Also: Should Data Scientists Model COVID19 and other Biological Events; Learning during a crisis (Data Science 90-day learning challenge); Data Transformation: Standardization vs Normalization; DBSCAN Clustering Algorithm in Machine Learning; Find Your Perfect Fit: A Quick Guide for Job Roles in the Data World

Stanford economist Nicholas Bloom discusses the research he's conducted showing what’s really driving the growth of income inequality: a widening gap between the most successful companies and the rest, across industries. In other words, inequality has less to do with what you do for work, and more to do with which specific company you work for. The rising gap in pay between firms accounts for a large majority of the rise in income inequality overall. Bloom tells us why, and discusses some ways that companies and governments might address it. He’s the author of the Harvard Business Review article, “Corporations in the Age of Inequality.” For more, visit hbr.org/inequality.

Melinda Gates, cochair of the Bill & Melinda Gates Foundation and founder of Pivotal Ventures, is committing $1 billion over the next ten years to advance gender equality. She says evidence shows it's the best way to drive economic development in nations and performance in companies. She shares her own stories as a female executive at Microsoft, a working mother, and a nonprofit leader learning from women around the world. Gates is the author of the HBR article "Gender Equality Is Within Our Reach."

Michelle King, director of inclusion at Netflix, says it’s time to stop telling women to adapt to the male-dominated workplace and time for the workplace itself to change. Her prior academic research shows that diversity training and anti-harassment efforts address important issues but fall short of creating gender equality in organizations. She identifies the real obstacles and shares how leaders can create a culture of equality at work, for women and men alike. King is the author of the book "The Fix: Overcome the Invisible Barriers That Are Holding Women Back at Work.”

Jim McKelvey, entrepreneur and cofounder of Square, says that most companies that think of themselves as innovative are really just copycats. True innovation, he argues, is about fearlessly exploring novel solutions and dramatically expanding markets. Doing so also helps startups defend their innovations against industry giants, as Square did against Amazon. McKelvey is the author of the book “The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time.”

Harmon Brothers is the name of the social media ad agency that created the unforgettable Squatty Potty video spot. They've cranked out a number of other ads that also went viral (Poo-Pourri, Purple mattresses, Chatbooks, Lume deodorant), helping propel those businesses into multimillion dollar companies.

To help product companies that are struggling during the downturn, Harmon Brothers has announced they're giving away, sweepstakes-style, a $100,000 video marketing campaign. As long as you've got "a product or service that solves a real problem for real people," you're eligible to apply to their "$100K Poop to Gold Giveaway," as it's called.

Ten semifinalists will be chosen, and the Grand Prize winner gets the free campaign. But the other nine aren't left to hang: They get free coaching and/or a year of free access to the online Harmon Brothers University, where they've distilled their formula for going viral into online lessons.

Here are the details of how to enter:

AP Photo/Evan Vucci

• More than a dozen people who may work near President Trump and Vice President Pence have tested positive for the coronavirus this week.
• On Friday, Pence's press secretary Katie Miller tested positive for the virus. Eleven Secret Service agents have also tested positive for COVID-19, along with one of President Trump's valets. Ivanka Trump's assistant has also caught the coronavirus, but that person has been working remotely for weeks. 
• Because the virus spreads easily when people are in close contact, the US Centers for Disease Control and Prevention urges anyone who's been exposed to someone who's caught the coronavirus to stay home for 14 days.
• FDA Commissioner Stephen Hahn, who worked with Miller recently, said he'll stay home for the next two weeks, but the President and Vice President remain out and about. 
• Visit Business Insider's homepage for more stories.

The coronavirus arrived at the White House this week.

Vice President Mike Pence's Press Secretary, Katie Miller, tested positive for the virus on Friday. 

See the rest of the story at Business Insider

See Also:

• The US taught the world public health. Now it's getting schooled.
• New research found coronavirus antibodies in over 99% of recovered patients. Here's what science says about immunity.
• The CDC is warning of potential measles outbreaks as kids miss getting vaccines while in lockdown

NECA is pleased to report that the U.S. Treasury Department released new guidance on April 7, 2020, clarifying that companies with under 500 employees do qualify for loans under the new Paycheck Protection Program (PPP). This change comes after association staff raised concerns with Congressional leaders and officials at the Small Business Administration and the Department of Treasury.

The new Qualified Business Income (QBI) deduction is an area of tax reform that may affect how some business owners structure their entities. This new deduction puts flow-through businesses on a level playing field with C Corporations. In its simplest… Read More

The post Tax Reform for Businesses: Qualified Business Income Deduction appeared first on Anders CPAs.

1. Administration Calls for Additional Funding for PPP

One of the most popular programs created in the CARES Act, the Paycheck Protection Program (PPP), has released over $70 billion to small businesses to help them remain viable during this pandemic. Due to the large demand, the Administration has requested additional funding for that program in a letter to Congressional leaders.

NECA’s look Ahead: Senate Democrats requested an additional $250 billion for hospitals and local governments in addition to funding for the PPP while Republican leaders argued that funding for the PPP is the only account that requires additional immediate funding at this time. The Senate adjourned on April 9, 2020 unable to pass additional funding for the PPP under unanimous consent.

