#Electronic Health Records in Naples

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https://niftyhms.com/blog/electronic-medical-records-for-clinics-in-naples/

[paulbenedictblog]

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Usa today The Backstory: When the news becomes too much, look around, there is help

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I'm USA TODAY editor-in-chief Nicole Carroll, and here's The Backstory, insights into our biggest stories of the week. At the same time as it's good to get The Backstory in your inbox a week, register here.

Usa today In per week of pretty footage, this one stood out: The massive Navy hospital ship USNS Comfort sailing into Contemporary York Harbor, flanked by police boats, gliding by the Statue of Liberty.

It was as soon as there to bear interplay on non-coronavirus instances, to attend overrun Contemporary York Metropolis hospitals.

In Central Park, an emergency self-discipline hospital rose, 14 white tents staffed by a workforce of 72 doctors, nurses and diversified health care workers from Samaritan's Purse, an evangelical Christian catastrophe reduction group. Makeshift hospitals had been also underway in the Javits Convention Center in Lengthy island and the Billie Jean King National Tennis Center in Queens.

Retired nurses, doctors and therapists returned to work. Clinical colleges graduated college students early, in bid that they could maybe match to work.

The top of the Empire Sigh Building flashed crimson, a 1,400-foot-high heartbeat within the sky, to thank all these on the entrance lines.

Around the town, every night time at 7 p.m., folks stood out of doors to clap for clinical workers.

Usa today Around the nation, folks keep teddy bears in home windows for children to procure on walks. Teachers drove via neighborhoods to wave at college students, to relate them or no longer it's OK, we're aloof here. 

When a health care provider was as soon as pulled over for speeding in Minnesota, the police officer gave her five masks as a exchange of a tag.

When a 5-yr-broken-down's birthday occasion was as soon as canceled in Eatontown, Contemporary Jersey, fire vans paraded down his avenue to abet him bear a great time. 

When a flower store in Naples, Florida, had a wave of canceled orders, the proprietor loaded up buckets of new vegetation and drove around the town, giving them away.

An 87-yr-broken-down Warwick, Rhode Island, lady known as police Friday because she had no meals within the dwelling and the community heart could maybe not abet her till Monday. An officer requested for her record and went procuring. 

In Milan, Michigan, neighbors step out facet each night time at 7 p.m. and sincere smile and wave to each diversified.

In Indianapolis, they utter.

Usa today In every city, in every neighborhood, on every block, folks are offering to abet, to compose what they'll.

Usa today We are, too. 

The United States TODAY Network has extra than 5,000 journalists across the nation masking this disaster for their communities. The final coverage is free out of doors paywalls at extra than 250 knowledge sites.

USA TODAY is not very any longer within the relief of a digital paywall. As well to, we provide a free, day-to-day coronavirus e-newsletter. (Register at newsletters.usatoday.com.)

We are portion of the communities we duvet and are desirous to serve our neighbors. So our firm created a internet dwelling, supportlocal.usatoday.com, that connects a full bunch of runt businesses and the these that would favor to serve them by procuring gift certificates. 

We know you are timid about your job, your mortgage, your funds. The hardships hit home this week when our firm, Gannett, introduced cost-lowering measures, including furloughs for journalists. 

We get it. We bear assembled an expert community of journalists to reply to your questions about unemployment, the stimulus and your rights. Our Money workforce will respond questions in your advantages and funds. Our Washington workforce will enable you to with the federal stimulus method. Be conscious of us your interior most finance strike workforce. That it's likely you'll anticipate questions at money.usatoday.com. We are going to respond them there as neatly. 

We also know here's extra special. Truly extra special.

You, your chums or family shall be sick (now we bear sick co-workers, too.) The children are home, and you are trying to gaze or educate them at the same time as you work (us, too.) That it's likely you'll very neatly be piquant too mighty and no longer getting ample advise. (Ditto).

It helps to hold that you are no longer by myself. We bear started a e-newsletter, "Staying Apart. Collectively," to fragment strategies (here is one on sleep), diversions (listed below are 10 mighty livestream reside presentations) and how-tos – issues to invent dwelling more straightforward all via this unparalleled time. We even created a guided meditation, difficult you to quit, relax your mind and breathe. That it's likely you'll register for the free e-newsletter here.

Because the stress builds, because the times get more challenging, we're here to abet.

It be our mission. It be what we compose.

Photojournalist Lola Gomez at the Austin American-Statesman, portion of the united states TODAY Network, was as soon as hospitalized this week with COVID-19. She reported the data in a video from her hospital bed. 

"I wanted to fragment my legend as a journalist and a typical human being that nobody is exempt from this," she texted Thursday. "If (folks) don’t deem in knowledge, they could maybe aloof deem in these that are telling their possess stories of being sick with COVID-19 and in doctors and nurses telling their stories about how they're struggling to address sufferers."

She made the a similar plea in her video: "Try to be taught the factual method," she acknowledged. "Files journalists, photographers videographers ... are working – I point out even extra than 40 hours per week – to get you the data as soon as they bear it. So engage care of your self." 

Backstory: Questioning authority in times of disaster is not very any longer unpatriotic. It be severe.

Backstory: We're at a severe moment on the coronavirus curve. Empower your self with facts.

Nicole Carroll is the editor-in-chief of USA TODAY. Reach her at EIC@usatoday.com or discover her on Twitter here. Thanks for supporting our journalism. That it's likely you'll subscribe to our print edition, ad-free experience or electronic newspaper replica here. 

Read or Portion this legend: https://www.usatoday.com/legend/conception/2020/04/03/backstory-coronavirus-folks-helping-out-clinical-friendship-in-times-of-need/5100466002/

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5 Laws That'll Help The Pictures Of Decorative Concrete Pool Decks Industry

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Stamped Concrete Overlay – A skinny layer of this concrete overlay is used over a clear concrete surface area. Contractors then incorporate concrete stamp patterns and textures using a patterned mat depending on the style and design most well-liked by the ground owner.

- JoAnne M. A J & J Purely natural Stone It absolutely was a Pleasure to observe and work Along with the gifted and Expert worker's. It had been fascinating to observe these "artist's" do their job in a specialist and professional way. I really recommend this Enterprise! - Marie N. A J & J Pure Stone they did An impressive career. Our neighbor named to inform us how attractive it seemed. It is excellent to realize that  workers can be so comprehensive and dependable even in tne absence from the homeowner.The task appears beautiful. - Dorothea A. A J & J Purely natural Stone J & J Natural Stone Inc. did what they mentioned they were being likely to do. The value was what they reported it would be. The personnel cleaned up just after by themselves. They were Superb about not monitoring things in though they were Doing work. I used to be very pleased with the services. - Sheryl D. C The Restore Physician Inc. There was a conversation issue.  Mr. Ventamiglia reported, on multiple celebration, that he was unable to arrive at us. We despatched him call again messages and emails and he would at some point answer.  Eventually conversation from him, he emailed us to claim that he made an effort to get us on his cellphone but couldn't get us.  This was, I feel, in reaction to our email asking him to acquire maintain of us.  The email response was a few days soon after we experienced despatched our electronic mail to him.  Finally, we decided to choose A different company to possess the work performed.  It just turned far too much of a hassle to speak. We do have a tough line which happens to be in good Operating buy and have not experienced any problems with Other individuals leaving us messages.  We've been delivering this info in response to Angie's Record inquiry, score the do the job functionality of your Restore Health practitioner, Naples, FL Jack and Judy Allamanno - Jack A. A J & J All-natural Stone They were Excellent.  His employees was very good.  We ended up just thrilled. They had been very prompt and economical. They cleaned up the jobsite and it appeared like they have been under no circumstances in this article! They were just terrfic. - JoAnne I. A Naples Pool Builders Inc Our experience was an excellent one particular within the time they first walked during the yard and achieved Together with the  design and style staff, to very last Friday once we could leap inside the h2o for the first time. We aren't only incredibly satisfied with our new remodel pool but also particularly appreciative of the outstanding company. Anytime we endeavor to tackle A serious challenge such as this, it can be regular to check numerous issues or delays along how —not so with Royalty Pools, Feel free to own any of your probable new customers Speak to us for a fantastic reference! - Lori C. Be part of Angie's Listing to look at supplier's name.

