amp;amp;&amp;amp; apt upgrade # hopefully you sudo this\n\nand/or\n\n$ Rscript -e \"devtools::update_packages()\" #rstats","@jhollist Agreed. It's super important to shed light on this too-long ignored part of our history. Really thankful POTUS reminded us of the vital role airports played in the founding of Murica.","Given that I don't teach for a living, I honestly don't know if it's \"OK\" or not that by Week 7 (out of 14) in an intro to C++ course that there's not a whit of discussion re: input validation in #3's summer course. The security wonk in me says \"no\", tho.","@abresler @waisingrin @JakobyMike @JWARenders @tombschrader @mikekirkpatrick @jbkunst @dataandme @DocLanceP @jdatap Might be moot. Cali's bot-law went into effect this month and unless there's a get out of jail free card I'm not aware of, that particular one may end up being banned by twitter sooner than later.","@nicoleradziwill True story: abt to get a haircut post-lunch with #3 &amp;amp; #4 and the stylist at the place I go to has been daring me to get a dyed mohawk for 3 months now. Still not going to take her up on it.","Trying to get Chrome users to run executable files? Send them benign phishing links to the domain a few days ahead of time. Then send them to a landing page on the same domain where they click to start the download. No more angry red \"harm your computer\" warnings. https://t.co/1BW6QpAi9i","@nicoleradziwill You forgot the \"purple mohawk\" option.","@hadleywickham I need to whittle down the file so I can upload it so y'all can reproduce it.","Rly not sure why folks continue to promote unethical activity in data science. https://t.co/7AtNVgiVqj https://t.co/P3taHDYKV6","Wait, so \"I improvised the thing about the airports\" is the more *flattering* explanation? https://t.co/rGu1WwVmz8","@TexanDhillon It's 0x00 byte somewhere in the file. Most everything \"standard\" in R &amp;amp; even Python (I say \"even\" b/c you'd think that tool wld have learned how to get txt things right from Perl/awk) dies a horrible death when dealing w/strings w/embedded nulls b/c of internal code assumptions.","962 stores found breached on 4 July - Magecart are at it again and this time it looks automated. See what @gwillem and chums found https://t.co/2hTcjvfNzB","Like a daft rookie, tho, I have some light leg cramps (which @hammernutrition helped make not so bad to begin with &amp;amp; is helping post-ride as well).\n\nSo, am glad I finally overcame severe reticence to get back into 🚴‍♀️&amp;amp; I think the 🐢 is prbly kinda glad abt that as well. — FIN","According to the kinda useless Apple Health app (not using my @Garmin apps/devices until I get back to a less embarrassing set of stats) I did 8 miles more than yesterday and the achilles tendon is no worse for the experience b/c I learned from experts how to tape my foot well.","Turns out, there's truth in advertising!\n\nI also used this little guy as an excuse to keep resting until he made it into the grass (which he did). https://t.co/foy0xHW7qt","Said alternate route was one of my favs (tho I wasn't sure I was up to the fairly constant 2-mile up-hill at the end of it). I've taken/shared this picture before but I used it as an excuse to take a bit of a rest. I rly 💙 this sign for some reason. https://t.co/iyai9VaORg","For one stretch I kept trading places with a local lady cyclist I hadn't seen before and decided to go on a different route (these are lonely, rural back roads and I just wanted to let her have a ride w/o having to think abt a male cyclist being in proximity).","Was surprised at my ability to walk after the bike ride yesterday (the achilles tendon thing has been rly kinda not great for 18mos). So I decided to head out today again after proper stretching and taping. Great day up here. Not many cars b/c of long weekend.","@jouni_helske @FabioFavoretto @rstatstweet When you only try to see the world through your own eyes that's kinda how we devolve to tidy vs dt wars. One actually gets to see how the data \"moves\" in the pipe and that's super powerful (provided it uses the {magrittr} alt-function names)","@CMastication @yoniceedee Did the massive flooding also wipe out the ability to plant or did it just delay? (I had read stuff post-flooding that it was going to stop farmers from planting in those areas).","@yoniceedee @CMastication wheat an amazeing story.","@FabioFavoretto @jouni_helske @rstatstweet FWIW {magrittr} has declarative function names to do maths this way (and doing maths this way is 100% legit). https://t.co/iyWCBSCBSS","And @Debian builds for R 3.6.1 have been prepared and uploaded. \n\nExpect @Ubuntu builds (thanks to @marutter) and @Debian backports (thanks to Johannes) at your CRAN mirrors within the next day or two.\n\n#rstats https://t.co/jpx0EpPoBv","#rstats 3.6.1 \"Action of the Toes\" is released (source version)","@GossiTheDog Most enterprises are blind to even the existence of DoH &amp;amp; DoT tho. Most medium-sized orgs are blind to it as well. Small ones: lol. I'm not excusing the blindness, but it's just a fact. At least this💣 might have helped w/visibility of the issue (despite the daftness of it all).","@jleyden @Netcraft https://t.co/Jol6Jyd2LN","@sawaba Get Better Touch Tool and it's pretty darned useful all round","@campuscodi If Enterprises won't be able to override the subversive defaults in both of those browsers, it is pretty villainous. \n\nIf both orgs use their \"preferred\" DoH provider by default w/o notice (like Mozilla does), it's 100% villainous b/c it'll concentrate snooping.","@sbtge @campuscodi Yep. It'll be super great for malware builders and botnet operators + enable subverting enterprise configuration controls. So. Darn. Good.","The #rstats {ulid} 📦 has been updated to the latest ULID C++ library, has a battery of {tinytest} tests, now passes all CRAN checks &amp;amp; even builds on Windows just 👍. Will be submitting to CRAN next week. Tis on all the usual social coding suspects. https://t.co/SidSTl2Elc","We…we put tank…in a box…on display…in the rain…for the #FourthofJuly #trumpparade O_o","@csgillespie @Google @SenatorCollins @originalnathans In truth, #4 enjoys his morning and afternoon tea daily. Also we do use an electric kettle and it is painfully slower b/c of the daft voltage thing.","Amazing, 7 Eleven launch mobile payment app: a day after launching it attackers stole half a million USD from customers, as the app had no security around password reset (any user could reset anybody else’s password) https://t.co/EyBrcFYMlL","So far, the popular internet has told me that the U.S. #4thofJuly is all about:\n\n- baseball (@Google)\n- military might (🍊 &amp;amp; @SenatorCollins)\n- gluttony (@originalnathans)\n\nas opposed to freedom &amp;amp; justice for all.\n\nNo wonder we're as messed up as we are.","@ra6bit @khaxan @munin Dude, we'd be going through the same fear &amp;amp; hatred-filled populist-driven authoritarianism that is Brexit right now. Not sure that's a whole lot better than what we got.","Managed to eek out a 12mi annual #4thofJuly ride in the stars &amp;amp; stripes Cap' cycling shirt w/o further destroying the Achilles tendon.\n\nWings, goats mozzarella stuffed 🥓wrapped jalapeños &amp;amp; bacon+roasted garlic taters on the PBC; BBQ thighs on the grill.\n\ntime for more R pkg dev","Happy 4th everyone. Free accounts now get 250 credits. https://t.co/1XC0EmKrgb","@coreypembleton AH! ARGH! You're right. I should have used one of the more normal ~2GB size ones for that. I'll re-run the test :-)","All kinds of honored to see Data-Driven Security noted on the @NCSC's blog this week https://t.co/IziZBTKZLz #ty (NCSC is doing pretty darned amazing things to help make the UK a safer in cyberspace).\n\nAlso, def take a look at their release of LME: https://t.co/KkDVnjHKYU","This screenshot is one big reason I'm still lean towards using #rstats readr::read_xyz() when I'm forced to use wonky internet-sourced data locally (vs Drill or Athena) but also still 😟 abt how embedded nulls can still DoS an analysis in R &amp;amp; Python in 2019. https://t.co/Dfi2NUBKOu","Trickle-down authoritarianism comes to Maine. Sigh. \n\nIt'd be swell if we focused on freedom &amp;amp; justice vs might on this day of remembrance.\n\n(oh, and thx for wasting taxpayer $ @SenatorCollins) https://t.co/cBeG9w8D40","The addin hodgepodge pkg {hrbraddins} now has a new, tiny RStudio addin (1 executable line of function code) to run {tinytest} on an open #rstats package project in RStudio. You can then bind, say, Cmd-Option-Shift-T to run tinytest::test_all() in said open RStudio pkg project.","@tjmahr Um…it does it the same way. It tells you the columns for each read. In fact, I'd argue the output from readr::read_xyz() is more directly usable as I don't need to call spec() to get the spec.","macOS Vista^H^H^H^H^HCatalina just popped this up when I tried to\n\n$ cd /Volumes/someexternaldrive\n\nBut…I had given iTerm Full Disk Access. Except that sometime between 16:40 Wed &amp;amp; just now iTerm fell out of Full Disk Access.\n\nCatalina is going to be a REDACTED nightmare. https://t.co/Eil6w29zA1","What do we know about an IP Address? https://t.co/tgWSHTYN6V","The 'noproj' branch of #rstats {ggalt} has a revised geom_dumbbell() which enables using different point glyphs for the different sides. `?geom_dumbbell` has the following example in it (can also set fill is using hollow point glyphs). https://t.co/ksiMNITiRz","\"CIRCL Images Phishing Dataset\" released including 460+ screenshots of phishing website classified and labeled (ground truth) to support research and classification in the field of malicious website detection.\nhttps://t.co/EukuRjELG2 \nThanks to @VincentFALCONI3 for the hard work. https://t.co/U5Errj8LCM","@ronindey @LanceUlanoff Run for open seats in the U.S. House and Senate?","@gathmad I guess you've never experienced the wicked fast complex joins that take 1/10th the time in {data.table}.","Thanks to @_abichat both using #rstats {ggchicklet} and being kind enough to take time to file an issue the pkg now, correctly, uses the appropriate border color in the legend keys if you've changed it in the geom call.","@tjmahr IMO if one constantly sees {readr} 'cols' messages in ones scripts one is kinda 'doing it wrong'.","@tjmahr But {readr} is only necessarily verbose once. I found the \"in your face\" 'cols' messaging kinda annoying at first but I immediately (in new analyses on new datasets) copy/paste it above the read_xyz() call and add a col_types= arg w/it. Its goal is to help declare/assure intent.","Given the day it is folks might be interested in \"1776: The World Turned Upside Down\" over at @serialboxpub (https://t.co/lzgq20t9ad). Twas a gd listen (how I'd recommend consuming it) &amp;amp; definitely not the trite, glossed over bit of US history you learned in grade school.","@bradleyboehmke As Cap' wld say. \"Watch your language!\"","HEY #rstats. I know this is ___crazy___. But *TODAY* (yes, actually *today*) I used BOTH {tidyverse} and {data.table}!!! iknowrite?! Totes cray cray (as the kids are still wont to say IIRC). Amazing how you can actually be productive and use two different ways to process data.","Well, it's good Baltimore focused on restoring the things that matter most to citizens first…OH…wait… https://t.co/hDBhFd0tFR","Well, at least one good thing happened today https://t.co/Eb82jeKDz6","@anh_n_tran @MilesMcBain @tjmahr @dataandme Honestly, folks getting uptight abt \"tidy\" vs \"table\" aren't going to do a thing to the majority of rstats folks b/c most aren't following the inanity on Twitter. They're using R the way they do to get things done, make the world better, and then do other things.","@todb How do you know @superhuman is lying? Representatives of them are either talking to you, responding to media, or tweeting, or — like — even just breathing.","@todb HAHAHAHAH they have \"deleted\" existing stored info. HAHAHAHAHAHAHHAHAHAHAHAHA!!!!!!!","@todb i mean, i grok it's \"beta\" but it's an egregious oversight that not even floppy-driven Slackware ever did to me. Apple's gotta be better than 5.25\" floppy disks, right?","If you believe @superhuman's startup $$$-focused cave-in to community pressure == they're suddenly \"ethical\" and \"actually care\", then I have a few bridges I'd like to sell you. #foolmeonce #dumpsuperhuman #effsuperhuman // https://t.co/sNIeNI6KOG","@joshcorman Heart was actually a :-(","Grilled fennel &amp;amp; garlic rubbed lamb riblets, coconut-ginger jasmine rice &amp;amp; a light stir fry of baby bok choy, red &amp;amp; green pepper, onion &amp;amp; garlic tonight. #nom","@0xbaddeer last time i checked we rly aren't customers, we're the product :-)","@abresler tons of ad-hoc queries for a big last-minute request. \"none of it is going to be usable again\" but I don't believe that so I saved it all off vs go through the normal meticulous drake-esque process of saving upon generate &amp;amp; use cached version that I normally do (sans drake)","@0xbaddeer I mean, it has an API.","I've used save.image() more times this week than I have in-total in 2 years. I knew the week wld be crazy but not this crazy.","I researched how to block the email tracking pixels embedded by Superhuman, Marketo, Yesware, ConstantContact, HubSpot, MailChimp,SendGrid, Eloqua, SalesLoft, PipeDrive, FullContact, and more.\n\nSee here for instructions (requires uBlock Origin): https://t.co/YrXzmCCiVw","This great, useful tool that makes _good_ data visualization accessible to a very broad audience just keeps getting better and better. https://t.co/jHVF1jd0Db","@Andrew___Morris @GreyNoiseIO @verysmallegg @obsecurus @wellsgr FWIW \"-10\" is technically double digit ;-)","@amatwyshyn @joshcorman I also predict this will have no positive impact on D-Link's device security and won't cause other manufacturers to try to better, either.\n\nAny decent compliance regime in an org can game any supervisory set of compliance checkbox decrees.","@amatwyshyn @joshcorman Aye. The document title uses the word \"judgment\" but FTC is fond of consent decrees b/c it tens to accomplish the same goal without having to admit wrongdoing (I know Andrea knows this 300% better than I do … just providing context for anyone else following the thread).","@dseverski Nay. Time is a fierce enemy.","I think I actually, audibly heard Amazon Athena lament \"Oh no. It's *him* again…\" as I did my first:\n\ntbl(athena_odbc_connection(), \"some_work_parquet_dir_in_s3\") \n\nthis morning.","Pref proximity %in% c(\"LA\", \"Boston\", \"DC\", \"Toronto\", \"Austin\", \"Belfast\") for the role IIRC.\n\nAnother potential downside is you have to put up with @dabdine's Slack GIF habit.","I'm fairly certain the forthcoming job posting for another Data Engineer position will be up on the R7 jobs site nxt wk. If you want to help secure the 🌍 &amp;amp; have the entirety of AWS as your playground def drop me a note. Only downside is you likely have to interact w/me ~daily.","@_inundata @juliasilge @earino And, as @gepeto42, put it to me earlier (paraphrasing &amp;amp; added my own colour): do you really want whomever they get bought by (it is a skeezy silicon valley startup, after all) to have all your emails and full access to your email account?","@_inundata @juliasilge @earino If their mindset is \"unethical by default\" does one really want them having access to the text of all their emails?\n\nThey likely have to siphon it off to do whatever processing they do. Do folks rly think they treat data responsibly?\n\nGuess we'll find out when they get breached.","Long live full-size newsprint data-driven stories with great vis! Online stories/vis are great but this was a treat to see in-person today. https://t.co/jAJpoYXnsl","@opencpu @GaborCsardi IIRC ye olde HTTP RFCs refer to this value in the context of \"wire\" (so transmission). Not sure what the modern ones say off the top of my head.","Wow. @FTC totally smacked down @Dlink despite D-Link's marketing-speak to the contrary.\n\nPosit: D-Link will continue to create &amp;amp; sell woefully insecure kit.\n\nFull FTC judgement: https://t.co/hK8TSLQmtz [PDF] https://t.co/bGkt39Jgi5","macOS 10.15 beta 3 seems to have fixed half of the dialog/Finder window slowness problems but it looks like the extra hoops being jumped due to new sandboxing rules are still part of the reason for sluggish behavior all around macOS.","@gepeto42 I mean lots of orgs add on processing apps to their org gmail from the goog marketplace. But I agree in this case that the benefit premise is kinda skewed. Good pt abt the acq potential as well.","@gepeto42 I mean if they offered some kind of rly decent extra spam / phishing / etc security benefit on top of any other functionality it might have been worth $3-5/mo. But they seem to not have any ethics so anyone granting them any access is potentially in harms way.","Ah. Phew. Apple fixed the macOS 10.15 beta Screenshot app HUD behavior of not allowing simultaneous clipboard and file capture.","A cool and disturbing data link in today's Data Is Plural is a ref to the U.S. annual wiretap reports data page. https://t.co/D4lbBctCqX #italwaysfeelslikesomeoneiswatchingme https://t.co/o24W68YRIc","Also: if they have sufficiently low ethics to default to \"surveillance\" mode, should you really trust them to handle your email data ethically?\n\nEthics matter.","Am ++rly glad I never responded to the \"consultation\" request emails from @Superhuman. \"Sketch-by-default\" company ethics and a company funded by unethical VC firms are two things I definitely do not want to support. // https://t.co/MF81N07TOp","Oh, it overwrote /etc/hosts again for beta 3 install. \n\nAlso, the \"Developer\" entry in Security &amp;amp; Privacy went away. Thought for a minute Apple was going to make it easier for more experienced users to get stuff done w/o Vista-esque prompt hades. Sigh.","macOS 10.15 beta 3 removed everything from \"Full Disk Access\" upon install. If I hadn't checked that post-install most of my daily workflow would be busted. I know it's \"beta\" but this — along with the recent \"overwrite /etc/hosts\" behavior is indicative of Apple's lack of focus.","@pjs_228 One *tiny* example showing just how much Elementary cares not a whit about proper typography. This matters. https://t.co/Nf8UESFb1z","@pjs_228 I'm familiar w/all of them (not a brag, just a fact, I keep current on pretty much everything incl — ugh — Windows) and they are all sub-par &amp;amp; inconsistent. As noted, tis the way macOS is trending as well. In ~18mos (new h/w upgrd time) it'll be choosing amongst least of evils.","@Xanlythe which is ++gd given how horrible your org's Windows 10 updates have been in the last 18 months.","Hey $MUNIS / $BIGFORPS: you can expect ++more of this if you keep on treating currently lower-wage folks as disposable chattel // 7 South Florida Residents Charged in DCF Data Breach https://t.co/5Nf0KG8dnR","Today I learned how to create a C function in one R 📦 that can be called at the C level inside another R 📦. If you ever want to do the same, I've documented the steps, along with the pair of packages, here #rstats https://t.co/CE44WLf4pY","@hrbrmstr Thanks to @malko_dee remark, I removed duplicated revenues in this week #TidyTuesday dataset. Here’s the new correct plot 😁\n#RStats #R4DS https://t.co/EFBOIPZ5sp","@_abichat Nice! Can you post an issue on your preferred social coding site? That is def an oversight on my part re: legend.","@lenkiefer tbh i'm doing the data %&amp;gt;% at an increasing amount these days b/c of much copy/paste during prep work and use of RStudio snippets. prbly shld amend the talk ;-)\n\n(also you shld see the recent Legend of Zelda themed talk we gave at an internal-only pres a cpl wks ago ;-)","@GossiTheDog Totally not fair. You know orgs can't be expected to patch their systems. It's too hard and too many ICS or business critical systems are in play to make it possible to keep current. The attackers should just stop attacking.","Infosec / DFIR folks: it's super important to read this. Once this is commodified all your precious tools to mine DNS for things like this go away. (h/t @ronindey) https://t.co/DiwBHB2ObF","@pjs_228 I kinda just want decent, consistent typography + consistent and thoughtful UX across core apps + seamless hardware recognition &amp;amp; no-trouble Wi-Fi. No Desktop Linux provides that &amp;amp; macOS has degraded in all those areas as well (it's like they hired Linux or Microsoft devs).","@gdbassett Ah, PPTX is persona non grata round these $WORK parts now but if I had to do similar I'd use {mschart} https://t.co/BZH9Clzlsw / {officer}.\n\nFWIW @OmniGraffle reads cairo_pdf plots pretty well &amp;amp; I cld be persuaded to work on https://t.co/BNO0mfslOL if folks do use OG to customize","@gdbassett {ggplot2} 😎\n\n(R markdown output to hires PNG and PDF — use dependent on presentation medium — using specific width/height and proper defaults for large-ish fonts via a custom theme_pres())","@pjs_228 Desktop Linux environment UX is horrible. All of them. It's like the designers were paid to hurt users. But, now, macOS UX is heading that way, too, so mebbe it is time to consider migrating.","@thomasp85 @ClausWilke @djnavarro @morganmpage @skyetetra @Twitter Ugh. From the screenshot a cpl tweets back in the thread the The \"new Twitter\" that they defaulted me to and I can't change back to \"slightly less horrible Twitter\" was not a broken A/B test but is actually the \"new twitter\". It's horrible.","And, macOS 10.15 also DoSes itself by iconservicesd losing access to read icon info on first try which is another cause of super slow file dialogs &amp;amp; Finder windows even if you're rendering icon previews.\n\nDid Apple hire a bunch of Microsoft folks or something recently?","More macOS 10.15 \"fun\". Turns out the font issues w/R &amp;amp; Python (pls a cpl other cmdline things) are \"permissions\"-related and said \"permissions\" get wonky in-session. \n\nBecoming more and more convinced that \"Catalina\" is the word for \"Vista\" in some spoken language.","@matloff @the_engi_nerd @sharon000 @joshua_ulrich @NickForr @csgillespie But, it's not a bridge. \"Piping\" is not {dplyr} / {dbplyr}, it's just a way of moving data around.","@hrbrmstr @rweekly_org Also, big shoutouts to the dedicated editors each week (rotating schedule) and everyone who submits links!\n\nhttps://t.co/qcDse8ZXrM","Aren't y'all glad we've let the internet be centralized behind such trustworthy and highly available orgs? https://t.co/YTLV2gGUv9","FWIW the city manager shld also step down IMO as they're likely just as complicit as the IT director. CIOs/CISOs are usually the human sacrifice, tho, to deflect blame. // UPDATE: Lake City fires employee after paying ransom in malware attack https://t.co/i3Kwpbb1j6","But, they're the \"good guys\" now and totally care about you. Can't wait for \"The day the repos stopped working.\" // The day the [Microsoft] e-books stopped working https://t.co/xRBODfvrq2","@matloff @the_engi_nerd @sharon000 @joshua_ulrich @NickForr @csgillespie (https://t.co/2Gn80dYEwv)","@matloff @the_engi_nerd @sharon000 @joshua_ulrich @NickForr @csgillespie Seen {https://t.co/DYHrUMhZch}? That actually tried to coexist.","@matloff @the_engi_nerd @sharon000 @joshua_ulrich @NickForr @csgillespie yep. how exactly is that enhancing {dtplyr} vs trying to \"compete\" with it?","My \"fav\" network equipment vendor strikes again. https://t.co/rRrA8QWCOm","&amp;gt;this&amp;lt;\n\nAlso, same the U.S. these days.\n\nGov is def doing a great job providing resources. Folks just need to use'm. https://t.co/rP5HGlu7JS","@matloff @the_engi_nerd @sharon000 @joshua_ulrich @NickForr @csgillespie Was not going to do this but I'm going to say it: so, what was holding the broad dt community from making {dtplyr} better earlier? It's FOSS. I wrote two different {dbplyr} back ends for things that I use despite there being direct support for other ones (e.g. maria) in {dbplyr}?","@matloff @sharon000 @joshua_ulrich @NickForr @csgillespie Oh, I'll gladly use the Mute privilege with wanton abandon, thank you very much. That's what it's there for, to ignore things that aren't worth viewing.","@gpavolini @joshua_ulrich @NickForr @csgillespie I found lots of inappropriate phrases in the various dt and other threads over the past few weeks in R twitter land. Lots. I'm also not going to \"name and shame\" and refuse to get into a \"recognition\" debate w/anyone since I very likely have fundamentally diff opines on it.","@ra6bit @unixgrl12 Same tho I never re-upped after passing it the first time w/o prep.","#rstats {ndjson} got a version bump to 0.8.0 (dev mode) tdy due to incorporation of the latest underlying `json` library (3.6.1) which brings security &amp;amp; performance updates. Will push to CRAN after it bakes a bit this week. Tis on all the usual social coding sites.","@ra6bit But, on the plus side, I still remember that fences should ideally be 8+ feet high #uselessinfosecinfobecauseofcissp","@ra6bit i just can't support something that doesn't fry practitioners who have said cert when they unethically give info abt breaches to krebs or hack infosec stenographers (they aren't rly reporters). other reasons, too, like they don't focus on ethics nearly enough (or at all).","@ra6bit Welcome to the \"no longer possesses a nigh useless certification\" club!","@todb This is srsly awesome, Tod. Mega positive thoughts heading your way.","It'll be interesting to see how the 2020 Dems poll (via @politico) change as a result of the debates and after the FEC campaign donation reports come out. https://t.co/qlRCSmH56O https://t.co/On2EPWUZq3","#protip for any U.S. non-IT municipal office workers wanting a long holiday this week due to legit muni-wide, irrecoverable system outages: just open more of those janky emails and click on every link on those woefully poorly managed systems of yours.","Wasn't the Atlanta crony-supporting, post-2018-ransomware multi-million $ IT-spend boondoggle supposed to not have things like this happen again? When will voters hold muni officials accountable? // Georgia court system hit by ransomware attack https://t.co/L5XQvVJXAU","This is a phenomenal config resource for anyone who runs their own website. https://t.co/VsxSlgFKsB",".@rapid7 UX is hiring! Want to design the future of cybersecurity AND work with spirited, accomplished, &amp;amp; humble folks? We're the team for you!\n\nLead UX Designer (BOS): https://t.co/bVZV5vL5mM\nSr UX Writer (AUS): https://t.co/apJFDKh2Ht\nSr UX Writer (BOS): https://t.co/wMAO2hMAAk https://t.co/mn8vY3HwUu","macOS 10.15 is going to be Windows Vista-esque annoying for Mac users unless you only use browser-based internet apps or watch movies. Five prompts already today to allow apps access to various local resources.","If your org uses AWS S3 you should consider setting up a regular audit process w/https://t.co/sT3zwsA6m7 to ensure you won't become a victim of lazy/malicious pseudo-researchers who name &amp;amp; shame orgs for media attention (shame on \"news\" outlets who run those stories, too).","TLDR: ICANN just gave a financial gut-punch to non-profits with .org domains. Orgs shld expect to be seriously gouged come renewal time. // Domain overseer lifts all price caps on .Org domain names https://t.co/1ENqoCPysE","For anyone running macOS 10.15 betas and experiencing painfully slow file dialogs and super slow Finder windows, perhaps consider disabling icon previews and relative dates. May have to find -delete .DS_Store and restart finder before doing that. Made fs ops much faster for me.","@Emil_Hvitfeldt this was rly gd #rstats post on how to change legend glyphs in {ggplot2} and also how to make your own glyphs https://t.co/cVFKmCrSb3","Cidade de Guadalajara, no México, é atingida por tempestade de granizo; veja fotos https://t.co/ckLSBuiX0y #G1 https://t.co/AbOTxEE0ss","@nicoleradziwill @TheStephLocke Personally, I'm switching back to only idioms that only work in pure S-PLUS. None of this \"use what works best in any given situation for radical, optimal problem solving\" business for me anymore. Nope. Gotta hunker down in a proper old school camp.","infosec folks: I mean, you get to work with both @NCSC AND @rickhholland (it doesn't get much better than that). Get those CFPs out! https://t.co/oVjbqxrSG8","ZOMGOSH *so* many great #rstats features in @rweekly_org's week #26 wrap up that I can't possibly tweet them all (100% serious, too). Y'all are doing EPIC R work &amp;amp; glad you're also sharing it.\n\nDef take 2 minutes to read it &amp;amp; dive into the ones you 💙: https://t.co/rA0AvSlOxn","@farhanible def. I kinda wasted 30m of my time talking to a reporter for a major newspaper abt this (story never made it to press). lots of reasons to target munis over corps specifically b/c of the nigh guaranteed payout angle.","@joshua_ulrich @NickForr @csgillespie you prbly shldn't assume the dt folks are the subject response of the tweet, too. lots of non \"long time' dt'ers are piling on in other ways in the R twitterverse and it is indeed super petty.","Great, #rstats quick-read, \"{data.table} basics\" post using practical/common examples by @_johnmackintosh // https://t.co/LonbucLLcK","👍🏼post by @juliasilge showcasing some spiffy new additions to {tidytext} (incorporating rly useful ƒ() by @drob) that elegantly solve a gnarly #rstats {ggplot2} vis problem // Reordering and facetting for ggplot2 https://t.co/kuOamZlDQG https://t.co/tofegBefyd","Another day, another Florida municipality ransomware event.\n\nI'd bet serious $ that many more munis across the U.S. are having ransomware events and just not reporting them as such.","@NickForr @csgillespie a positive, collaborative attitude across datasci \"camps\" is what we really need to meet a large % of the modern challenges facing us all. Petty divisiveness serves nothing but the opposite of that. And, make no mistake, it's pettiness.","@NickForr @csgillespie aye, but it's also the \"assume malice\" stance and desperate attempt to be \"better than\" attitude which seems to have rooted in a foundational \"tribe\" that is deeply disconcerting. That's pervasive in infosec &amp;amp; a major contributor to why we're (society) as insecure as we are.","&amp;gt;this&amp;lt;\n\nMS didn't do this out of the goodness of their black, horrid hearts. They had to for legal reasons. https://t.co/JbRp2EcQuz","I'm disheartened to see that there's a (growing?) segment of R practitioners that are behaving as sadly as a ++chunk of the infosec practitioners out there.\n\nSrsly folks, you don't want to go down that path. Infosec is awful &amp;amp; said fact is a big reason i gravitate outside of it.","If anyone is bored and wants to do some #rstats exercises, I'm looking for beta testers for our MSc data skills course. The exercises have a self-checking section at the end and there are models answers linked to the page below.\n\nhttps://t.co/XD5Dsccrte","@favstats Tableau","Goat's milk gouda, goat's milk cheddar &amp;amp; Manchego mac-n-cheese as a side for tonight's cowboy steaks (brutal work week ahead even/w the holiday…need comfort food).","@technocrat https://t.co/VaWoh21KUc","\"Trustworthy Computing\" https://t.co/vjeMCWNdEM","@sharlagelfand hugo v0.55.6 gives me this on a hastily-crafted {blogdown} site https://t.co/Jwo34ZIP0c","Well, who needs power and internet anyway, rly. \n\n(The previous storm line tdy hit super close to home, crackled headphones &amp;amp; popped 2 circuits. O_o) https://t.co/Cv9rGlQRs6","@sharlagelfand ugh. it def works in normal hugo (I help out a cpl folks with that). lemme see what I can do re: {blogdown}","@sharlagelfand ARGH did not mean to hit the enter key so fast. That post from 2018 explains it pretty well and IIRC works via {blogdown}","@sharlagelfand https://t.co/KdxZBoVAuX","Just a reminder that Martha Stewart served more jail time for taking a tip from her stock broker than the CIO of Equifax will for selling his shares before the data breach was public.","Oh, wait. I just amplified/tweeted about an R package with enthusiasm. A practice that some R folks seems to think implies unwarranted bias and may cause other R folks to not use other packages that operate in the same functional areas. #toobad","A reworked R interface to the Vowpal Wabbit machine learning system! #rstats https://t.co/HGIdxbdfg3","Your regular reminder that Equifax still exists.