2. Treasury Guidance Clarifies Qualifications for PPP Borrowers

With the passage of the CARES Act, many agencies have been scrambling to enact the reforms and programs developed in rapid time. One such program, the Paycheck Protection Program, which allows substantial loans to be granted under favorable terms by the Small Business Administration, came under scrutiny for potentially requiring businesses to meet both size and revenue requirements instead of just the size requirements (under 500 employees) originally required. While this scrutiny came from an over-cautious interpretation of an earlier guidance, the Treasury Department offered additional guidance to make it clear to borrowers that they may meet either the revenue standards listed under a given NAICS code or qualify by having less than 500 employees. 

NECA’s Look Ahead: NECA worked with key leaders once the CARES Act was signed into law to attain greater clarity on this issue for our contractors. This new change will give NECA contractors the predictability they need to move forward with the new SBA loan program. We will continue to monitor the implementation of the CARES Act and continue to maintain in constant conversation with Congressional staff and agency officials to communicate the needs of our members. 

3. DOD Releases Rule on Payment to Small Business Contractors

Earlier this week the Department of Defense (DOD) released a final rule on the defining and implementation of accelerated payments to classified small businesses under DOD contracts. The rule (DFARS Case 2018–D068) which finalizes the implementation of a section from 2019’s National Defense Authorization Act urges the federal government to pay small business contractors within 15 days of the receipt of a proper invoice. While this is only a goal for the federal government and not a direct mandate, which NECA advocated for in the past, we view this final rule and its upcoming full implementation as a positive step forward.

NECA’s Look Ahead: We encourage NECA contractors to read the final rule and monitor its implementation on DOD contracts. With your feedback and on-the-ground experiences, we will be better able to make lawmakers and agency officials aware of its progress.

Quality Assurance Manager We’re looking for a QA Manager who has a passion for shipping games and an eye for detail. Your responsibility will be to organize and track the team’s QA process, including playtesting feedback, bug tracking, localization & platform certification. We’re looking for someone who can catch and address problems quickly and effectively, can communicate with anyone on the team to get results, and has a deep understanding of our production process. Come help us build better things! Your Role   Consistently playtesting our levels and helping keep builds updated and maintained Organizing external playtests and tracking resulting bugs and feedback Working with remote QA teams and managing bug-tracking software Managing & tracking localization & platform certification tasks Communicating with project leads to address the QA task backlog Creating and managing tasks while also identifying, tracking and addressing risks Work with the publisher to ship the game on multiple platforms Requirements Experience with bug-tracking systems (such as DevTrack, JIRA or BugZilla) Experience shipping at least one game on PC and/or console Experience with localization & platform cert processes Previous QA experience on games - at least 2 years on PC or console Experience with milestone tracking Knowledge and familiarity with Agile and Scrum development framework Strong reading, writing and spelling skills Strong technical aptitude A passion for games - third person action and platformer games particularly Ample experience with current generation of gaming consoles Excellent organizational skills Independently motivated Excellent communication skills and assertive attitude Authorized to work in the US Currently local to the Los Angeles area, or willing relocate Bonus QA experience in a large team environment Any additional and related skills in games (illustration, modeling, writing, production) Experience with Unreal 4   To apply Send your application to jobs@heart-machine.com with the title "QA Manager".    Please include specific skills you would bring to a new project, as well as any links to current and/or past projects and your resume.

Since bad data can adversely affect the business, it is crucial to learn proactive measures to combat and treat it at its source

With better address data, the city added more than 300 missing addresses to the Census file provided by the federal government

Collaboration between Delighted, a Qualtrics company, and Amazon Business empowers organizations of all sizes to listen, understand, and act on customer feedback in real-time

Developer and SEO/marketing teams can proactively test web pages for SEO impact

Heightens performance of information workers in the digital workplace?

Brand Equity: In conversation Erik Qualman, Author (Digital Leaders are made,not born)

Seeking to allay concerns, the sources said that government is ready to redeem $20 billion FCNR-B deposits as there is adequate forex reserves.

With consumer outlets being shut, fashion brands and retailers have taken an enormous hit to their bottom line and cash reserves. But the worst hit were the factory workers, of which almost 85% are women, who typically earn below living wages and do not accumulate any savings.

Ericka L. Fink, MD, discusses her latest article published in Pediatric Critical Care Medicine

Margaret Parker, MD, MCCM, speaks with Claudia Delgado-Corcoran, MD, MPH

Margaret Parker, MD, MCCM, speaks with Christina L. Cifra, MD. Dr. Cifra is a Pediatric Intensivist and an Assistant Professor in the Department of Pediatrics at the University of Iowa Carver College of Medicine in Iowa City, Iowa.

Margaret Parker, MD, MCCM, speaks Mark Duffett, PhD, about the article, High-Quality Randomized Controlled Trials in Pediatric Critical Care: A Survey of Barriers and Facilitators, published in the May 2017 issue of Pediatric Critical Care Medicine.