– Using the most advisable acrylic coating, your higher than floor or in-floor pool surfaces can be at ease to wander on, effortless to clean and have to have small maintenance. Spray-down concrete resurfacing provides a distinct texture that southern California inns, water parks, and homeowners have dependable since the nineteen seventies.

The colour of your respective knockdown spray deck is often wholly individualized (rather than restricted to the colour chart). Something to always Take into account, while, is that a concrete solution colored with your desired colour selection will be marginally distinctive than a paint that receives placed on The within or outside of your own home. We normally attempt to alert clients that an actual match is not likely.

BBB Small business Profiles are furnished exclusively to assist you in performing exercises your own greatest judgment. BBB asks third parties who publish grievances, reviews and/or responses on this Web page to affirm that the data supplied is accurate.

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Increasing a house’s outdoor dwelling space is a major craze, and countless newer residences have next or 3rd stage decks with House underneath that is essentially shed. LockDry®

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Of course, you should also be able to insert other features – palm trees, waterfalls and rock capabilities are all popular with Tampa space homeowners. Moreover, you might like to add a gazebo, a small wading pool or Several other characteristic for your concrete pool deck, as well.

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Eight ways wine will change in 2020 - more lifestyle

What a decade this has been for wine—both good and bad.The 2010s saw the rise of serious global concern (at last!) about the effect of climate change on wine. That will continue big time, especially with 2019’s scorching heat waves in France and catastrophic fires in Sonoma, Calif., and South Australia.The rosé juggernaut of the past decade continues, as luxury players move in to Provence. LVMH acquired two rosé producers last year, including a majority share of Château d’Esclans, maker of ubiquitous Whispering Angel. Chanel, owner of three Bordeaux châteaux, snapped up Domaine de l’Ile.Natural wine captured the zeitgeist of the decade, which ended with trade wars slamming wine in the form of U.S. tariffs on French, German, and Spanish reds and whites, with the uncertainty of more to come in 2020. Brexit is still a problem, and wine caves, once a major tourism attraction in Napa, Calif., turned into political footballs. (Tip for cave owners: Don’t turn on the chandelier.)Hard seltzer also captured hearts, minds, and tongues this past year, with sales surging 210% in the U.S. To my dismay, they’re poised to triple by 2023, according to the drinks market analysts at IWSR. Why not make wine spritzers?On the plus side, fizz continues to effervesce, even though the French are drinking much less Champagne. To supply ever-increasing global demand (and at lower prices), Brazil, California, New Zealand, Oregon, and Tasmania are producing better sparklers than ever.At least, unlike the roaring ’20s of a century ago, 2020 won’t begin with Prohibition.Here’s what else I see in my crystal glass for 2020:- Global warming will ramp up wine experiments everywhereYou’ll see the bottled results of dozens of experiments, and more will be started. Sparkling wine from Nova Scotia? Definitely. Historic and new hybrid grapes that can cope with heat better? Spain’s Torres winery is on it; ditto Bordeaux, Champagne, and Napa. Fresher, brighter whites from high-altitude vineyards? Look to Chile and Argentina, including even the cold extremities of Patagonia.- Unfussy piquette will become a thingCasual, low-cost, and low-alcohol drinks that offer gluggable simplicity are having a moment, and they’ll be even more important in 2020.The fashion for pét-nats (pétillant naturel wines) and even hard seltzer (ugh!) are part of this trend. The latest addition is piquette, a worker’s drink popular centuries ago. Not technically a wine, it’s made by fermenting pomace—the leftover skins, seeds, and stems of grapes—to create a drink that’s 4% to 9% in alcohol with light bubbles to perk it up. It’s zippy and refreshing, akin to a sour beer. Wild Arc Farm in the Hudson Valley released four in 2019, including one in cans.- You’ll learn about wine in spaceThe past decade has seen wineries experiment with aging their wines under the sea. For 2020 and beyond, they’ll look to space.This past November, Luxembourg-based Space Cargo Unlimited started a project that sent bottles of red wine to the International Space Station to be aged for 12 months. The idea is to investigate how exposure to more radiation and microgravity affect the evolution of a wine’s components. When the wine returns, the University of Bordeaux will analyze it and compare it with wines aged on Earth.- The no- and low-alcohol movement will gain a foothold The health and wellness craze will affect wine beyond the idea of “Dry January.” Cutting back on how much you imbibe will be one of the biggest drinks trends of 2020, according to London-based retailer Bibendum. Alcohol-free Real Kombucha, introduced in 2017, is now available at more than 50 Michelin-starred restaurants and touted as an alternative to sauvignon blanc.Expect a boost of interest in organic and biodynamic wines—“health-focused” wine club Dry Farm Wines claims its offerings are all-natural and lab-tested for purity—as well as those naturally low in alcohol, such as riesling, lightly fizzy Spanish txakoli, and slightly sweet Italian moscato d’Asti. All are far more delicious and just as healthy as wines from “clean wine” companies such as FitVine. - You’ll buy luxury wines from vending machinesInsert token, receive a small bottle of Moët & Chandon brut or rosé. What could be simpler? Nabbing a bottle at a test machine in the Ritz-Carlton in Naples, Fla., was cheaper, more convenient, and more fun than waiting for room service. New York got its first machine in October, and in 2020 Moët plans to spread 100 of them across the U.S. (You can even buy your own—$35,000 at Neiman Marcus—but stocking it with 360 mini-bottles costs extra.)The machines reflect the growing demand for instant access, even for luxury wines. Expect other wine companies to jump on this bandwagon. But because of France’s alcohol laws, don’t look for one in Paris.- Enotourism will get biggerFor starters, a €100 million ($112 million) World of Wine project is opening in 2020 across the Douro River from the city of Porto. The Fladgate Partnership, owner of several top port houses, is transforming 300-year-old warehouses into a series of wine experiences including a wine school and cork museum.In France, Champagne Bollinger is opening its doors to the public via membership in its special Club 1829, Château Lafite Rothschild will open a new hospitality center and wine school at Château Duhart-Milon in time for harvest, and Burgundy breaks ground this month on its own Cité des Vins.But the most interesting new wine travel development is the global DIY winemaking timeshare the Vines Global. Membership will let aspiring vineyard owners test their mettle making wine in a dozen regions with top winemakers. It started in Tuscany’s Montalcino last September; next year it will add Priorat, Spain, and two other places, with more to come.Just want to see vineyards? The World’s Best Vineyards, a new annual ranking of the 50 most amazing ones to visit, will help you know where to go.- Wine packaging will surprise youNo longer a fad, canned wines are expected to reach sales of $4.6 billion by 2024. Now that canning has been normalized, and higher-quality wines skip the traditional glass bottle, keep a lookout for ever more innovative packaging: refillable, reusable jugs and flat bottles made from recycled plastic, as well as green-friendly components such as zero-carbon corks.As for the staid wine label, more than 500 wineries across the globe are turning to augmented reality to bring labels to life through apps. And in Washington state, Chateau Ste. Michelle’s new Elicit Wine Project will act as an innovation hub for brands to take an info-rich, creative look at names, labels, and bottle design; for instance, its Fruit & Flower brand comes in both cans and bottles with themed label images to mirror the flavors of the wine inside.- Wine shops will become less conventionalU.K. department store John Lewis has added bookable wine master classes. Stranger Wines in Brooklyn, N.Y., plays vintage vinyl records and is expanding to snacks, and Manhattan’s just-opened Peoples is a wine bar that doubles as a retail wine shop, even if they have to have separate entrances because of liquor laws.Nielsen predicts AR and virtual reality technology will transform wine shops with navigation apps and electronic shelf beacons. The future will surely bring artificial intelligence-powered robot assistants. At the same time, buying online via phone apps will soar, again helped along by new technology.But as the year progresses, I still have plenty of questions. Will wine lovers continue to lust after the wines LeBron James posts on Instagram? Will interactive wine lists on tablets take over in Michelin-starred restaurants? Will South Africa be the value region of the year? I’ll be watching and reporting on these stories and many more in 2020.(This story has been published from a wire agency feed without modifications to the text.)Follow more stories on Facebook and Twitter Read the full article