\n\nNot only is everyone who was running the company when 143 million Americans' data was stolen is still rich, but their former lawyer is now running the office at the FTC that's supposed to investigate them. https://t.co/lmvjXiEa5b","A bit of a walk-through from turning basic bars into crunchy @nytgraphics chicklet charts (https://t.co/Axef6ArLS7) via #rstats {ggplot2} &amp;amp; {ggchicklet} // Make Refreshing Segmented Column Charts with {ggchicklet} https://t.co/Kg2dzi8bdt https://t.co/Rl1NnDZ1o7","@abresler \"U.S. VPN\" — good one. Needed a LOL after a 3.45hr drive.","I rly hope what I'm seeing today @ home re: Twitter web interface is an A/B test gone wrong and nobody else has to see this new, wretched UX.","@abresler lots of potential reasons. u.s. gov forcing u.s. ISPs to do MITM; rly sketch connections on their end; their network interception bits causing problems.","@todb Mission: Accomplished","Early preview: https://t.co/YHH4iPnK1o","Hey, remember that BGP leak earlier this week? @TeamARIN is running a free #RPKI training class at @PeeringForumNE August 2nd 8a-11a in Cambridge, MA. Learn how to protect your network. https://t.co/EryfisjQKU","@JGamblin @Docker @KennaSecurity (also #ty for doing the hard work of setting up the scanning and then the sharing of the data).","@JGamblin @Docker @KennaSecurity How do the Kenna score distributions normally look for a given \"collection\"? Also interesting to see the long tails on both vuln count and pulls. https://t.co/0ohcPAuxhL","Today I am launching https://t.co/8s8jbJeBor which scans the 1000 most popular containers in @Docker hub for open CVEs using trivy and scores their risk using @KennaSecurity.","@dseverski These \"chicklet\" charts need a bit of wrangling and if I make it standalone it'll be easier to export said wranglers &amp;amp; make it easier for folks to discover those functions. I suspect when presented with a huge pkg index page many folks get somewhat lost.","@dseverski dunno. it's a pretty dense pkg already. I made {gglogspline} separate (https://t.co/8M8SHNkB9b) and was thinking of making this standalone too. Not sure when there's \"too much diversity\" in a single pkg.","Yep the pasted chart is not just night 2 (I did say crufty) but it's corrected in the Rmd HTML code download. Not sure the circle cropped photos add much but we can get them in as well if needed.","If you can't wait until Sunday/Monday to get your hands on geom_chicklet() hit up https://t.co/WHF24fmjFO for a crufty proto-version of it (or if you just want the #2020DemocraticDebate candidate speaking topic/times dataset.","I 💙 @nytgraphics temporal chicklet stacked column charts showing the time/topic-speaking length (https://t.co/41XLuMNSg4 / https://t.co/H0ocL1blQV) that I had to re-make them in #rstats {ggplot2}. https://t.co/l2zRYxybfl","@sogubsys @ErrataRob @todb @letsencrypt Happened in the wrong order.","Quick hit: ‘dig’-ging Into https://t.co/yTqBUHWj2f DNS Records with {processx} https://t.co/RpwVRcpb9n #rstats","\"Jun Ying, the former Chief Information Officer of Equifax U.S. Information Solutions, has been sentenced to federal prison for insider trading.\" \n\nGood. \n\nBut this is sadly just a slap on the wrist.\n// Former Equifax employee sentenced for insider trading https://t.co/NLhtB4juVY https://t.co/kCx79eadxD","@ErrataRob @todb @letsencrypt Wait! No way. There were certificates before LE?!?!? Like HTTP confidentiality actually existed before them?! Never wld know that w/the cheerleaders.","@ErrataRob @todb @letsencrypt Tell it to the millions of folks who were told by tens of thousands of \"infosec gurus\" to trust the green lock icon.","@todb @letsencrypt Aye. Agreed. You'll have to let me know who says that b/c I tell good, honest ppl to use LE all the time since they completely devalued confidentiality and put the final nail in the integrity coffin. Shame y'all cheerleaders can't come to grips &amp;amp; ACK the evil they also enable.","One of the #rstats https://t.co/yTqBUHWj2f DNS servers allows zone transfers (O_o). I mean, that makes it easy for me to setup a backup of it (nightly, now) but not sure it should that config shld remain open like that.","All folks who use Google's DNS over HTTPS (DoH) API (incl #rstats {gdns} users) Google is changing some things (https://t.co/sK3UPd2RLj). You'll need to mod some of your own code &amp;amp; upgrade to dev version of {gdns} (submitting to CRAN Monday).","@todb FWIW Callous disregard for all the victims of phishing thanks to the stupid hasty roll out of LE is a rly bad look on all you cheerleaders.","@yoniceedee the participants cld have mandated the type of sponsors they'd allow. I call this big pharma funding campaigns. but, i've got a pretty high standard.","kinda interesting how big pharma seems to be funding the Democrats debate tonight. Guess they're not so anathema after all.","@todb HTTPS doesn't actually prevent that in any meaningful way on its own and you know it.","@surlyurbanist Doubt it. Cascade failures. Happens.","Do these people not watch the good seasons of Black Mirror? // Unleashed, Robo-Insect Takes Flight https://t.co/UEM8j7VQo9","@noamross @ClausWilke @svscarpino @hadleywickham @JennyBryan @pdalgd I mean, I kinda do live in the same state (tho a few 100 miles south) &amp;amp; tonight _was_ Mainely Meat BBQ leftovers (ZOMGOSH SO GD) &amp;amp; I do enjoy helping the R community…\n\n(FWIW @mrshrbrmstr kinda did the scare quotes \"vacation\" thing in person to me right after I started tweeting)","@hrbrmstr If \"owl\" was one of the labels it had been trained on, it totally would be! Right now you can only paint with rocks and sea and sky and other landscape features.","@revodavid Wait. Does this mean nvidia just made the \"draw the owl\" app?","@carroll_jono Just trying to not repeat history. I will never stop holding them accountable for all the harm they've enabled.","@carroll_jono No, I'm 100% ok with encryption being encryption. It's useless if not. I just wanted a saner, slower, reasoned, responsible rollout for free HTTPS for everyone. \"Backdoors\" == no encryption. That's not cool.","@carroll_jono Yep. That caused actual sadness at $WORK (and personally) as we watched that happen. We do try to influence policy. Unfortunately authoritarian populists are kinda in charge in way too many places right now.","@carroll_jono ISPs that are informed of malware using their stuff and not doing anything abt it should be shut down. If one deliberately runs a woefully vulnerable system on the internet, that system shld be taken offline by force.","@carroll_jono I've directly strived to defend hundreds of thousands of humans from attackers for 30 years. I'm kinda OK with calling out callous hubris in self-righteous technologists who have no consequences for their actions.","@carroll_jono :-)","@carroll_jono Yep. They LOL-blogged, in fact, https://t.co/tNEsZsSSGv","@carroll_jono no the only way to be safe was to invest in an education campaign then roll out HTTPS and try not to enable attackers along the way. they chose the easiest path b/c real work is hard and heaven forbid they actually do real, honest work.","@carroll_jono But, we disagree. That's cool. Unlike another convo happening in R-land, I'm ok with disagreement. I won't change my opinion abt LE and I respect that you won't change yours either.","@carroll_jono And I can tally the harm. They can't tally the good (# of certs issued isn't that either b/c that # includes attackers).","@carroll_jono I'd like them to admit they deliberately put a larger swath of folks in harms way and laugh gleefully daily abt it b/c they know better than the rest of us. At least they'd be honest then.","@carroll_jono they also (and gleefully say this) have no liability in what they do b/c of the \"free for all\" (rly apt phrase, too). i think they should. if they enable attackers, they shld be punished.","@pdalgd @opencpu aye. i'll gladly donate to get global redundant servers outside of both gandi and thie existing ones.","@carroll_jono So you also care not abt all the (millions of) people who haven't been re-educated b/c of a hastily rushed out new thing. That seems…bad?","@carroll_jono but who did the education? who helped ensure web sites were ready? who made LE \"god\"?","@carroll_jono Yep. That's the LE's excuse. Not sure I trust a bunch of yahoos to accurately and fairly determine who should be protected or not and when. Seems like it should be something a broader consortium decided with lots of independent input.","@carroll_jono then there's all the HTTPS sites executing 3rd party javascript without integrity checking so what benefit does HTTPS get you when I can pwn 3rd party provider and still pwn you?","@opencpu @pdalgd Wow. Global warming killed CRAN. Any way I can render aid just have folks reach out.","@carroll_jono except that they've forced folks like me to try to create ways to figure out what's going on in HTTPS sessions w/o the actual data. So I may be able to actually determine w/60-70% confidence you went to an \"improper\" page on Wikipedia.","@pdalgd Anything I can do to help (moving fwd) to ensure fully redundant DNS (etc) just lemme know.","@carroll_jono with a CA \"god\" cert you may be visiting said page through a proxy server and have no idea that's happening. HTTPS is no panacea if you're being targeted.","@Balgan mine is right next to my desk at home and an SSH tunnel away as well :-)","In all seriousness point to https://t.co/22bauJEVsg if you want safety in what packages you're installing. I trust them. You should too. You're on your own w/rest of mirrors. @rstudio (apologies if your servers get taxed b/c of said advice) #rstats","#rstats The primary DNS for https://t.co/yTqBUHWj2f has this current service status. Switch to a mirror you trust (trying not to laugh too hard w/that comment tho) https://t.co/fiNU5Zsm0Q https://t.co/MicCR4bzIQ","@carroll_jono I'd like to see one instance where LE has legitimately protected someone from an actual attack. I can show daily harm b/c of them.","@carroll_jono HTTPS as a \"privilege\" was — in the beginning — supposed to provide both confidentiality AND integrity. We lost the latter a while ago and if you're a target you rly don't have the former for most domains (cert pinning is woefully underutilized &amp;amp; almost all CA's are compromised)","@carroll_jono TBH (and I'm fairly serious) the internet needs to be burned to the ground and started from scratch. I wake up each day appreciating the miracle that is anything still working. And, we (globally) rely on the internet for billions in commerce. It's frightening sometimes.","Rained in Acadia all last night and up until 1330 today. That meant an AMAZING hike at one of the best waterfall locations in the park. No bugs. Not many humans. Super great day on the trails.","@ClausWilke @svscarpino @hadleywickham @JennyBryan @pdalgd I have spare server capacity in many locations. Can rebuild r-project DNS from our FDNS records or @securitytrails historical records. Etc. Glad to help.","@ClausWilke @svscarpino @hadleywickham @JennyBryan all three nameservers are coming up bupkis for any https://t.co/yTqBUHWj2f queries but the domain is still safe (expires 2023-10-27). @pdalgd @hadleywickham (et al) if anyone @ R Core or CRAN needs any help with anything lemme know. I'm done galavanting around Acadia for the day.","@carroll_jono No attempt at a gradual phase in. No recompense for they themselves being the \"green lock icon\" == \"safe\" for decades. Arrogance at its fullest.","@carroll_jono the anger is due to a tiny cabal thinking that their way GOSH DARNIT was the right way to do this. They put alot of ppl at risk b/c they thought something was right and reality be DARNED. They hubris filled jerks.","https://t.co/hrwObayF3q","https://t.co/UWY8iI4jSP","https://t.co/HVaNigA956","The watch/iPhone got a _sliver_ of LTE just now and the Kindle app informed me of the release of the 2nd edition of @hadleywickham's \"Advanced R\". One of the very few Kindle app notifications that has been useful! #rstats https://t.co/eHGArLxc6c","@abresler @BaldingsWorld how much \"last minute\" thinking they have vs good planning. Are they data-driven or do they react each month/quarter to stuff they didn't see coming?\n\nsame profile can tell you whether, say, a given org wld dump toxins into water to make a quick buck vs dispose of responsibly.","@abresler @BaldingsWorld not just that, tho. how much of a \"bullying\" culture they have. what is the real sr exec visibility to what actually goes on at worker-level that hidden from them b/c of ill-set incentives on middle management? is the org solely in biz for $$?","@abresler @BaldingsWorld I can assess an org's \"hackability\" within ~2hrs of meeting senior execs, mid-level mgrs, actual workers and doing an OSINT (news-only, not tech) online profile.","@abresler @BaldingsWorld Perhaps surprisingly, this isn't a really a tech issue. It generally comes down to corporate culture, the standard of ethics set by the org (on everyone), and the how well they take their responsibility to employees, customers and investors.","s/bookmarks/benchmarks","good to see another R blog piling on a recent \"which is better\" war thread with (yet again) disingenuous bookmarks and fraught with peril commentary in an effort to promote their own stuff. that's def the way to build a healthy community. yep. totes. #daftisasdaftdoes","@abresler @BaldingsWorld Unfortunately there are still criminal human agents in each of those places as legit workers who have even better access than the \"hacking\" attackers. No good solution, esp when corps choose \"hide liability\" over disclosure &amp;amp; \"do as little as possible for clients to earn more $\".","@bearloga Zenodo is another option for PDFs. I wouldn't trust anything coming from GH pages. It hosts tons of malware &amp;amp; C2 traffic daily.","CCC's Fourth Annual Cybercrime Conference has a great lineup https://t.co/2aJXmHFGBV (@MlleLicious: \"Gender and IoT\": The Implications of smart technologies on victims and survivors of domestic and sexual violence and abuse\" may be of interest)","@csgillespie aye. it in no way tells you anything except that your data is safe from non-targeted attacks. ISPs, enterprises and nation states can easily introspect most current SSL/TLS connections (if they choose to) via their ill-gotten god-certs.","@bearloga And the source website was so poorly configured back in 2016 that even the wayback machine can't salvage that information.","So how many exposed (No Auth) Apache Cassandra are there? more than 2300 https://t.co/v6EcgaCW5d","Given how the massive volume of phishing sites that use legit HTTPS certificates from Let's Encrypt, now, HTTPS isn't a guarantee of security either, it just means other criminals can't see what your typing over the network. Neither HTTP nor HTTPS == \"secure\". https://t.co/51N7Tt38nl","@gregLeBl_nc The risk of being ransomed is super, super low if your office culture is what it should be, endpoints are patched well or the office uses iPads (until criminals start targeting them more), and data is backed up. I'm afraid there is no silver bullet for decades of neglect.","Good q on #rstats {tweetview} repo on how to use it like you would the various thread unrollers out there. I'll work on a nicer way to specify the CSS options over the summer. https://t.co/LZkyvjU2Fp https://t.co/e0QoWvM7fG","@ianmcook @JennyBryan @TheDemocrats \"and candidates\" (in the listing) suggests strongly that this role needs to have the same scrutiny that 🍊's campaign should have had and that it needs to be a U.S. citizen. This'll be interesting to watch how it plays out.","The CSRF labs are now out! As well as the basics, we've also included some subtler CSRF flaws that I suspect are still widely overlooked. https://t.co/zIBoOqQSmi","@ianmcook @JennyBryan @TheDemocrats Just as long as the \"remote\" isn't like what the R's did and used foreign nationals _directly_ on an individual campaign (which is illegal). It's totes cool for working on broad-based DNC efforts. (hoping there's not a double standard just b/c \"D\").","@hrbrmstr No kidding! If I could pay off a hurricane to not destroy my datacenter, I totally would, but hurricanes rarely have child sex trafficking gigs on the side. Please treat ransomware events as regular disasters. Don't pay for unrelated criminal enterprises.","@FYRashid @lisackaplan There's an (old) second factor token \"card' that didn't require owning a device. I forget the manufacturer but @Jaforest might remember what they were (since he used them).","cc: #rstats https://t.co/Dhoh6bnnfS","Quick Hit: Above the Fold; Hard wrapping text at ‘n’ characters https://t.co/xuP6uEm6sK #rstats https://t.co/jH75yPoH0h","@Garin_Pace @GossiTheDog (#ty for taking the time for that — completely forgot abt anti-trust which means I'm finally healing from my stint in insurance finserv :-) I kinda feel we need a movement similar to the focus put on election security (that's kinda working), but aimed at this ransomware threat.","@Garin_Pace @GossiTheDog Since most if not all munis have insurance, are there plans for a semi-organized cabal of insurers to do a \"get the word out\" campaign (regular folk in most munis don't read non-local/non-FB 'news' so don't see these ransomware headlines)? Massive edu &amp;amp; outreach seems vital.","Affordable &amp;amp; practical, unlike the new Mac Pros. // Grate Design On This Cutting Edge Raspberry Pi Case https://t.co/rdd0iM4gyY https://t.co/H3aHUrwgyp","All of this takes time if you haven't got any of it in place. Some of it requires $. For most orgs/munis, the $ involved may very well be less than you'd pay in ransom, but it's not all abt $. Show respect for the citizens/employees/customers you serve &amp;amp; do your job(s). —FIN","Diversify your endpoints (mix of Windows/Macs and iPads) and migrate daily ops like mail and \"office\" apps to cloud services with app-based multi-factor auth so you still have basic comms capability (even if just as secondary/backup option).","Isolate older, \"unpatchable\" (but task-critical) Windows systems.\n\nPatch (easier said than done in some cases but also critical).\n\nPrepare docs for and regularly test manual/paper processes for every core municipality \"business\" process.","Florida municipalities are setting a dangerous precedent re: ransomware.\n\nVoters are going to need to start holding their officials accountable for shoddy IT management practices.\n\nEvery org: BACKUP YOUR STUFF &amp;amp; test your ability to recover data.\n\nhttps://t.co/K0noKeiG8B","@sogubsys @awscloud Nothing to do with their tech (for the most part). Everything to do with their moronic legal team and asinine conference management team. Dinna worry, tho. I'm gonna crucify them in a blog post or three.","Filling my @rapid7 growler with @AtlanticBrewing stout @ Mainely Meat after a day of cycling hither and yon all over Winter Harbor / Schoodic Point is a fine end to an amazing day. https://t.co/sMkyVovoSH","✔ | 1020 | tz-lookup js edge cases [0.7 s]\n\nWorking on this PR https://t.co/3q3sosRzN4 for @andyteucher's #rstats {lutz} 📦 while the fam takes their time waking up each day on our holiday has been super fun.","@dinodaizovi @Shpantzer A profession that rewards compromise over defense &amp;amp; showboating over meaningful contribution (which infosec always has and always will b/c \"humans\") is going to trend towards awful. And infosec is pretty awful.","o rly. The researcher behind the smartphone “horns” study sells posture pillows https://t.co/oP6UUmPKx7 via @qz","@jenaesthesia @rstudio ESS — https://t.co/TcmroSg6bP — is def an option (requires learning emacs but that can be an incremental thing) and emacs has decent screen reader helpers.","@polesasunder @noamross @tpoi https://t.co/h5QHO02N4D is my fav b/c it has Babylon 5 quotes","@jsorge Mostly painless so far. Obvsly 32-bit sadness for a cpl apps. Lots more Windows Vista-esque prompts to give things access to various folders and services. All my command-line tools &amp;amp; toolchains work fine. Def upgrade Alfred first if you use it!","Best thing that ever happened to Twitter was the \"mute\" option. Only took 2 tries to catch all the keywords, hashtags and accounts related to a current, sad, juvenile, unnecessary datasci \"war\" &amp;amp; get back to a sane[r] timeline.","I am never recommening @awscloud ever again to anyone.","@SarriFivePacks @dseverski when in person, def.","Wow. Amazon (AWS) is a sad, sad, shallow, narcissistic, useless, REDACTED org that I'm now rly ashamed to have to do daily work in. Nice job there AWS mgmt. Bunch of REDACTED REDACTEDs.","@Infosecjen OH. I was supposed to _listen_ to it, too?! Will to that on tomorrow's kayak trip :-)","And, with that last tweet, I'm abt to create my own personal internet \"Denial of Service\" by hiking &amp;amp; kayaking on the side of @AcadiaNPS with the worst Verizon cell coverage you've ever experienced (which I'm srsly thankful for).","@GossiTheDog @Chun_Karoliina I suspect most folks do not realize just how fragile the internet still is.","@GossiTheDog FWIW centralizing all internet resources behind a teensy few massive providers is not \"normal\".","Between the ease at which critical commerce can be disrupted by casual BGP hacking and how easy it is to disable city, county, and state govs w/ransomware (imagine a mass campaign), it's going to be interesting to see how a real global conflict plays out in cyberspace. https://t.co/kjSpriFB4I","It's kinda fun watching what happens when y'all centralize internet resources behind giant, greedy providers and then whine when that fails miserably. BGP security isn't the real fix, either. Decentralization is. Enjoy your outage tdy.","The @Rapid7 \"Boost 2019 Customer Conference\" is TODAY! \n\nhttps://t.co/xLBd2opGmu \n\n#AWSreInforce\n\nhttps://t.co/PcyHwvB3ig","Even Microsoft says your GitUgh private repos aren't safe from prying eyes (and they're the ones who can pry the most, now). #youaretheproduct https://t.co/VfR4T33LEj","@nicoleradziwill unfortunately gamified CPEs from orgs that only care about $ vs building up a real professional base *cough* @isc2_cissp *cough* won't give you credit for that.","@jasongrizzle @tehreet @chadloder @habitu8 @rapid7 Delete the original tweet, sir.","@jasongrizzle @rachelicha @chadloder @habitu8 @rapid7 SHAME ON JASON for slamming an org that someone is not associated with. HOW DARE HE?! (what goes around comes around, sir).","Read my Jun 23 Newsletter featuring “Myths &amp;amp; Legends” by @sxywu (and @NadiehBremer) https://t.co/6iJaYz1Xmw","https://t.co/eIx6kBkHVi","I call it geowaffle\n\nmade with a little help of @hafenstats's geofacet and inspired by @hrbrmstr's waffle \n\n#rstats #ggplot2 #dataviz \n\nhttps://t.co/rkmXarXRCW https://t.co/sk63PUp1BT","@EmilyRiederer if you're copying that to an RStudio src pane the default is to auto-fmt on paste so it thinks they are all src lines &amp;amp; flushes the indent.\n\nlikely better to use the `file=` param (unless this is copying from an in-stream cat() call in a larger program you have no control over.","Plus use Kismet (or other such tools) to find stealth wireless networks &amp;amp; make sure you try to connect on all 802.11 advertised SSIDs b/c it's super easy to have diff configs on diff routers.","TMW you realize you neglected to scan your vacation rental for IPv4/6 cameras upon entry then rush to do so and are surprised but content that none exist.\n\nNote to travelers: that does not mean there are no 🖲. Lots of non-IP-based camera kit out there &amp;amp; in-use.","@Waydze1 aye. we use {officer} for a major process that requires pptx output with a gnarly template that can't be wrangled with Rmds. Super powerful/helpful.","@rob_choudhury @Juliaofthewoods @noamross @ClausWilke @sjmgarnier (#ty for the shoutout!) To clarify: Palette researched &amp;amp; a cpl super rad Python developers; brought to R by @sjmgarnier, @noamross &amp;amp; I added a cpl extra bits. Plus (IIRC) @kara_woo brought the palettes directly into {ggplot2}!","Can’t believe we have this view for the next 7 days https://t.co/gcda6VHvzE","So take a sec to say #ty to @andyteucher &amp;amp; @DarkSkyApp for creating &amp;amp; sharing fun/cool/interesting code and look for even tiny ways to share your own insight with others.\n\nWith that, it's time to head down Holiday Road. Peace out, folks —FIN https://t.co/JBxopR2EKw","Not saying this to \"look at me\" at all but to emphasize a core point from yesterday's thread. \n\nYou all have amazing unique talents. You don't need to write C++ speedup code. One of the most helpful things to me in the past year is a tweet from someone abt `code_download: true`.","Saw a potential need. Knew it wld take virtually no time. Knew it'd speed things up (you shld 👀 at those microbenchmarks ;-) Built on the work of two others (@DarkSkyApp &amp;amp; @andyteucher) at a minimum. Hopefully made the universe a tiny bit better.","Did I possibly help @andyteucher + users of his pkg in some small way if he decides to use it? Yes.\nDo I care abt \"marketing\" for what I did? No. And, this thread's purpose isn't marketing. I care not if anyone ACKs it. If Andy says \"no\" to incorporation that's 👍🏼 (tis his pkg!)","Well, kinda done. It deeds corners rounded out if @andyteucher says he'd like it for the package.\n\nAm I ever going to use this function? Very likely no.\nAm I ever going to know others use it? Very likely no.\nDid I learn stuff by doing it? Yes.","So, having a cpl minutes to spare before everyone else woke up to get this National Lampoons hrbrmstr Family Vacation started I acted on the \"I shld help &amp;amp; rewrite that in C/C++\" notion I had last year. \n\nDone: https://t.co/0Fax6T93qj","…relying on an active javascript interpreter and data marshaling between it and the R interpreter are def things to avoid if possible. The @darkskyapp's JS data wrangling code is super cool and their JS lookup function is diminutive and elegant https://t.co/0kvi3SZXKz","I had forgotten abt {lutz} (I see all new pkgs everywhere b/c of my RSS feed setup) but the memory refresh also made me remember I wanted to port it to C/C++. The less accurate but faster @darkskyapp-infused JS version of `tz_lookup_coords()` is already pretty fast, but…","I'm in \"cyber\" so spatial ops are rarely \"a thing\" in $DAYJOB for me but I'm also a rogue amateur geo nerd + 💙 {V8} &amp;amp; am a big fan of @andyteucher as well. {lutz} uses an {V8} wrapper idiom I've used a bit in initial pkg dev to get great functionality w/minimal inertia.","Before the official start of the on-holiday week, I figured an example of something I said yesterday might be fun to knock out (and I get up far too early).\n\nIn said \"early\" I caught https://t.co/XqRpjcKR5q in my AM scan of the #rstats feed.","@hadleywickham @andrewheiss Aye. Isolating side-effects like that in the same way `print()`, `glimpse()` (etc) do is def cleaner (I'm still not sure how many folks realize those examples and things like `write_rds()` or even `write_csv()` do that)","@andrewheiss FWIW, I tend to self-contain side-effects like this:\n\n plot_budget_stff %&amp;gt;% \n { ggsave(., filename = \"x..pdf\")\n ggsave(., filename = \"x.png\")\n ggsave(., filename = \"x.eps\") }\n\nAnd, you can stick a `.` at the end to continue the pipe.","@8bitscollider Since google is apparently busted: https://t.co/NniVRALMX1","Chuck Powell did some 👍👍👍extending of my slopegraph makeover (~1wk ago)! Def check it out! // More On Slopegraphs • R Lover ! a programmer https://t.co/FIxDjPlcjV #rstats https://t.co/UVEoQFkvb6","@dmi3k @MattDowle @BrodieGaslam @MilesMcBain @AvrahamAdler @sharon000 @matloff @the_engi_nerd @rdpeng @hadleywickham @arun_sriniv whereas i'd argue this more unreadable (&amp;amp; I'm not dis'ing data.table when I say that, just stating my own perspective). what i rly like abt all of these (besides speed) is the explicit `na.rm` intent declaration, plus it's showing off the power of extending base R syntax directly https://t.co/grPGKjtGcH","@dacort (i thought you were about to have a bad-word filled tweet thread ;-)","#rstats {pagedown} is a serious game-changer. This is a single test template &amp;amp; the data is (mostly) fake but it took virtually no time to tweak the CSS to get this far and into PDF. Great fun, too! https://t.co/HHX5Q2WUob","@nicoleradziwill In a serious twist of irony, the @isostandards folks *FLAGRANTLY* disregard suggested standard practice IN THEIR OWN CYBER STANDARDS by forcing you to enable macros in their data downloads https://t.co/p8pvrrMMcE #stupid","@nicoleradziwill It kinda depends on the target audience for the cert. 27001/2 certs have broad appeal. NIST has a thinner layer of certification orgs and isn't always accepted outside .gov.\n\nISO's a pain tho, &amp;amp; heavily concentrated in IT-oriented companies https://t.co/4xavqGEkte","https://t.co/MvCNtWXdu5 https://t.co/VrAEYD0u31","@PeeltothePithy @igama @blacktip @sooshie aye. agreed. it's still a highly ref'd function from a bunch of searches i did. {boxcuttr} is prbly going to win","@igama @blacktip @PeeltothePithy @sooshie I think, since the pkg is going to be \"opening up\" the ArchiveBox to get to the contents I am going to call it {boxcutter} or {jackknife}","@PeeltothePithy I am all for said \"Full war on vowels\".","Def need to write an R package for ArchiveBox now. First, the hard part: come up with a clever name.","Based on NAPA Cards https://t.co/dubEuqL0ax and @DataRemixed's https://t.co/NRgZIDOE0z data story types, I came up with 14 data(visualisation) story patterns. Now trying to find good examples of each, hit me up with your best examples!\nWill share later https://t.co/bcHOLIMLpR","@thejedi @Apple I'd default to it but Apple clearly doesn't truly care abt macOS and especially not abt the little details that used to make macOS amazing anymore so it doesn't feel worth the time tbh.","Hrm…never pointed ArchiveBox to a public Google Sheet before today…\n\nHey Siri: Please remind me not to do that again. https://t.co/oS1EYu6QS9","Spreadsheet of #dataviz style guides: https://t.co/lLQUT5Qwi0\n\nAnd a form for adding more: https://t.co/i14hb0fZOO https://t.co/qJ2vhcl7QV","I feel even worse than I usually do, now, for all the attendees of 2020 RSA &amp;amp; 2019 BH/DC since this is going to be in pretty much every bloody talk. https://t.co/A03Ao9n2lx","@The4rchangel @Apple If it's still \"a thing\" by beta 3 I'll file a radar for it.","@The4rchangel @Apple There's an option to _only_ do that, now (but it doesn't bring up the HUD). I often have a use-case of screenshot, quick annotate, then paste. I'll def go back to using any 3rd-party screenshot apps that are left if they keep it this way.","Dear @apple. Your Screenshots app in macOS 10.14 let you copy current image from the HUD to the clipboard (as well as save to disk). The current one in second beta of 10.15 does not. Please fix.","Passive-aggressive Slack is the best kinds of Slack https://t.co/Pt4la0DxKK","@todb @ErrataRob (actually, the lefties did give O a pass on pretty much everything, Tod. nowhere near the levels of outrage for equally horrible things. and nobody is saying that it's currently OK, but I appreciate your playbook effort to try to avoid the real point :-)","@f2harrell @hadleywickham I wrap a great deal of dt calls that solve a particular problem into commented functions and snippets as well. Makes re-visiting it easier. There are some schway joins in dt that work so darned fast its like magic.","WOW. This is an *excellent* summary (w/tons of links) of #WADL2019 by @ibnesayeed. Topics on everything from reproducible research to what seems to be a pretty-darned good use-case for blockchain (securing the integrity of time series data). https://t.co/zOsr4r8MuQ","@CoulSim eek! i hope not. unless it's human curated that's asking for a serious fun hack.","🚨UK ORGS! Do this if you have not. ASAP. Hopefully your legal/brand management teams are on this already, but it's important for \"cyber\" stuff, too // Last few days .UK domain owners can opt for shorter .uk equivalent - Nominet https://t.co/bV6EqIfHgi","Apple's macOS predictive text algorithm thingy knows that when i type \"magritr\" in an macOS app text box that it's misspelled but \"magrittr\" is not. That's all kinds of impressive (and kinda weird) since I never deliberately added it to any dictionary or ignore list.","@MilesMcBain @_lionelhenry @MattDowle @AvrahamAdler @sharon000 @matloff @the_engi_nerd @rdpeng @hadleywickham @arun_sriniv *desperately wants to make a gif meme of the R logo + {magrittr} pipe dancing to \"Gangnam Style\" with \"tidy lambda style\" words at bottom but knows he's woefully inadequately up to said task*","@joshua_ulrich not recognized? compensate for noise and bias in the way the data in the img is collected and there seems to be equality. \"Buzz\" is a woefully poor moniker of recognition vs actual use. https://t.co/kvvr9TX4Vd","@joshua_ulrich (this may sound harsh but that's not the intent) That might be a sign that doing said work might not be the right place to invest time?","@ra6bit Agreed. they should be dirigibles https://t.co/tM1BRE9CDt","@todb @ErrataRob (the argument is that many vocal Dems gave O a YUGE pass on this but beat big drums b/c 🍊. and, — i hate typing this — Rob's right)","@abresler (there are 2-4 different topic active 'discussions' going on which made me write that)","@alexcpsec @ryanhuber Def. I cite you as my emoji sensei all the time.","@alexcpsec @ryanhuber *shakes fist*","@ryanhuber I did neglect to say \"Congrad!