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Showing posts from June, 2020

Pence Urges Americans To Wear Masks To Stop Spread Of COVID-19

The vice president wore a mask during an appearance in Rockville, Md. Despite a surge in new cases, Pence insisted the country was "in a much better place than four months ago, even two months ago." (Image credit: Jacquelyn Martin/AP) News : NPR https://ift.tt/3dNekFW July 01, 2020 at 04:59AM
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N.Y., N.J., and Connecticut Add Several States To List That Must Quarantine

The list includes Alabama, Arkansas, Arizona, California, Florida, Georgia, Iowa, Idaho, Louisiana, Mississippi, North Carolina, Nevada, South Carolina, Tennessee, Texas, and Utah. (Image credit: Mark Lennihan/AP) News : NPR https://ift.tt/3iisGSb July 01, 2020 at 04:21AM
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Airbus Announces Job Cuts Amid Massive Dip In Aircraft Orders

The European passenger-jet maker says it plans to cut 15,000 jobs amid a 40% drop in its business since the start of the coronavirus pandemic. (Image credit: Christof Stache/AFP via Getty Images) News : NPR https://ift.tt/2VuDiUg July 01, 2020 at 03:23AM
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Protester Knocked Down By Buffalo Police Leaves The Hospital Nearly One Month Later

Martin Gugino suffered a fractured skull after being shoved backward by officers at a protest against police violence on June 4. The 75-year-old will continue his recovery at an undisclosed location. News : NPR https://ift.tt/3dImu2o July 01, 2020 at 03:05AM
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The Atlantic Daily: Stay Home Anyway

Every weekday evening, our editors guide you through the biggest stories of the day, help you discover new ideas, and surprise you with moments of delight. Subscribe to get this delivered to your inbox . BRYAN R. SMITH / AFP / GETTY In a normal year, July would signal a bit of relief, a kind of seventh-inning stretch for the nation. But this year’s will likely bring more of the same: Americans won’t be getting a vacation from this virus. Here’s what to consider on the eve of the new month: Coronavirus testing could break down again. Robinson Meyer and Alexis C. Madrigal warn of looming test shortages and delayed turnaround times for results, which would threaten the country’s ability to monitor and contain the virus. In cities, summer leisure will rely more and more on shared public spaces. “The summer of social distancing will also be one of social closeness between neighbors, illuminating divides of class, ethnicity, and place—as leisure has always done,” Spencer Kornhaber w
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beta: Evidence-based Software Engineering – book

[This article was first published on The Shape of Code » R , and kindly contributed to R-bloggers ]. (You can report issue about the content on this page here ) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. My book, Evidence-based software engineering: based on the publicly available data is now out on beta release ( pdf , and code+data ). The plan is for a three-month review, with the final version available in the shops in time for Christmas (I plan to get a few hundred printed, and made available on Amazon). The next few months will be spent responding to reader comments, and adding material from the remaining 20 odd datasets I have waiting to be analysed. You can either email me with any comments, or add an issue to the book’s Github page . While the content is very different from my original thoughts, 10-years ago, the original aim of discussing all the publicly available software engineering data has been ca
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Tuesday's Primaries: 5 Races To Watch In Colorado, Utah And Oklahoma

The Colorado U.S. Senate Democratic primary is Tuesday's marquee contest. Also notable: Former Gov. Jon Huntsman is looking to make a comeback in Utah. (Image credit: Charlie Neibergall/AP) News : NPR https://ift.tt/2Zk0m9y June 30, 2020 at 12:01PM
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As Palmdale Grapples With A Hanging Death, Locals Recall The Area's Racist History

Neo-Nazis and skinhead groups have been a constant threat, and for years L.A. County officials — in collusion with sheriff's deputies — have discriminated against Black people in Section 8 housing. (Image credit: Emily Elena Dugdale/KPCC)) News : NPR https://ift.tt/3ievTlD June 30, 2020 at 12:00PM
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FAA Begins Test Flights For Boeing's Troubled 737 Max

More than a year after the plane's grounding because of two deadly crashes, the FAA began a series of certification flights Monday, a big step toward allowing the 737 Max to fly passengers again. (Image credit: Elaine Thompson/AP) News : NPR https://ift.tt/3dOipts June 30, 2020 at 10:42AM
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China Enacts Security Law, Asserting Control Over Hong Kong