[thatsnotcanonpodcasts]

Two Years On - We Are Still Here - Greening, Dune & E.A.

Happy birthday to us, happy birthday to us, yep it is our 2nd birthday episode. We wish to say thank you to everyone who listens to us. We really appreciate all the support and encouragement we have received. It has been an amazing experience that we have all enjoyed on the Nerds team. Well, here is to another year of Nerdity and fun, we hope you enjoy everything as we continue to look for those items we enjoy learning about and discussing.

            First up this week Buck brings us news that Global Warming is being slowed by a phenomenon known as Global Greening. Apparently all the carbon emissions have provided a positive impact for the trees and plants. Now, this is only a small impact and not enough to celebrate with street parties, but still it is some good news. So with this news coming to light and in the wake of the recent bushfires in Australia it might be a good idea to plant some trees or bushes to help the environment. If nothing else it will give the computers and consoles a break for an hour or two.

            Next up DJ has the first reactions to the new Dune movie, and it is looking promising. Of course Professor and Buck being the fans they are have some reservations, but are excited to see the latest offering when it is released. There is the usual discussion about who might be the best option for director, what were the failures in the previous movies; and what were the successes from them as well. But hopefully one day an offering will be presented that is worthy of Frank Herbert’s legendary work. DJ continues with a discussion on the impact of the Coronavirus on the Chinese film industry. There have been major disruptions in the Chinese economy and a large section of the industry is on hold while China tries to combat this epidemic. We discuss the broad effects of this, but we wish everyone well and hope that this is contained and treated soon.

            Professor has a list of 14 new games that are planned to be released this next fiscal year by EA. We have a look at the offerings and discuss what we think is the most exciting or interesting of these releases. Now it might interest you to know that what we found as the most interesting games to look forward to. We will tell you, to find out listen in and learn what are the games being released that Professor is most interested to see. Also what game Buck thinks should move across to the EA studio catalogue; and what he thinks is an approach to the new Battlefield game if the crew behind Star Citizen were involved.

            As usual we have the Shout outs, Remembrances, Birthdays, and Events of Interest for the week. We invite you to check out MySongsSuck, with our man Alex Smith. Also there is there offering of The Story Chunder, which is sure to delight some and perchance disgust others. As always remember to take care of yourselves, look out for each other, and stay hydrated.

Global Greening

                - https://phys.org/news/2020-01-planet-greener-global.html

                - https://www.nature.com/articles/s43017-019-0001-x

First reaction to the new Dune movie are out

            -https://boundingintocomics.com/2020/01/30/early-reactions-to-denis-villeneuves-dune-describe-it-as-phenomenal-compared-to-lord-of-the-rings/

Next victim of the coronavirus hitlist…the Chinese film industry

            -https://www.hollywoodreporter.com/news/chinas-film-industry-takes-stock-market-beating-as-trading-resumes-coronavirus-crisis-1275718

EA’s plan for 2020…. release 14 games

            - https://www.gamesindustry.biz/articles/2020-01-31-ea-planning-to-publish-14-games-next-fiscal-year

Games Played

Professor

– Quake - https://store.steampowered.com/app/2310/QUAKE/ 

Rating – 2.5/5

Buck

– Hero Wars - https://www.facebook.com/herowarsgame/

Rating – 1.5/5

DJ

– Ironsight - https://store.steampowered.com/app/715220/Ironsight/

Rating – 2/5

Other topics discussed

One climate change prediction being wrong

- https://wattsupwiththat.com/2015/11/12/one-of-the-longest-running-climate-prediction-blunders-has-disappeared-from-the-internet/

Gulf Stream (warm and swift Atlanticocean current that originates in the Gulf of Mexico and stretches to the tip of Florida, and follows the eastern coastlines of the United States and Newfoundland before crossing the Atlantic Ocean as the North Atlantic Current.)

- https://en.wikipedia.org/wiki/Gulf_Stream

2019 Ozone Hole is the smallest since its smallest

- https://www.nasa.gov/feature/goddard/2019/2019-ozone-hole-is-the-smallest-on-record-since-its-discovery

World’s tallest timber tower in Norway

- https://www.dezeen.com/2019/03/19/mjostarne-worlds-tallest-timber-tower-voll-arkitekter-norway/

One way to curb climate change: suck carbon from the sky

- https://www.nationalgeographic.com/environment/2019/01/carbon-capture-trees-atmosphere-climate-change/

Petra (originally known to its inhabitants as Raqmu, is a historical and archaeological city in southern Jordan. The site appeared in films such as: Indiana Jones and the Last Crusade,Arabian Nights, Passion in the Desert, Mortal Kombat: Annihilation, Sinbad and the Eye of the Tiger,The Mummy Returns, Transformers: Revenge of the Fallen,Samsara and Kajraare.)

- https://en.wikipedia.org/wiki/Petra

Star Wars: The Rise of Skywalker (also known as Star Wars: Episode IX – The Rise of Skywalker) is a 2019 American epicspace opera film produced, co-written, and directed by J. J. Abrams.)

- https://en.wikipedia.org/wiki/Star_Wars:_The_Rise_of_Skywalker

Fremen (a group of people in the fictional Dune universe created by Frank Herbert.)