\" at the bell the other day (consider that rectified!). Your particular job at that org is extremely vital to the success of that platform and I do not envy the daily hard, complex problems &amp;amp; threats you and your teams have to face/solve. 👍🏼 work!","@ryanhuber Aye, but some of us will never forgive y'all for all those animated gifs we've had to endure and will continue to have to endure at work. Work used to be safe haven from things like that.","@sooshie been writing too many things for non-hip cyber gov and media consumption lately #sigh","Contribute stuff to help others be wildly successful. Don't worry if {what} you wrote or use is not as \"popular\" as the other cool {kids} on the block, esp if you wrote or support your {thing} to help yourself &amp;amp; others &amp;amp; know that {it} does!—FIN","Do said things in the way that works best for you/your team/your org does not require other that all other ways to accomplish the same tasks are inherently lesser or invalid¹ (again, shocking, I know). \n\n¹ (Python may be an exception — JOKE)","We're all supposed to be solving problems (in a way that works best for us, our teams, our orgs) &amp;amp; hopefully making the universe a tad bit better each day (and helping each other do the same).","Imagine that. There are multiple ways to solve real problems in a general purpose programming language that happens to also be rly rly good for data analysis. I mean, *who knew*?!?","h2o, mapr, and all the academia–to-startup fancy schmancy data thingys are great! I don't really use them b/c they don't fit my personal or work use-cases. But good on ya if you do! R has interfaces for them.","ODBC/JDBC SQL stores (pg, maria, etc) are great! R has native connectors to them but also a few abstraction layer packages. I can write SQL but I choose {dbplyr} b/c it comms intent same way {dplyr} does w/o fellow R folks needing to be SQL experts (&amp;amp; know how to read backwards)","Spark is great! We have a cpl solid R packages to work with it (note:I I never use R or python with Spark b/c I also know Scala/Java and prefer talking to it natively, but +100 to you if you like working in your prefered native language b/c it actually supports that!).","Apache Drill, Preso/Amazon Athena are great! We've got R packages (I've written a few!) to interface to them (I'd rather push aggregations and other stats and non-stats transformations as close to the bigger-ish data as possible).","{dplyr} ({tidyverse}) is great! (I use it regularly since it comms explicit intent even if you aren't an R user — those folks actually exist in orgs, too!).","Unpopular #rstats macro-opinion (it seems):\n\n{datatable} is great (I use it in local-compute necessary \"biggish\" data casts all the time. I'm not a fan of the shortcut syntax, but it's grokable.","Dude, you're getting a [pre/self-compromised] Dell. https://t.co/a8P9qHabTG","@coolbutuseless @carroll_jono @vishal_katti (might not have read each thread entry so apologies if this is a dup) Coming from base where `na.rm=` params are \"a thing\" b/c it communicates explicit intent in analyses the inherent \"sometimes dropping, sometimes not dropping\" means one needs deeper knwldg than they used to.","Happy to see our paper on Ten quick tips for Dimension Reduction- why your PCA plots should not be square and many other recommendations, with @nlanhuong, the supplement in Rmd is readable directly, thanks @PLOSCompBiol : https://t.co/NYqyOFfIzf","Our new blog post, Linux.Ngioweb, a proxy botnet which uses both static ip and DGA as C2s, we registered and sinkholed one C2, and recorded 2692 IPs, mostly in US. https://t.co/ga8ytNawB0","@yoniceedee @MilesMcBain @MattDowle @AvrahamAdler @sharon000 @matloff @the_engi_nerd @rdpeng @hadleywickham @arun_sriniv (some of us try all the new pkgs that come up on their daily radar — unless they're super domain-specific and said domain isn't one they have helped ppl in — regardless of origin and use/amplify all the ones with potential :-)","@jburnmurdoch @federicacocco @rcbregman They further try to whitewash this by pushing folks to use Amazon Smile but $100m is far less than they'd have to pay on a real tax rate (as you two adeptly demonstrated!) for those actual profits. https://t.co/MD3b0Pg2rj","Record data in Excel https://t.co/GO9xOTYgjd","@rensa_co https://t.co/ydZvB2mbkL\n\nhaven't poked at {glue} in-depth but it seems to do quite a bit safety-wise in the light pokes I've done. It's 100% on you to not pass danger into it, tho. +100 for thinking abt safety first.","I mean, they are just awesome... https://t.co/uv601tNq2X","These illustrations by @allison_horst are pretty amazing. https://t.co/ulTl1fLmBQ","@matloff I'd agree if there wasn't so much shorthand in data.table. I call it hieroglyphics for a reason. Tho quasiquoation bits in the tidyverse aren't much better these days.","ZOMGOSH #rstats {pagedown} is the 🐝🦵🏽","Catalina second Beta overwrote /etc/hosts on install O_o","@PDXbek I mean, it's data science, right? So, AMZN can't be wrong. That must be one wild Seattle office at your new org :-)","@dataandme @alexpghayes @sharlagelfand thankfully keybase git still works like a charm.","Well, I know what I'm going to use starting post-holiday to create and maintain #rstats Docker images at $WORK https://t.co/N2SN8jvsSo","@sharlagelfand @alexpghayes Hrm. Not sure I can trust someone who uses Jupyter notebooks… ;-p https://t.co/dYcO61fQh6","Acadia is just scant days away. If anyone is up there next week def DM since we're playing it super low-key, unscheduled this time.","@alexpghayes @sharlagelfand 👍But, now, just don't be silly like me and upgrade to macOS Catalina Betas which 100% breaks Keybase filesystem until they catch up and release an update. O_o","@alexpghayes I personally place a higher value on that given my line of work. But \"3\" &amp;amp; you go visit those three to ensure, say, the GH repo isn't \"empty\" shld be fine.","@alexpghayes (everyone shld def claim an HTTP Resource :-)\n\nseriously, tho. \"3\" is more important than the actual other two (b/c we're assuming \"Twitter\") provided you check the other two.\n\nPGP is a set of public and private keys used to facilitate the exchange of private comms w/integrity.","@alexpghayes _kinda_. If Twitter is the only verified account then def no. I generally check for twitter, http and at least a PGP key present before I assume \"benign human\" unless I've met someone in person.","Shameless money grab. Not cool. // Avengers: Endgame Returning to Theaters Next Week With New Post-Credits Scene https://t.co/cud6hm8dwv","The CRAN team have done great work to automate the process of updating packages — I just had an update go through in 20 minutes from submission to publication. Truly a fantastic experience! #rstats","FTC Settles Claims Arising from Data Breach of Software Provider to Auto Dealers https://t.co/dkyNZET8Vy\n\nLooks like DealerBuilt had no infosec program at all. \n\nRemember folks: nobody you give your personal data to has your back. Nobody. https://t.co/5kc29ZMEMI","@pdalgd also: +100 for the new R macOS thing. It always felt kinda weird going to AT&amp;amp;T :-)","@pdalgd Aye. I may try to use this as a \"finally learn Swift enough to make a menubar app\" opportunity and see if I can make a menu bar symlink switcher :-)","@rickhholland aye, but they boondoggled $1m taxpayer dollars for additional IT spend as well. Whomever was in charge &amp;amp; not doing backups needs to be terminated, not rewarded (and their biz cronies rewarded) while the criminals also get a payout.","I shld not have been sipping espresso when I read this just now. Gotta get a new shirt for my impending FTSE 250 webcast w/ @todb. So much LOL (I'm a bona fide ✝️&amp;amp; there's abs(0) wrong G.O.) // 1000's petition *Netflix* to cancel *AMZN's* Good Omens https://t.co/EmBp1Rirem https://t.co/f9YFZz46Dy","FYI for #rstats macOS folk who rely on/use RSwitch: it's 100% busted in Catalina since the build is 32-bit only. The link to the source tarball on https://t.co/dpemvYI5x5 is also busted so I can't build a 64-bit version for you if you need it. https://t.co/5xOrdWmX93","@kevin_ushey @jmcphers 1.3.260 daily on latest Catalina daily. Showing salient security prefs setting. macOS cert issues? https://t.co/hFsxa4dxAl","Wait. What's that? You're a small lab or SMB and haven't tried @RumbleDiscovery to gain free, hourly visibility into what's really running on your internal network? Huh. ¯\\_(ツ)_/¯","I can’t Content warning enough for this thread-but for the love of all that is good please delete your Facebook account. Send your family pictures in email ffs. Literally nothing is worth this. https://t.co/d10UwgpoSc","@igama Fatal flaw of these \"smart bulbs\" : no safe/exposed surface area for a proper reset button. This is one more reason why zigbee &amp;gt; shoving bluetooth or wifi into a bulb form factor (or anything, really).","OH: \"Mummy…why is daddy smashing light bulbs against the wall and using those words you tell me not to use?\" https://t.co/at6EnEFkWn","But they've also allocated $1 million dollar for \"new computers and hardware\" (sounds like another municipality pet project boondoggle allocation justified by 'cyber' to me). They likely had no backups. // City pays $600,000 to ransomware hackers https://t.co/qazEUV0Gjq","The singular \"bad\" thing abt AMZN's Good Omens is I now have a hankering for @TaliskerWhisky &amp;amp; the cupboard is bare.","@thejedi https://t.co/4jpI9XXgV0","I rarely take time for indulging in visual entertainment (for lots of reasons) but gosh AMZN's production of Good Omens is such a wonderful creation.","@Corum I'll research on the morrow. Since they moved to this platform I've not seen any other way to do the recharge and Heartland extracts a tax each time (whilst also using the surplus to invest, which is 100% evil IMO).","@DanielMiessler @ErrataRob Nope.","Obama's drones also killed thousands of innocent, brown-skinned humans in places nobody in America cares about sufficiently to spark outrage. Current POTUS is far, far worse, but don't whitewash near-term history b/c you \"like\" one person more than another. https://t.co/6qtYqHLVmX","@CaseyDunham @samhouston Unpopular opinion: society's moral compass is fundamentally and, perhaps, irrevocably broken.","@ronindey U.S. municipalities turning a low-cost, direct-pay rnsmwre incident into a multi-million $ IT spend boondoggle to reward friendly resellers, suppliers &amp;amp; cronies + also not really fix the underlying culture issue that created the core prblm is mebbe &amp;gt;= negative direct pay outcomes","@GossiTheDog I sometimes feel you &amp;amp; I are the only ones tracking Norsk. I've spoken directly to many, many infosec workers in the Fortune 150 since the incident and virtually nobody knows about it.","@Jared_Mamrot (lemme increase your depression level) All GDPR did was actually make it easier to track everyone b/c when we all click \"yes\" it turns out a whole bunch of sites took the oppty to partner w/one of the worst &amp;amp; largest ad &amp;amp; tracking networks &amp;amp; everyone said \"yes\" to permatracking.","@kevin_ushey done (with some potential pointers for source of the problem) https://t.co/BQifdFWaKj","They actually don't need it. Given what I saw in the John Deere app (for mowing) they'll just slurp it up in on the mobile app and sell it off on the back end w/o you even knowing (even if you press some button to faux-decline) b/c that's just kinda \"how things work\" these days. https://t.co/i7NVyBtHjL","🚨 if you use Windows Defender check this works. Really. Enabling MAPS *significantly* improves detection with cloud heuristics. https://t.co/IvXkseE6CQ","But, the next time *you* dismiss or ignore these \"small\" fees try to remember that they aren't that \"small\" for a seriously large portion of our society &amp;amp; mebbe work a bit to try to change this power imbalance. —FIN","The richest of us are literally pillaging the least of us so they can have yachts, planes, &amp;amp; fancy cars.\n\nI'm not apologizing for this rant, either, as I sometimes do. This hits my \"justice\" chord super hard. Their greed is extremely unfair but completely legal.","Less well-off households can't pay a giant amount up front (nor should they since all that does is gives a pool of investment $ for Heartland to spend). So they lose quite a bit per-load, especially if they live paycheck-to-paycheck (which many do).","I have to wonder how the school district can justify that $2.50-per-load (and they don't take cash at the lunch register) since it's a non-trivial burden for the less well-off folks in this small ~7,500 person community.","So i downloaded what he got the past 2 years and and used R to model the most efficient loading scheme that didn't give Heartland a cache of $ to use for making money on the side whilst enabling #4 to get what he wanted daily.","For realz I really dislike the service #4's school district uses for meal accounts (he gets drinks and sometimes breakfast but takes hot lunch from home daily). It's run by heartland and charges $2.50 per \"load\"","@lenkiefer aye. tho some of that moved to closed Discourse forums.\n\nthe \"open knowledge\" promise of the internet is rapidly dying","@lenkiefer all moved to Slack or Facebook. It's a big reason I despise both platforms.","@kevin_ushey forgot this one. if this is \"new normal\" for RStudio I won't file an issue. If not, i'll do so in a bit. https://t.co/8XR5JqwiYG","Update: Looks like Apple is going to do this each time Chrome is in the weird state where it auto-updated in the background but you haven't restarted the browser yet. \n\nI have mixed thoughts on this new behavior.","Effing Google. https://t.co/fg7hhuD1VH","Well now, Apple just force-set Safari as the default browser w/o prompting me (I'm running Catalina). Seriously not cool.","Current status: DoS'ing @jmcphers &amp;amp; @kevin_ushey with macOS Catalina + RStudio Dailies issues #helping #hopefully","@thomasp85 Perhaps that'd be something @kwantitative might want to take on in a work sprint?","@thomasp85 #lazytweet is there a parameter I can tweak to vertically center the nodes for the geom_parallel_sets()?","@sharon000 @alistaire @jonwillits @MattCrump_ Cool kids in the tech-oriented Slacks are expected to show l33t m@d $k11z by overtly retro-ing as much as possible.\n\nAlso, ascii charts consume much less mobile bandwidth :-)","it'd be nice to know just how much \"extra\" and \"useful\" info it provides for that $80 investment. —FIN","Not sure if I'm going to grab the ~$80.00 USD @JohnDeere bluetooth hour meter connector (ya think they'd might gratis me one given all the decent PR my account has been providing :-) but may be able to find a used one https://t.co/Ezimmk0IRq #shamelessplug","Speaking of mowing… did half the yard Monday night (threading mowing in between storms and pre-vacation) and after 3 mows the app starts providing its own summary stats/vis. Each bar is tap-able (as are the list items below—both go to individual mows) #quantifiedlawn https://t.co/zwGpqymZoP","@ChrisJNovak @gdbassett @Balgan @Andrew___Morris Same. As noted, this is what's coming down the road and a big reason why cyber safety assurances need to be baked into IoT standards.\n\nPerhaps P&amp;amp;C insurers will need to come in and help this along just as Commercial insurers are finally stepping up to force biz to care.","TMW when one of the folks from the internal John Deere data science team starts following you on social media and says nice things abt your crazy obsessive R blogs abt hacking on the data in the MowerPlus app.","@nickromyn FWIW I'm fine with them incarcerating 🥑.","Join me in about 90 minutes for an 💫AMA💫 or post your questions now! https://t.co/tyL4rj4Bf8","@gdbassett @Balgan For the record, I do neither of those things :-)","@gdbassett @Balgan If I ran a cybercrime outfit I'd def be looking to add residential IoT as a backup persistence layer.\n\nIf I ran a nation state or large terrorist outfit I'd absolutely want to secure and hold as much residential IoT as technically possible.","@gdbassett @Balgan That'd require DFIR cybersecurity orgs to track things better and release more info (freely) than they currently do. So fairly unlikely to happen since this side of the industry seems to like punching itself in the face more than collaborating to fight cybercrime.","@gdbassett @Balgan Local discovery is stupid fast (ref: https://t.co/mE7fUTN0Mf) &amp;amp; pivoting once pwnd is stupid easy (ref: Metasploit) in non-complex networks. Combined w/looming common-install base for popular IoT &amp;amp; lots of crap IoT using same horribad frameworks &amp;amp; it's def a real (future) threat.","@gdbassett @Balgan The ++tools are/have already trickling/trickled down in other areas of cybercrime. No reason they won't for this as well.","@gdbassett @Balgan In truth, you can browse from refrigerators and soon from things like https://t.co/OzetVj6EQ4. These will be great entry points into the home network as well and even easier to use as a pivot since nobody is monitoring them.","@gdbassett @Balgan I think ahead to the smart attacker (or trickle-down tool economics eventual casual attacker that gets access to ++tools) who pivots from home PC or tablet (or TV) to exploiting and then compromises these devices. It's a real (but not immediate) threat.","@dataandme @noamross @rstudio @kevin_ushey Wait…we can each get our very own install of @kevin_ushey!!! Sign me up!","@noamross @rstudio @kevin_ushey I used to get this occasionally but haven't for a while (as usual, using dailies in prod).","The Google privacy engineering team has just open-sourced something amazing: software for (particular) encrypted computation. It's secure, it's fast enough to power real-world applications like detecting if a username and password has been compromised.\n\nhttps://t.co/Go8R4LvUss","&amp;gt;this&amp;lt; for the RT of the RT and for the orig https://t.co/9qsKxwPJJT","@hrbrmstr Palm2Face","Because academics have tackled all the hard problems so can now frivolously waste research $ at-will and the world definitely needs more ML/AI research that adds bias and isn't really solving any problem. // Speech2Face: Learning the Face Behind a Voice https://t.co/vl2FMbWh04","Super excited for my #talk today at 2PM - Real-world Data Science, Case-Study Anomalize - How #rlang helped. \nBONUS: Rlang in 15-Minutes\n\nWe'll build an outlier detection method in 15 min w/rlang\nRegister here: https://t.co/kvv1de7wt6\n#rstats https://t.co/fQOCBhkGhi","Also a YUGE shout out to @yoniceedee for the vast majority (all, rly) care &amp;amp; feeding {slackr} over the past many, many months. https://t.co/6dBtUkGBpO","If only a certain company I work for would let me connect {slackr} to our work Slack… (my request for this has been sitting in a support-request queue since I started working here O_o). https://t.co/6dBtUkGBpO","@blacktip .json.gz for me (since that enables Athena &amp;amp; @ApacheDrill to seamlessly process the same files w/o me having to create a custom filename mapping for those platforms)","🚨 Yet-another Oracle/WebLogic deserialization RCE https://t.co/gpNZEpmJSY #patch #yesjustpatch #youshldhaveaplanfororaclercerceurgentpatchesbynow #noexcuses #nosympathy #stopusingoracleapps 🚨","Let the #Libra disruption begin // Western Union stock tanks after Facebook unveils Libra cryptocurrency https://t.co/kcH1hv4ZoD","@schamschula @macports FWIW I took the plunge ahead of time and nothing broke.","Since zsh is now an inevitability on macOS this is a handy (current) series on switching to zsh (from bash) Part 1: https://t.co/GDnvpQLzAo ; Part 2: https://t.co/Z0mntjsO45","@ErrataRob And nobody in a critical environment should deploy anything from a manuf that uses such an unstable, non-reproducible platform (ones that can't maintain update integrity w/docs) as a foundation.","@ErrataRob Again, I'm not steeped in Mint (3m google search on sketch Amtrak wifi) but there will be a particular URL for that pkg update for that OS which likely even has an MD5 or other hash. It's nowhere near as bad as you're making it seem.","@ErrataRob I don't run Mint so have no idea what version the other reply-er is using and you can hit backspace to find the ref as well as I can ;-)\n\nPart of the SBOM concept is that manuf will be forced to consider issues like this and choose better options for distros (which you know).","@ErrataRob um https://t.co/KYZ7EVoDel kinda looks like an easy to ref backports target for and SBOM","@Balgan I can also make an R pkg for https://t.co/EDUtEejP2l (but that's going to have mixed rendering results)","@Balgan (can also use one of the selenium pkgs but that has [obvsly] a selenium requirement)","@Balgan (rly sketch internet atm) def an OK approach. {splashr} will let you do that (needs Splash); {decapitated} (https://t.co/IntqBZNPQc) (needs Chrome/Chromium) will as well.","How many apps/trackers will cache the data they want, then wait for you to have to disable auto-VPN connection due to a misconfigured crappy captive portal in a hotel, just getting back the last few months it couldn't? Really need more local controls for this on iOS. https://t.co/XM898jZgzA","👍🏼post by The Invincible @jhartftw // Attack Surface Security Monitoring with InsightVM and Project Sonar https://t.co/qFdWC9yIfQ https://t.co/bwYCsacCQa","Is Internet performance in New England important to you? Come to @PeeringForumNE 2019 on Friday, August 2nd in Cambridge, MA. Full day program plus an evening social. Interesting presentations for the Internet community &amp;amp; meet IXPs. Register here -$25:\n\nhttps://t.co/XldA29bm5p","and, it's a \"get in my way of doing other things\" interstitial with tiny text. \n\nseriously awful.","So https://t.co/WBiJOagw0Q means what you see in the image.\n\nParticipation is \"opt-out\" which is just about as skeezy of an experiment protocol as one can get and absolutely not cool. I wld hope \"cyber data science\" is above this type of junk but I guess not. https://t.co/uOu8EH4PnJ","@todb @Apple I ended up using the iOS Block Caller on over 100 NH-based call-bank numbers. It's like adding individual firewall rules for phone numbers. But, I don't get bothered by that call bank anymore.","I *really* hope @avast_antivirus and @zakirbpd are going to be very specific about how those 16 million folks became \"volunteers\". I sincerely hope it wasn't a boondoggle teensy bit of text in a ToS update folks just clicked \"OK\" on. https://t.co/e6mZDunzXR","@Enchufa2 @rstudio Aye, the worst linux distribution does have a decent default network safety profile :-)","…we only seem to have found just *5* of them! \n\n+100 to @RStudio &amp;amp; all the folks who write 👍🏼 doc/tutorials on how not to expose them &amp;amp; the others who write infra-as-code configs to help ensure safety in the #rstats ecosystem.","I asked our spiffy data engineer Shan (who is on twitter but doesn't tweet so not @-ing until he does) to do a TCP 8787 HTTP study tdy to check on #rstats @RStudio default HTTP installs on the open, evil internet. (I try to check at least 1x/year.) And…","ONLY OVER HTTPS (pls) which the awesome folks over at @usdatagov provide excellent support for. https://t.co/XchWVkpYQ3","When one votes for mostly all the wrong things and to support corporate profits over their constituents (which is her primary track record despite any PR attempt otherwise) I'd kinda rather she'd've stayed home for most of them. https://t.co/d5rcR14mfy","@gepeto42 @NerdPyle dunno. the dumbing down of computing by apple may just mean the dumbing down of everything by them","the security turnstiles in our soon-to-be-old Boston HQ are making video-game-esque echo/screaming hell demon sounds when activated after a badge swipe. Tis a shame, they finally added the \"accurate portrayal of what it's like to be in Boston\" option right when we leave.","@paperghost I've been taking the time to shunt all Feedly, old Evernote, old Pocket &amp;amp; any new bookmarks to https://t.co/h895tZA6Bx (personal instance).\n\nThink research link rot is bad, wait til you see an upcoming piece on URL linkrot in CVEs.","Forget the report, I 💙 the Twitter Card!!! https://t.co/iioBgNO355","@gepeto42 @NerdPyle I thought the same on announcement day. And I fear it's gonna be SMBv1","@SteveD3 On the bright side at least now I know you read my emails 😜","Industry 4.0 readiness means that Quality, Operations, and IT need to join forces on data management! Find out why at 2pm today --&amp;gt; https://t.co/RNgbeyo2TD","Why's my computer asking for bitcoin?\n\n#SixWordHorror #CyberHorror https://t.co/K5mynCdTca","!! https://t.co/66TmWIIyRO https://t.co/XWoyR4vwF1","Facebook needs to be stopped before it subverts our democracies and economies. \nhttps://t.co/l8QYHBlHVs #Libra","T-? until this becomes an #rstats Shiny widget? https://t.co/7UTkCcLlwB","A Twitter account corrects one of the biggest problems in health reporting https://t.co/nslh81gnSu","@polina_marinova Palantir is not a company one should be putting on any list of \"good\" things.","#rstats #datasci folks if your lab uses an Ewon Flexy (https://t.co/gKgpELqI3K) IoT router for remote data acquisition you shld update the firmware ASAP or source something different. It's a train wreck.","\"The iso8601() function now places a ‘T’ between date and time; an option switches to prior format using a space.\" 👍🙏🏽 https://t.co/RlaiJksvVV","@abresler Aye. Am kinda glad that #3 is going into theoretical astrophysics (which has other potential negative societal outcomes depending on the branch).","Regulatory regimes regularly miss major money laundering initiatives by \"traditional financial institutions\" all the time. (Ref: https://t.co/tGgb2ANFw6) #Libra https://t.co/mHHdpnpUmL","This is also a further push to force a \"cashless\" society on \"us\", which even the *WEF* identifies as a plan with a ton of pitfalls https://t.co/ths4gi1n1T","Oh, wow! Facebook's Libra got rolled out just in time for the real start of the 2020 U.S. POTUS campaign season. How will the FEC be able to police shady foreign campaign funding transactions on Libra?","OMGOSH I figured it out. Facebook is going back to its startup roots and trying to disrupt distributed global money laundering markets by centralizing all money laundering on their new Libra platform.","But, Microsoft is a benevolent co! Completely changed! They're \"the good guys!\" now. They 💙you. Not evil at all. (I kinda wish all the apologists for MS &amp;amp; the properties it owns wld just 🛑at some point). \n\nTis worth reading from the start of the thread.\n\n#trustworthycomputing https://t.co/f4ZlgOckz6","@yoniceedee Aye. Given the intense scrutiny on FB in the EU &amp;amp; even kinda in the US one has to wonder why FB chose this particular time to roll this out.\n\nThen again, they have ++digital dirt on everyone who uses their platform or doesn't 🚫 their web widgets so lots of political blackmail.","100% Brilliant https://t.co/3RuQb0jbzB","If anyone is silly enough to use/adopt/whatev FB's new Libra boondoggle then they deserve any and all pain that comes their way as a result of that decision. Fool you once, shame on them; fool you (how many lies/scandals/incidents have they had so far?), shame on you.","How do you know a Facebook exec is lying? Their lips are moving. // Facebook’s blockchain lead David Marcus: “I want Libra coin to last hundreds of years” https://t.co/wVNHEiEIQS","Does \"www.\" Mean Better Transport Layer Security? https://t.co/pIqtmxbPM3","It's getting harder &amp;amp; harder to tell the \"good guys\" from the \"bad guys\" in cyber. IMO White Fir Design LLC (dba Plugin Vulnerabilities) are a bunch of irresponsible hoodlums. // Disgruntled security firm discloses zero-days in Facebook's WordPress plugins https://t.co/67239hAfJa","#accurate // Babylon 5 Is the Greatest, Most Terrible SF Series https://t.co/ajUNv2xeJU https://t.co/vK7Tniizjn","Our position paper on \"Supporting #WebArchiving via #WebPackaging\" (preprint: https://t.co/062AOBswV9) is accepted for the #ESCAPE2019 workshop (https://t.co/tFasICgXVJ).\n\nFeedback/comments are welcome!\n\n/cc @weiglemc @phonedude_mln @mart1nkle1n @hvdsomp @mnot @jyasskin @WebSciDL","So, when was that date we purge all the lazy [old], privileged folks from their positions of power, again? https://t.co/J7y60xZf4Z","Dropbox: I'm comin' fer ya next.","Looks like I can finally ditch Pocket (already ditched Evernote). Combo of Feedly (you'll pry @feedly from my cold…etc) + ArchiveBox and a super simple cron job is all it's taking to remove one more unnecessary (&amp;amp; likely creepy) cloud service from the docket.","For #rstats folks who &amp;lt;3 {logspline} there's a nascent {gglogspline} which attempts to solve your log-density, probability ƒ, survival ƒ &amp;amp; hazard ƒ {ggplot2} plotting needs @ https://t.co/Up9czxLdli (&amp;amp; the myriad other usual suspects incl GitUgh, Bitbucket, SourceHut). https://t.co/lmDo6Xe9lt","@GossiTheDog @Balgan I'm with Kevin. One of us is on holiday starting Saturday and wld at least like folks to hold off til afterwards so I can measure things.","@cnoanalysis It's not. Have no idea what set you off, but there's \"just patch\" and \"you've had pretty much a month to deal with this RDP megavuln so it's kinda on one's $ORG if you're not ready for the coming firestorm.\" Complexity can't be a perma-excuse/crutch.","@cnoanalysis Problem #1 in your posit: infosec teams in charge of what IT operations should be.","@mattwilkinsbio @Rickmorgan2 @ShizukaLab FWIW if there are any \"common package loading idioms\" I develop (i.e. a common set of 📦 for use on certain projects) I tend to use @kearneymw's {pkgverse} https://t.co/5uYlyqgjZs to wrap them all up to avoid the typing &amp;amp; get the benny of install.packages() installing all too","@bernardo647 Even a small reprex (you can use the {reprex} package to help make one) would be useful. Impossible to help otherwise.","&amp;lt;3 parquet https://t.co/LUxgeEjNDs","John Deere marketers likely had no idea just how bad this is. They likely thought it was \"cool\" &amp;amp; failed to grok just how skeezy &amp;amp; malicious this tactic is. Whomever they sourced it from is 100% evil &amp;amp; shld be in jail. usbsq[.]com is the launching domain. Block that org-wide. https://t.co/aNXGIQIrwH","Those are MY \"big intense moments\". And I promise you: no engine, no amount of fidelity or well-meaning can capture or portray them. And if it can, throw that engine into the deepest ocean. You don't want what's in my head. And I don't want you to have it.","Everyone's getting into the BlueKeep 🚨 game. US-CERT just rlsd AA19-168A. I, for one, will have little sympathy for any orgs negatively impacted at this pt. You chose to play w/fire by not patching or mitigating &amp;amp; fire often burns. // MS BlueKeep Vuln. https://t.co/PrTUMHYc4p","To all my new Twitter friends if you know how to code (in #rstats) I encourage you to check this out\nhttps://t.co/NkjUXRio17\n\nIf you dont know how to code I encourage you to try to learn with this\n\nhttps://t.co/geYLkxviw1\nYou need @gdeltproject in your life","Made this for @briandconnelly but other #rstats folks might like to see CRAN pkg use of system() vs system(2). Only ~7% of CRAN pkgs shell out to the system directly.\n\nFWIW consider using {processx} or {sys} vs system() or system2() unless your shell calls are light. https://t.co/sIwY7ugWVA","Seriously useful tool to have in the toolbox. This + similar A++ tools having so many major (semantic) version bumps in my lifetime is def making me feel 👴🏼 // HAProxy 2.0 and Beyond - HAProxy Technologies https://t.co/HqEpboCN7V","@xangregg Heh. I work hard to *not* look at the vis for these things, at least not until later in the day soas not to spoil any potential good mood ''m in","How to: Use PGP for Linux\nhttps://t.co/NeyKb7CqVl","How to: Use PGP for macOS\nhttps://t.co/aXvIc9QJm8","For those of you testing for the #BlueKeep vuln, the #Metasploit module (in GitHub) has been updated to add support for:\n\n- Servers requiring TLS (but not NLA)\n- Config options for hostname, username, etc.