Despite fierce international criticism and opposition in Hong Kong, Beijing's rubber-stamp legislature passed a law allowing the mainland to impose security measures in the former British colony. (Image credit: Kin Cheung/AP) News : NPR https://ift.tt/2YLdRQm June 30, 2020 at 10:13AM
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Australia Covid-19 active cases and hotspots map: coronavirus stats, numbers and state by state data update

Guardian Australia brings together all the latest on active and daily new Covid-19 cases, as well as maps, statistics, live data and state by state graphs from NSW, Vic, Queensland, SA, WA, Tasmania, ACT and NT to get a broad picture of the Australian outbreak and track the impact of government response Coronavirus world map Coronavirus cases and deaths over time: how countries compare around the world Sign up for Guardian Australia’s coronavirus email Download the free Guardian app to get the most important news notifications Due to the difference in reporting times between states, territories and the federal government, it can be difficult to get a current picture of how many confirmed cases of coronavirus there are in Australia. Here, we’ve brought together all the figures in one place, along with comparisons with other countries. Continue reading... from Datablog | The Guardian https://ift.tt/3g6lIO8 via IFTTT
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What Kind Of Data Do Stock APIs Provide

If you invest in the stock market, you’ve probably developed an array of strategies meant to support your financial well-being, and data surely figures in as a prominent part of that plan. Where do you get your data, though? Left to your own devices, it can take a great deal of work and organization to aggregate the necessary information to make smart trades. Luckily, with the help of one of today’s popular APIs, you don’t have to. API 101 An application programming interface (API) is a digital tool used for a variety of financial tasks, and that has particular value when dealing with the stock market – and there are many different APIs, as well as options for developing your own. When choosing a stock API, however, you’ll want to reflect on your own investment strategy, as well as the various functions embedded in the platform. Depending on your preferences, you’ll want to consider top stock market APIs like Alpha Vantage, Xignite, and Polygon, among others. The data available via
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Future-Proofing Your Data Science Team

[This article was first published on RStudio Blog , and kindly contributed to R-bloggers ]. (You can report issue about the content on this page here ) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Photo by Brian McGowan on Unsplash This is a guest post from RStudio’s partner, Mango Solutions As RStudio’s Carl Howe recently discussed in his blog post on equipping remote data science teams , with the rapidly evolving COVID-19 crisis, companies have been increasingly forced to adopt working from home policies. Our technology and digital infrastructure has never been more important. Newly formed remote data science teams need to maintain productivity and continue to drive effective stakeholder communication and business value, and the only way to achieve this is through appropriate infrastructure and well-defined ways of working. Whether your workforce works remotely or otherwise, centralizing platforms and enabli
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Federal Court In Wisconsin Upholds Voting Restrictions Favored By Republicans

An appeals court found in favor of limits on early voting and restored a requirement that residents must live in a district for 28 days, instead of 10 days, to be eligible to vote there. News : NPR https://ift.tt/2NG1FKr June 30, 2020 at 06:25AM
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one bridge further

[This article was first published on R – Xi'an's Og , and kindly contributed to R-bloggers ]. (You can report issue about the content on this page here ) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. J ackie Wong, Jon Forster (Warwick) and Peter Smith have just published a paper in Statistics & Computing on bridge sampling bias and improvement by splitting. “… known to be asymptotically unbiased, bridge sampling technique produces biased estimates in practical usage for small to moderate sample sizes (…) the estimator yields positive bias that worsens with increasing distance between the two distributions. The second type of bias arises when the approximation density is determined from the posterior samples using the method of moments, resulting in a systematic underestimation of the normalizing constant.” Recall that bridge sampling is based on a double trick with two samples x and y from two (unnor
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Arizona Issues New Shutdown Order As Coronavirus Cases Spike

Gov. Doug Ducey, citing thousands of new cases in the state, issued an order shutting down bars, theaters, gyms and water parks for at least 30 days. (Image credit: Michael Chow/AP) News : NPR https://ift.tt/3eLwg55 June 30, 2020 at 04:22AM
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With Big Summer Films Delayed, AMC Theatres Puts Off U.S. Reopening

The largest U.S. movie chain is resuming operations at approximately 450 U.S. locations on July 30, two weeks later than previously announced. It's matching delays by movie producers. (Image credit: Amy Sussman/Getty Images) News : NPR https://ift.tt/38blBhy June 30, 2020 at 04:17AM
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Embracing Variation and Accepting Uncertainty (my talk this Wed/Tues at a symposium on communicating uncertainty)