- https://en.wikipedia.org/wiki/Fremen

Bene Gesserit (a key social, religious, and political force in Frank Herbert's fictional Dune universe.)

- https://en.wikipedia.org/wiki/Bene_Gesserit

Dune (1984 American epicscience fiction adventure film written and directed by David Lynch and based on the 1965 Frank Herbert novel of the same name.)

- https://en.wikipedia.org/wiki/Dune_(1984_film)

The Chronicles of Narnia film series (The Chronicles of Narnia series of films is based on The Chronicles of Narnia, a series of novels by C. S. Lewis. From the seven books, three were adapted —The Lion, the Witch and the Wardrobe, Prince Caspian and The Voyage of the Dawn Treader.)

- https://en.wikipedia.org/wiki/The_Chronicles_of_Narnia_(film_series)

WHO: Coronavirus is now a public health emergency

- https://www.medicalnewstoday.com/articles/coronavirus-who-declares-global-virus-emergency

Briton who contracted Wuhan virus claims he beat illness with this drink : hot toddy

- https://www.express.co.uk/life-style/health/1237119/coronavirus-cure-uk-symptoms-virus-wuhan-hot-toddy-whisky-honey

Battlefield 2142 (2006 first-person shooter video game developed by EA DICE and published by Electronic Arts.)

- https://en.wikipedia.org/wiki/Battlefield_2142

Original Quake 1 Soundtrack by Trent Reznor

- https://www.youtube.com/watch?v=qVOHTGYoM6E

Longest single spaceflight in history by a woman, NASA astronaut Christina Koch returned to Earth.

- https://www.nasa.gov/press-release/record-setting-nasa-astronaut-crewmates-return-from-space-station

Junkers Ju 87 (German dive bomber and ground-attack aircraft. Designed by Hermann Pohlmann, it first flew in 1935. The Ju 87 made its combat debut in 1937 with the Luftwaffe's Condor Legion during the Spanish Civil War and served the Axis forces in World War II.)

- https://en.wikipedia.org/wiki/Junkers_Ju_87

My Songs Suck (TNC Podcast)

- https://thatsnotcanon.com/mysongssuckpod

Nick Cave: Selected Works featuring Your Man Alex Smith from My Songs Suck

- https://www.facebook.com/events/904564969910195/

The Story Chunder (The Story Chunder at Back Dock Arts. Every week a new lot of cunning linguists will spew forth their most entertaining stories for your delight or disapproval.)

- https://www.facebook.com/thestorychunder/

Shout Outs

- 31 January 2020 – Mary Higgins Clark died – https://www.nytimes.com/2020/01/31/books/mary-higgins-clark-dead.html?fbclid=IwAR1CCn7f-sSFWZavHhCCmJIuRNXPic-6SuB29yWK1_91B6sVUoLkbcZq-Ag

Mary Higgins Clark, a fixture on best-seller lists for decades whose more than 50 novels earned her the sobriquet Queen of Suspense. Ms. Higgins Clark, whose books have sold more than 100 million copies in the United States alone, was still writing until recently, her daughter said, and had a book published in November. Her heroes were most often female, her villains male, and she said that she wrote about “nice people whose lives are invaded.” There are, however, two things that won’t be found in her books — sex and profanity — and that choice was deliberate. “Let others decide whether or not I’m a good writer,” she said. “I know I’m a good Irish storyteller.”  She passed away at Naples, Florida at the age of 92.

- 3 February 1995 – Astronaut Eileen Collins becomes the first woman to pilot the Space Shuttle as mission STS-63 gets underway from Kennedy Space Center in Florida. - https://www.nasa.gov/image-feature/feb-3-1995-astronaut-eileen-collins-at-the-pilots-station-on-shuttle-discovery

Eileen M. Collins -- the first woman to pilot the shuttle -- is at the pilot's station during a "hotfiring" procedure prior to rendezvous with the Russian Mir Space Station. The successful rendezvous without docking brought Discovery to within 37 feet of the Mir; these flights through the Shuttle-Mir Program prepared the way for the International Space Station.

- 3 Febuary 2020 – Supernova 2020 coming to Adelaide - https://twitter.com/SupanovaExpo/status/1224125683351183360?s=20

Supanova will indeed be returning to Adelaide in 2020! After popular demand from the fans Supanova is going back to basics to bring a show that focuses predominantly on our Supa-Stars, and less on the extras that haven’t resonated as well with fans in S.A. Their return to Adelaide also sees a change to the scheduling of our Brisbane show, which will now run from 6-8 November 2020, with Adelaide the following weekend.

- 3 February 2020 – Gene Reynolds passes away - https://www.hollywoodreporter.com/news/gene-reynolds-dead-mash-lou-grant-director-producer-was-96-978156 

Gene Reynolds, the prolific director, producer and writer who was a driving force behind such socially conscious television series as M*A*S*H, Lou Grant and Room 222. Reynolds started out in Hollywood as a child actor at MGM in such movies as Boys Town (1938). Reynolds and Larry Gelbart created CBS' M*A*S*H, which was based on a novel by Richard Hooker and followed the Robert Altman film adaptation. "In directing, I'm always looking for the little humane touch. Something that is real. It could be very, very small," Reynolds said in a 2000 chat for the Archive of American Television website. "It could be a hand on the shoulder. It could be just an extra lingering look on somebody you care about and so forth, for just a fraction. It could be a reaction from somebody … I'm looking for humanity, really. And that goes with comedy or drama." He died at Providence Saint Joseph Medical Center in Burbank at the age of 96.

- 5 February 2020 – Kirk Douglas passes away - https://www.cnn.com/2020/02/05/entertainment/kirk-douglas-obit/index.html

Kirk Douglas, one of the great Hollywood leading men whose off-screen life was nearly as colorful as his on-screen exploits in movies like "Spartacus" and "Champion,". Michael Douglas said that his father's life "was well lived, and he leaves a legacy in film that will endure for generations to come, and a history as a renowned philanthropist who worked to aid the public and bring peace to the planet." He added: "Let me end with the words I told him on his last birthday, and which will always remain true. Dad- I love you so much and I am so proud to be your son." In perhaps the most famous -- and certainly most lampooned -- scene from "Spartacus," his fellow rebels, captured by the Roman army, rise to proclaim, "I'm Spartacus!" when told their lives will be spared if they identify him. He died in Beverly hills, California at the age of 103.

Remembrances

- 3 February 1468 – Johannes Gensfleisch zur Laden zum Gutenberg - https://en.wikipedia.org/wiki/Johannes_Gutenberg

German blacksmith, goldsmith, inventor, printer, and publisher who introduced printing to Europe with the printing press. His introduction of mechanical movable type printing to Europe started the Printing Revolution and is regarded as a milestone of the second millennium, ushering in the modern period of human history. It played a key role in the development of the Renaissance,Reformation, the Age of Enlightenment, and the scientific revolution and laid the material basis for the modern knowledge-based economy and the spread of learning to the masses. The use of movable type was a marked improvement on the handwritten manuscript, which was the existing method of book production in Europe, and upon woodblock printing, and revolutionized European book-making. Gutenberg's printing technology spread rapidly throughout Europe and later the world. His major work, the Gutenberg Bible (also known as the 42-line Bible), was the first printed version of the Bible and has been acclaimed for its high aesthetic and technical quality. He died at the age of around 68 in Mainz, Electorate of Mainz in the Holy Roman Empire.