\n\nBetter visibility, easier to blend in now.\n\nhttps://t.co/5mkv3c3mXk","They have a methodology section. Any developer with a decent ad-blocker missed an opportunity to participate.\n\nFor the record: am not dis'ing their report/etc. Just shedding light that measuring \"top\" (whatever) when it comes to programming languages is fraught with peril. https://t.co/mULq6Qc9uJ","Another conflicting programming language survey. This time it's the JetBrains \"State of Developer Ecosystem 2019\" with JS, Java, Python on top (vs Java / C / Python for recent TIBOE). R is in top 20 \"used in last 12 months\" \nhttps://t.co/RcxMvtH0Vm","#nom https://t.co/JquufL96GX","Life before death \nStrength before weakness\nJourney before destination\n#bridgefour","@dataandme Aye. This is going to be used in targeted attacks. 99% of folks won't have to be concerned &amp;amp; Yubico is darn gd abt responding to things like this. (I have 3 keys, 2 perms in sys and one I use mobile so I'm keenly interested in this as well)","\"ouch\" https://t.co/Um1ipoeacB","@ErrataRob aye. that def has merit. for better or worse i can iterate faster in R + get sweet self-contained HTML reports (and #3 will need R or Julia knowledge in the next 18-24 mos anyway).","Applewood smoked Korean BBQ beef ribs on the PBC; roasted garlic + goats milk Gouda maine mashed potatoes, seasoned grilled corn on the cob and lemon glazed sautéed veggies emerge in ~1.25hrs. Best dads day feast ever.","Bonus: he gets to learn some R along with the C++ as well as some test-driven development.","So #3 ships off his final code to me and I show him how to plan a test suite for it, ask him for the parameters, then instrument a test for him in R and provide him with an R Markdown-gen'd HTML report so he can review it &amp;amp; decide if he needs to course correct.","#3 is taking a college 100-level C++ course over the summer. It's super basic &amp;amp; all the exercises so far require user kbd input of some sort. The instructor is a neckbeard type and doesn't go over \"why\"'s alot nor cover any software engineering basics either.","@kearneymw @peterlovesdata @matloff Real data scientists use Fortran¹.\n\n¹ Tis ironic that both Python &amp;amp; R have many core/fundamental subsystems that rely on the same Fortran code yet folks (not referring tp @matloff, who did a gd post) still do silly \"vs\" things.","@SolomonMg @kearneymw @matloff Stop spreading falsehoods. Airstream may a Python app but it's fairly agnostic. {plumber} &amp;amp; {shiny} &amp;gt; \"Django\", {rvest}, {splashr} == Scraply (and more). Might want to take some time to read before positing.","@beauwoods Do you know if there are any [proper] prediction markets following this? They'd have way more efficacy than random Twitter responses since here any idiot in cyber is an \"expert\" but in the good pred mkts reputation matters &amp;amp; rep maintenance elevates efficacy significantly.","@Infosecjen @beauwoods Target employs the same mind-control language Starbucks (et al) does. #2 worked at both. It's scary how indoctrinating &amp;amp; cult-like retail corporate Murica is.","I don’t know who needs to see this ...\n\nBut if you’re new and GoFunding or going into debt for DefCon, don’t. Start local. Check out your local meetups, groups, BSides. Work up to the nearby city conferences. \n\nThere are people and information right where you are. Start local.","@MilesMcBain @_ColinFay @HamzaRa15004619 there are non-ugly Python Jupyter notebooks? where be these magical beasties?","Azure Bastion - RDP and SSH to your VMs without giving them public IP addresses, all from your web browser, all behind Azure account security. https://t.co/DexZcCN5CE","@kevdogtweets And, Reddit is def known for the intelligent, thoughtful, well-researched commentary contributors put into every q &amp;amp; a.","The @nytimes rly needs to stop reporting on cyber for a while until they can do so responsibly. Must be bonus time for ego-driven reporters or something. // https://t.co/SB9hfozso9","Introducing the {ethercalc} package https://t.co/4evrjqTjTt #rstats https://t.co/XfKSuG2pBC","An \"Install PWA\" feature is live for Chrome Beta (Desktop). Gitea tab nudged me for a PWA install &amp;amp; the screenshot is what it looks like. One nice thing abt it is it's separate from std Chrome ops so opening a new URL/tab won't pollute the PWA window // https://t.co/vrKzko7iNq https://t.co/mgxiTCL4ld","A look at Readerscope, the NYT's AI-powered tool for advertisers that creates topic clusters and surfaces relationships between those topics and their readers // How The New York Times' AI-driven data insight tool is informing ad campaigns https://t.co/0rEZqDUmxs https://t.co/oZAyvGwMp3","@rachelicha @StabbyCutyou @gwennasaurus now that cannot be unseen. #ty for that @rachelicha","@revodavid It's tied to GitHub. To participate in the challenges means GitHub so that alone is sketch. I briefly glanced at them (tis during $DAYJOB and all). I can totally threat model (!= \"conspiracy theory\") what harm might be wrought when i have more time.","@revodavid If they were truly serious about this being just open and fun they'd federate the \"challenge\" IAM. They've got sufficiently deep pockets to do so.","@revodavid That's your take. I've got mine. Show me the third party audits of the back end. Have someone official go on record. #transparency Lots of \"fun\" things have been used for evil. This company has reams of evil on record.","Gee, I can't imagine why this is a requirement. #youaretheproduct https://t.co/b3MoG2HrQZ","I wonder what AI models y'all will be training for Microsoft (and, hence, authoritarian regimes). Hope they don't end up killing innocent people in far away lands. https://t.co/D59VdFqnA3","Wait, so @nytimes will triple down on supporting seriously flawed &amp;amp; corrupt cyber reporting by reporters they like &amp;amp; let any idiot spew vitriol in the OpEd but will scrutinize…comics?\n\nStarting to wonder if \"failing\" is more of an appropriate word for them after all. https://t.co/Za9kYKNb75","🚨This seems, er, superbad if you're an Evernote user who also uses the Chrome extension https://t.co/mItnkmCXcQ🚨","This is a super helpful post if you're trying to grok Obsvbl notebooks (I unfortunately need underpinning details to truly dig into something and this was perfect). https://t.co/h7tBRpay7s","After spending an entire week in Google Slides I am not opening up a Google-provided application or service for the entire weekend starting @ EOD. I guess that means I have to use lynx or curl to browse the internet until Monday.","@PDXbek @Infosecjen Many of the IR firms that fit into the said offense category have surprisingly thin skins and are easily upset.","@stiles @Google aye. not sure if they're ubiquitous of if we're part of some A/B test","New England Peering Forum @PeeringForumNE 2019 will be Friday, August 2nd in Cambridge, MA. We will have a full day program of interesting presentations, a free RPKI training class from @TeamARIN, we feed you all day plus evening social. Register here:\n\n https://t.co/XldA29bm5p","As usual, @infosecjen doth not minceth words. Alot of cyber folk do think they are infallible esp when it comes to attribution, &amp;amp; that tis indeed just plain daft &amp;amp; dangerous // Analysis | Cybersecurity 202: Get ready for the hacking back debate: Round 2 https://t.co/a0D2o4nGdv https://t.co/9EmjEPff8f","Mebbe underwriters shld consider cyber risk assessing themselves before they gouge businesses // Underwriting agency hit by cyber attack - Daily - Insurance News - https://t.co/sfVcK7FMpM https://t.co/b8ynMXbnIM","A teensy bit more players in the¹ cyber security external rankings category than i remember from a few years ago.\n\n¹ I managed to type that w/o interjecting some much needed adjectives https://t.co/Ra14ryS5oh","@Garin_Pace @ErrataRob @livebeef I'm more concerned with amendment creep on this bill if it gets in than the current language in the bill. Easier to stop it now than to prevent draconian/stupid/dangerous updates to it given the way politics in Murica is trending.","@Garin_Pace @ErrataRob @livebeef No. He's pretty anti-safety as an argument for cyber policy.","@briandconnelly @rOpenSci @czeildi @_inundata @kara_woo The object you get back with {processx} is pretty dreamy.","@briandconnelly @rOpenSci @czeildi @_inundata @kara_woo Current best practice is to switch to {sys} or {processx} depending on the need. I kinda lean towards the latter for most work use the former on occasion :-)","@jeremiahg (HHS kinda has a fact sheet and everything abt this very topic…super googleable)","@8bitscollider @yoniceedee @joshua_ulrich and, attitudes like that aren't helping get back to anything resembling \"normal\". you go ahead and accept it, i will not and will continue to stand out against it. vehemently.","@paperghost (pretty sure you may still be off balance after acquiring it, tho)","@awpiii Pardon me for a bit. I have to chase some some brigand moppets off my lawn.","@awpiii Aye. Shameful. But, I mean look who we have as POTUS &amp;amp; who Dems let slide with the same language. Plus Murica was transfixed by the curse- and nudity-laden GoT so shld this rly be a surprise? These hacks are so uncreative they need to rely on baser things to get 👀&amp;amp;👂.","Appple: \"If your software depends on scripting languages, it’s recommended that you bundle the runtime within the app.\"\n\nWCPGW?","Sites are now seeing active RCE attacks against Exim servers. Patch your internet-facing ones (no need to run a fancy algorithm to see if you should patch this, folks). Disable the Exim banner, too, to avoid opportunistic attacks + reboot daily for a bit. https://t.co/MVbtu7mHsF https://t.co/Vn0ZD1ic3M","My title shld rly be Chief Slides Slinger this week. Currently simultaneously editing 5 different decks. Three with seriously custom themes (Le Morte d'Arthur, Zombieland, and Legend of Zelda) O_o","@gepeto42 I've got the Safari Preview and no site has let me even try so they're likely keying off UA vs direct capabilities test.","@gepeto42 OS tosses errors when trying to detect my ubikey successfully but at least it's trying on boot/login.","🚨 IMPORTANT! security patch for orgs running @RStudio Connect https://t.co/HRAaAeeG89 (make time to keep your hard work safe) 🚨","Blog Post: https://t.co/uSZ4Il84Fk","@yoniceedee @joshua_ulrich No. No way. No way at all this isn't a slick spying and marketing move by Microsoft to profit off the backs of GitHub users &amp;amp; possibly even shape behavior. Nope. Never. They're so dreamy and have changed! Honest! #rlynotrly","🔉 is neat, but I'll be truly impressed when we have olfactory gifs 👃🏽 // Audio GIF https://t.co/AdsMeLR3Wh","The @onthemedia crew dropped this walk-on music playlist from the Iowa Dem' event last Sunday in their weekly newsletter (today). \n\nIs someone going to track this per-event until the Primary? Wld rly like to see what they use to try to manipulate voter emotions in each state. https://t.co/E3cNuULh2v","If you use Rapid7, it now does unauthenticated scanning for #BlueKeep from today. https://t.co/JpCrKhoxDR","\"Customers\" (FWIW it's free s/w and *we* are the product) are def not asking to move fast, implement useless browser features, cause a ubiquitous browser monoculture, embed unblockable tracking tech in all endpoints &amp;amp; help facilitate the breakdown of humanity. But ¯\\_(ツ)_/¯ https://t.co/W35qvJJUcg","or \"Data science the Python way\" vs \"Data science the #rstats way\" https://t.co/EmD8NqC0tN","Solid intro to the topic(s) by @forcepointsec's Dr. Margaret Cunningham (remember to use your \"Avengers' fill-in-form\" persona/email addy for the reg :-) // Thinking About Thinking: Exploring Bias in Cybersecurity with Insights from Cognitive Science https://t.co/q7SEy9L6Hc https://t.co/dQm6DWhrNk","@samlfair @JohnFallot @bwishart slightly better version of that https://t.co/W4oNw7buT6","If making an #rstats #blogdown site is on your summer data science learning list, follow along with our @rstudio interns using the @GoHugoIO academic theme #MadeWithAcademic #SoDS19 \n\n4⃣ days\n👩🏾‍💻 ~ 1 hour a day (see slides) + \n🛠️ ~ 30-60 min homeworks\n\nhttps://t.co/I3MuTTpGSu https://t.co/GQBDpETCFB","Be prepared to abandon this platform for data science work in &amp;lt;5 years.","Ugh // Building and delivering command tools for Catalina https://t.co/UMY58DXrOs https://t.co/38kiZ9F4Wr","@briandconnelly I can carve out time (likely wknd) to run the @ropensci Labs' {defender} (https://t.co/JLZRIY1tMf) system() cal (et al — it finds many others https://t.co/jTFV6AdodZ) finder against home CRAN. Another security-ish📦 @czeildi, @_inundata @kara_woo &amp;amp; I hacked on last year.","@jkregenstein @choffstein @lenkiefer 0 dependency R would be https://t.co/Z4oJlMswPA(\"1975M01\", \"%YM%d\")","@lizardschwartz @hammerheadbat https://t.co/k2B7tFmyMf","@jakekaupp Just FYI there's https://t.co/tf5Rt2pv9B (also on gh/et al)","@shmsnh wait til you try dplyr::progress_estimated()","New Decoded post! The post goes thru how to get SPSS datasets loaded into R, create/recode variables that you may want to estimate, and how you can get weighted survey estimates from group_by %&amp;gt;% summarise. #rstats https://t.co/HRBbUqSm4y","Remember earlier this year when Facebook (and Google!) were misusing their enterprise certificates to bypass Apple's App Store? Facebook is finally putting a number on the number of users it collected device data from. \n\nMore: https://t.co/TVhb6Kso8n https://t.co/U2vFOdeGly","You can't use a single, highly-biased source for this information. https://t.co/Tu4BRoC44A","How do you know a Facebook employee is lying? Their lips are moving. https://t.co/O7Vqlx9rNt","Wow. Another one. Have these pontifications always been this bad? https://t.co/9ud0Auqc97","I realize Meeker is far more &amp;lt;insert salient adjective&amp;gt; than I am but I *sure* would have liked to see some error bars on this chart before declaring one the \"winner\". That seems \"bad\" given how awesome at \"data\" Meeker is supposed to be. https://t.co/QNlq9lj7g6","Goat and sheep’s milked baked ziti with local Maine sausage tonight #nom https://t.co/lDrykXLYcl","@SteveD3 Oh! Right! I forgot that this went out to Akamai customers and Windows users ;-p","As if the bold letters didn't already give it away… https://t.co/PWEifhI9Lv","The @nytimes has a course to teach its reporters data skills, and now they’ve open-sourced it https://t.co/T4mTbht21N","We’re hiring two baristas for our brand new Boston office @ North Station. Full-time employee role w/ benefits and whatnot! If you know anyone who would be interested pls send them my way ☕️🥰","I shld rly add a {bismer} (https://t.co/MMX5sLe5wp) option to {berate}, now that I think of it.","The {praise} 📦 is even better when paired with {berate} (https://t.co/peiJdSTb9E) which adds some, er, \"personality\" to R's rather dry error messages. https://t.co/7ttHcv5iTq https://t.co/7idZjO3bkA","Can confirm what our research partners over at @GreyNoiseIO are seeing re: MikroTik. \n\nOh, how I *loathe* these devices. https://t.co/NjuTOkvs43 https://t.co/eL3RaTUb3a","@digitalshadows @photon_research https://t.co/LeRXu0kjIW","@jenkuntzGP @nickromyn Wait. That is still \"a thing\"? (you'd think they've have \"fixed\" that by now; that's been something one has had to do for ages!) And, people pay cash money for this? #isgladhedoesnothavetousemicrosoftproductsanymore","We'll do another view once the SMTP studies run again and compare uptime with Exim running versions as well.\n\nA big #ty to @jhart for getting this to work at-scale! —FIN","Well, if they aren't anomalies more than a few Exim instances have been recycled in the very recent past. However, the bulk of them have been up for far too long.\n\nMy confidence in results over 50-60 days is thin given how `hping3`'s uptime measurement works. https://t.co/VF1LrZ2V5W","That *also* means we can measure (with definite variance in accuracy for many, many technical reasons) just how long some of these servers have been up (the PoC has been out a bit over 7 days).\n\nOur `hping3` study was able to measure uptime on ~1.8m Exim boxes. How'd they fare?","Why Exim?\n\nThere's a low-&amp;amp;-slow RCE vulnerability that impacts nearly 2 million servers. The current RCE PoC takes ~7 days to work its evil magic. \n\nThat means you can kinda thwart it by just rebooting/recycling Exim daily. (Hint: do that if you run internet-facing Exim).","Ask @rapid7's Friendly Neighborhood @jhart and ye shall receive!\n\nI tossed out a crazy idea to re-run our `hping3` uptime study (which @dabdine &amp;amp; I used a cpl years back t\n measure @cisco SMI 🥓🥓exposure — https://t.co/h0kxH3w2Si) but this time focusing it on Exim.","@dataandme The gif was such a 👍 idea to show the transition.","@Xanlythe Your cow-orkers and the internet in general thanks you for wearing pants today. ;-p","@dirk_sch @Bitbucket :-) Nay, but there is one! {ether} by @datawookie https://t.co/kSbcdieTdH !","Early prototype of the just hinted at {ethercalc} #rstats package is up on https://t.co/dMDIdYOEsA and all the usual social coding sites (now incl. @bitbucket)","@romunov I mean, this is kinda abt as simple as an API can get https://t.co/MmuWvm7reK","Simple, elegant HTTP APIs are the bestest APIs #ethercalc #rstats https://t.co/4Tc4QbfMQz","When you and excel have some honest conversation.... https://t.co/hSPbE32IzG","For anyone who wanted more detail, I turned yesterday's #rstats makeover twitter thread into a progressive blog post. // Makeover Jambalaya: Beating Dumbbells into Slopegraphs Whilst Orchestrating EtherCalc https://t.co/Wxoi5V8ydI https://t.co/BbqX6y1ZPi","@infosecdad @axios a bit more of a tweak (it's up on the blog as well) https://t.co/Bj8uoPzeot","Wow. @graphitecomics shld totally have prepared capacity for a feature in the NYTimes. Self DoS is not a good look for a burgeoning startup.","@Andrew___Morris Just answer \"Nay\" to all of them (it fits!)","@dacort I take more than a bit of umbrage with lumping \"straightforward\" into that group of words to avoid. It is far from the same as \"easy\". i.e. The process of building a house is straightforward. Building one is not \"easy\".","@guardian @ComputerWeekly And another #ty to @InfosecurityMag for their 👍 coverage as well! https://t.co/Z2MbmBkY62","@todb @letsencrypt but do it without the default attacker enablement component ;-p","@todb @letsencrypt You're such an LE apologist :-)\n\nSometimes I wish we were in a position to capture this type of data. Only sometimes, tho.","@FYRashid @gattaca If planes enact a strict requirement that you can only bring edibles on board that are actual food we could prevent such odiferous offenses.","@MlleLicious Ugh. A micro/corporate version of 1984. Seriously not cool. Tho also likely an org no one shld, now, want to work for.","Got some 👍 coverage in both @guardian https://t.co/gBRU71QIlD &amp;amp; @ComputerWeekly https://t.co/BpIGwraAPj #ty","Hey! We did [another] thing! Grab all three (F500, ASX200 &amp;amp; this) &amp;amp; see if you can find the common themes in industries across the globe. // Cybersecurity Report: The State of Security for UK's FTSE 250 Orgs https://t.co/MeNLo4V8Zy https://t.co/eYxOw6OKv7","@dakami @polirical Wait, what?!","@caitlinkdoherty For a minute there I thought you were talking abt @dabdine until I got to the MTBA part. 😜","@infosecdad @axios Well, there's also my posit that most 'Muricans don't read anything besides junk FB posts or captions on 'Gram/Snap pix and that the entire article is bunk :-)","@infosecdad @axios Or, wrap a story around why these two were equal (which may say something abt the general American psyche) https://t.co/j4ZoRjPgHQ","@infosecdad @axios Or, we could focus the severe social desirability bias in [online] surveys angle with this one :-) https://t.co/CR81FXAxKw","@infosecdad @axios I think I'd want to change the lines a bit based on whatever angle I was taking with the story (i.e. make one set of lines thicker as in this which emphasizes the \"actually read\" topics they want covered being &amp;lt; than that they actually read) https://t.co/28NNTmqINi","@infosecdad @axios Same. Twas a quick hack (~5-7m) that I might try to get onto the blog tonight in expanded form.","All your favorite slightly more affordable Avengers: \n\nCorporal Star\nBlank Window\nThorn\nIron Ron\nThe incredible Hank\n\n(Hawk Guy will be release next year as DLC) https://t.co/JOmaEMP89S","I'll take \"Headlines I never expected to be 'a thing' in my lifetime.' for $200, Alex. https://t.co/AkIosl9WBa","There are some (old) EtherCalc↔R functions here: https://t.co/wyHtT793Qd but it might be time for a full on package. Def give EtherCalc (&amp;amp; the API https://t.co/MmuWvm7reK)a go tho if you just need a fast, local spreadsheet. —FIN","The rest of the makeover is standard slopegraph ggplot2 machinations: https://t.co/x1FfD0AOyf","It's a full-on, *collaborative* spreadsheet, too. Starts fast. Zero bloat. The rly good part is that it has an *API* and you can do all sorts of fun things with the current document (the \"a983kmmne1i7\" is the document ID), like read it in as a CSV right in #rstats: https://t.co/ARtvEO2Stp","When you run:\n\n $ ethercalc\n\nYou are given a URL to cut/paste into your browser. I did that and then did a quick data entry: https://t.co/TaF4uT8AJr","I did a mental calc on the time-delta tradeoff between scrape &amp;amp; clean vs \"type the data in\". I chose to type it in.\n\nBUT\n\nI rly dislike Excel or Gsheets for quick data entry so I keep EtherCalc around (https://t.co/nxeTM1EIvr). You can, too! =&amp;gt;\n\n $ npm -g install ethercalc","So, about the aforetweeted makeover (https://t.co/jLgZ6YgfIk) I did in #rstats…\n\nI needed to get the data from the Axios article (https://t.co/ycF2ku5LES) and it was embedded in the doc markup (vs on-page JS object or XHR JSON).","This might be easier to read than the @axios version. https://t.co/wYZftizQuA https://t.co/wTTmrtzInO","Another exam-related #Internet shutdown observed in #Syria this morning. @DougMadory explains why DNS spike is seen in @InternetIntel graph:\n\nhttps://t.co/iLVTconinS\n\n#KeepItOn https://t.co/YsABiKHInl","@Balgan Microsoft has also been the main cause of a vast amount of datavis harm and eye bleeding due to Excel and PowerPoint defaults, so they might always be in the \"should be erased from history if we ever get that capability\" category.","@Balgan Microsoft has clearly caused the most security harm to individuals, organizations, and governments over the years given their lack of abject lack of concern abt safety; but, they've been around longer. Let's Encrypt is definitely making up for lost time.","@Balgan (Twitter keeps stopping me from posting the words I want to use as it claims it'll mark the tweet as \"explicit\") ¯\\_(ツ)_/¯","Amazon’s “let’s just pull the dominant primary color from the podcast logo for the Show’s background color” decision rly needs a separate rule to avoid white text washout. https://t.co/XhEVuHrmrO","Also: @hannahfresques is a talented interviewer along with a 👍🏼👍🏼 data-driven journalist https://t.co/wWfsJadGyF","(humor) Best quote in this @hadleywickham interview: \n\n@propublica: \"It’s true. I’ve tried to make some plots in Python and it was not pretty.\" \n\n(serious) A \"must read\" // “Your Default Position Should Be Skepticism” and Other Advice for Data Journalists https://t.co/lesYrTY77T","Shout out to @ValthekOn @zerosum0x0 @MalwareTechBlog and @ryHanson for not releasing their exploits. They absolutely would be strapped on to ransomware almost immediately - I’ve already seen a few people try, not realising they’ve paid for fake exploits.","These hacks brought to you by Let's Encrypt, enabling criminals since 2015 // Internet Crime Complaint Center (IC3) | Cyber Actors Exploit 'Secure' Websites In Phishing Campaigns https://t.co/z4lZy38p4Q","T-~2wks to Acadia. Can't wait for a seriously needed recharge at my fav place on the 🌍. If anyone is near Acadia/SW Harbour that week def let us know.","s/damn/darn (but you shld DO EEET regardless of my sensitive sensibilities). Honorable, savvy, clever folks doing outstanding research and some seriously cool (REDACTED BY THE LEGAL TEAM) development. https://t.co/qdSAop2f2W","@notthateric @hrbrmstr @GCPcloud I made something really similar for the R part at @digitalocean https://t.co/1m5eibHac4","@LisaDeBruine You can't really rely on the NAMESPACE file having all the exported objects so you really do need to load the package but you might be able to use the {callr} package to avoid polluting the Shiny app's namespace and/or trying to unattach a package.","@ClaytonTLamb output: github_document","R you kidding me? This is gReat! Awesome woRk @GCPcloud adding R support for AI PlatfoRm notebooks. On demand--optimized data science notebooks in the cloud. BRavo. #rstats https://t.co/RwrI5peg4L","When I published \"Déjà Fu: A Concurrency Testing Library for Haskell\" I received a polite email from the publisher asking if I could avoid accented characters in the title of my next paper. https://t.co/krm1UsCIk0","@Balgan It's akin to the NYTimes publishing individual stories on convenient store robberies. 0-effort story. 0-effort-\"research\". 0-value story. \n\nZOMGOSH, wait! =&amp;gt; Are both the \"journalists\" and hacks Millennials?!?!","I must declare @apreshill the winner of the #rstats internet for the week. I rly dislike YAML &amp;amp; that's such a blocker for me I never remember the syntax line for the \"code save button\" in R markdown. Her evergreen tweet (below) is always there to help. https://t.co/zyTqPkha0V","But, remember, folks: it's all hip &amp;amp; chic now to find justification for not having a robust patch management process in your orgs. Better to chill over a botanical spirit replacement mocktail than to roll up your sleeves, partner w/colleagues &amp;amp; help ensure safety. https://t.co/E1AliWVcOR","I'll take \"Epic CSS hacks based on deep lore &amp;amp; creative thinking.\" for $300, Alex. https://t.co/tuvWsTJ7OZ","@thevowel gosh how i miss those mountains","@kearneymw FWIW that sounds suspiciously like you spreading a conspiracy theory. 😜","Biggest wish for 2020: hack reporters in infosec \"news\" outlets finally get some self-respect &amp;amp; refuse to print useless stories from lazy faux-researchers abt exposed data in elasticsearch/mongo/etc al databases.","Oh, and the R + macOS font issues I noted last week after installing the macOS 10.15 beta \"went away\" after a reboot. O_o","#rstats I wrapped up the functions in https://t.co/xpILqyyK8G into a {deere} mini-📦 available @ https://t.co/EAJmHneG5g (but on all the other social coding sites including bitbucket).","@thomasp85 ⚰️","Giving in to the inevitable seems like a fine way to start the week https://t.co/d06ZTmFCBu","@arnicas @thomasp85 @dataandme @eagereyes Heroku still has that plucky awkward-but-cool middle school new kid on the block kinda feel to it as well (so SF hasn't killed the spirit there yet either).","@thomasp85 @sharoz Sadly, aye. (one of us was _trying_ to start Monday with a teensy bit of optimism :-)","@thomasp85 @sharoz On the plus side there's a &amp;gt;50% chance I'll stop getting horrible pie charts from the sales team members.","@arnicas (had a few⏲to process the 📰) I'm super happy for the folks @ Tableau w/startup shares equity. They put a ton of effort in over the yrs to democratize data vis &amp;amp; help folks communicate. Not sure how this fits in w/SF strategy but getting better vis tools into ++biz hands is 👍.","Lynn just echoed my first and only reaction to this. O_o https://t.co/oYyHQhF8Q6","this Friday I am doing a free 30 minute webinar to present the ideas I have for #HarmReduction For Customer Facing Teams. I have worked hard on this project. It is also workshop series. I hope this will generate discussion and action\nPlease share this !\nhttps://t.co/d3f6a8sfTx","Well, darn. ZDNet (et al) is going to be stupid crap for the next 2 months as the \"Black Hat\" shock/junk pseudo-faux-journalism dictation transcriptions are posted to engender 👀 for adverts and audiences for talks. This is almost the worst part of this industry.","@KimmyKy2 CompSci w/Math &amp;amp; Engineering minors.","@dacort Just in time for Catalina beta!","@dacort Dell XPS 13/15\" Developer Edition, System76 (anything), a slice of the ThinkPad line are some decent alternate choices.","@dacort @ryandjohnson Well you def don't want to run Linux on a macOS laptop unless you like intesnse pain. And you rly don't want to run Linux on any laptop except for a very small subset of laptops &amp;amp; laptop manufacturers.","@dacort from?","There's also a fairly obvious domain you can prepend to /rpubs/reverse-heatmap.html to find the code (adding in a wee bit of deliberate inertia also helps with being less \"vexed\"). —FIN","But I figured I'd post it as a general ref and if others had easier/better ways to do this or just want to poke fun at some R code (I'm pretty thick skinned :-) it'd then morph into a broader discussion, thus possibly leaving me less \"vexed\" 😎 .","Then we can validate our results with scales::show_col().\n\nSo, while I haven't tagged this or used it in a reply to the \"OP\" they can still use this to potentially violate ToS so I'm still \"vexed\" since I'm technically side-stepping ethics concerns. https://t.co/3NnsKYNVZ7","\"Sorting\" colors in general is an interesting challenge but sorting via HSV values generally works for \"colourbar-ish\" palettes (like this one) so we can use col2rgb() then rgb2hsv() to get HSV values for each color &amp;amp; sort them. https://t.co/VFsKzuc9Nv","Now, {magick} has a fun image_raster() function which gives x, y and color for all the pixels. Most basic heatmaps are uniform (i.e. the cell is one color) so we can grab the colors of the cell midpoints like this. https://t.co/H5JntGrpKL","It's easier if the image is *just* the heatmap, though, so cropping it simplifies the code. There are ways to figure out the crop region computationally but unless this is \"at scale\" and all w/diff crop regions, it's cake to specify by hand. https://t.co/MdsS08N49o","So, say you have something like this (via the R Graph Gallery). The \"OP\" wants the colors sorted (and IIRC with x &amp;amp; y position). It's rly pretty straightforward. https://t.co/iLFf8JTvlo","But, they appear to want to use this on a site that very likely restricts scraping (said site also looks like they build the heatmap with JS but that's a whole other thing). So helping them directly has me in an ethical quandary. Nevermind that it's abt \"sportsball\" (sigh).","I'm a bit vexed. Someone asked for how to \"reverse\" a heatmap in R (not using \"the\" hashtag on purpose). By \"reverse\" it looks like they want the colors in order (assuming their heatmap has no legend). So far, so good.","@CMastication Lights in major cities and larger towns, aye. But the grid def is and is super fragile. So unless a town has \"off grid\" redundancy (like near here in South Berwick which has an ancient hydro-electric dam still in operation) one can fairly easily case chaos.","@CMastication And I can do that for an entire coast with a Chromebook :-)","@CMastication (not to be \"that guy\" but virtually all of our \"for granted\" sys are far from robust; not GPS, not internet, not cellular data, not streetlights, not motorways, not water control systems, not the electric grid; some are \"squirrels\" away from dysfunction others are easily hacked)","@pF1G__xG3w0z9qe Aw man. I had worked up an example using a different heatmap (before I saw your reply). I'm afraid I can't post it, though, unless I can see a link to that site since there's a &amp;gt;50% likelihood it prevents data scraping of any kind.","@pF1G__xG3w0z9qe Can you define \"heatmap\" &amp;amp; \"value\"? (Better yet: post an example here.)","@seanmcarroll Tucker Carlson *actually said*, The \"Global tyranny of the metric system\", as though it were a real thing.\n\nI'm not clever enough to succinctly describe how stupid that is.","Heh. It's also super obvious that I did not buy a \"zero turn\" mower. \n\nPretty sure this is the last \"mower\" thread I need to do since we know where the files are, what's being recorded &amp;amp; how to identify unique sessions.