Margaret Parker, MD, MCCM, speaks with Dana E. Niles, MS, about the article Characterization of Pediatric In-Hospital Cardiopulmonary Resuscitation Quality Metrics Across an International Resuscitation Collaborative, published in the May 2018 issue of Pediatric Critical Care Medicine.

A law requiring 120 days' stay in India to claim Non-Resident Indian (NRI) status needs to be changed, an association representing NRIs has demanded, citing economic disruptions due to the coronavirus pandemic.

IT service companies and consultancies, which normally place people at third-party locations, reported higher visa denial rates than US technology firms, as has been the case over the past few quarters. Cognizant (60 per cent), Infosys (59 per cent) and Deloitte (40 per cent) had the highest number of denials in the top 25 list.

India's Q3 FY20 GDP growth inches up at 4.7% vs 4.5% in previous quarter

What began in March as a small camp consisting of about a couple dozen homeless adults has now swelled to more than 100 residents in tents. Known as "Camp Quarantine," the fast-growing encampment has raised alarms over the health of the camp residents amid the coronavirus pandemic. Construction crews will begin installing a large metal fence around a homeless camp. Police are also expected to be on site too. The fence is being erected to contain the growth of the sprawling camp, which now has about 100 residents in rows of tents. The camp is located on Met Council property along the light-rail line near E. 28th Street and Hiawatha Avenue.

The National Park Service (NPS) is seeking public input on an Expanded Non-native Aquatic Species Management Plan and Environmental Assessment (EA) in Grand Canyon National Park (GCNP) and Glen Canyon National Recreation Area (GCNRA) below the Glen Canyon Dam. Public scoping will be held for a 30-day period from November 15 to December 14. https://www.nps.gov/grca/learn/news/nps-public-scoping.htm

The National Park Service (NPS) is seeking public comment on an Expanded Non-native Aquatic Species Management Plan and Environmental Assessment in Glen Canyon National Recreation Area (Glen Canyon NRA) and Grand Canyon National Park below the Glen Canyon Dam. Public comments will be accepted for a 30-day period from Sept. 11 to Oct. 11, 2018. https://www.nps.gov/grca/learn/news/nps-seek-public-comment-expanded-non-native-aquatic-species-mgmt-plan.htm

The National Park Service approved a plan to protect native fish and other aquatic species in the Colorado River below the Glen Canyon Dam within Glen Canyon National Recreation Area and Grand Canyon National Park. https://www.nps.gov/glca/learn/news/10092019.htm

The Swedish furniture chain published the ingredients and instructions for the saucy meatball dish to their social media pages this week.

The post IKEA Publishes Meatball Recipe for Devoted Fans in Quarantine Pining After the Store’s Beloved Cafés appeared first on Good News Network.

Visibility in parts of southern Ontario, Canada, was severely affected as a snow squall blanketed areas of the province — including the town of Barrie — on May 9, reports said . A frost advisory notice was issued for the area by the Canadian government, warning that “near or below freezing temperatures” were expected through Wednesday, May 13. Reports said that the unseasonable snowfall can be attributed to a polar vortex sweeping over the region. Canadian astronaut Chris Hadfield posted a video of snow falling outside his Ontario home, saying, “It’s May 9. Cut it out.” This video, filmed by local resident Tom Eves, shows a snow squall in Barrie, north of Toronto. “Well what can you do but laugh,” wrote Eves on Twitter. Credit: Tom Eves via Storyful

The British government has told airlines it will introduce a 14-day quarantine period for most people arriving from abroad to try to avoid a second peak of the coronavirus pandemic, an association representing the airlines said on Saturday.

Tanner Howe, a singer-songwriter from Huntington Beach, hoped that his performances would brighten up isolating neighborhoods—and he was 100% correct.

The post Musician Uses Truck Bed to Play Drive-By Concerts for Friends in Quarantine – and the Video is Incredibly Heartwarming appeared first on Good News Network.

Production of high-quality water is a vitally important ecosystem service in the largely semiarid interior Columbia River basin (ICRB).

Two series of single and stereo photographs display a range of natural conditions and fuel loadings in post-hurricane forests in the southeastern United States. Each group of photos includes inventory information summarizing vegetation composition, structure and loading, woody material loading and density by size class, forest floor loading, and various site characteristics. The natural fuels photo series is designed to help land managers appraise fuel and vegetation conditions in natural settings.

A circular menu with CSS3 enhancements.

Using just CSS to produce a circular menu divided into quadrants.

Provides current information on lumber and plywood production and prices; employment in the forest industries; international trade in logs, lumber, and plywood; volume and average prices of stumpage sold by public agencies; and other related items.

Provides current information on lumber and plywood production and prices; employment in the forest industries; international trade in logs, lumber, and plywood; volume and average prices of stumpage sold by public agencies; and other related items.

This year’s Magnum Photos and Aperture Square Print Sale, entitled Hidden, is underway right now. For $100, you can get a 6×6-inch museum-quality print from one of 120 modern and contemporary photographers, including Elliott Erwitt, Elinor Carucci, Joel Meyerowitz, Todd Hido and many more. Most of the photos offered are signed by the photographer; others—from […]

The post Magnum/Aperture Square Print sale appeared first on Complete Digital Photography.