- 3 February 1935 – Hugo Junkers - https://en.wikipedia.org/wiki/Hugo_Junkers

German aircraft engineer and aircraft designer who pioneered the design of all-metal airplanes and flying wings. His company, Junkers Flugzeug- und Motorenwerke AG (Junkers Aircraft and Motor Works), was one of the mainstays of the German aircraft industry in the years between World War I and World War II. His multi-engined, all-metal passenger- and freight planes helped establish airlines in Germany and around the world. In addition to aircraft, Junkers also built both diesel and petrol engines and held various thermodynamic and metallurgical patents. He died at the age of 76 in Gauting,Bavaria.

- 3 February 1959 – The Day Music Died -https://en.wikipedia.org/wiki/The_Day_the_Music_Died 

American rock and roll musicians Buddy Holly, Ritchie Valens, and "The Big Bopper" J. P. Richardson were killed in a plane crash near Clear Lake, Iowa, together with pilot Roger Peterson. The event later became known as "The Day the Music Died", after singer-songwriter Don McLean referred to it as such in his 1971 song "American Pie". Soon after take-off, late at night and in poor, wintry weather conditions, the pilot lost control of the light aircraft, a Beechcraft Bonanza, which subsequently crashed into a cornfield. Everyone on board was killed. The event has since been mentioned in various songs and films. A number of monuments have been erected at the crash site and in Clear Lake, where an annual memorial concert is also held at the Surf Ballroom, the venue that hosted the artists' last performance. 

Famous Birthdays

- 3 February 1480 – Ferdinand Magellan - https://www.onthisday.com/people/ferdinand-magellan   

Portuguese explorer who organised the Spanish expedition to the East Indies from 1519 to 1522, resulting in the first circumnavigation of the Earth, completed by Juan Sebastián Elcano. Commanding a fleet of five vessels, he headed south through the Atlantic Ocean to Patagonia. Despite a series of storms and mutinies, they made it through the Strait of Magellan into a body of water he named the "peaceful sea" (the modern Pacific Ocean). The expedition reached the Philippine islands, where Magellan was killed during the Battle of Mactan. The expedition later reached the Spice Islands in 1521 and one of the surviving ships eventually returned home via the Indian Ocean, completing the first circuit of the globe. Magellan had already reached the Malay Archipelago in Southeast Asia on previous voyages traveling east (from 1505 to 1511–1512). By visiting this area again but now travelling west, Magellan achieved a nearly complete personal circumnavigation of the globe for the first time in history. He was born in Sabrosa.

- 3 February 1859 – Hugo Junkers – https://en.wikipedia.org/wiki/Hugo_Junkers

German aircraft engineer and aircraft designer who pioneered the design of all-metal airplanes and flying wings. Amongst the highlights of his career were the Junkers J 1 of 1915, the world's first practical all-metal aircraft, incorporating a cantilever wing design with virtually no external bracing, theJunkers F 13 of 1919 (the world's first all-metal passenger aircraft), the Junkers W 33 (which made the first successful heavier-than-air east-to-west crossing of the Atlantic Ocean), the Junkers G.38 "flying wing", and the Junkers Ju 52, affectionately nicknamed "Tante Ju", one of the most famous airliners of the 1930s. He was born in Rheydt, Rhine Province.

- 3 February 1939 – Vladimir Yevgenyevich Preobrazhensky – http://www.astronautix.com/p/preobrazhensky.html 

Russian engineer cosmonaut 1965-1980. Graduated from Moscow Aviation Institute Soviet Air Force, liaising with aircraft industrial enterprises. Cosmonaut training November 1965 - December 1967. Worked at Gagarin Cosmonaut Training Center. He was born in Leningrad. 

- 3 February 1970 – Warwick Davis - https://en.wikipedia.org/wiki/Warwick_Davis

English actor, television presenter, writer, director, comedian and producer.[4] He played the title characters in Willow and the Leprechaun film series, several characters in the Star Wars franchise (most notably the Ewok Wicket), and Professor Filius Flitwick and Griphook in the Harry Potter films. Davis also starred as a fictionalised version of himself in the sitcom Life's Too Short, written and directed by Ricky Gervais and Stephen Merchant. Davis is a founder of the Reduced Height Theatre Company, which stages theatrical productions cast exclusively with short actors and using reduced height sets. In April 2010, Davis published his autobiography, Size Matters Not: The Extraordinary Life and Career of Warwick Davis, with a foreword by George Lucas. He was born in Epsom,Surrey.

Events of Interest

- 3 February 1961 – The United States Air Forces begins Operation Looking Glass, and over the next 30 years, a "Doomsday Plane" is always in the air, with the capability of taking direct control of the United States' bombers and missiles in the event of the destruction of the SAC's command post.  - https://en.wikipedia.org/wiki/Operation_Looking_Glass

It provides command and control of U.S. nuclear forces in the event that ground-based command centers have been destroyed or otherwise rendered inoperable. In such an event, the general officer aboard the Looking Glass serves as the Airborne Emergency Action Officer (AEAO) and by law assumes the authority of the National Command Authority and could command execution of nuclear attacks. The AEAO is supported by a battle staff of approximately 20 people, with another dozen responsible for the operation of the aircraft systems. The name Looking Glass, which is another name for a mirror, was chosen for the Airborne Command Post because the mission operates in parallel with the underground command post at Offutt Air Force Base. The Looking Glass was also designed to help ensure COG, continuity and reconstitution of the US government in the event of a nuclear attack on North America. Although the two types of aircraft are distinct, the Doomsday Plane nickname is also frequently associated with the E-4 "Nightwatch" Advanced Airborne Command Post mission and aircraft.

- 3 February 1966 – Lunik 9 lands on lunar surface - https://www.history.com/this-day-in-history/lunik-9-soft-lands-on-lunar-surface

On February 3, 1966, the Soviet Union accomplishes the first controlled landing on the moon, when the unmanned spacecraft Lunik 9 touches down on the Ocean of Storms. After its soft landing, the circular capsule opened like a flower, deploying its antennas, and began transmitting photographs and television images back to Earth.

- 3 February 1981 - John Buster and the research team at Harbor-UCLA Medical Center announce history's first embryo transfer, from one woman to another resulting in a live birth. - http://thebusterclan.blogspot.com/2016/08/john-e-buster-doctor-that-helped-create.html 

In the procedure, an embryo that was just beginning to develop was transferred from the woman in whom it had been conceived by artificial insemination to another woman who gave birth to the infant 38 weeks later. The sperm used in the artificial insemination came from the husband of the woman who bore the baby. This scientific breakthrough established standards and became an agent of change for women suffering from the afflictions of infertility and for women who did not want to pass on genetic disorders to their children. Donor embryo transfer has given women a mechanism to become pregnant and give birth to a child that will contain their husband’s genetic makeup. Although donor embryo transfer as practiced today has evolved from the original non-surgical method, it now accounts for approximately 10% of in vitro fertilization recorded births.