\n\nI'll do a blog if I wrap this into a pkg. —FIN","It turns out that I had much less of a \"lead foot\" this time around (\"new toy\" elation was much more subdued). And, it's def obvious even from the lng/lat data that there were fewer spots with double-mows (&amp;amp; also that the iPhone GPS is kinda \"meh\" accuracy-wise). https://t.co/F2dbjFZYmO","Based on the number of records returned in when grouped by each, I'm thinking it's ZSESSION that has the \"mowing session\" and a quick verification shows that's the case. Now we can do some more comparisons between the mows. https://t.co/LRGsrz9YhT","If you look back on the first mower thread ZMOWLOCATION had the actual mowing data but I wasn't sure which column stored the \"mow number\". \n\nFrom the looks of things it might be either Z_OPT or ZSESSION (or both) https://t.co/r9bN16Mvtr","You'll note in ZACTIVITY that because the grass wasn't so high (thanks to the inexcusable screw up by @HomeDepot) going over some areas 2x was not required so overall less time/distance covered. https://t.co/uoFKyQe4pJ","It seems to be faithfully keeping track of the \"mowing hours\" in the ZMOWER table and ZACTIVITY seems to have the high level metadata for each mow. (I deliberately added a note to that first mow to try to identify a metadata tbl). https://t.co/aJTgNa7abZ","Also: that reboot took a scary long time.\n\nAnyway here's a screenshot of the aforetweeted R function and a clearer picture of the Finder iPhone pane and what happens when I execute the function on today's backup. https://t.co/XVTHhXRF9r","ah, yeah. so i forgot i had set the Screenshot app to copy to clipboard since it won't both save a file and allow you to copy the image from the HUD to clipboard anymore (I think that's a bug).","(not having screenshot capability is now painful so brb)","Anyway, I wrapped the MowerPlus db file identification &amp;amp; copy process up into one #rstats function — https://t.co/2l9ne0OutA — So now all I have to do is know the backup folder name and do:\n\nsrc_mowerplus(\"28500cd31b9580aaf5815c695ebd3ea5f7455628\")\n\nto get to the tables.","It's a huge improvement over it being in iTunes. Tons faster 📱 recognition. I performed a manual, unencrypted full backup and it was fast and error free.\n\nIn other news I rly hope @JohnDeere considers making the MowerPlus sqlite file something we can access via the Files tab.","@JohnDeere Apologies for the cruddy capture but macOS 10.15 beta screenshot capability died for some reason (yay life on bleeding edge) and I didn't feel like rebooting now b/c I have other IRL stuff to do.\n\nAnyway, the iPhone shows up in Finder sidebar and looks like this. https://t.co/Ij7BP7etNs","As forewarned, today was the second mow with the new @JohnDeere mower. I'll thread the exploration of what the db looks like with 2 mows logged + have a screen shot of the new macOS 10.15 iOS backup window. (will thread this, too)","@Andrew___Morris @verysmallegg Operator Mono Ligature 4eva","Friday's localized Internet disruption on @MyCCITweets in VT/NH area visible in @caida_ioda and @InternetIntel graphs.\nhttps://t.co/o9WzWrRkRo\nhttps://t.co/0VrM4gephP\nhttps://t.co/mq4XEcLuvw https://t.co/IBCoNrb2wW","@ra6bit i let mine go b/c it's kinda worthless. i grok it's a hurdle for those new to the industry but do you really want to work at an org that has that as a req for senior positions?","Twitter is fun because you get to be like, “Ducks are good” and someone in your mentions will go, “Um, I’m sorry but my brother is married to a duck scientist and this is a harmful view” and then someone else pops up going, “Your silence about horses is extremely telling”","@ra6bit @ErrataRob license.","@gshotwell @kathyra_ @bearloga tis kinda shell dependent but cmd-p for most.","@LukeTierney4 @kara_woo Aye! Just need to take care of this first 😎 https://t.co/wJi8rzhKYT","@LukeTierney4 @kara_woo Aye, and {backports} shld help folks &amp;lt; 3.6.0 use the \"built ins\". (not trying to be mean) It's a bit late of an add, tho :-)","@kara_woo {rlang} (https://t.co/X4TgWdDqRz) makes this much more doable now (IMO). The lack of a formal, built-in constructor has likely been a major contributor to the lack of use.","@abresler @JennyBryan @hadleywickham @timelyportfolio @hafenstats @jbkunst That's def a \"chose not to invest in a web app or a dedicated local app\" spreadsheet. Gosh how I dislike them.","@dseverski @thomasp85 @JennyBryan sadly, aye.","@henrikbengtsson def gotta hex this :-) https://t.co/D8JSugLeN9","WARNING: I shall likely be mowing again on Sunday and will be taking a look at what an extra set of records does to the underlying SQLite db in the @JohnDeere iOS app (unless they add an export feature by then).","@thomasp85 @JennyBryan (some of us are kinda ok w/our packages that require compilation not running on legacy platforms :-)","Hello, is this on? It's Friday night, how about an endpoint that returns the IPs that have been tagged as Malicious by our Honeypots in the last 24h? Available for all Users (SaaS and Enterprise)\n\n\"API/query/sensors/tag/MALICIOUS\" \n\nCheck https://t.co/EGnH9l0lot https://t.co/ZtvBXlPMkU","@georgevhulme @ErrataRob Relying on employees of IR firms that violate contracts &amp;amp; trust is no way to get a story. Period. Shoddy unethical tabloid junk \"look at me\" by @nytimes jouros.","@hrbrmstr But @dakami told me BGP lies… maybe about birthday too? Or was that @ErrataRob ? maybe it was the cake...","Happy Birthday BGP 🎂 https://t.co/EAJFYGwNce https://t.co/mzMtBbk8KF","See also, Jedi, ninja, guru. https://t.co/0GojYI7ZTr","This industry *REALLY* needs to stop using the \"rockstar\" term. https://t.co/AuTRvEkSUx","@thomasp85 Rly wish folks wld stop using these legacy operating systems.","it's been one of those weeks #rstats #icanquitanytime https://t.co/Wp6AePjbJB","So tempting to make a gl pewpew map (cc: @alexcpsec) https://t.co/IKxIiWHIAa","@jnaecker @lukestein @hrbrmstr @hannah_h_b @eugen_dimant @a40ruhr @J_C_Suarez @PortiaEconomics @ChinmayTumbe @vitto_dicandia Very nice! Although I personally think a circular representation is more elegant / interpretable. Lots of fun to play with these tools. https://t.co/3636NkBcwU","Reader Challenge: Have Some Fun with Apple’s WWDC 2019 Keynote Subtitles &amp;amp; Show Your Work https://t.co/MtCSt70mKj #rstats https://t.co/by8mbTToYB","It's, um, \"great?\", how academics are —in what seems like droves —gleefully helping authoritarian regimes, fraudsters, and others with evil intent accomplish their goals faster &amp;amp; easier than ever before. https://t.co/wQoYADS73q","https://t.co/XieGHE9yJ7 — we run this particular study bi-wkly so will update this view soon. If you can't patch now, perhaps setup a nightly restart of your Exim kit. FWIW 4.92 was only a security patch *by accident* so don't hate on those who didn't upgrade when it was released https://t.co/txNUfjrVRF","I didn't know @TheStephLocke at @LockeData offers free (and I mean FREE) office hours to discuss any #datascience #rstats, consulting matters, did you? https://t.co/ypXw7UspWT","We are still investigating with our hardware supplier and CT on yesterday’s BGP leak, there was no configuration change on our side that triggered the issue.","Nice further example why code-signing is far from a panacea and why 'lolbins' was such a well-chosen moniker for its dual-purpose prefix acronym. https://t.co/BZlXdLx8qb","@ErrataRob cc: @Percent_X (Deral has done a ton of work with these compact balefilres of doom).","Last night, around 70,000 routes were leaked from a European data centre to China Telecom, some for over two hours, reports @DougMadory https://t.co/hFLsZ3ukEL #BGP #netsec https://t.co/9RJgOm2nrg","Note: this does not mean I am now an optimist. https://t.co/jHqpu1BHXw","P.A.T.C.H. \n\nU.S.E. N.L.A.\n\nG.E.T. R.D.P. O.F.F. T.H.E. I.N.T.E.R.N.E.T. https://t.co/RktIeFEDiR","Rounding the year out with mathematic + art. Parabolic curves, radial design, and tangrams will be our last few projects. https://t.co/H6Xb8wMkAH","@SteveD3 i do have to admit that it is a very well-done scene. someone needs to deepfake it with 🍊 &amp;amp; his fam at the table vs a french family.","@SteveD3 it's a movie. fiction.","@SteveD3 (movie https://t.co/Ed0R8gATY6:)\n\n*puts post-it note on monitor to remind himself to dblchk all of Steve's future posts*","#rstats devs intent on supporting a monolithic, centralized approach to social coding might want to look at this new GitUgh offering https://t.co/gJdyKeU0k9","@leach_jim Camaraderie, adventure, and steel on steel. The stuff of legend!","Where Minsc goes, EVIL stands *aside*! https://t.co/WpPqFk8jxv","@maartenzam @visualisingdata @rstudio (to add a bit) if I'm being honest the answer shld be learn either (or both) whatever the latest .NET scripting lang for Excel is + javascript and the gslides libraries for it since most enterprise folks have locked down desktops but those two avenues are generally open.","2019 in one image https://t.co/zU9Hs33ps8","@maartenzam @visualisingdata @rstudio R is a general purpose programming language complete with file system ops, network ops, etc. \"Niche\" solely due to it not coming by default with the OS like Python does (neither of which will be part of macOS moving forward so finally a level playing field).","@Balgan *Cap' voice* Language.","@Balgan i mean, it takes ~7 days to get full RCE so folks can just reboot exim every 12 hours or so as a workaround :-)","@Balgan aye. https://t.co/ogIlvdzJNk","🚨 There's an exim RCE out there. While exim users generally patch well/timely, this is a trivial RCE and far too many are still on a vulnerable version. Will update as we run more frequent studies. https://t.co/60fjWowT81","@thomasp85 Ferengi tube grub?","@Geocodio @azadag @hannah_recht aye. it's (the API) super fast, too. I use it for some smaller pro bono side projects from time-to-time.","@dataandme @visualisingdata @hadleywickham My BS CompSci senior graduating thesis was a writing a Smalltalk parameter data flow analyzer and optimizer in Smalltalk so i'm kinda heavily biased towards that language in general 😎","#ty ! (also, SQL gen has been even better since 1.4.0) https://t.co/fLjLLiKgbw","@visualisingdata I only got a bit, er, vocal b/c it was a 2-item list. I'm all for \"use the language that help you develop and execute successfully against mental models that work for you\". \n\nI mean, if Smalltalk had a ggplot2 equivalent I'd use that over any of the current languages.","This. It often takes longer to get everyone in a room and argue about it than it does to implement a fix. https://t.co/RXBa60QI5M","I, too, am pretty surprised to see the odd ~proportion~ of time and argument on why NOT to do security things... https://t.co/fmo8qxXgER","Aye. Pls ignore the recent spate of \"don't patch\" silly/dangerous/naive advice and help educate your org as to why it is in their best interest (pref with qual- or quant-backed risk models) to patch or mitigate (e.g. segment/reconfig) vulns/weaknesses. https://t.co/6ibcm6zf8e","This — https://t.co/kFY7Ntkgs4 — was a really good q abt hot to make an #rstats `ggalt::geom_dumbbell()` with three points (spoiler: you can't—yet). If you want to see a \"manual\" way of making the attached plot, I put a reproducible snippet in the thread of the issue. https://t.co/m9V6Jmi0Z7","Client: “How much time will it take to finish this project?”\n\nMe: “About 6 weeks”\n\nClient: “I need it finished in two”.\n\nMe: “Let me try to explain it better:” https://t.co/dSUAcx2J3J","@0xbaddeer So, text adventure games on mainframes?","{iptools} #rstats package users are some of the bestest users ever https://t.co/wY6DpMmbx8","@visualisingdata R b/c it prioritizes vectorised thinking over \"mash on the kbd until it works\" &amp;amp; — if the ultimate goal is to work w/data — will let folks get from concept to useful + good looking output fast esp if they use RStudio &amp;amp; {tidyverse}. + it interfaces w/pretty much every other lang.","@gdbassett oh, my tweet abt needing to use awk to extract IP addresses from giant Athena query dl b/c of embedded nulls on some lines","two \"#rstats + awk combining to solve a problem\" tweets in one week. 🧐 https://t.co/VLKZwmIcK5","@brycem how'd they detect rsync over SSH?","@statredd run those two pieces of code","@ra6bit Every MDR and IDR customer of ours uses them.","@bradleyboehmke @dataandme Having said that, your posit is kinda the baseline modus operandi of {usethis} (which I use and mimic in {freebase}) and the ease of ops with that pkg gets the discrete organization by default. So it's def sneaking its way into the way modern R pkg devs operate :-)","@bradleyboehmke @dataandme I think I'd just add a \"depending on the number of utility functions\" (but I'm generally not a big fan of highly constrained universal rules).","@andschar aye, and i'll stick to doing large data ops where they belong — in fast, stats-enabled dbs and R's {dbplyr} interface :-)","TLDR: Worry about \"BlueKeep\" (you've 100% patched by now, rite?) &amp;amp; use the comms &amp;amp; monitoring advice in the post to keep an eye out for targeted use of this service weakness. // Windows RDP Network Authentication Bypass (CVE-2019-9510) Explained https://t.co/uu4S0mWwaD https://t.co/P1QgHkUGHi","@dataandme @bradleyboehmke been thinking of re-upping this in the Fall to see if anything as changed.\n\nI somewhat disagree with Bradley, tho, but only somewhat :-)","@JohannesBGruber @michael_chirico Aye. It’s looking really nice.","It seems @todb &amp;amp; I have different interpretations of \"world ending\". I tend to project that on the stellar scale (star goes 💥, etc) while he seems to equate 🌍⚰️ as the end of the Anthropocene age. I'm gd w/either def, rly.","The new #rstats {https://t.co/DYHrUMhZch} 📦(bridges {dplyr} &amp;amp; {data.table} by using tidy verbs to directly apply {data.table} expressions) looks super interesting. https://t.co/2Gn80dYEwv","I've been far, far (far) from perfect each of those ~10,000 days &amp;amp; am 🙏🏽 for the grace she has shown me each time I've fallen short of those vows. \"Happy\" doesn't even begin to describe how I feel today. You are *the best* @mrshrbrmstr.","29 yrs ago tdy, @mrshrbrmstr was crazy enough to say she'd wld allow me to have the privilege of spending the rest of my days w/her &amp;amp; I vowed to do my best to ♥️ &amp;amp; cherish her each of those days.","@KKulma {ISOcodes} has a number of helpful tables including this. https://t.co/q2V7Q30jHx","@ErrataRob @jmgosney @sublimehq @code cld have left out three words in that tweet. #abytesavedisabyteearned","@tangming2005 @SilasTittes (forgot output) https://t.co/3e3APBssuo","@tangming2005 @SilasTittes This is a bit more generic as it handles lists or vectors:\n\nhttps://t.co/sMaUP0Qk4r https://t.co/N2ZaU42F5f","@tangming2005 @SilasTittes But, if you're determined to come close to that syntax:\n\ntreatment &amp;lt;- \"foo\"\n\ncc &amp;lt;- function(...) {\n args &amp;lt;- rlang::dots_list(...)\n setNames(unlist(args, use.names = FALSE), names(args))\n}\n\ncc(\"Vehicle\" = \"blue\", (!!treatment) := \"red\")\n\nmight work for you","@tangming2005 @SilasTittes not sure why the syntax matters so much.\n\ntreatment &amp;lt;- \"foo\"\nsetNames(c(\"blue\", \"red\"), c(\"Vehicle\", treatment))\n\nworks and is pretty expressive (which is IMO paramount)","@holisticinfosec it seems there was a triple mirror of your site content today. if you want any metadata info on the connection (I've got bro running on the web server) just lemme know. https://t.co/Q2MTM7zcX0","@iamasharkskin these are rly gd q's. I might slice the data set down to a more manageable amount and do a blog post.","@iamasharkskin no, but even the opportunistic readers for some of the libraries end up slurping up the null and then have a heart attack (frail beasts that they all are).\n\ni'd posit that the awk one liner was faster than any of them wld have been, too.","Hrm. The all-day lamb ragout is slated to be done in 6 minutes. Def looking fwd to this meal tonight.","@Jemus42 nay. fread, read.csv, read_csv, various Python modules (csvcut is rly python so makes sense it borked as well).","@iamasharkskin the source data for the parquet data in athena is data gathered from our Project Sonar web scans (https://t.co/EVKkdZaoEs if you want to play for free). The internet is a super hostile data source.","@iamasharkskin i have a CSV from Athena w/icky web content (large, large file). there's an embedded null on a few lines b/c \"random web content\" (&amp;amp; not even in the http body, either in cert data or hdr data). i rly needed just the IP address and ended up doing \n\nawk -F \",\" '{ print $1 }' file","Why, yes, it is perfectly acceptable in 2019 that awk succeeds where all R &amp;amp; Python CSV readers and even the cmdline csvcut fail due to those scary embedded NULLs.\n\n*ponders porting the tidyverse to awk*","@GoldbergData @juliasilge scramble to meet a promise. need something out there to buy time for the planned attrition to iPad. They've already *done* this with the existing Mac Pros. This will bump the stock for a year or two. No real innovation in 10.15. I've got more.","Just learned about a new feature in dplyr 0.8.0: you can pass a name = argument to count() if you don't want it to be n\n\nNo more count() %&amp;gt;% rename()! 🥳\n\n#rstats https://t.co/il7yIRX5Bw","@hadleywickham I will confess that you were the singular desired target audience for that particular tweet :-)","@barton_paul @GossiTheDog perhaps if we sent up a bat-signal? https://t.co/l1NKtypSUK","@barton_paul We need @GossiTheDog to come up with another name for this.","@KenButler12 @noamross If {blogdown} then https://t.co/TAN1gfTYAG shld be where you remove your shortname https://t.co/Ps1jhXPB9P","🚨HEY NOW! We are *just* getting comfortable with the EXISTING RDP exposure. We do NOT need *another* one (this one impacts NLA) https://t.co/y7P1iIc6uO","I have just coined a new data science acryonym/term at work — PAR — Passive Aggressive #rstats. Defined as when you give your non-R-using team members an RDS or RDA file so they're forced to either use R or some crippled Python module to get at what you just shared.","I prepared step-by-step instructions for reproducing a few of the figures from my book. #rstats #ggplot2 #dataviz\nhttps://t.co/fe7vO3wwAN https://t.co/G5Lk4K91gU","@jmcphers @kevin_ushey @GaryTRitchie aye. i'm a watcher of that (i think :-) they made special note and went out of their way to re-note that with this release to devs (i zoomed through all the docs). so it's going to be super painful for alot of folks for alot of apps come the fall.","@thomasp85 @jimhester_ @winston_chang O M GOSH\n\nSomething changed in macOS 10.15. Muli is a free Google font we use as part of the brand.\n\nThe \"Unique Name\" field for the TTF \"Muli Regular\" is \".LastResort; 13.0d1e2; 2017-07-21\". Guess what happens when I use that for the family name for the plots. O_o","@bhive01 @thomasp85 Main dev system is full-on beta all the time. #wildman #alsoanidiot \n\nBut the MBPro is on stable since I expect things like this to happen.\n\nSame for home CRAN (which is an old Mac Mini)","@thomasp85 @jimhester_ aye. same.\n\nthis current issue is vexing. the font is there. it validates and everything. \n\nand, my theme_ipsum_rc() works fine (and that's a custom font, too)","@thomasp85 Aye. But it needs a Makevars[.win] and some #ifdef's :-) I got excited for half a second this morning b/c of that repo.","@gdbassett @sooshie @pittman_barry @hacks4pancakes @marcusjcarey send them my way. i've got a good one that needs attention.","First signs of trouble for #rstats and macOS 10.15 just appeared. Of course it's \"fonts\".\n\nYou almost done with that fancy new font pkg @thomasp85? :-) https://t.co/9NkqnCiNe6","@noamross Had not before abt 8m ago :-)\n\nThey have a decent IP address block, seem to like IPv6 alot and host less malicious content than GitHub pages do. Their claims seem legit on the surface (could not get to sites via Tor or from some known malicious CIDRs), too.","@noamross Another is to tie blog entries to Discourse topics and let a community comment there. That means setting up Discourse, tho.","@noamross Disqus is still quite popular. Don't use it (pls). Yet another service where you and your site visitors are the product. Plus it acts like malicious javascript.\n\nhttps://t.co/f5t8kYpyTF has been a possible alternative for a while. https://t.co/kYodseQ2sT claims privacy.","The race to the geom_moon() begins now. https://t.co/SztHWfbsSb #rstats https://t.co/eozOTca2mG","@statredd with_progress() and a non-lambda function is def better than my current hack of:\n\n 1:10 %&amp;gt;% \n { .pb &amp;lt;&amp;lt;- progress_estimated(length(.)) ; . } %&amp;gt;% \n purrr::walk(~{\n .pb$tick()$print()\n Sys.sleep(.x)\n })","@statredd Note that it doesn't support formula functions—e.g.\n\n purrr::walk(1:10, with_progress(~Sys.sleep(5)))\n\nnor implicit param specs:\n\n purrr::walk(1:10, with_progress(Sys.sleep, .x))\n\nbut I might be able to get a PR in for those in a cpl weeks if others don't get to it first.","Unsurprisingly, @KeybaseIO's macOS fuze-based filesystem does not work yet under macOS 10.15. All other functions appear to be 👍 tho.","@dseverski @statredd Now, I know you're on the wrong coast but that's no reason to spout such blasphemy at such an early hour of the day :-)","I am declaring @statredd the winner of the #rstats internets today for the {purrrogress} 📦 (https://t.co/CqozmYPQTn). I've been too lazy to write this and will be an avid user of it. Tis on CRAN as well.","@gepeto42 Aye. I figured they'd just do a quick edit and align it to the video. Sigh. I wanted to count the adverbs per minute.","Hrm. Apple has not assigned a subtitle track to the WWDC video. That seems somewhat hostile to those with hearing difficulties.","@Apple Already got my hands on one, it’s GRATE!! https://t.co/j0tDqfNro8","Highly suggest folks do:\n\n xip -x Xcode_11_Beta.xip\n\nvs let Finder try to do that + validate it for you. It's a FinderDoS","Firefox Developer Edition sure has a funky new theme after the macOS 10.15 upgrade #trustworthycomputing https://t.co/xUAtwWVE0Z","@ma_salmon done.","@SocialBlade ^^ s/by/but","#rstats I don't know why CRAN maintainers continue to allow ToS violating packages on CRAN by a new pkg {sbscrapeR} clearly violates @SocialBlade's ToS (https://t.co/i3wQmZqHPc) &amp;amp; you should not use it. The author is putting you in harm's way. The 📦 shld be pulled from CRAN IMO","@BrianSniffen Perhaps. Someone is going to have to make an installer vs a scary shell pipe paste from the internet to ruby (which, tbh, is likely a good idea anyway)","@BrianSniffen @shunley42 Given the demo at WWDC today of Swift live coding w/immediate deploy to the paired iOS device, yep.","Yay. Finder is still a hot mess. More proof Apple is going to abandon macOS at some point in the next few years. (currently beachballing &amp;amp; unresponsive while it uncompresses &amp;amp; verifies Xcode 11 Beta)","ah, Alfred just needed time to wait for Spotlight to reindex the drive.","Rough draft MSF module. Still too dangerous to release, lame sorry. Maybe after first mega-worm?\n\n🚨 PATCH #BlueKeep CVE-2019-0708 🚨 \n\n35c2571801b3b6c4297ed362cf901dc4e907ff32a276fb6544a2b9d0f643f207 https://t.co/y0g9R9HNnc","@zerosum0x0 @ronindey that's pretty much an evergreen tweet for every second of Twitter's past and future existence.","zsh appears to the the future for folks who create new user accounts on macOS 10.15+ https://t.co/GjjaLWBBhb","@Balgan Make sure to stop by and say hi to @todb at our booth!","Also: all orgs shld take note of the companies helping Baltimore respond to the attack &amp;amp; be sure to have your procurement dept ask them if they were the ones who leaked info about an ongoing investigation to the press since at least one employs dishonest/untrustworthy workers.","(this is likely how medical &amp;amp; hard science professionals react to all the other nonsense this paper and other outlets post on a far more regular basis)","This is what happens when reporters believe they are infallible, have deep expertise in areas they really know almost nothing about and trust daft \"sources\". \n\nI'm cancelling my sub to the @nytimes today and removing \"The Daily\" from the AM flash briefing. You should too.","O_o The @nytimes triples down on their incredibly irresponsible reporting about Baltimore / EternalBlue on today's \"The Daily\". Definitely give it a listen if you want to see what a manufactured, fake news story — designed to push a newspaper's agenda —looks/sounds like.","@muscovitebob @shunley42 You are welcome to your opinion.","\"There's OPA, and then there's OPA.\"","@Voovarb (attempts to confuse Myfanwy further) AND, there's iOS (https://t.co/eR3AL8OUz7) and then there's IOS (https://t.co/L8DzX7JzQG)","@dvaughan32 @kevin_ushey @rstudio w00t! #ty","@pachamaltese @juliasilge only on some platforms.","@kevin_ushey @GaryTRitchie https://t.co/2bdyyBMAQD (looks like mandatory notarization is in your not-too-distant future)","Apple clearly directed the new \"Pro\" @ media machinating folks. They still treat developers with disdain, from hardware to gutted developer documentation. It's super sad. But \"normal\" users who want \"memojis\" are their bottom line feeders, now.","@pachamaltese @juliasilge And, you get to grab three cups of coffee while {tidyverse} installs!","@adamhsparks @pachamaltese @juliasilge Same. Enough \"things\" have (sadly) moved to the ☁️ that it's likely not as bad these days. And, #4 will be \"an adult\" in ~5ish years so it won't be as bad for me at least. By that time the advice will be \"buy an iPad\". Wish @RStuio wld change their minds re: native iPadOS client.","@pachamaltese @juliasilge Kids change alot tho. Super easy to maintain a home network of Macs &amp;amp; control kid systems (&amp;amp; devices). Not so much with *nix.","@adamhsparks @juliasilge If the general *nix community doesn't come together, I suspect we R users will. Now gonna save up for System76, Lenovo or Dell *nix and start some machinations.","@juliasilge We do have ~5 years, tho. Lots can change. Their current direction is def to kill off macOS tho.","@gdbassett @pittman_barry @hacks4pancakes @marcusjcarey @alexcpsec @drhyrum @adversariel @rharang @hillarymsanders @_delta_zero @jayjacobs @ram_ssk @BSidesLV @defcon @CamlisOrg Barry: there's also WEIS (https://t.co/rPMHVRV7aG) [tho they seem to let anyone in these days], the venues Gabe heralds, actual peer-reviewed journals for DFIR + a full collection of cyber papers on arXiv. This is quite literally the golden age of cyber data sci.","@juliasilge I will admit to tearing up today a bit for this very reason as well. The writing is def on the wall tho.","@jasdumas :-( [when they devour, they devour]\n\nNext time, def!","@pittman_barry @gdbassett @hacks4pancakes @marcusjcarey https://t.co/SWJeTsawWF was a seminal text in the field. I'm Chief Scientist at Rapid7. @sooshie has been a pioneer in this area. Def need to up your RSS feed acquisition and Google skills. There is a ton of datasci in cyber these days.","Folks thought that macOS would degrade into iOS. Apple cleverly snuck in iPadOS today and that's the future for what Apple wants as customers &amp;amp; consumers. Unless I see a clear move in a diff direction, I've already purchased my last Mac.","Apple ecosystem users are being groomed to accept the iPad as \"the computer\" &amp;amp; the iPhone + Apple Watch (since you'll need both for quite a long time to boost Apple's bottom line) as the \"out and about\" pair. They'll gleefully trash the new \"Pro\" system like they did the old one.","(REDACTED, even)","Any decent distro wrangler, UX/UI expert, &amp;amp; hardware hacker with any spare time shld be figuring out how to pool resources from now until ≤ 5 years from now so there's a viable dev- &amp;amp; user-oriented alternative to REDACED Windows.","@shunley42 It's clear from the language during the macOS segment, the egregiously expensive &amp;amp; non-developer-focused \"Pro\" system, and the release of iPadOS that Apple intends to kill off macOS in ≤ 5 years. We macOS users are a pain to support &amp;amp; not contributing to the bottom line.","Y'all might want to read : https://t.co/xY6Ons9zvI : before continuing to invest in anything related to macOS.","Now, nobody in their right mind runs macOS default Python or Ruby but I wonder what the Homebrew community is going to do in macOS 10.16 (or a mid-way point-release of macOS 10.15).","This makes sense given how much Apple wants to harden the OS from attackers (as I noted over the weekend). This is, however, a major divergence from what has become accepted practice in BSD/*nix distros.","So, Apple is also killing off some fairly accepted standard functionality of modern BSD/*nix systems. https://t.co/d7HqYaZTtd","@hrbrmstr But it looks like it could grate some serious Parmesan.","So: WARNING to ANYONE thinking of sinking a minimum of ~$7K USD into the new Mac Pro: IMO Apple SERIOUSLY signaled the end of macOS in 3-5 years from now. Unless you NEED this new system, buy a Linux box if your apps support it. They're going to screw you over in ≤ 5 years.","@kevin_ushey @rstudio Now, can I exchange said \"Aye!\" for the special incantations to get RStudio dailies to compile successfully on macOS 10.14?","@weldon sad to report the system default Python is still \"Python 2.7.15\"","#winning #3 &amp;amp; #4 made mention of how much they 💙 tonight's (🐄-free) Maine mashed 🥔 w/PBC applewood smoked garlic, cablanca 🐐 gouda 🧀, &amp;amp; 🥥 milk yogurt + PBC roasted adwiya-rubbed spatchcocked 🐔 &amp;amp; steamed 🥦, glazed w/Greek EVOO &amp;amp; Calabria 🍊 infused white balsamic. #nom","@kevin_ushey @rstudio Aye!","Not sure if it's me missing a permissions drag or not but Alfred is not really working on macOS 10.15","Apple has a new \"Apple Account\" section of System Preferences. It's been long overdue and has been executed well.","I *really* just kinda want to bound on those rocks forever in the macOS 10.15 new desktop wallpaper.","So far, this is the lest disruptive and the most productivity-enhancing macOS alpha update in quite a long time (even with the 32-bit thing)","All $WORK workflows are processing fine in #rstats 3.6 on macOS 10.15 and @RStudio latest daily.","I shld note that I'm running macOS 10.15 live on stuff I use daily intraday. So if there are glitches I'll def find them.","Feel encouraged to ask me to try apps/terminal utils. I'm out of pocket for a bit but will def try things out fer ya.","The desktop background on macOS 10.15 is super nice https://t.co/PGjRRif73G","Books from @audible_com still work in Books (app) but \"authorize\" in Music (app) on macOS 10.15. This shld be fixed @Apple","Books (app) manages audiobooks on macOS 10.15","The new Apple TV app on macOS 10.15 is 👍","The new Podcasts app on macOS 10.15 is 👍","@dataEcologist @mattinamarie I created it b/c more often than not most of us don't let `geom_bar()` do the counting for us and it's quite a bit less typing than adding `stat = \"identity\"`","@mattinamarie @TrashBirdEcol I am (unfortunately?) the one responsible for geom_col(). Apologies for any confusion it engendered. I shdl likely improve the docs.","I can report that R 3.6 and RStudio (latest macOS daily which is so sadly behind its counterparts) are working just fine under macOS 10.15 #rstats #bleedingedge","Um, so…uh, yeah. 32-bit apps are indeed persona non grata on macOS 10.15. #kindaforgotabtthat","https://t.co/7kyDfgC58F","@audible_com @Percent_X @rstudio And, so ends another WWDC.","@audible_com @Percent_X I now expect flying squirrels in the next version of @rstudio.","@audible_com @Percent_X \"Never before have you been able to live edit code and have it render immediately in any environment, ever.\"","@audible_com @Percent_X \"We heard you liked frameworks so we made new frameworks for our new frameworks.\"","@audible_com @Percent_X Yep. This new ARKit combined with the new Mac Pro will def make macOS the deepfake platform of choice.","@audible_com @Percent_X Apple folks are generally already in their own reality so it's good they got an app to customize it.","@audible_com @Percent_X Can't blame a guy for trying https://t.co/1raBYFZAm0","@audible_com Can't wait for @Percent_X to give this new \"secure\" bluetooth mesh tracking feature a spin.","@audible_com I can see this \"Find My\" feature being absolutely necessary for those new wheeled-Mac Pros.","@audible_com If this actually works as advertised I'm really glad Apple invested in better assistive technology. That's super important.","@audible_com \"We've gutted the business model of yet-another app developer!\" #sidecar","@audible_com So, +100 for the new sync mode.