I’ll be speaking (virtually) at this conference in Australia on Wed 1 July (actually Tues 30 June in our time zone here): Embracing Variation and Accepting Uncertainty It is said that your most important collaborator is yourself in 6 months. Perhaps the best way to improve our communication of data uncertainty to others is to learn how to better communicate to ourselves. What does it mean to say to future-you: “I don’t know”? Or, even more challenging, “I know a little but I’m not completely sure”? We will discuss in the context of applications in drug testing, election forecasting, and the evaluation of scientific research. from Statistical Modeling, Causal Inference, and Social Science https://ift.tt/3ic1sfX via IFTTT
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WHO Chief On COVID-19 Pandemic: 'The Worst Is Yet To Come'

Speaking at a briefing in Geneva, Tedros Adhanom Ghebreyesus said: "We all want this to be over. We all want to get on with our lives. But the hard reality is this is not even close to being over." (Image credit: Fabrice Coffrini/AFP via Getty Images) News : NPR https://ift.tt/3eFMpZQ June 30, 2020 at 02:47AM
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The Atlantic Daily: The President’s Plague

Every weekday evening, our editors guide you through the biggest stories of the day, help you discover new ideas, and surprise you with moments of delight. Subscribe to get this delivered to your inbox . GETTY / THE ATLANTIC Trump’s role as chief executive is inextricable from his status as an incumbent facing tough reelection prospects . A new uptick in U.S. coronavirus cases raises more questions about his ability to guide the country in this moment. Below, four writers analyze the state of the coronavirus response, the state of the campaign, and the places where those efforts intersect: The White House botched its early pandemic response . If the National Transportation Safety Board investigated it like a plane crash, they’d find that “this was a journey straight into a mountainside, with countless missed opportunities to turn away,” James Fallows, a longtime aviator and Atlantic writer, concludes, having spoken with 30 experts for this piece.   And now Trump bears responsi
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This Stone Age man's jawless skull was found on a spike: Here's what he looked like

We may never know why the skull of a Stone Age man ended up on a stake in a mysterious underwater grave 8,000 years ago, but thanks to a new facial reconstruction, we can see what he probably looked like before he died. FOX News https://ift.tt/2NGiHYK June 29, 2020 at 12:00PM
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Trump’s Blank Vision for a Second Term

For a president who narrates his fleeting thoughts, Donald Trump has been conspicuously silent about one looming question: what he might do in a second term. There’s civic value, of course, in telling voters how he might dig out of the current economic calamity or end a pandemic that’s worsening by the day. But the emptiness of Trump’s message is an important reason his reelection prospects have soured. Trump has one imperative in the November election, really only one way to win. He needs to make the race a choice between himself and Joe Biden, rather than an up-or-down verdict on his own performance and persona. And he’s not doing that. Strip out the hyperbole and boasts, the theatrics and insults, and not much is left in Trump’s campaign messaging to guide the undecided voter who might wonder how the president’s second term would stack up to Biden’s first. This week, a friendly interviewer asked in the gentlest of terms what Trump has in mind for America if he wins. He gave no real
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Simulating Spectroscopic Data Part 1

[This article was first published on R on Chemometrics & Spectroscopy using R , and kindly contributed to R-bloggers ]. (You can report issue about the content on this page here ) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. It is well-recognized that one of the virtues of the R language is the extensive tools it provides for working with distributions. Functions exist to generate random number draws, determine quantiles, and examine the probability density and cumulative distribution curves that describe each distribution. This toolbox gives one the ability to create simulated data sets for testing very easily. If you need a few random numbers from a Gaussian distribution then rnorm is your friend: rnorm(3) ## [1] -0.4311683 -0.1332959 -2.2088263 Imagine you were developing a new technique to determine if two methods of manufacturing widgets produced widgets of the same mass. 1 Even before the widget
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Visualizing Principle Components for Images

[This article was first published on R – Hi! I am Nagdev , and kindly contributed to R-bloggers ]. (You can report issue about the content on this page here ) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Principle Component Analysis (PCA) is a great tool for a data analysis projects for a lot of reasons. If you have never heard of PCA, in simple words it does a linear transformation of your features using covariance or correlation. I will add a few links below if you want to know more about it. Some of the applications of PCA are dimensional reduction, feature analysis, data compression, anomaly detection, clustering and many more. The first time I learnt about PCA, it was not easy to understand and quite confusing. But, as I started to read about its applications in research papers, I started to get curious and try them all out. Now, I use it for most of my projects as a pre-processing step. I recently added this t
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