Intro

Artist – Goblins from Mars

Song Title – Super Mario - Overworld Theme (GFM Trap Remix)

Song Link - https://www.youtube.com/watch?v=-GNMe6kF0j0&index=4&list=PLHmTsVREU3Ar1AJWkimkl6Pux3R5PB-QJ

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[nrip]

Healthcare tweet Extraction, Visualisation and Particle Swarm Optimisation using Python

We all live in a world where analyzing a massive set of unstructured data is becoming a business need. And the time we spend on the internet is basically the time we spend on social media. Even our daily life is affected by the people around us. And we are tending to change our opinions and thoughts towards something based on other people’s ideas and opinions. Some may call this bad and at the same time, some may call it good. Anyway, if we have the ability to think of other’s opinion that’d be really helpful and that’s when sentiment analyzes comes up. sentiment analysis we do classification of the data samples into positive, negative or neutral classes and bring out proper conclusions from the data.

we have done a meta-analysis of data obtained from 20 peer-reviewed scientific research studies (2009–2017) describing the Sentimental analysis using PSO and how PSO can help increase the productivity of twitter.

Key Words — sentiment, twitter, PSO, cluster, big data

Introduction

Swarm is a large number of agents interacting locally with themselves. In Swarm there’s no supervisor or central control to give orders of how to behave. Swarm-based algorithms are popular in this age hence its’s passion of nature-inspired, population-based algorithms that can produce high quality product with low cost and fast solutions to situations that are identified as complex and hard to solve [1][2]. Because of that reason Swarm intelligence is becoming a million-dollar gem in the category of Artificial Intelligence that is ready to collect the pattern, lifestyle and behavior of social swarms in the environment, for example, bird flocks, honey bees, ant colonies, and fish schooling. Even though these agents (These insects/ Swarm individuals) are simpleminded with not enough experience on their own, they all work together to achieve a common goal for their survival.

  Bird Flocks

  Ant Colonies

  Natural Behaviour of ants

It’s not a matter of knowledge and the main mechanism of this interaction is called stigmergy which uses agents or actions for indirect coordination [3]. According to [3] Stigmergy is a well-defined form of self-organization. It produces a complex structure, seemingly intelligent structures, without the need for any control, planning or any direct communication in between the individual agents.

The PSO algorithms are most fascinating and pulled in to the researcher in the field of the fuzzy logic system, neural network, optimization, pattern recognition, robot technology, signal processing, etc[4].

To delete unnecessary duplicate attributes from a dataset we can use feature selection methods. Removing those attributes is a must because at the end of the day we do not want to decrease the accuracy of the algorithm which we use to predict something in the future [5].

Feature selecting is not an easy task because the size of the search space, Search space is proportionate increases with the features that are included in the data set [5]. The key principle of the feature selection is to improve the quality and performance of the predictor. Feature selection acts as a bridge for the preprocessing and we are defining the feature and selection process just before we step in to the extraction process. Applications of Feature selection includes data classification, image classification, cluster analysis, data analysis, image retrieval, opinion mining, review analysis, etc. Using a method called wrapper method, feature extraction can be done using two stages: The stage one is, extracting all the Twitter data as a dataset and we transform this tweet into a normal text stage. What we do in the next stage is all about adding more features to the feature vector [1]. A class label is assigned to each tweet data in the training data sector and then pass these data to several classifiers for the process of classification and at the end, we get classified tweet data which are either positive, negative or neutral. Wrapper method achieves superior results than filter methods. FS is seen as an optimization problem because obtaining an optimal subset of relevant features from irrelevant and redundant data is very important. Many evolutionary algorithms have been used for optimizing the feature selection, which includes genetic algorithms and swarm algorithms. Some of the swarm-based optimization algorithms [7] for feature selection include Particle Swarm Optimization (PSO), Artificial Bee Colony (ABC) and Ant Colony Optimization (ACO).

  Wrapper Method

In order to do the research scientific articles published on the IEEE related to sentiment analysis were collected and reviewed. All these articles used sentiment analysis on their research in many ways. Those previously work helped this research. Obtained knowledge about the technologies and tools they used for the sentiment analysis and how to obtain results within them. Previous publications have discussed on following matters.

[1] In this paper the researchers did several studies to investigate the use of Twitter to analyze ongoing health-related tweets and they outline that using Twitter data as a channel to reach out to the public to deliver more information about infection, diseases are a more efficient way in this age. English and Arabic tweets are collected from 3 different countries such as Dublin, London, and Boston. When searching and extracting for tweets they used more restricted queries to select the tweets among potentially identified healthcare ones that very likely to be relevant to healthcare. Then we used the narrow-identified tweets to train a support vector machine (SVM) with the linear kernel to classify the remaining identified tweets as relevant or irrelevant to healthcare. They’ve built three data sets a positive(SetP) and a negative(SetN) set for the training the models, and the set of potentially relevant tweets(SetT), which would be classified by the SVM classifier.

  SVM Classifier — Linear Kernel

Extensive analysis is applied to the identified health-related tweets from each stream. For a fast and robust matching between tweets, we keep only the main content text of tweets by removing all hashtags, name mentions, URLs, punctuations, symbols, emoticons, and retweet symbols. As a result, they extracted the most popular tweet; most shared link or image related to healthcare then applied sentiment analysis to figure out public satisfaction about health (used sentiStrength tool to figure out sentiment), the top frequent words, terms, and hashtags related to healthcare and topics what people are more likely to discuss about (tweet about). The top frequent words, terms, and hashtags (excluding the stop words) are used to draw a tag cloud, where font size used for the different terms indicates their frequencies. The tag-clouds helps to summarize the most popular terms in the tweets, which in turn indicate the most popular topics people are interested in.

In this paper [2], They majorly target Stroke and Telemedicine; Stroke plays a major part when it comes to Death and disability. Thrombolysis and strokes can be easily treated if the patient is treated within 4.5 Hours. In this paper, they have got feedback from neurologists (Altogether 25 person) from Milan, Naples and Rome. Nearly 50% of the neurologists are worked in general infirmaries and the rest is divided in University Hospitals, Research Hospitals (IRCSS Foundations) and regional hospitals. An online questionnaire was held during the summer of 2017 to evaluate the type/quality of different hospitals, type of structure working, amount of thrombolysis-thrombectomy/ year, the ability of a network to estimate neuroimaging or to organize transfers of patients to other hospitals and finally to evaluate the type of technology that uses in telemedicine for patients or clinical needs. By the help of using Statistical Package for the Social Sciences SPSS software descriptive analysis with absolute and percentage frequencies of the qualitative variables was performed. According to the knowledgeable, in most scenarios (approximately more than 80%), there’s already an established network for treatment of Stroke. Inside that same network, hospital care was not identified as standardized and the network for the consultation of neuroimaging amongst hospitals was missing in 33.33% scenarios. Besides that, network consultations (via telephone or any other mean) were shown 62.5% possibility in the same network and also 43.86% of clinical cases were appeard to be evaluated using video/audio teleconference. Exactly 50% of physicians are showing the adoptability of using their own mobile phones with nonprofessional systems and social media (eg: WhatsApp®), Skype®, Facetime®, Telegram®) while only 25% of doctors use professional teleconference systems (Ciso®) and the rest use medical devices.