\n\nI guess iBooks has audiobooks?","@audible_com Still pains me to see the focus on consumption vs creation.","@audible_com *currently showing us a torture video of the history of iTunes, giving everyone bad flashbacks*","@audible_com \"Catalina. Now both a salad dressing AND an operating system.\"","@audible_com PREDICTION: \"We're FINALLY bringing memoji to macOS!\"","@audible_com EDIT: \"The world's most disenfranchised operating system.\"","@audible_com (#3 really doesn't need to go back college in the Fall does he?)","@audible_com \"Never before have you been able to rotate any monitor to portrait mode. Ever.\"","@audible_com *this display segment needs more memoji*","@audible_com *applause was for a person from the Marketing department being able to do actual math*","@audible_com \"With the new Mac Pro, Apple has made it possible to produce the most realistic, most compelling deepfakes in the least amount of time than ever before.\"","@audible_com \"Can do this all in a single unit that is likely going to cost as much as 20 of those other units I just mentioned.\"","@audible_com \"And every individual music performance represent the hopes and dreams of the performer. And every performer represents…\"","@hrbrmstr @audible_com Largest cheer I have ever heard for optional wheels.","@audible_com \"Never before have you been able to *drive* your desktop around your house/yard. We're partnering with ride-sharing firms to make it possible to pick-up and drop-off Mac Pros right on the street.\"","@audible_com This entire new Pro Mac segment is the most informative out of the entire event. I mean, you're going to have to sell your kids to China to buy one, but it is likely worth it, really.","@audible_com \"We give you 26 cores susceptible to future Meltdown/Spectre attacks.\"","@audible_com Rly glad the producers realized the jokes were going flat and removed them from the teleprompter feed.","@audible_com \"We made a BOX! A BOX!\"","@audible_com \"We love the Mac.\"\n\n(it's never gd when you have to lead with that)","@audible_com \"No, not Limbaugh…the OTHER Rush!\"","@audible_com FYI: 76 minutes into WWDC and no real content has even mentioned macOS even once.","@audible_com Current counts of those who will be working in Amazon Warehouses immediately following the event:\n\nSTAGEHANDS: 2\nAPPLE EMPLOYEES: 1","@audible_com \"Oops.\"","@audible_com \"Never before on any device have you been able to interact with a website like this before. Ever.\"","@audible_com Yep. This is it. macOS is gone in 3-5 years. Someone please make a usable, graphically pleasing version of a desktop on *nix systems by then, pls?","@audible_com \"We now support the most compromised file system network protocol on the planet and also finally let you inject malware right from the USB port.\"","@audible_com ARGH\n\nI was hoping for memoji view.","@audible_com ✅iOS\n✅tvOS\n✅watchOS\n✅iPadOS\n\n#OSallTheThings\n\nIn other news, iPadOS is a pretty big signal they're rly going to be ditching macOS in the next 3-5 years.","@audible_com OMGOSH they have to kill two stagehands now.","@audible_com Yet-another video folks cld have stayed home for. #gooduseofattendeetime","@audible_com \"NOTE: Siri still can't schedule two timers at the same time. That's coming in iOS XV!\" *applause*","@audible_com Doh! I can see some divorce proceedings coming up using those \"suggested\" activity sequences against a spouse.\n\nAnd, #ty Apple for your investments in advanced computer-generated deepfake voices.","@audible_com \"We've made it possible for you to drive even *more* distracted than you already do. This was a major feature request for body shops and insurers who have high deductibles.\"","@audible_com \"So, now Siri will only play the wrong song from your own library if you own a HomePod.\"","@awhstin @audible_com (I'm going to grab the captions later)","@audible_com \"Despite having a microphone-enable device for 13 years we finally made it easier for you to share audio.\"","@audible_com \"The new airpods make it possible for you to never not be 'on'. And, your friends &amp;amp; coworkers know that, so if you don't respond, they'll know you secretly hate them.\"","@audible_com \"Now you know how old my daughter is. And these contextual, historical photos give you the ability to narrow down her actual birthday date pretty well. Well enough to get past most screeners.\"","@audible_com *5 minutes later*\n\n\"Let's move on to eons…\"","@audible_com \"Now you know what my kids look like and where my family frequents so it's easier to kidnap them IRL\".","@audible_com *braces for another canned, bad, \"authentic\" joke*","@audible_com \"It took us 13 years to give you the ability to rotate a movie.\"","@audible_com \"Never before have you been able to desaturate photos. Ever.\"\n\n\"We give you the ability to erase your flawed self and project an unrealistic idealized image to ensure those in your circle feel lesser than you.\"","@audible_com I am BITTERLY disappointed in myself for not having access to the watchOS beta so I could have recorded just how loud that last scream was.","@audible_com I, for one, welcome the new capabilities to make my memoji's more 'flirty'. Exactly what we should be using $1,000 hand-held, mini-supercomputers for. #cute","@audible_com O_O\n\nL…LinkSys…\n\nThe least caring abt secure router development company on the planet second only to Huawei.\n\nO_o\n\n(can't wait to find these with our scanners!)","@audible_com \"We think we've finally figured out a way to get you to buy a HomePod by using it as a home AI aggregator. Oh, and secure storage for your videos will cost you $$ despite you paying a premium for iOS devices.\"","@audible_com \"Now, law enforcement and authoritarian regimes can also get instant access to your Apps &amp;amp; app data with your face biometric after they hold you for questioning.\"","@audible_com \"We've made it possible for you to not look at the road and try to tap buttons on a janky popsockets holder to share your location…which will likely end up being the hospital after you crash.\"","@audible_com \"For locations like San Francisco, we've used our on-device A.I. to digitally remove the homeless people so you get the pristine, gilded views you deserve.\"","@audible_com \"Never before has anyone successfully produced detailed interactive navigation maps of the entire U.S.\"","@audible_com \"The new on-screen keyboard will let you enter your credentials into fake phishing sites 20% faster than you used to, thus draining your associated bank accounts that much faster.\"","@audible_com \"Safari now lets you change the text size of malicious web sites we've let you browse to w/o any context helping you avoid phishing attacks.\"","@audible_com \"Never before has there been a way to use a system with coloured text on a black background. This is groundbreaking stuff!\" https://t.co/7umNGsw3lm","@audible_com And, another video that folks cld have stayed at home to watch. I think that makes it ~3-4 so far.","@audible_com Nice! Authoritarian regimes and draconian police departments can unlock your phone with your face 30% faster!","@audible_com Oh boy. The dude running the teleprompter is likely going to end up fired and having to work at an Amazon warehouse as the guy who oils the robots.","@audible_com Current running tally \"authentic\" programmed humor events:\n\nFAILED: 2\nMODERATELY SUCCESSFUL: 1\nWILDLY SUCCESSFUL: 0","@audible_com \"Here is another non-watchOS, watchOS feature that only requires a $1,000 companion investment. But that's a small investment for your health and well being.\"\n\n(QUESTIONS: Will this new Activity Tracker track the lack of sleep being recommended in opening video #2?)","@audible_com \"So, this really isn't a feature of watchOS but you should buy one anyway just b/c.\"","@audible_com I *really* hope the scriptwriters did not try to integrate programmed \"authentic\" wry humour into *all* these performances.\n\nTho, I am glad I finally get to track my indoor and outdoor cycling.\n\nOH. WAIT. #nvrmnd","@audible_com \"In watchOS 6 we're introducing — on your required, companion, expensive iPhone — a new way to track your Activity Trends over time. This free feature only requires a $1,000 investment in said compatible hardware.\"","@audible_com \"Now, you — too — can mis-hit the wrong, tiny, tiny, tiny virtual button and buy an app you really didn't want then spend 2 days trying to get a refund.\"","So, in all seriousness, if the new Apple Watch Audiobooks app works well that'd be a nice change from the horrible mess that is the @audible_com Apple Watch app. I hope it still works with Audible DRM tho.","\"Watch the watch.\" #watchinception","Controllers: \"We realized you prbly aren't going to play games on this so we aren't going to bother even trying to make competitive controller hardware. Just bring your real gaming system controls to Grandma's with you when you are forced to visit.\"","tvOS mutli-user: Um, BSD has had multi-user support for decades. We're calling that a \"new\" feature?","#WWDC 2020 Feature Request: Fast-forward mode for home viewers.","^^ s/ or / of \n\n\"Apple TV will be on your Apple TV\"\n\nO_o\n\nProps for Cook being able to say that with a straight face.","Now continues with a video teaser trailer featuring alot or white guys that attendees could have watched at home.\n\nBet all those blogging outfits are super glad they spent some coin on the travel &amp;amp; hotels.","Six minutes in and all we have a review of what is still\nvapourware.","#wwdc thread\n\nOpens with a non-contextual animation that the attendees could have watched at home.\n\nThen is followed by a video that encourages folks to avoid self-care and head on a path to quick burnout. \n\nWhat is this, Microsoft?","@Michael_Toth I mean, Oracle does release a bajillion security and bug fixes every quarter. This is likely a contribution reason why.","Yep. Super awesome &amp;amp; accurate hype-driven \"reporting\" by @nicoleperlroth &amp;amp; @nytimes. Fake news, much?\n\nKinda sad @Marketplace chose to rely on this source for a recent show/podcast. https://t.co/ZqTXw7pB5S","@thomasp85 Kids today…","(a) Figures this is a Medium link.\n(b) Don't follow this advice\n(c) No, really. Don't follow this advice. https://t.co/ysPZvp9Xos","@The4rchangel @Medium I trust Microsoft quite a bit less than I do Amazon. Also GitHub blogs are frontended by much more intrusive tech. I think I did say \"host your own\" first on an old school provider. If not, I shld have as that's my preferred route.","@The4rchangel @Medium They own GitHub. They own all of GitHub networks. Every time my browser hits their IP space they have that data. They also run everything through edge equipment which can slurp up everything. On PCs they also get all DNS resolutions thx to their \"defender\" agents.","WEIS 2019 agenda and links do paper direct downloads https://t.co/nGTLJluyGz","*mentally prepares to be bitterly, bitterly disappointed by WWDC today*","Periodic #rstats reminder to follow and add @rweekly_org to your RSS feeds. Invaluable resource to keep up with the R universe w/no adverts even!","For #rstats or any folk who can send a simple GET request and process JSON (or CSV) output, @RumbleDiscovery's export API is abt as elegantly simple as it gets. https://t.co/r0qzG7QoHd","@ronindey Dr. boB is on the job. My handwriting is, also, certified bad enough to be a doctor, too!","Been waiting for the macOS agent!! This is pretty sweet. Small shops who can't invest in $$ IT tools shld take a look at this to get a handle of what's on your network. Home users, too. https://t.co/GbFfKj4POg","Looks like lots of infosec folks may finally be able to get official Doctor's Notes (may need to wait for an ICD code to be created for this tho). Not sure a note will change all the toxic corporate cultures out there. // https://t.co/lzgFxe7yrm","┳┻|\n┻┳|\n┳┻| psst!\n┻┳|\n┳┻|\n┻┳|\n┳┻|\n┻┳|\n┳┻|\n┻┳|\n┳┻|\n┻┳|\n┳┻| _\n┻┳| •.•) Only two more weeks\n┳┻|⊂ノ to get your ATT&amp;amp;CKcon\n┻┳| submissions in.\n┳┻| https://t.co/hkNPtotm81\n┻┳| \n┳┻|","@The4rchangel @Medium The other scary thing (re: @medium) is that I have a ton of blockers (home-controlled DNS, ublock, mega hosts file, js disabled in certain contexts) which they use seriously icky (the kind criminals use) browser fingerprinting techniques to \"remember me\". Also not cool.","@The4rchangel @Medium Not sure exchanging a corporate platform disrespect of reader for the privilege of letting Microsoft track my visits to your blog is a whole lot better, tho. Netlify is def less evil than MS. Self-hosted or S3-hosted even better.","@vd @Balgan Microsoft has been doing evil alot longer. It's cumulative.","I did not unblock the twitter account of the current moron in chief but it def became unblocked somehow. rly not happy abt this \"glitch\", @TwitterSupport #reblocked","This is @Medium not respecting readers. Don't use this platform for blogging. https://t.co/Fv8nRhSMAM","@Balgan That's definitely not Microsoft, then https://t.co/dP9ioH3rWh","GDPR Inception? : https://t.co/jdOWp6BlY5","@Balgan The internal corporate culture is still corrosive. Incentives to do the right thing are still skewed. And, the facade they've been putting on will come crashing down at some point.","@Balgan Keep on believing that, sir. Keep on consuming the kool aid. ;-p","I am, admittedly, super biased against the company that begat a billion hacks. abandoned Trustworthy Computing, tried to eviscerate open source, and was declared a greedy global monopoly.","I read this as 'Internal zombies lined up to stare at a unit w/not 1, but 2 glowing ▮ b/c…corporate overlords were taking note of who wasn't \"on board\" in this \"new &amp;amp; improved, 100% changed\" regime which did a stunt event to try to take 👀off of WWDC' // https://t.co/OBbYY565fO","For the \"did things besides stare into the blinding light of 1…n glowing ▮\" Monday #rstats crowd, you may have been fortunate enough to have missed https://t.co/oMnAiSlCqq which begat https://t.co/RNjamSCLPr &amp;amp; https://t.co/EFGBm4136v. #thereisnoescape","Yes, ML is not some magic pixie dust that makes questions stop. Ask questions and make sure you test against your use cases, not just being swooned by large numbers and fancy math terms. https://t.co/UxWUmAc6na","FWIW today's massive Google issue is a big reason y'all #rstats folk might want to consider social coding diversity vs hegemony. Esp since MS absltly doesn't care at all abt us freeloaders. At least mirror all your GH repos &amp;amp; as much automation as possible to GitLab or SourceHut.","@gdbassett Cld also freeload off of GitUgh and store all your stuff in another repo on another service but just use their free tooling for such things (a strategy I applaud since it costs them $ and you still have freedom tho they can still spy on you &amp;amp; steal your stuff)","@gdbassett npm and yarn both will do that for you (they have built-in auditing features). https://t.co/OStjWMpz9J works standalone but GitUgh bought them and it's either current or planned automatic thing if you use GH for your site contents.","&amp;gt;this&amp;lt; // Self-Host Your Static Assets – CSS Wizardry – CSS Architecture, Web Performance Optimisation, and more, by Harry Roberts https://t.co/QVKWU4MfhW","Now covered in https://t.co/EFGBm4136v with 100% more Bobby Darin songs.","Trawling Through iOS Backups For Treasure (a.k.a. How to fish for target files in iOS backups) with R https://t.co/EFGBm4136v #rstats https://t.co/2gjeTXcBZt","The other option would have been to just perform key operations (like copying sandboxed files to an accessible dir) over an SSH session (again, this is a pretty big hole Apple drilled into their sandbox).","I'll note this in the post as well (since tweets are ephemeral) but figured this might help folks who hit against this issue.\n\nNot sure how Apple's \"lock down\" rly helps if you have to give scripting engines like R &amp;amp; Python full access (which means any script has full access).","I even had \"R\" and \"RScript\" in said list of \"key binaries\" — or at least I thought I did.\n\nAfter re-spinning code &amp;amp; watching the Console(.app) for \"Sandbox\" msgs I saw that I also needed to drag:\n\n/Library/Frameworks/R.framework/Resources/bin/exec/R\" \n\ninto \"Full Disk Access\".","macOS #rstats folk: in the midst of putting together a forthcoming blog post I ran into an issue where I could access some sandboxed directories interactively in RStudio (b/c of providing Full Disk Access to key binaries) but not when knitting or spinning the same code.","Huh. Mobile app devs using user-agent + a built-in fixed auth token to access an API is still \"a thing\". Thx to yesterday's prodding I've got some sweet perma-access to a pro-grade wx API. Sad that it returns XML tho. Almost makes it not worth using.","@romunov Aye. Agreed. The emergent {gt} package is a big help and we've got lots of other enhanced data frame printers (e.g. {rhandsontable} https://t.co/AC2VpTGAiN)","@infotroph aye. i think your intuition is spot on. given the way some of the data in rest of the SQLite dbs is stored/formatted they're def directly using Apple's APIs. Rly glad I've never relied on altitude from any iPhone app :-)","@juliasilge @kjhealy @JohnDeere @dabdine Heh. I did mention I'm pretty much a 12yo at heart :-)\n\nBut, it's super hard to resist an opportunity to combine \"old guy\" + \"new power tools\" + \"infosec\" + \"data forensics\" + \"datasci\" + \"rstats\".","@romunov Honestly (from someone coming from a multi+++ programming language background) this intermingling of representation and formatting is kinda silly. R has tons of ways to do great df printing w/o resorting to this crude way of bolting it on.","Quick Hit: Handling Cocoa Core Data Timestamps in R https://t.co/RNjamSCLPr #rstats","‘Tank Man’: the full footage. Tiananmen Square, Beijing, 1989 https://t.co/Vg3IMGuQ4H","@JohnDeere Aha! @dabdine figured out the ZTIMESTAMP is an Apple CoreData timestamp (https://t.co/fa9CL2S2uU). So a quick\n\n mutate(ts = as.POSIXct(ts, origin = \"2001-01-01\"))\n\nlater and I have real times. https://t.co/8MqAWTvtPk","@JohnDeere Ah, there's a \"ZVERTICALACCURACY\" field so that likely compensates for the wonky ZALTITUDE. \n\nZTIMESTAMP is a weird value that I'm not sure how to transform (yet). https://t.co/vxVBfAr2K1","@JohnDeere Well, \"ZALTITUDE\" is bonkers (we have some high &amp;amp; low spots but they aren't that high/low if this is indeed in meters). Speed seems abt right tho #pedaltothemetal #rstats https://t.co/VbI80eBHkU","@JohnDeere BOOM! I'll know more abt some of the field names after a couple more mows but this is definitely the twisted path I took today. C'mon @JohnDeere you gotta make an \"export\" button with all this data so I can make a {mowr} R package! #rstats https://t.co/zHzVMZAJyr","W00t! @JohnDeere has a nice app data storage layout and sane SQLite table names. Gimme a sec and I'll see if I can reproduce the mowing chart w/ggplot2. https://t.co/qBGRtl3iaj","@datamanAK @Hannaford So, that means I cannot say nice things about @Hannaford b/c I can't use my own code to analyze our spending/habits/choices. I grok why they do it (the same hidden API lets you get pricing info which wld let folks compare prices between their own stores &amp;amp; competitor stores).","@datamanAK The @Hannaford folks, sadly, do this. One \"benefit\" you get if you let them scan your Hannaford ID card is access via web/app to your full grocery orders. The API is not public. I (stupidly) didn't check ToS before writing an R package to access it.","@datamanAK You're 100% allowed to use a proxy server when using iOS and apps on iOS. If they were calling out to their servers/API for app functions &amp;amp; restrict your use of said API this in their ToS then that'd be a violation.","What, you all don't hook up your mobile devices to local intercept proxies when you install a new app to see what stupid or evil app devs are doing to you these days?","If it is indeed all local, an \"Export\" to JSON/XML would be a super nice feature to add for us folks who know how to work with data.","In a fairly impressive move, @JohnDeere's \"Mower Plus\" iOS app seems to only phone home for initial setup (for mower type) &amp;amp; then for wx conditions/forecast.\n\nThat likely means mowing history is stored in an on-device sqlite db (which I'll know once the backup is finished).","@Andrew___Morris …M…Mill…Miller Lite?!?!\n\n*hovers finger over unfollow button*","@GossiTheDog https://t.co/CWBqqf8Gvs\n\n^^ covers whatever I wld say. Content lock in. They try to track me. I get interstitials to try to force me to sign up. They pretty much disrespect readers &amp;amp; rly don't care abt their content providers.","That's also the last mowing gif I'm prbly ever going to share (unless I generate my own from their unpublished API :-)","@Lowes @HomeDepot First mow with the new @JohnDeere E140 is done and I even tracked it with the JD app (they rly need to publish an API for it). Portions of the yard were wicked high (b/c @homedepot sucks) so required &amp;gt;1 pass in some spots.\n\nGreat first impression overall, tho. https://t.co/m0BFbNEFxu","Every infosec blogger + every datasci blogger: Please do this. https://t.co/bPgojrrYaT","@thomasp85 @gdbassett @tylermorganwall @arvindsatya1 @mjskay @ClausWilke @hadleywickham (order is kinda important)","@thomasp85 @gdbassett @tylermorganwall @arvindsatya1 @mjskay @ClausWilke @hadleywickham Um… https://t.co/CfKg1PRC1s","@rlerne @Lowes @HomeDepot 48\" E140\n\nNothing to \"unbox\" tho. Came assembled. Started mowing once off the ramp. \n\nEven used their iOS app (which I now need to reverse engineer the API for :-) https://t.co/7iZ027gX4M","Picking up our new riding mower from @Lowes (vs @HomeDepot since they massively screwed up an easy order &amp;amp; lost $$ biz) in a bit. Since I've never (ever) bought one of these before (always \"came w/🏠\") y'all may see some pix threaded here (since I'm still basically a 12yo).","@blacktip aye. auto-generated via R Markdown.","Materials for workshop on interface for R and C/C++/compiled code https://t.co/ch5fI6T2Y7 #rstats","@usrbinpikachu @tylermorganwall We use @GreyNoiseIO to filter out known benign resources for our analytics/models. Granted that doesn't catch all \"researchers\". These are mostly attack-related with a smattering of misconfigurations &amp;amp; some uncaught \"benign\" stragglers.","Follow up: at least one person read the post :-) and requested rendered versions so I setup a weekly process to render all translations The Art of the Command Line to standalone HTML. Available at https://t.co/O6cCOxMtKe","Excited for my first post on the AWS Big Data Blog, a library we’re open sourcing to make querying AWS service logs easily queryable with Athena. (He tweets from Athens...) \n\nhttps://t.co/AgFycWbsAp","There has been some good and positive legislation in Maine again, recently. \n\nLD946 to prevent ISPs from selling your personal data in Maine, starting July 1st, 2020.\n\nhttps://t.co/DT1Fb8KnjY","We did #3's bday the other day b/c of schedules but the actual date might be tdy so he got sockeye salmon poached in @SteMichelle Pino Grigio, superb EVOO, shallots, garlic, fresh dill, fresh thyme &amp;amp; fresh parsley + steamed fresh English peas &amp;amp; jasmine rice (&amp;amp; dark 🍫 brownie 🎂)","@Andrew___Morris you look so responsible in the head shot in that presentation. if folks only knew…","@gdbassett another view. previous month to that last one. Cloud-to-cloud overall traffic. It's crazytown out there. https://t.co/tkgVCOO1bd","@gdbassett Here's a month's worth of *from* view. https://t.co/B3oUXsr1M0","@gdbassett oh, these are *to*, not from","@ErrataRob So, the use case is for orgs that have no idea what they are doing. Gotcha.","So, @HomeDepot has seriously helpful ☎️ support folks who tried their best but it seems Home Depot itself is just too incompetent to deliver a lawn tractor by the agreed upon date + 5 days so they just lost a few thousand 💵 of business &amp;amp; I'd urge folks not to shop there anymore.","@Andrew___Morris def send said link","@gdbassett https://t.co/lWEsWQHTgw","And, they come for your servers from all over the place. https://t.co/c1B9Y75vSt","@tylermorganwall @danielkennedy74 cheap. (it kinda appears they don't kind care what they host but that's just my obs). good locations for bad actors. fast pipes.","And, these aren't random connections. These ports should look familiar. https://t.co/WCHUqg8qqY","And, it doesn't get better after that… https://t.co/BTqfdaqo84","@thevowel \"Rapid7 Project Heisenberg\"\n\nWe recently rotated the shield frequencies on 188 of the 250 honeypots so we took the opportunity to do some extra maths :-)","A kind of central takeaway here is that you really need to ensure you stand up hardened cloud images with firewall enabled and only exposing what you really want to. You don't have much time before bad ppl look for things to do bad things to.","@tylermorganwall oh yeah. these are all unadvertised services. so they're getting hit w/either misconfigurations, researchers or — more likely — attackers.","@danielkennedy74 well DO is a known cesspool :-)","Everything is fine. https://t.co/UGMOWsYrhM","Making a Command Line HTML Rendering Script for “The Art of the Command Line” (in R) https://t.co/tHXFOBA1yL #rstats https://t.co/f6jZq2DtPS","Some good news for a change // New Hampshire Abolishes Death Penalty As Lawmakers Override Governor's Veto https://t.co/qYS2S5lU50","Everyone talks about how lame honeypots are until the wormable vulnerabilities come along","Don't think better defaults, more awareness &amp;amp; better UX can improve security? Think again. (This S3 🗑 chart made me 😊).\n\nSeriously 👍💥 follow-up report on \"Too Much Information\" by the @digitalshadows research team. // Too Much Information: The Sequel https://t.co/pmzJCbmmBp https://t.co/OZZEXmkufd","Well, at least the thugs aren't calling themselves \"researchers\"; Also: I'm bitterly disappointed they did not use \"WazuhUP w/all these hotel breaches?!\" in the post. // Report: Security Platform Leaking Hotel Security Logs, Including Marriott Properties https://t.co/rx0TQLIgpU","👍post on web site security headers by @rapid7's own @rlerne // Security-Focused HTTP Headers to Protect Against Vulnerabilities https://t.co/uLaefsMHMx","What's the over/under on how long it'll take @microsoftsecurity to abandon yet-another \"trustworthy computing\" initiative? #baitandswitch // Microsoft hints at new modern Windows OS with ‘invisible’ background updates https://t.co/EGYSXOnZle","Public DNS in Taiwan the latest victim of BGP hijack | APNIC Blog https://t.co/s8ffNrjWj2","@mckeay @gdbassett @thorsheim @troyhunt @ProjectHoneynet @HPI_DE @Andrew___Morris You (\"bragged\"?) about terabit per second scale blah blah blah. Not necessary. But, whatever.","@mckeay @gdbassett @thorsheim @troyhunt @ProjectHoneynet @HPI_DE @Andrew___Morris Oh! Right! I forgot this was cybersecurity and not a real discipline where sampling is realized as an effective means of understanding complex systems and processes. I’ll just continue on in my apparent ignorance.","@mckeay @gdbassett @thorsheim @troyhunt @ProjectHoneynet @HPI_DE @Andrew___Morris Having Sonar + multi-gigabyte-scale, multi qtype + brute + prefix active DNS resolutions helps with dynamic src associations as well.","@mckeay @gdbassett @thorsheim @troyhunt @ProjectHoneynet @HPI_DE @Andrew___Morris \"too many resources\"? O_o\n\n(this is a *very* small field excerpt from the larger, non-public data across 250 global multi-proto honeypot nodes)\n\nWe have a few projects using it but hasn't been a priority since there is still rampant cred re-use + daily new kit w/default creds. https://t.co/kBxqrv7fOq","So, it's 2019. What are the cool kids who want XPath 2.x support in C/C++ land using? #askingforafriend","I spent the weekend working on improving #Nmap 's rdp-enum-encryption script so that it handles Windows XP better. This isn't a scanner for #BlueKeep CVE-2019-0708 but might help locate vulnerable systems. \n\nPR here:\nhttps://t.co/H3Cu237CSX","@beeonaposy Having said that, this separation of dataeng &amp;amp; datasci disciplines seems to have bred an aversion to \"getting one's hands dirty\" w/r/t data cleaning/shaping by datasci folks, esp from some haughty institutions. That's unhealthy, unhelpful &amp;amp; makes them un-hire-able.","@beeonaposy We def hire for both types of positions. We expect data dataeng to be able to adapt to and improve our operationalization of data in/out &amp;amp; model APIs. We expect datasci to know how to clean/eda/model/vis data &amp;amp; learn abt our dataeng methods to be more efficient.","Interested in techniques malware is actively using to evade defenses in your network? Join @likethecoins, @PhilHagen, @ForensicITGuy, and myself for today's webinar where we'll dive into these TTPs. | https://t.co/RrzUBptlBl | @redcanaryco @CarbonBlack_Inc @MITREattack https://t.co/V32Wf0XVE9","@Enchufa2 FWIW Feedly imports it fine (and Feedly borks badly on tibble prints right at the &amp;lt;type&amp;gt; line).","@Enchufa2 none of these shld be fatal errors unless the processing code is super fragile https://t.co/1vZOsKO3Nm","— All ✨NEW✨\n— No icky PDF 📑! (Uses our all new online report format!)\n— Featuring 💯% more @MITREattack Framework-based metrics (by industry, even)! https://t.co/jrtelNbI2z https://t.co/Xng4sn813K","rly want to make an `annotate_greco_roman()` for ggplot2 now. https://t.co/3jdoHlGkyJ","preach, @spiceywasabi! https://t.co/bRPufdzXQG","@ErrataRob cld not help but hear the Monty Python SPAM song whilst reading that that (scan, scan, scan, scan. scannity-scan! scannity-scan!)","@jburnmurdoch 👍🏼 work! (as always)","Great plot of UK EU election, showing better results for remain than pro hard brexit, also that Farage party renaming is not the biggest change. Made in #rstats #ggplot2 https://t.co/JRxcvl5CkD","+💯 @erratarob gets everything right (except for, ahem, my twitter handle) abt why the recent @nytimes LOLpiece by @nicoleperlroth (&amp;amp; co. ) did a serious misservice to both cyber journalism &amp;amp; defenders. // A lesson in journalism vs. cybersecurity https://t.co/w9n25xyfan","Careless, hype-driven @nytimes \"reporting\" is encouraging even more stupid that the \"reporters\" directly transferred with their fairy tale. If it weren't so sad &amp;amp; wasteful it'd be impressive. https://t.co/0MLTZxiqLE","Been meaning to dig into GAMs. This course, https://t.co/FaHOz1d5U3, by @noamross, @ucfagls, @millerdl, and @ericJpedersen, might just push me over the edge to actually doing it! Thanks all! Open source education materials FTW!","#rstats {iptools} (in-dev on sourcehut/gitlab/github) has some nascent extended support for a few IPv6 ops. File issues for additional IPv6 functionality you want added and those will be prioritized. https://t.co/WZ4srMaiBN","@nickromyn Firefox sends telemetry alot as well and also surprises folks with \"experiments\" without their permission. Plus they will likely opt you in by default to a tracking DoT/DoH server in the very near future. They aren't as altruistic as they might project.","So, @noamross, this is how you suit up for work everyday, right? #hotzone https://t.co/y1TECoTM94","@Balgan @GossiTheDog @zerosum0x0 @TomSellers i'm not super surprised. if _i_ had a working _exploit_ i sure wldn't burn it on the random internet. this'll be a great way to explicitly target orgs with already mapped IP space and/or move internally.","@GossiTheDog @zerosum0x0 Same since the PoCs have been out &amp;amp; @TomSellers's excellent detection code was deployed to our global Heisenberg network.","And @nytimes continues spreading their shoddy reporting // American towns under cyberattack from an NSA-built software https://t.co/YdSJvx6Vjy","#accurate https://t.co/KxHEJ9nu17","@Andrew___Morris @bad_packets @Balgan Seeing that src and also a recent spike in unique src but total levels not nearly as bad as earlier the year. https://t.co/QIMF9l08Qe","Hey #rstats peeps. This is pretty epic for getting normalized data from *nix commands into tidy format // sustrik/uxy https://t.co/rhfZWTHdUs","@Andrew___Morris @campuscodi Figured you might like to show off your own data :-)","@Andrew___Morris @campuscodi https://t.co/vIjomKDY3p","Always a pleasure talking to @campuscodi at ZDNet\n\nhttps://t.co/a0AYip4QcO","#doh #dot #rstats Two New Ways to Make DNS over HTTPS Queries in R https://t.co/TmX0ayheSw","@MKJCKTZN if you need to use VPN to RDP then your org is Doing It Right™ and you should be safe.","@kevin_ushey @GaryTRitchie cool (but, y'know, not cool b/c y'all are feeling pain). sending good thoughts your team's way. glad i didn't find an automation bug, too :-)","@kevin_ushey @GaryTRitchie yep. the entire screen capture seems to have not been kept by twitter O_o\n\nsigh\n\nthe date on the latest RStudio dailies is 2019-05-06. Just making sure that's accurate vs some issue with the dailies automation.","As noted in my own tweet on this, very shoddy \"journalism\" by @nicoleperlroth &amp;amp; crew, solely intended to get clicks vs accurately inform. https://t.co/s4qkkQtKD6","specifically looking for interactivity (it’s for a talk on vis + EDA with big data)","Shame on the @nytimes for doing this : https://t.co/wZZJDYhdlC : It's clickbait. It's old news. It's #lazyjournalism just trying to get eyeballs by creating a hype-ridden article.