  [3] In this paper the author has judged the likelihood of using several data sources for the prediction of EDvisits related to Asthma, Twitter to extract tweets related to asthma including asthma-related keywords, air quality data gathered from sensors, historical electronic health records indicating asthma-related visits to an emergency room and also search trends from Google within same time period in a same unique geographical area. Clinical collaboration from PCCI suggested several related keywords to use as a rod to catch public streaming tweets using Twitter API. From 11–10–2013 to 31–12–2013, they’ve been able to gather a dataset consist of 464 845 785 general tweets and 1 315 390 asthma-related tweets. On a regular basis, 15000 asthma related tweets are posting from all across the world in a day. Used ‘coordinates’ and ‘location’ fields to identify the geographical location of each tweet. But in most cases, it’s unable to collect the geographical location of the tweet, in such cases, they track down user’s profile location and extracted that location as the geographical location. First tweets are collected the pre-processed tweet with removing unnecessary content. Then engaged with a machine learning classification technique called artificial neural networks (ANN) to extract asthma-related tweets. In the training dataset each tweet contained at least one asthma-related keyword, and the dataset was divided in to three sections.

  An artificial neural network is an interconnected group of nodes.

After that, they developed a prediction model to evaluate the frequency of Asthma ED visits using a combination of independent variables from the aforementioned data sources. Each Dataset was different by one another as they gathered from different data sources. The first step is to transform data into more compatible dataset by normalizing dataset using standard normalization technique (z-score), and then for the prediction model, used four distinctive classification methods Naive Bayes, Decision Trees, ANN, and SVM.

  normalizing dataset using standard normalization technique (z-score)

To minimize classification errors, the use of adaptive boosting technique and stacking technique has being used.

[4] According to the author, the scalability of good clustering technique is based upon the estimations of comparability. Clustering is an effective device of seeking and in this paper the author points out that using PSO algorithms to clustering twitter data stream is much more efficient than any other data clustering algorithms. Among many methods proposed for feature extraction, the PSO algorithms work more efficiently. These algorithms find the best solutions according to the knowledge obtained from previous iterations. The whole tweet data clustering method is labeled into four phases: a) Tweet data gathering b) preprocessing of gathered tweets c) Feature extraction and d) Data clustering using PSO. With the use of Twitter API, every 1000ms we developed our program to gather streaming tweets.

  Extracting real-time tweets with Python and JSON

Then storing each tweet in a certain file according to its category, as the second phase, the data cleansing is done for cluster analysis and then comes the tokenization to divide each word in a tweet. Then as the last phase, PSO is applied to preprocesses tweets for clustering. The first step is to initialize the number of particles. Afterward of the initialization phase, assigning each tweet to its neighboring centroid vector for each particle is next, the health of each particle is generated by studying the average similarity between the cluster centroid and a tweet in the document vector space. In order to minimize the inter-cluster distances, we measured the distance path between the data vectors within the given cluster. To maximize the cluster distance, we have evaluated the distance between the centroids of the cluster. To the overall reports generated, we have undertaken almost 30 simulations and the proposed algorithm has taken 1000 functions to effectively evaluate the results.

[5] In this paper the author is giving the audience an important message which is the Alerts are going to be an essential art of near future remote health monitoring. For such capability, we must evaluate the practicability of leveraging online social media for such Aptitudes. In here, they have developed a medical notification trigger using facebook API to develop a facebook application. And there are four perspectives this system which is: The view of the patient, the doctor, the professional career, family member and finally the viewpoint of the carer network. The suitability of the application was analyzed as well as an initial examination of the reliability of alert delivery. We conclude that online social media platforms could offer suitable platforms for alerts in remote health monitoring.

[6] In this research paper, the authors try to determine the sentiments of the candidates of the Presidential election of USA, Donald Trump, Hillary Clinton, and Bernie Sanders were among the top election candidates. So here, what they did is extracted relevant, matching tweets for each candidate using keywords, hashtags, and mentions. 10000 labeled tweets are extracted for three candidates (Bernie Sanders, Donald Trump, and Hillary Clinton). What this system meant to do is extracting tweets and accomplishes political sentiment analysis on the gathered dataset. The process includes four stages: i. Retrieval stage, ii. Preprocessing stage, iii. Analysis stage, iv. Visualization stage Public tweets are extracted from Hillary, Trump, and Bernie using Twitter API using python, then all the tweets are preprocessed and filtered into meaningful sentences in the English language. Polarity and the subjectivity is calculated by a unique algorithm and the library NLTK used hence they’ve been working with human language using python framework. TextBlob in python was used to processing of textual data.

[7] In this paper the main goal is to reveal the views of the leaders of two big democratic parties in India, data was collected from the public accounts of Twitter. Opinion Lexicon was used to find a total number of positive, neutral and negative tweets. Findings show that analyzing the public views could help political parties transform their strategies. Extracted real time tweets using Twitter API for the comparison of two political parties. They used two sentiment analyzers named SentiWordNet and WordNet were used to determine the positivity or negativity of the relevant tweet. A negation handling and Word sequence disambiguation (WSD were used to add more accuracy to the model. And the confident of polarity calculation is done by using the library textBlob in python then to validate the results, SVM and Naïve Bais has been used. Tweets are extracted using Tweepy API with the help of standard search tool and gathered 100000 tweets based on around 20 hashtags in both English and Urdu languages. Then they determined the sentiment using 3 analyzers. To validate the results we obtained, converted the .csv files to. arff format then recorded the accuracy of each analyzer under each model.

[8] In this paper the authors have studied different aspects of medical sentiment in health-related texts that may relate to the following: Health status, Degree of medical condition that impacts patient life, Consequence of a treatment, Opinion towards a treatment, certainty of a diagnosis. For this work, we have collected a corpus consisting of 7,490 user blog posts from popular medical forum ‘patient.info’ which is split on the basis of two major medical sentiment aspects, namely ‘medical condition’ and ‘treatment’. The corpus is manually annotated with a predefined set of categories. Finally, a Convolutional Neural Network (CNN) based model is developed for medical sentiment classification. SentiWordNet lexicon is used for sentiment calculation for the analysis. They extracted posts fron medical blogs and observed that patient’s thoughts on a a symptom or medical condition is majorly based on his/her opinion. After deep analysis of data, they have observed that majority of the medical sentiment occurs in the vicinity of the term ‘feel’ and its variations. So, they used the word ‘feel’ as target word and observed that these words can provide an effective clue in capturing the sentiment.

[9] In this paper, real time clustering is done by using static and dynamic algorithms using Hadoop network. They’ve used a combination of PSO and K-Means algorithms which they called as KSPSO. As usual Twitter’s Rest API is used to collect tweets and then the pre-processing with tokenization is being made. Porter Stemmer Algorithm is used to remove stop words in the data set. Document matrix is advised to be prepared after data preprocessing. By testing with various particles, they applied PSO algorithm and discussed about Fitness, Precision and Recall in a cluster.

[10] In this paper; the authors describe about Swarm in detail and how we can use Swarm methodologies such as Particle Swarm Optimization to do a proper feature selection in a cluster analysis. Rapid PSO is identified as an advanced version of PSO. Used various number of python libraries such as NumPy, SciPy, Pandas, Matplotlib for data analysis process.