\n\n *hovers finger over IRL un-subscribe*\n\nYou can and shld do better than this. #idiots","Millions of exposed RDP on the Internet https://t.co/Y6yQkLelqK","*#4 stops playing some online game w/friends*\n*#4 sees notification from school on his watch*\n*#4 checks grades for Freshman year*\n*#4 notes he got a 4.0*\n*#4 casually goes back to shooting random digital entities*\n#produdad","Early anniversary present from @mrshrbrmstr (I’m kind of a sap for anything Dickens’ Village but this is pretty darned epic) https://t.co/wVUepikr4U","If you do happen to be playing with #rstats this weekend I posted a short experiment with a generic DNS over HTTPS (DoH) client that'll be making its way into a larger pkg soon-ish. https://t.co/BFYRgrupuO","Note that if you haven't done this w/in 30 days you can eliminate the trailing `&amp;amp;&amp;amp; brew cleanup` since homebrew does that automagically for you (or should as that's the new default behavior)","Given that you shd be able to set your macOS boxen aside for at least a teensy bit this ++wknd (🇺🇸 folk, obvsly), perhaps let it do a:\n\n $ brew update &amp;amp;&amp;amp; brew upgrade &amp;amp;&amp;amp; brew cleanup\n\nwhile flipping 🍔🥩🦐?\n\nMore than a few libs/utils you likely use have ‼️ security updates.","@kevin_ushey @GaryTRitchie Is this accurate for latest dailies build? (just asking in case there is an issue with the build=&amp;gt;publish system)","Happy and pleased to report #rstats #d3js parallel coordinates htmlwidget parcoords is now on CRAN. https://t.co/e9eFGbQDjS. As always thanks CRAN volunteers and all open source contributors.","Note that we only have RDP *interacting* on 3389 so if earlier in the month/year inventory scans tried to find RDP speaking endpoints they won't generally be daft enough to try full interactions where there are none.","Pseudo-daily opportunistic RDP activity update (expanded port range given that @binaryedgeio is seeing) https://t.co/tYqXFjK1gc","Looks like the U.S. military plans to get into the fake news amplification business https://t.co/PnQPWPfHkM","Use'm daily for everything from tab-fill-in-able \"not in\" — i.e.. !(x %in% y) — to full-on fill-in-able boilerplate code to get to stuff in Athena to common regexes.\n\nI also have the folder in Dropbox and symlink ~/.R/snippets to it on all systems https://t.co/447PjBs040","@TomSellers If it were a real language 😛 that's built in functionality of various slide formats in R Markdown. \n\nhttps://t.co/HDFc38J5yw gives you static python. Dunno if https://t.co/neb6UbD9uh still works (and it'll prbly break next major python version b/c \"python\")","Quite a bit of testing and verification went into this. You can see the history in the PR: \n\nhttps://t.co/W1ntZ5JMzi","Why is it that the web devs who make the horrible interfaces for bulk compliance training videos use the same malicious coding techniques that attackers do which forces me to use insecure browsers and insecure browser configs to complete them?","@ra6bit Wait, seriously?","@thevowel https://t.co/APEf2ItL2A","@visualisingdata That…that's…that's a bigger line than is at some Disney attraction rides. O_O","@s_crawford @allanfriedman @binaryedgeio @WeldPond It's much easier now, too. VERIS + ATT&amp;amp;CK provide sufficient taxonomies at the right levels. Big problem is \"will\" and liability. Will be much harder to make something akin to ASRS for cyber b/c \"laywers\" &amp;amp; malicious/clueless Congresscritters.","@s_crawford @allanfriedman @binaryedgeio I will be keeping an eye on this whole thing tho.","@s_crawford @allanfriedman @binaryedgeio I worry Moody's (et al) might do \"easy pickings\" and just data mine, say, HHS db to punish (or reward) health care orgs b/c of \"easy pickings\". So Federal-level mandated breach reporting w/a clearinghouse DB wld be super helpful to avoid bias.","@s_crawford @allanfriedman @binaryedgeio Outside of the reliance on iffy tech/risk ratings orgs, there's the issue of no standard source for breached org info. No NTSB/WHO-like central reporting or mandates.","@s_crawford @allanfriedman @binaryedgeio And, honestly, it's pretty simple to game half the variables in each orgs ratings equations if you even have modest in-house talent.\n\nThere's also a lack of transparency in the relied-upon orgs for how they create and maintain entity maps.","@s_crawford @allanfriedman @binaryedgeio I (honestly) fear folks like Moody's will believe info from just one ratings org and that will cause all sorts of mis-reads and mis-ratings. All the cyber risk ratings orgs suck in some (often unique) big way.","@s_crawford @allanfriedman @binaryedgeio What will be near-term crucial IMO is more than just Moody's doing this so one can create a cross-agency ratings matrix similar to what's done now for other types of stated up/down/same given reasons.","@s_crawford @allanfriedman @binaryedgeio …ratings agency. We've got https://t.co/GDwTRLuZ06 and the potential for a U.S. Federal standard that orgs wld have to meet. \n\nhttps://t.co/mPbYKvtn2i from DHS CYRIE does a gd job outlining capability and gaps (general, not specific to a given ratings org).","@s_crawford @allanfriedman I'm glad there is some diversity in the ratings space (SS, Bitsight, FICO, Cyence, RiskRecon). I like what @binaryedgeio is doing as an alternative to the old-school mentality in other orgs. I do have an issue with an org like Moody's possibly relying on one…","@PeeltothePithy There are a cpl others besides 9.9.9.9 that are likely OK as well (NOTE: 1.1.1.1 and 8.8.8.8 are not in that list; I'm 100% convinced of evil intent by them). Big problems is that org infosec tooling has not kept up and DoH/DoT will be adopted by attackers just as they have LE.","@PeeltothePithy I think 9.9.9.9 is useful in that I have more trust in the cabal behind it than I do for those behind the others. I'm all for home use of DoH/DoT. I'd like orgs to support in-org DoH/DoT. I'm vehemently anti-in-browser-DNS-hijacking like Firefox does &amp;amp; Chrome is abt to do.","If only this came out a year-ish ago and sr execs of a certain org were woke enough to be looking at anything besides slide decks for more series funding rounds. // Defective apologies https://t.co/4rdf0SmtlM https://t.co/ONELiBKHik","@joshua_ulrich @Enchufa2 @thomasp85 @dmi3k Hrm. On a work system I cld see that posing an interesting challenge for check-on-write anti-virus systems. I'll have to try it in a VM (when I feel like incurring some pain and running Windows again)","@joshua_ulrich @Enchufa2 @thomasp85 @dmi3k {BH} causes pain on Windows? (intuition says that it might be due to it forcing a requirement on rtools being installed)","Granted, svcs like 1.1.1.1, 9.9.9.9, 8.8.8.8 (etc) all front a ginormous # of 💻 that do the actual work (not 100% fair comparison)\n\nOnce a major OS vendor supports this config directly or Chrome pulls a Firefox and sticks it in-browser, this'll be \"fun\" for org infosec teams.","Final (in theory) blather tdy re:DNS over TLS. We're seeing more AS diversity (somewhat correlates w/more orgs standing up DoT) &amp;amp; overall modest monthly increases in unique IPv4s supporting DoT (853) queries. @cleanbrowsing is the 800lb gorilla in this space (thousands of nodes) https://t.co/D8mRpS88pr","@Enchufa2 @joshua_ulrich @thomasp85 @dmi3k It is kinda the point. There isn't compilation time on the most used R platform (Windows). And it's painless on macOS. That's def a factor.","@joshua_ulrich @Enchufa2 @thomasp85 @dmi3k Mostly same. Parallel pkg installs and makevars parallel compilation config also make it fairly painless these days (and having CRAN right next to me on 10GbE :-)\n\nPlus lots of pre-built Docker imgs and AMIs with everything pre-installed.","@Enchufa2 @joshua_ulrich @thomasp85 @dmi3k so, you're a linux user? :-)\n\n{stringi} isn't nearly as heavyweight a dep on Windows or macOS. \n\nYou also get it by default with {stringr} which has this extensive list of reverse deps.\n\nEach day R becomes more like node.js (I rly shld make a {leftpad}) https://t.co/szWsWypolA","Can't wait to see all the breach reports later this year/next year due to attacks from savvy attackers using boring, legacy, tried-and-true exploits and techniques while all org defenders ha[d|ve] their eyes on the RDP prize.","Some neat #rstats fu here (it's also on CRAN) // Automatic S3 Method Generation from R6 https://t.co/Fic0bgpmNS","236 tornado reports...THIS WEEK...across the U.S. Mets in the Plains...sending allllllll the positive vibes your way. Hang in there! https://t.co/q3idvzP1fG","Finally seeing a modest uptick in general RDP poking but very low volume w/r/t tests for vulnerable to (sigh) BlueKeep systems by non-benign sources. https://t.co/gCyxMhs63U","Great 👍 data-driven story abt attacker use of valid certificates in malware campaigns by @FYRashid https://t.co/yfajBmExJZ\n\n(@visualisingdata this is another/recent example why digital signing of media is far from a panacea to protect from fakery. \"Certs Gone Wild\" is the norm.)","Continuing the \"secure DNS\" train (shld have threaded) @Quad9DNS has promised to \"never host web content on the same IP as a [DNS over HTTPS] DoH endpoint.\" That's super important &amp;amp; a good reason to choose Quad9 over others.","@GossiTheDog @dangoodin001 (the vast majority of folks who even comes across a headline only read the headline)","Speaking of DNS over TLS, looks like there's a new service to \"compete\" with Cisco and Oracle: nextdns (https://t.co/mL2F2o6G1e).\n\nOpenDNS sold out (Cisco now owns your queries). Dyn sold out (Oracle now owns your queries).\n\nI wonder what the sell out plan is for this one?","@GossiTheDog @dangoodin001 But, isn't it more important to use hastily crafted clickbait to mislead the general public and collect ad revenues?","Don't believe me? Read up on \"secure\" DNS over at the DNS Privacy Project : https://t.co/mVGJu2n60K\n\nAnd, remember, don't fall for @namecheap's skeezy marketing attempt at tricking you into using their public DNS for their profit.","DNS over TLS uses port 853 and is *not* just \"plain ol DNS\". Android and some Linux distros can be configured to use it but Windows and macOS still cannot use it out-of-the-box. @namecheap doesn't even show proper safe instructions for Android/Linux.","They *do* support DNS over TLS (DoT) (they have a DoT server listening on 853) but it seems they don't really understand what it is or how to really help you use it. It seems they just want to collect your DNS records for their own use.","🚨 Checked the throwaway mbox this AM. \n\nNOBODY shld use @Namecheap's new \"Secure\" DNS. They brag abt using DNS over TLS in the first img but that's not what you'll get by following *any* of the steps in img 2. ISPs, cafe hackers &amp;amp; nation states will still see your DNS lookups. https://t.co/4z2VrSL32z","@dangoodin001 I realize media is all abt getting 👀 but the recent headline is misleading. MS made a patch *available*. \"Patched\" misleads normal folks &amp;amp; regular media into thinking the RDP vuln is over. It most certainly is not. I also realize my opinion likely doesn't matter.","@Smerity Digital signing of software is virtually useless. Orgs lose control over their certs all the time (as do CAs). Nation states have god-certs trusted everywhere. You can't ensure whitelisting b/c of a cert will do no harm. Certs are not the answer. Nobody will use them well.","*Sees @holisticinfosec create something interesting*\n*Notices that its something he found that you haven't made overtly public yet*\n*Realizes why he is _The_ Toolsmith*","So, seriously, if you want to be a REAL hero, wait for safe detectors for this new weakness and help IT Ops make a non-business process impacting plan to disable RDP externally and migrate to NLA RDP internally.","Because by running random code from the internet in production without testing and verification — especially one that's aligned with a serious, new vulnerability — is a great way to self-select yourself into a new job at another firm, likely flipping burgers.","I mean, doing so is *really* helping out your CISO. They're super busy. Have lots on their plate and can't always stay on top of what needs attention to improve the org's security posture. Be the hero they need you to be.","If you're looking to improve the security posture at your organization you should head over to GitHub and proactively run a few of the new RDP vuln scanners to show your drive, initiative, and skill level.","@ra6bit nope. a tiny minority influences modern culture (read: media/hollywood/educators) and all three of those are the ones that pre-programmed those three generations to cause the serious cultural and technological failures that are the present.","@_odddie_ Ugh. All the agencies seem to rate individual providers (of sufficient size), to (e.g. https://t.co/WCmTvQbaoY) &amp;amp; Moody's def jumps in (https://t.co/7uzreuARJF). But I don't think small incidents will necessarily force a bad rating. EFX shld be shut down for how bad they were.","Quick demo video that shows how to add a storage workspace in @ApacheDrill. \n\nhttps://t.co/Mkf3MPv9fl","@allanfriedman https://t.co/uP2I92S9E9 (just req write access if you ever want to update it)","There’s been a crowdsourced exploit development process with a sprinkle of reused nation state hacking ideas and basically the barrier to entry to exploit this is crumbling. \n\nKeep calm and patch on - maybe a bit faster.","SMB 3: multichannel, RDMA, Scale-out File Server, encryption, pre-authentication integrity, AES-NI acceleration, persistent handles, continuous availability\n\nSMB 2: compound requests, secure negotiate, large MTU, durable handles, metadata cache\n\nSMB 1: copies files to North Korea","ME: Please, I beg you, just tell me the ingredients.\n\nRECIPE SITE: Sure!\n\nME: Thank you.\n\nRECIPE SITE: After I explain WHY I love these ingredients—\n\nME: *Whispers* No.\n\nRECIPE SITE: —It was a crisp, fall evening, and I, a wide-eyed college student, was studying in Rome.","@allanfriedman Aye. I prbly shldn't be commenting on this particular event for $REASONS as well. I'm started a \"ratings downgrade\" log and know where to find you 😎 (lemme see if I can just put it in a gsheet to just keep it shared out)","@Balgan @campuscodi Aye, but some of the spikes are well-before public knowledge. So criminals or spooks got wind before we did (and that's not cool IMO).","@allanfriedman Also: if EFX sr mgmt continue to receive stupid big paychecks and bonuses despite a ratings downgrade, nothing will happen to improve cyber internally (no personal mgr incentive to do so)","#rstats folks might have seen the fairly new {rIP} package featured in JOSS today. This AM I PR'd env-var-backed discrete API functions for the 3 services they use for their 👍 process so you can call them independently. https://t.co/5cMaZWMf62 has it in dev mode.","@allanfriedman I'm not as optimistic abt Moody's cyber ratings + this feels super stunt-ish to me in prep for their new cyber ratings (tho I'm always 🥰 to see EFX get gut-punched). \n\nI'm also super cynical &amp;amp; am pretty sure orgs regularly bribe analysts for better ratings/quadrant positions.","No! Ping *me*!\n\n:-) https://t.co/lCHeRxPvJO","@campuscodi um. no. the answer isn't \"simple\". your \"simple\" assertion doesn't explain the traffic pattern(s). I kinda analyze these types of things at-scale. This is not a normal pre-CVE or pre-PoC set of traffic pattern(s).","For those of you keeping an eye out for #BlueKeep RDP traffic note that @zerosum0x0 's MSF module *currently* uses a fixed client_name of 'x1810` &amp;amp; user `user0`. Those of us watching can see that even if it doesn't show up in an IDS alert.\n\n#CVE-2019-0708\n\nhttps://t.co/W1ntZ5JMzi","@jcukier @visualisingdata I have ~20 years of the same deception-oriented cyber-attacks working on the same + new populations to refute that last assertion.\n\nI also kinda don't want to live in a 🌎 where everyone assumes *everything* is fake by default which is where this careless research is taking us.","(hastily crafted charts which forgot to include the \"Source: Rapid7 Project Heisenberg &amp;amp; GreyNoise Intelligence\" attribution)","A weird thing abt this 3389/RDP situation that is bugging me is this: tons of elevated activity (including unique src) *before* the 14th and, now, back to background radiation levels with the usual src suspects. https://t.co/jYiOoaqCV9","For additional info about the {ropsec} package and security for R in more general check out the resource page for the last @rOpenSci community call: https://t.co/0c9y5QaNa6 https://t.co/hVt5WD5cog","@pwnjeetdo @joshcorman aye. which was part of what confused me. I haven't stalked EFX as much since new leadership and investigations dying down. Need to get back on that.\n\nI also think this was Moody's showboating. They're starting their cyber ratings service. This was an easy mark to showcase.","@pwnjeetdo @joshcorman (on re-read) I might be interpreting https://t.co/yRhbIflHiR. Looks like Hurd might be the lying liar (despite him also holding Equifax accountable)","As noted by @TomSellers not seeing a ton of volume for (sigh) BlueKeep (thx for that @GossiTheDog) in Heisenberg yet. https://t.co/aEI4XNkiZv","@joshcorman Thx for flagging that. I didn't see that (am behind in the AM news sweep) but that puts their CEOs lies (breach as the fault of lack of info sharing) on TV today into context.","Thanks to that resource I learned about @ctwrva (https://t.co/Kvop5p9DuY) &amp;amp; @evictionlab (https://t.co/wmqlbu79tc) who has data you can work with https://t.co/AgsnVeg91R","Got my first \"behind the scenes\" Prep Notes from @onthemedia for their new series on evictions. A perk that is, indeed, far, far better than a tote bag. If more shows provided this level of \"access\" for contributions they'd likely get more dedicated sustaining members.","@visualisingdata Besides the malfeasance use, advertisers are desperate for this. They want to put \"you\" in images/animations/videos as you walk by shops (where you can't control video capture) or surf (at some point sites are going to be tricking people into always having their cameras on).","This is blatant (nigh, criminal?) misdirection by the CEO. Read the House report https://t.co/7XSfOaoBho which up-front states \"Such a breach was entirely preventable.\" (and it had nothing to do with information sharing gaps) https://t.co/yRhbIflHiR","This is the most sensible advice I have heard in a while. https://t.co/4xTByupHKf","On point, as always. https://t.co/AbOYwmi1hz","ME legislature has killed two anti-muni broadband bills this year. There is such strong support for a muni broadband option, that the sponsors of the bills ASK the committee to kill the bills. Go Maine! @MEBroadband @connectmaine @islandinstitute @gwimaine @connctwithaxiom","Paired with a local PBC smoked cowboy steak #nom https://t.co/0OIZkFC0bI","Forgot “2-mile away farm bacon wrapped”","Goat cheese and goat cheddar with Calabria tangerine infused white balsamic PBC applewood smoked jalapeño stuffed peppers #nom https://t.co/u8EbMK845x","@ErrataRob Every day.\nEvery single day.\nI continue to be amazed anything at all works on the \"modern\" internet.","@jburnmurdoch Dude. I…I think you're in an IRL Black Mirror episode.","After finally getting the equivalent of `gather()` working in Athena (Presto) SQL [TLDR: an unholy alliance of `CROSS JOIN UNNEST ( … )`] I kinda rly want to figure out a way to get that into a nice {dplyr} chain for my custom Athena {dbplyr} backend.","@WireMonkey Impending breaking news story: \"Members of the notorious 'Pipe Nation' gang have been spotted throughout the city R-strapped &amp;amp; accosting unkempt data repositories, insisting on tidying them up. Excel users should take special care when sharing their data around these Magrittrs.\"","Even today, \"R Twitter\" google searches still return {twitteR} higher than @kearneymw's most excellent &amp;amp; far supeRioR {rtweet}.\n\nMore #rstats folks need to !blog! with modern pkg examples to help fend off the cRuft!","100% agree. Use {curl}. Teach ur students/pals to use {curl}.\n\nUnfortunately there's tons of old StackOverflow (+ skeezy SO mirrors) answers, old R-bloggers blogs &amp;amp; mailing list entries that often get higher search results (not to mention poorly-aged books). https://t.co/HNDTbORSfQ","One of the local pizza places included a \"Help Wanted\" solicitation in both their email and in-print menu fliers. O_o\n\nBoth NH and ME are at near \"full\" employment, so this isn't surprising, but this is the first time I've ever seen a job ad delivered this way.","RDP Vuln CVE-2019-0708 aka #BlueKeep Detection \n\nWhat do we have?\n\nSigma Rules\nhttps://t.co/NsiT3Uc6gN\nhttps://t.co/4E2kuZiTbD\nby @markus_neis \n\nSuricata Rule\nhttps://t.co/RFw7HP64hy\nby @edeca \n\nScanner\nhttps://t.co/FZyyldwS5z\nby @JaGoTu &amp;amp; @zerosum0x0","Hey tweeps - anyone know this chap? https://t.co/W4r9zdLsIm","In many of ways, Ubuntu 14.0x was one of the worst things to happen to the internet. Millions of hosts are \"stuck in time\" on that release (which causes stuck-in-time vulnerable instances of apache/nginx/ssh/etc).","@abresler @BaldingsWorld Have you heard/read the backstory on the Run DMC / Aerosmith thing? It's a blast.\n\n \"You know that’s Aerosmith, right?\"\n And they’re like \"Who?\"\n\nhttps://t.co/7UTjYHWycT","@bearloga I have added it to the TODO. Will ping back (hopefully) soon.","This is an excellent paper &amp;amp; a set of super cool #rstats pkgs. https://t.co/YkWJeQ6i0O","Great dystopian proto-service by @23andMe, here. Can't wait for them to take investment capital from authoritarian regimes to help better target ethnic groups for segregation &amp;amp; cleansing under the guise of \"heritage experience tourism\". This should be @blackmirror episode. https://t.co/OROVsZtrlr","This super-talented cybersecurity professional cares about org and user security. Even if you're not in \"the industry\" you'll def learn how to \"do better security\" for yourself &amp;amp; your internet-facing apps if you sub &amp;amp; read + learn how to think like an attacker so you can defend. https://t.co/bMn1bnOXEp","My personal identity was hacked last week. The attacker was able to steal $100k+ in a sweep of my Coinbase account. I'm equal parts embarrassed, hurt, and deeply remorseful.\n\nIn an effort to raise awareness about the attack, I wrote about it here: https://t.co/ZnbB0AN6Gd","Assuming OpenConf issues seq id #'s there are only 5 subs for @MITREattack ATT&amp;amp;CKcon 2.0 so far as of 2m ago (I might be #5). #cfphungergames #maytheoddsbeeverinmyfavor \n\nATT&amp;amp;CK is the 👍 thing to come along in infosec since VERIS. If you're working w/ATT&amp;amp;CK share your learnings!","Hrm. *cough* I suddenly *cough* “don’t feel too well”. I might have to get ⁦@dabdine⁩ to cover for me at work today. #toomanytoys https://t.co/7osUV0iwA7","iOS users — https://t.co/bOpYNmuTN3 — should be sufficient motivation to ensure you install Apple's iOS updates regularly (latest iOS update neutralizes this clever fingerprinting technique).","Also, don't try \"use a VPN\" since you didn't add that advise to the package and do not support it as an option in-package (nor do you warn about the insecure operation of the package).","@Garin_Pace Aye. And, they've been the subject of multiple breaches, too. At some point suggesting org incompetence and malfeasance is not victim blaming but just pointing out the obvious.","Also, those MD4-hashed rsync passwords aren't \"security\" either — https://t.co/KvkkpjE936 — so pls don't even try to argue there's even a remote layer of security involved.","If I missed something w/r/t SSH support (cc: @INWT_Statistics) just point me to where you show how to use this package securely.\n\nYou shld rly pull this pkg from GH if it only works insecurely. You're putting R users, their org(s), and their data at risk if not.","Looked at the R pkg src and it doesn't operate in anything but insecure mode. \n\nUsing this package on a work LAN will likely get you in trouble with internal audit &amp;amp; compliance groups.\n\nUsing this package to do internet rsync transfers will get you pwnd &amp;amp; leak your data/password.","For local system use it is fine (nothing is going across any \"network\") but not sure you'd need it in that use-case.\n\nI tried:\n\n con &amp;lt;- rsync::rsync(\"me@homecran:/tmp\", \"/tmp\") \n\nand it pretty much LOLs back at me for trying to be secure.","🚨Hey #rstats folk: @INWT_Statistics blogged abt their {rsync} 📦 (https://t.co/bJ54ZwPaP4). \n\nDO NOT USE THIS 📦!\n\nrsync on it's own (&amp;amp; the examples the authors use) is WOEFULLY INSECURE &amp;amp; has NO built-in encryption &amp;amp; their 📦 does not appear to support ssh-wrapped rsync.","Latest status presentation of the @d4_project presented at #ISDay2019 (@ICTSpring) and IHAP (@TFCSIRT) https://t.co/4XoJTR9mXF with many new crazy functionalities and ambitious roadmap. Feedback and new contributors welcome! https://t.co/6K2Y9nANyV https://t.co/obdGcRj2Rg","We published the API roadmap for the AIL (AIL framework - Analysis Information Leak framework) open source software - feedback and ideas more than welcome to improve the software and especially automation aspects. https://t.co/3VfZs3qn7W cc/ @tadaweb @blackcellteam https://t.co/7nR4c5d2DS","Frank Sinatra called. He wanted a rap verse for \"Fly Me to the Moon\". Happy to oblige.\n\n(My broken glasses are totally an aesthetic choice.) https://t.co/CIMQha1oii","@thomasp85 @MilesMcBain https://t.co/dwhrnQ7n2j","@ma_salmon @Rahulkumar_rahy @RLadiesGlobal @RLadiesNYC pretty sure Rahul is referring to https://t.co/IDiBvM4bcU so, for mtcars you'd do one of:\n\n mtcars[[\"cyl\"]]\n mtcars$cyl\n mtcars[, \"cyl\"]\n dplyr::select(mtcars, cyl)","We get to do this up near Acadia in just about a month #practicemakesperfect https://t.co/uTbgqK8TKK","@arpitrage @amine_ouazad (might be gd if you, then, don't make CAPITALIZED assertions that are WOEFULLY [hubris-filled? &amp;amp;] inaccurate and lead people astray, then. #justsayin)","@polesasunder if not https://t.co/1SNEeZBf2v","@polesasunder I'm ~92% sure I can both find my old zip drive and a USB adapter for it.","Dear 'Murica: You [we] are seriously broken for something like this to occur. \n\nI'm rly puzzled, too, since this township went 52.4% blue in the 2016 election.\n\nDespite the \"illicit\" item being \"extra\" I guess NH's new motto is \"Live Mean &amp;amp; Die\". https://t.co/QsCQPEzCPW","\"The Cloud\" is such a train wreck (but it is def better than \"enterprise perimeter\" hosted versions).\n\nAnyone know what distro/stack favoured PHP v5.5.9? That's an awfully big concentration of it across providers. https://t.co/6il9LbIYIh","@StatStas @ipums thx for the link &amp;amp; this! same for me on this one. I live in almost-rural Maine &amp;amp; am rly concerned abt the access-to-rsrcs part. With this \"ZOMGOSH AWESOME ECONOMY\" (#notrly) I'm concerned folks wldn't believe an \"incomes will be hurt\" angle even tho it will absolutely be the case","@EspyMur We're old softies round here but the enitre fam liked Christopher Robin.","curve25519 support merged into #rstats openssl bindings, now fully compatible with all types of ssh/sodium keys: https://t.co/J1si0BYlbH Thanks to patient help from openssl folks.","@SSDNodes figured this might be of use to #rstats or datasci compatriots","Win a 16GB VPS with blazing-fast NVMe storage, FREE for one year from @SSDNodes! Enter here: https://t.co/i7atSn6Wl4","to heck with digital wx stations, i gotta build this at some point. https://t.co/l638zxCNaz","What a panel! So glad to have the privilege of sitting next to @jeggers (@NaraLogics), @hrbrmstr (@rapid7), Greg Sorenson (DeepHealth), + Heath Alva (@SmarterTravel) in today's conversation about data, privacy, ethics, + data literacy. TY @HubWeek + @TripAdvisor! #HWOpenDoors","@GossiTheDog @TomSellers 👍I'm doing src mapping distributions in a bit (to many TODOs today)","If you've got SMB kit in Digital Ocean you might want to triple check your configs to ensure the server aren't internet-exposed. Seeing serious EB uptick there (despite overall general downward trends elsewhere) h/t @TomSellers https://t.co/gOb4IxeiHi","@Twitter @TwitterSupport Wow. So Kohl's &amp;amp; J.C. Penny aren't doing well either. https://t.co/P6mRJCcUy8","Just finished the most recent #TheExpanse novel Tiamat's Wrath by @JamesSACorey Fantastic read, great character evolution, can't wait to see the story play out on @ExpanseOnPrime \n\nExtra cool to see a ship captain with my last name too 😀\n\n#ScreamingFirehawks","@ra6bit I'd argue the OS (macOS at least) is not pro-grade anymore. There are tons of bugs/problems including in core features like https://t.co/rUETRvmISV.","@Twitter @TwitterSupport And, the code, data &amp;amp; vis have been bundled up into a hastily crafted blog post so folks who aren't on Twitter will be able to have access to it as well. // Add Dressbarn to the Continued Retailpocalypse https://t.co/i08ua97Ij2 #rstats","@IgorBrigadir @Twitter @TwitterSupport I kinda don't mind folks seeing how woefully imperfect I am. I'd expect an \"edit\" function on twitter to have a view to show the diffs, too.","per-capita* even (ya gotta implement that 60 second open \"edit tweet\" window @twitter @TwitterSupport *pls* #ty)","The #rstats code to \n\n- scrape #Dressbarn's store listings\n- paint the retailpocalypse map, and \n- perform the lightweight per-capital analysis &amp;amp; vis \n\nis at https://t.co/CqIzYYFr1K","Here's the state per-capita closings heatmap and top 10 list for #Dressbarn \n\nAs usual, there's a noticeable larger rural impact. Loss of lower-cost retail in rural areas really hurts marginal communities. https://t.co/PGw6UfMbNi","Yet another member of the Retailpocalypse. This time #Dressbarn with a 650 mass-store closing that (yet again) paints a picture of 'Murica without even needing border layers.\n\nScraped (today) data locations (incl lon/lat + address) are at https://t.co/lVyn30kklI https://t.co/vt2YpWkXbU","@jhollist @Hao_and_Y I have \"newpkg\" or \"newprj\" bash scripts for #1 I keep local. They reach out &amp;amp; create sh/gl/gh/local repos and configure actual branches as well. \n\nAlso have a super-basic template for the use-case of just pushing to multiple remotes: https://t.co/VDgfEvXSXX (.git/config) https://t.co/GCtVw9qNFN","@reswob10 not binding promiscuously to all interfaces wld have been great early on as well. ES users ultimately bear brunt of the responsibility but i won't give ES a free pass on it ever.","@reswob10 \"free alternatives\" != \"baked in\" so I'm kinda not accepting that assertion. Devs are inherently lazy. Defaults to required users &amp;amp; SSL wld have saved many an instance from easy exposure.","Nice try, but a bit late to the game for the tens of thousands of exposed, insecure, leaked and hacked instances on the internet. // Security for Elasticsearch is now free https://t.co/28kzhiGoGO","@Balgan aye. i suspect as much too, tho i encouraged review of it when i taught datasci/R. it's DNS blocked anyway at the house (not rly a fan anymore for lots of reasons) so it'd be moot for him anyway w/o tethering to phone :-)","@emilyrsutton @themba @kfor Wld seem to be kind of a bad idea to encourage this reckless behaviour (encouragement == positive tweet, which this is). Those folks shld have been in a sheltered location.","@MilesMcBain @kwantitative @system76 that's what $WORK AMZN instances are for ;-)","@MilesMcBain @kwantitative @system76 Still have my eye on the XPS 13 (for next system) after forgetting to take my clickety-clak mbpro w/me/us for a week and having to use an older MBPro w/a mostly-real kbd (they've gotten progressively worse). came back to the new one and it was so icky to use.","#3's C++ class instructor (yep he's already started summer [online] college classes) is _vehemently_ anti-stackoverflow. Will be curious to find out why after the class is over.","This has been \"out\" for a few weeks. Works well! You trade in Google Tracking for Microsoft Tracking. If you want to avoid being the product for giant multinationals there are various Chromium versions you can use. https://t.co/2fZwggrvx4","@wellsgr @Andrew___Morris @GreyNoiseIO Your new benevolent overlord needs a haircut. That’s kinda product-related, right? 😎","@MlleLicious Much of that change was data-driven. Point me at some data sets, or PDFs + sites I can scrape to possibly help with some data-views to get some data-driven attention?","hey @Andrew___Morris @binaryedgeio @GreyNoiseIO @Balgan … y'all seeing a similar trend? https://t.co/awa7hsQUx0","Internal reports and photographs obtained by Times reporter @stiles show just how dangerous and dysfunctional Los Angeles County’s youth detention operation has become. https://t.co/bAPEfMnCAL https://t.co/IcxgFRfneH","@mubix Super responsive, 100% readable and dark switch works 👍","I'm incredibly excited to announce that Greg Wells (@wellsgr) has joined GreyNoise on the Product team. I've known and worked with Greg for years and i'm so excited to be working with him once again. WELCOME TO THE TEAM!","@Xanlythe Pong","@MilesMcBain It appears @kwantitative might be thinking of going to the Dark Side (Linux laptop for R). Might ye have some pointers for him?","Given that I'm going to be driving in the MRGL zone 2x today I'd kinda rather it not have a polygon at all but it's hard to complain given what TX &amp;amp; OK folks are going to be dealing with. https://t.co/rfkuvYTJNV","If any of you would like me to come and do a free workshop with your CS or fraud (or even design teams): I would happily do so. We have to acknowledge these systems exist and that customers need help and support. https://t.co/rs0HSgBGyJ","@MlleLicious I also suspect most of the white, western world isn't watching the wicked fast evolution and implementation of the surveillance state in China on highly oppressed ethnic groups. All that tech will be here in no time/embraced by municipalities.","@MlleLicious Sadly, as my former employer was wont to ensure we remembered all the time \"insurance is a middle class product\" so the elites who created the mess rly aren't going to do anything abt it. 5G is going to make the surveillance states (both gov and corporate) much, much worse, too.","@ryanhuber wow. Apple \"auto-corrected\" \"blood\" to \"blog\". I apparently need to write either increasingly morose or increasingly medical texts.","@dseverski mebbe the new {paws} #rstats pkg ecosystem for AWS? (didn't look at the specifics; recently released)","Here are the slides for my talk at @uRosconf on Headless Chrome Automation from #rstats with the {crrri} 📦 created with @chrisderv https://t.co/islvLsiyj3","@ryanhuber foreach $EPISODE repeat {\n whispers; \n scheming;\n bad accents;\n gratuitous &amp;amp; unnecessary language &amp;amp; nudity; \n battle cries; \n metal clanging;\n wood thumping;\n gratuitous special effects;\n tired storyline;\n gratuitous blog &amp;amp; body parts;\n}","Re-upping this #rstats post for those who had actual lives that did not involve being in front of mid-sized glowing rectangles this past weekend // Mapping Tornado Alley with R https://t.co/KLxoKoHQPr https://t.co/2bWu4mgIzi","#GoT — putting the \"circenses\" in \"panem et circenses\". Can't wait to see what will be the next masses placation I get to find new ways to mute here.","@gdbassett https://t.co/JPK8cGyjyZ\n\nI also have (somewhere on stupid paper vs electronic) a sauce for noodles/asian faire based on this old food &amp;amp; wine drink syrup recipe https://t.co/MYHBuGYTgo (you can likely improvise equally as well if not better)","@MisterReinking @Phreakaz0id @rstats4ds @rstudio having said that, you could also keybind an addin that has the default that you want.","@MisterReinking @Phreakaz0id @rstats4ds @rstudio it comes from src/cpp/session/resources/templates/r_markdown_notebook[_osx].Rmd (@Rstudio gituhb)\n\non macOS those are in the Contents/Resources/resources/templates/ relative dir to https://t.co/iN8cO4T2r0\n\nmod it/them &amp;amp; remember to re-do that each new RStudio install","Around midnight, we had a brief period of clearing allowing for views of moonlit landscapes along with lightning from thunderstorms to our NW. At the tail end of a 30 sec exposure, 4 bolts struck in rapid-fire succession along the NH/VT border. #NHwx #nh #lightning #mountain https://t.co/WSGCIapGio","@ma_salmon @LucyStats @rOpenSci @LockeCreatives which is proof the guide isn't perfect :-)","Read my May 19 Newsletter featuring “The DATA is in the ART!” #DataViz https://t.co/LkcwMUywoU","@ronindey combo rub + smoke (applewood)","@troutman O_O","@kevinmontalto Old, cheap Craftsman. Doing research on the new one. Will be mowing 2 acres with the push mower for a bit until I settle on one.","Tis been a fine PBC day. A fine PBC day, indeed. #nom https://t.co/Sfq52WCYUx","RIP riding mower. 25yo. Got lots of mechanic practice on it over the past 10 years (came with the house) but fuel inefficiency combined with busted forged metal parts &amp;amp; need of a new alternator is a sign I'm taking that it's time for a new one.","While they're at it (if investigations ensue) they shld also look at the relationships between ISPs and certificate authorities. Lots of shenanigans going on there as well. // Group Seeks Investigation of Deep Packet Inspection Use by ISPs https://t.co/gJ2At0XRpM","Boston-folk: I'll be at https://t.co/kJtj6Erfvj tomorrow on a panel talking 'bout \"big data\" and \"AI\" (don't judge…I did not pick the topic(s)) if you're near the new \"hub\".","@themba I love it when a plan comes together.","The code for the \"tornado\" 🌪 post yesterday is now also on GitUgh for folks who are more comfortable there + has an actual README now (just the spin'd version Rmd'd). GitLab is borking on the project import but it'll be there soon as well. https://t.co/qMwQkyTwFD","Aye. Part of the reason for my pinned tweet is what Pastor Barnhart is noting. I rly wish folks who want the privilege of claiming Christianity wld stop ruling, shouting &amp;amp; judging and start serving, empathizing, feeding, caring, sheltering, helping, loving &amp;amp; healing. https://t.co/dAKwR4FWYF","Important security research from Google on the effectiveness of various kinds of 2FA that got a bit buried this crazy week. Among key findings, SMS 2FA was still 76% effective against highly \"targeted\" phishing attacks and 99% good vs. \"bulk\" phishing. \nhttps://t.co/r0yQnqqZNT","@Balgan No, he is very, very much an anti-hero ;-p","@Balgan Technically Deadpool is an anti-hero.","@henrikbengtsson nice. given my $DAYJOB I kinda have to worry abt weird computer things happening. turns out i mis-hit a keyboard combo for another program i use (both \"phew!\" and \"DOH!\" at the same time)","@ryanburge @PaulCampbell91 adding in:\n\nlabs(\n caption = \"Source: &amp;lt;insert data source name + link&amp;gt;\"\n)\n\nmight be a gd addition (esp given some of the tweet replies)","&amp;gt;this&amp;lt; https://t.co/QS9AY1sKRF","And, to further avoid said chores today, I now get to investigate why one of the cameras &amp;amp; mics on the Mac decided to just \"go on\" and stay on, all on their own.","Oh, and, you'll see default theme'd ggplot2 plots in the middle of the post vs styling all of them with `theme_ipsum_rc()` just for show b/c that's kinda how I iterate/explore IRL and felt like I shld show that for a change.","Did you know? For a 2-day forecast, the \"cone of uncertainty\" is 8% smaller in 2019 than it was last year. It's also 26% smaller than 5 years ago, 39% smaller than a decade ago, and less than half the size of 15 years ago... that's progress! https://t.co/aS21BwtyQz #hurricanes https://t.co/fSQ86CKvZg","oh, it looks like it may have now. #sigh","And, since Twitter didn't auto-expand the opengraph default image on that post, here's the map https://t.co/tnmwg2hhOF","Moral of the rant: use what works for you in your current position/skillset/circumstance whilst considering your future self (i.e. at least document/organize well). Don't take a mean-spirited swipe at the choices of others. Help each other be wicked productive.","I posted a SourceHut git repo link in the blog post. With a teensy bit of effort (#lazy), I could have made it a one-click open-up in a full R environment online via @mybinderteam in a notebook (PRs welcome :-) How is that not \"online\" and \"shareable\"?","Observable notebooks are super spiffy (as are Jupyter notebooks) *if* you like notebooks. I don't. Just b/c something is shoved in a browser doesn't make it better/easier/more-shareable/more-reusable.","Sure, I take (*jokingly*) pot-shots at Python all the time (crazy fragmented space-d-out language that it is that I also know how to program in quite well b/c it's useful) but claiming R or Python can't do things fast or on-deadline, and that either is not shareable is rly daft.","Someone I follow RT'd a rly daft RT that took a swipe at #rstats (the *original* post by @Harry_Stevens is truly kind &amp;amp;👍). Kinda felt I needed to defend R a bit (&amp;amp; have a rest-of-day chore I rly don't want to do 😎) so you get \"Mapping Tornado Alley w/R\" https://t.co/KLxoKoHQPr","@bhive01 @kara_woo I use a no-longer-produced hamilton beach commercial stand mixer so my maintenance is diff than ones for kitchenaid. I'll dig up some links for things I used to do on those back in the day.","@kara_woo Ah. KitchenAid. So, make sure to follow a decent maintenance regimen with that (mostly ensuring the motor isn't running dry) as real use (most folks who buy them don't rly \"use\" them) will burn them out if not. Not hard, but most folks don't.","@Jemus42 @CNN That's pretty much the description of most supermarket chains in 'Murica. Aldi's makes food more affordable and has tons of healthy food choice options unlike dollar store chains here which are killing rural 'Murica. So, I'm going to stand by my 'cool' comment.","When is World Whisky Day? - World Whisky Day &amp;lt; Today! #whiskey #whisky https://t.co/69DKtmGupx","While Aldi's is cool, am not posting b/c of it, but to give props to @CNN for crediting the folks who made the chart(s). #unsungheroesnomore // How a cheap, brutally efficient grocery chain is upending America's supermarkets https://t.co/GrP4Ckp8tH https://t.co/67LPgkxt0a","@kara_woo @tylermorganwall dough in general, really. i use ours weekly for it. it's great for virtually all kinds (incl pizza). i kinda don't use it for much else besides meringue.\n\ni've got \"no-fail\" challah and peasant boule recipes if you ever need'em.","@maartenzam Romulan warbird plots!","@abresler it was a blur of a trip. got in late afternoon. the event went until like 2100. i crashed and was on a plane in the mid-AM.","@steevmi1 FWIW, I ran {curlconverter} on the curl line you provided and got what you see in the image. it's close but i clearly need to handle this edge case better in the pkg so #ty also for a good test case I can use! You OK if I add you to the DESCRIPTION for the contribution? https://t.co/V1ZnFSuqOQ","@steevmi1 whoa! nice! (got it in Par 1!)\n\nThese curl machinations are crazy (or, cray cray as the kids are wont to say). I've just been staring at them daily for like 20 years or so. Which means I'm also cray cray.\n\nGlad it worked!","Finally back home from the whirlwind NYC trip. So glad to be cooking tonight. Harissa-rubbed pork tenderloins on the PBC with applewood.","@oneoffdallas @plaverty9 @C_3PJoe said need to weed them out makes me super happy re: our MDR team, esp when it's a customer report abt catching a pen tester who is not one of ours :-)","@oneoffdallas @plaverty9 @C_3PJoe aye. and, rly, even a super lame pen tester (or, especially a super lame one) will gen lots of noise. our MDR folks generate more than a few \"caught pen tester doing X\" customer reports each quarter (which I have to weed out before we gen our quarterly threat reports).","@steevmi1 but most API endpoints like this need a content type sent so not sure what that shld be for this one.","@steevmi1 httr::POST(\n url = \"https://api.otherdom.ain/version/services/authentication/login\",\n body = '{userName: \"user@dom.ain\",Password:\"Password with special characters\"}',\n encode = \"raw\"\n)","@steevmi1 so, -d == POST request. That's not Basic auth and it isn't valid JSON so it' a raw body being sent. So it's something like: (may take another tweet)","@oneoffdallas @plaverty9 @C_3PJoe b/c all penetration test firms and pen-testers are super ethical and capable? \n\nBWHAHAHAHAHAHAHAHAHA\n(out of breath…wait a sec…needed that laugh, #ty)\n\nYeah, not so much. I grok your meaning &amp;amp; wld tend to agree case-by-case but no way i'd let you get away with that posit 100%.","@steevmi1 what's the curl command line look like (redacted u/p)?","@ericgeller Is it becoming more common practice for, er, \"journalists\" to tweet severely paywalled things?","@PeeltothePithy 👍There rly ought to be some law against email-y things not just using the mbox format and just sticking things in folders.","Fairly certain, now, there's a contest between @dabdine &amp;amp; @todb to see who can be the first to get me to use the :facepalm: emoji in Slack on any given day.","@gshotwell https://t.co/2opbuSFWdG ?","Any SANS fellows (cc: @PDXbek) have links to resources? https://t.co/5ZN4Wg5U3S","I'm going to be presenting at \"Data Science Education at Two-Year Colleges\". See you there? https://t.co/ApIyHPVPAj via @Eventbrite","My favorite part is that CVE-2019-0708 is now a litmus test to see if people know what they're talking about. https://t.co/lSPq0J4hSu","#TidyTuesday #r4ds #tidyverse #rstats #dataviz #week20\n\nGenerated this plot using waffle package. Super easy to use. Thanks to the creator @hrbrmstr \n🙏 https://t.co/ySTrMvSOWQ","Thx to @markruddy we can add DataKind to the list. Perhaps it's time to post a blog thingy and keep it updated (once done w/travel). https://t.co/Ootm9vwIDO","@markruddy link?","@ronindey @StackOverflow No, but they made it \"public\" so they're doing better than most orgs. It'd be great if @StackOverflow &amp;amp; others followed Norsk's example. I kinda wld have expected a topic on their Meta board to be open and updated frequently for this. I guess I had too high expectations.","Whoa. Baltimore's systems are still \"not 100%\" post-ransomware attack. Also: politically-motivated committees rarely solve things well. // Baltimore creates cybersecurity review panel following ransomware attack https://t.co/XMrVyLrrvM","I'll keep an eye out on other datasci-oriented breach news and update as needed.\n\nAlso: props to StackOverflow's internal teams for quick compromise identification and notification!","Triple-check the PRs you've had on your social coding platforms &amp;amp; be wary of random emails from folks asking you datasci-oriented questions.\n\nSpidey-sense is not usually wrong (it doesn't get triggered often) when it comes to this stuff.\n\nIf you have concerns, feel free to DM.","Enable multi-factor on all the datasci-oriented platforms you use if they support it (NOTE: DataCamp doesn't even after their breach which is sad &amp;amp; means they don't care abt you).\n\nIf you run a datsci-oriented platform: support multi-factor auth if you don't already.","If you use these platforms or use other datasci-oriented platforms definitely take some time to reflect on anything \"odd\" you may have overlooked a the time b/c you had to get stuff done or just weren't sure. If you re-use passwords across platforms: don't. Change them if so.","🚨 #datasci #rstats folk: So, StackOverllow just suffered a breach. Quora suffered a breach a bit ago. DataCamp also suffered a breach. If you run a platform even kinda aimed at datasci folk, perhaps u shld do some digging to see if you've been breached. Spidey-sense is tingling.","@welivesecurity Y-axis tick labels aren't really optional. The two charts on your wannacry post shld be pulled, modified, and re-posted. It's just as bad as FOX news chart shenanigans if not.","@Xanlythe Think “surge pricing” for 🍺","Data-driven, er…drinking? 🍺🍻 https://t.co/6sk3EO7Uhz","@joshcorman Aye. But they might cherry pick some data from this RDP event to defend/counter if we don’t see mass destruction soon.\n\nThis is also a rough week. Most enterprises have ~15 separate vendor RCEsthat rly do need attn by Fri.","There… there is no — absolutely, no — question that an insane person designed the way ride hail + egress happens at LGA.","New #rstats package \"vaultr\" for storing and interacting with secrets and sensitive data using @HashiCorp's Vault https://t.co/dxIr01PBH5 - now on CRAN","Those anti-patchers are so adorable. Hopelessly compromised; analytically clueless; but, adorable nonetheless. https://t.co/4WOTMgnsS6","Bid to help @noamross fight global pandemics (and keep his Daredevil costume in good repair) https://t.co/XJgIxnaIur","@PaulCampbell91 must ty u again. Managed to redo some charts for my presentation today b/c of ur PR. 👍","@Balgan Will pop in post-arrival. In “travel” mode.","Slide deck transformation: complete https://t.co/WWEiK3HxiD","Andrew operates at the highest caliber of integrity. Great example for other infosec folks to follow. https://t.co/IZQTnunElp","So, on a lark, I \"zoomed out\". Wonder what @Andrew___Morris (@GreyNoiseIO) &amp;amp; @Balgan (@binaryedgeio) saw during this period. Those mega spkies sure are beyond typical inventory scans. Defenders checking for possible damage radius? Attackers got wind of weakness? #RDPocalypse2019 https://t.co/WN2bGhXP03","Switzerland is introducing a new #QR #Invoice format.\n\nI fumbled around with it and wrote an article on how to read it as well as how to defraud all involved parties with a tool i hacked together in a morning:\n\n@compasssecurity\n\nhttps://t.co/gUcGXOr2fv https://t.co/wLxQarhfxm","I'm also bitterly disappointed that *none* of the current list of attendees used a burner email address with any of the secret identity or actual superhero names of The Defenders. Gotta up your game, folks!","(and, yes, I am still expecting to meet Daredevil)","It occurs to me that @rapid7 missed a GOLDEN opportunity to name this infosec event I'm speaking at today @ 1700 in Hell's Kitchen something to do w/\"The Defenders\". Someone *may* be modifying his slides on the trip down. (may be still time to reg, too) https://t.co/7r8ppxzf6s","Wld rly like to hear @SashaRomanosky &amp;amp; @Garin_Pace's takes on this https://t.co/z9EIFn5ZtF","@KevinWBonds @noamross not sure why one wld want to spawn a whole other process to make web requests.\n\nsystem() / system2() / {sys} / {processx} can all help with that if that's the route you're determined to take","This. Is. Brilliant! #thingsimissedinjanuarywhennotontwitter https://t.co/h8zaF31JwI","@awhstin @PaulCampbell91 theme(strip.text = element_text(hjust = 0.5)) 😎","ZOMGOSH I JUST PUT ALL THE PIECES TOGETHER!\n\n@NOAMROSS *IS* DAREDEVIL\n\n(Wait, did I just out his seekrit identity?!)","@kwantitative O_O\n\nHe keeps trying (unsuccessfully) to try to crack The Shield in half. (not too bright)\n\nI wonder if Luke is around.","@ronindey 😻","I have just been informed that the meeting space — New York Beer Company — for tomorrow is in Hell's Kitchen. \n\n(I AM GOING TO MEET DAREDEVIL AREN'T I?!!)","@geekevolved You likely left for reasons. Prbly gd reasons. If $ was the only reason, _mebbe_, but if they weren't aware of inadequate compensation or your own disengagement/discomfort/etc with the org, what wld change post-not-leave? Also: likely raised expectations for you on their part.","Free 🍺🍗 and a plethora of woefully insecure data viz (which I shall cease giving tweet previews of now for fear of incurring the wrath of my $WORK social media benevolent-but-terrifying overlords).\n\nDef signup if you're in NYC, free tomorrow (IIRC 1700-2000). https://t.co/7r8ppxzf6s","@binaryedgeio @Balgan ah, we have ~3.6m w/o NLA (we don't do NLA like y'all do)","If you know the operators of OpenPortStats[.]com then please have them reach out to us. They're dangerously close to losing their benign tag in GreyNoise. \n\nhttps://t.co/60lcC5u9ua","Zerodium have confirmed exploitability of bug. No technical details have been released. https://t.co/Y7PGGQPWfb","Fastmap is a new R package for key-value stores. R environments are commonly used for this, but they can cause memory leakage if the set of keys is large (e.g, random keys). If you use envs this way, please give fastmap a spin so we can find any issues!\nhttps://t.co/sZcrugRaFC","This is likely going to go down as the most bizarre, foreboding, and overall READACTED week in infosec in a very, very long time. https://t.co/l5J8uD6SM1","Brilliant work! (moar of this, pls) https://t.co/M2AUDfPDXd","Whoa. @PaulCampbell91's PR into the 1.0.0 branch of #rstats {waffle} sure is all kinds of 😍😻👌🏼 https://t.co/Bx7OkJyttU","Following-up on the recent @theRcast episode;\nHow is RStudio able to produce so much #opensource R? \nOur commercial software products support open source development, which further popularizes FOSS &amp;amp; Open-Science methods in enterprise production environments\n#rstats #datascience https://t.co/atj59PrDqH","@Datawrapper Y'all \"had me\" ages ago with your \"Get the data\" links that most folks leave on their Datawrapper creations. Brilliant, open, well-executed service. 👍","Fresh week, more supply chain attacks. The security seal as sold by @bestoftheweb contains even 2 different keystroke loggers. One was added on Apr 24th, the other last week.\n\nDecoded versions: https://t.co/8gF2AAsSuZ\n\nVictims: https://t.co/UpQZU9y5m0 https://t.co/a8MNl4laBE","These new Datawrapper table creation options are just plain super spiffy. These folks help data journalists and regular ol' biz/user folk make compelling creations; especially helpful for those that don't have time to dig into #rstats or #python (et al). Rly great work! https://t.co/7FWx9xxUEu","@PaulCampbell91 @Arfness and, it's now merged! (apologies for taking a bit longer than i'd like to have)\n\nhttps://t.co/hFFgduik5R is the branch @Arfness","@PaulCampbell91 @Arfness note to self: make https://t.co/ovR3aGHP6m work with gists too.","@Balgan @GossiTheDog @gdbassett RAND also has some data https://t.co/vmZlUHbvD6","@Balgan @GossiTheDog @gdbassett oldie but a goodie (and likely is on the slower-side now) https://t.co/mZSICmA9Uv","I just got an email from @Adobe that I'm no longer allowed to use the software that I'm paying for. Time to cancel my subscription I guess. \n\nShare plz. https://t.co/ZIIdqK5AkM","I have a newsletter now at https://t.co/bMfi9NnhNK where you can get regular blog post notifications and bug bounty tips &amp;amp; tricks straight to your inbox. :) https://t.co/lVJdVsXegU","TMW you *really* want to make a (indented-to-be-but-likely-only-dad-joke-level) funny post abt a new infosec vendor announcement but can't (even tho you'd've made said joke when you had a $REALJOB &amp;amp; not in similar prod spaces as them). I shld quit for a day just so I can do it.","The list of news/politics podcasts to listen to w/o an overt far right or far left bent is now to (near) 0 (had to remove one more today). Need to spend some time sifting through the podcast lists again. The last thing U.S. needs is more polarization &amp;amp; misinformation before 2020.","We’re Reporting on Ransomware. Do You Know Something About an Attack? — ProPublica https://t.co/z92gQfqfoz","AUGH! Totally missed the deadline #dreamjob https://t.co/LbghHlELaF","Also, if you happen to know what service mtc=... TXT records are for drop a reply (pls).","Just make sure you deny dir listings on that dir and have tools in place to stop iterative enumeration.\n\nIf forced to use DNS, then setup a ton of fake records for other services as well. That way what's legit and what isn't legit will be hard to tell &amp;amp; may dissuade attacks.","It's one thing to use internal DNS as a \"mini database\". It's quite another to do that externally. \n\nFor domain ownership proofs, if you have a choice, use presence of a unique-but-random file on a web server if a service gives you such a choice vs DNS TXT record.","I \"get\" the need for automation but is it rly wise to signal this much to attackers?\n\nThe presence of things like Drift &amp;amp; Wrike also wld let me target orgs who are \"startup friendly\" (plus I'd love to know how much \"security knowhow\" those two services have.","Sure, one cld assume most orgs use Office 365 these days but *knowing* that means you can use O365 fake login pages more effectively for phishing campaigns.\n\nThe increasing presence of Kubernetes-related TXT records (with lots of other detail in the record) is also puzzling.","I'm doing \"a thing\" this week with a diverse (industry-wise) audience. Via Project Sonar DNS recon alone, this is the service usage exposure matrix. Unless these are decoy records (#unlikely), I know quite a bit abt individual orgs along with service density across orgs. https://t.co/mkNUoKdjhI","Academic cyber folks: I don't have time or resources to setup this experiment (wld need too many customer volunteers capable of instrumentation) but someone shld measure the relationship to phishing (or other) attack prevalence with what orgs leak in DNS TXT records.","If you work in an information security role, do you have a degree? Please answer this little poll and share for reach. Thanks!","Def self-select and help bias this survey!\n\nNOTE: Not being mean! Just trying to (a) ensure folks know results will be biased due to all-internet as target + self-selection and (b) gin up the results in favour of #ggplot2 &amp;amp; #rstats 😎 https://t.co/d0flCwYyWd","@paperghost @joviannfeed I cld drop one of the neighbor farm's llamas into the post if that'd help. #helpingnothelping","I think I forgot to put the Citrix RCE in the list of RCE's yesterday. \n\nI posit the need to rename \"Patch Tuesday\" to \"RCE Tuesday\" or (perhaps) \"Crawl Under Your Desk and Hide Tuesday\" from now on.\n\nhttps://t.co/T1qwORmode","This @exxonmobile chart from 1982 predicted that in 2019 our atmospheric CO2 level would reach about 415 parts per million, raising the global temperature roughly 0.9 degrees C. \n\nUpdate: The world crossed the 415 ppm threshold this week and broke 0.9 degrees C in 2017 1/ https://t.co/sLpOVkwzTF","@GossiTheDog Same from Heisenberg's view this U.S. AM as well. Rarely do I keep a port activity graph up on live view but this one gets a wee corner window on display #2 the rest of the day.","\"Git ransom campaign incident report - This is a coordinated effort to help educate and inform users on secure best practices relating to the recent Git ransomware incident. \"\nhttps://t.co/B1V5oGyFtf","Forbes have been hacked with Magecart style malware. https://t.co/VmM4vAubya","@Andrew___Morris Honestly, if *I* were leading an international cyber crime gang I'd get the PoC to bulletproof status &amp;amp; just use all the existing *internal* recon data I have of orgs to use this inside w/o signaling anything ext to folks like us.\n\nThen I'd brick every RDP on the internet :-)","@Xanlythe you shld prbly save that for all the folks who will be responding to the mass RDP compromised over the coming week(s).","@_odddie_ it's likely a much higher #. lots of folks tried to be sneaky and use alternate ports. mass carnage shall ensue.","Argh. It's late. I forgot to note that it's our Heisenberg data with @GreyNoiseIO's most excellent feed of known benign hosts filtered out.","Truth be told it looks like most of the usual suspects got their inventory scans in last wk. You'd have to be desperate, daft or looking specifically for ☁️ RDP to burn some bot-nodes vs just use what you've already catalogued (RDP-wise). Perhaps waiting for bulletproof PoC?","It's quiet…\n\n*too* quiet… https://t.co/4Ogh4K6fhq","Today was an eventful day. Not as eventful as wannacry. But as if vendors were competing to report most vulns closing Q1. https://t.co/5kLeP9Tdk5","Today was a rly weird day w/r/t cyber-related issues. RCE bug in popular chat app. RDP RCE. Many Adobe RCE. More nigh-unfixable Intel chip vulns. Cisco mega-vulns. Linksys major exposure. Pretty much everything is busted. #jobsecurity","+100 on this. We backed it (feels like ages ago) and were able to see it early-release. Quite the trip down memory lane + great to see the creators &amp;amp; cast talk about all the \"firsts\" the show did on TV &amp;amp; in the Trek universe in general. https://t.co/Q0yG85B0mg","So impressed to see Colorado’s Department of Transport presenting their after action report on being hit with ransomware. We need more of this kind of transparency so we can all learn from each other and understand the real scale of the issue. Thank you for sharing! #NGACyber https://t.co/1NUKm3NTRS","@dataandme @thomasp85 @hrbrmstr Since it is based around web searches for \"name programming\", and in google you can set the time range of results as single years by using custom ranges, I thought I would get the (unchecked) numbers in google that are returned when using Tools - time - custom range https://t.co/87b8pCxOHm","@Balgan checked a bit ago and nada so far. will be 👀","@josephfcox @iblametom nah. give @business a cpl of days and they'll do a \"hold my beer\" thing for another one of their idiotic cyber-stories.","@matthew_d_green but, wow O_o https://t.co/xNcBuERvmU","@matthew_d_green FWIW Oracle software customers are used to far worse","@Balgan been testing out a new continuous palette I've tweaked/made from our discrete 2019 brand colors. it degrades well across most vision-issue tests and is not \"boring ol' viridis\". may just be a keeper!","While not as full coverage as our spiffy pals over at @binaryedgeio (for lots of reasons) it looks like there's a juicy public attack surface for RDP CVE-2019-0708 no matter how you slice it. https://t.co/3KyOvuJlrt","🚨🚨🚨\nTo quote @TomSellers \"When Microsoft backports patches to non-supported operating systems you know it's serious.\"\n\nPATCH &amp;amp; stick your RDP boxen behind a VPN! (preferably not a Linksys-fronted VPN).\n\nhttps://t.co/Wua7j5xB1p\n🚨🚨🚨","@gepeto42 @business Let's be clear, it's the poorly incentivized @business (what did that vanity handle cost them?!) cyber-reporting that's pointless. Nobody takes it seriously, folks shld be ashamed to work there.","Catch ya there if you're attending! (I'm rep'in @Rapid7 at the event). https://t.co/Dna3FxkWWq","@EamonCaddigan Dude, take the week off early. I just did it for you.\n\nset.seed(0); sample(55:99, 67, replace=TRUE)\n\n✅🙃","James Assey from @NCTAitv is in this panel and just went down to the \"shapefile\" in a very gd answer to a question abt mapping existing broadband availability. Glad to see some serious depth along with breadth going on in this hearing on providing broadband to everyone. https://t.co/zElIehscd7","@todb @hdmoore Man, Linksys is such a train wreck. Cisco is still suffering from their woefully insecure tech post-divestment, too. I know no vendor is \"perfect\" but it's like they don't even try anymore.","@coreypembleton @Quora @TechCrunch Just b/c there isn't scads of Googling going on for those two is a poor indicator of use and popularity. \n\nAnd, VB[.NET] is likely googled alot b/c of Excel &amp;amp; Word macro needs.\n\n#sigh","@coreypembleton @Quora @TechCrunch Aye. That was perfectly stated.\n\nWhat's kinda ironic is that Haskell is #45 on the index yet it's the foundation of one of the most popular command-line utilities on the planet: pandoc (the powerhouse behind r markdown processing) &amp;amp; Lua (#33) is in so many products.","@coreypembleton @Quora @TechCrunch IMO one shld work with the language that fits within their capacity to adopt a sufficient mental model to be radically productive in. Also one that has a great community (\"great\" not just being measured with tech competence).","@coreypembleton @Quora @TechCrunch That's unfortunate given just how sketch the methodology is."]],"container":"<table class=\"display fill-container\">\n <thead>\n <tr>\n <th> <\/th>\n <th>created_at<\/th>\n <th>tweet_type<\/th>\n <th>text<\/th>\n <\/tr>\n <\/thead>\n<\/table>","options":{"order":[],"autoWidth":false,"orderClasses":false,"columnDefs":[{"orderable":false,"targets":0}]}},"evals":[],"jsHooks":[]}</script>
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