Using Rapid Particle Swarm Optimization for feature selection have shown incredibly accurate results with measurable levels of Precision and Recall. And also, less amount of time than standard PSO.

The rest of this chapter is structured in the following order. Section II is a description of materials and methods. Section III explains the results of the research. We discuss our findings with relevant literature and summarize our comments and some of the implications of our findings in Sections IV and V.

Material and Methods

Based on Swarm Intelligence a simple mathematical model was developed by Kennedy and Eberhart in 1995 [8], they majorly want to describe and discuss about the social behavior of fish and birds and it was called the Particle Swarm Optimization (PSO). PSO is one of the most famous and very useful metaheuristics in the current age hence it showed the success of various optimization problems after applied on. The basic principle of this model is self-organization that describes the dynamics of complex systems. PSO uses an extremely streamlined model of social conduct to take care of the optimization problems, in a cooperative and intelligent framework.

In twitter, a user is permitted to write their own opinion and views in a short message on the social platform twitter [1] are termed as tweets. Tweets may contain characters, links, media or a recording. These tweets are not written to a standard and it has mostly short structures, slangs, abbreviations, mistakes in grammar, half-written sentences, misspellings and so forth. So, it is perplexing to expel the useful data from tweets because of their unstructured style. By applying to cluster we’re trying to reduce the complexity of finding the occasion or theme of the tweet composed. To extract specific words that are matching to a particular event data is addressed by vector space demonstrate using term recurrence and inverse term recurrence. So, Particle swarm change framework is the best method to handle this issue [5].

The tweet clustering process is consisting of below 4 modules:

1. Collection of Files

2. File pre-processing

3. File clustering with PSO

4. File Post-processing.

1. File Collection

We collect individual tweets related to Telemedicine, Heart Strokes and Epilepsy data and then store each in a separate .csv file. So, at the end of execution of our python code. We were able to collect more than 30000 data for each file based on around 10 keywords for each category (each file):

File 1 — Telemedicine.csv (Telemedicine + Digital Health tweets)

Ø hashtags Used: #telemedicine #telehealth #digitalhealth #ehealth #digitalpatient #digitaltransformation #telemedicinetoday #ehealthissues

File2 — Epilepsy.csv

Ø Hashtags used: Epilepsy #epilepsyawareness #epilepsyaction #epilepsyalerts #epilepsybed #epilepsycongres #epilepsysurgery #epilepsysurgery #Epilepsytreatment #seizures #seizurefree

File3 — HeartStrokes.csv

Ø Hashtags used: #HeartDisease OR #stroke OR #Stroking OR #strokepatient OR #StrokeSurvivor OR #hearthealth OR #Stroke OR #HeartFailure’

[awesomeblockchain]

A working group devoted to blockchain on the initiative of institutions, hundreds of volunteers from all over the world, a big and efficient plan for the future - it's happening in Naples, the capital of the Italian region of Campania in the south of the country. The city, through a recent press release, announced the creation of a special -focus group," whose purpose is to -develop and eventually implement objectives related to blockchain technology".

In response, hundreds of scholars, experts, professionals and enthusiasts signed up as volunteers to participate in the project. We are talking about 300 people from all over the world.

Naples working group

We spoke with Felice Balsamo, an associate of the mayor of Naples, so that he could explain to us the details of one of the very first institutional projects in Italy. One could notice Felice's competence in talking about ICOs, cryptocurrencies and blockchain as a tool to speed up government procedures.

Felice told Cointelegraph that Naples started discussing this project last December. Currently the administration is creating focus groups with participants divided by skills and goals. Among the volunteers there are students, engineers, developers, as well as lawyers, accountants and spokespeople of various institutions.

All the discussions start from a central theme: transparency. Volunteers will examine and develop possible solutions for birth records, elections and public administration in general. Another group will study the issue of transparency from a -private" point of view instead.

The focus groups won't deal with just public administration, but also the businesses of the city - the beating heart of its economic life.

Solutions will be studied to train small- and medium-sized enterprises, teaching them to accept cryptocurrency payments and to embrace the advantages of these technologies.

Other focus groups will deal with international relations with other cities active in the sector, including Spain, Portugal, Argentina and Venezuela, involving city councilors.

There is also talk about fundraising for projects necessary for the city and even about an ICO aimed at developing a city cryptocurrency.

According to the mayor's associate, the focus group could indeed create a new cryptocurrency, designed to promote transactions between public administration and citizens, but also contribute to the city's economy with many different projects.

Among the participants there's also ANN - a company which operates in the field of public transportation - and ASIA - a society specialized in environmental health services.

There are many ideas, but also many challenges. An example of this is provided by Felice Balsamo himself, who asks:

-What would happen if the city of Naples would receive a Bitcoin donation?"

The city often receives money and property donations, Felice explains, but what would happen with a cryptocurrency donation? Which institution should accept this donation? What regulation is necessary to accept it?

The Italian Agency of Revenue (Agenzia delle Entrate - the governmental body aimed at collecting taxes and revenue) is also a member of the group, and it will surely be an important resource to solve these problems.

After all, the various discussions will deal with issues that the Italian government would consider sooner or later. Will the focus group in Naples be an explorer for the institutions of all of Italy?

Vision of the Mayor

Cointelegraph spoke with Luigi de Magistris, mayor of Naples, to better understand the vision of the city council about the project.

Cointelegraph: Do you think these new technologies could be beneficial for an economy such as that of Naples?

Luigi de Magistris: Naples is considered the capital of the Mediterranean. In the last years we introduced important innovations in the field of administration, implementing a proper grassroots democracy. Just think of all our decisions considered innovative, such as the registry for civil partnerships we introduced, or the collective use of public assets: our experience is considered an example by many Italian and European cities. We were the first major city to issue an electronic ID through 24 registration ATMs.

Thinking about an economy based on blockchain, based on participation by the people, could be a valid solution for the regulatory and historical constraints of traditional finance.

Combining traditional economy with a new economy based on cryptocurrencies could lead to a huge economic potential for over 3.5 million residents of the metropolitan city of Naples.

Cointelegraph: What's the purpose of -generating, distributing and using a new cryptocurrency (ICO) tied to the economy of the city," as you can read on the official page of Naples City?

Luigi de Magistris: I have to say something first. In the last few years Naples has become the Italian city with the fastest-growing tourism sector, our airport is the first in terms of traffic, Naples is the most searched city for tourism on the web. This revolution, which happened in just a few years, involves the adjustment of supply and demand. This means improving our services and public transportation, experimenting with innovative payment systems, attracting a very different target, deploying an alternative system for electronic payments throughout the territory.

We are studying other [Italian] towns like Rovereto, or other cities in Europe like Barcelona, or Portugal, or our neighbor Switzerland. But in our case we want to open this new technology to cryptocurrency owners, generating a new economy in the city, regardless of whether we develop a new currency or not: this will be a long process, as shown by over 300 experts who signed up for our -public calling" from all over the world.

We want to involve trader associations and businesses in our city, that could expand their market thanks to the current availability of cryptocurrencies.

The creation of our ICO, in compliance with other programs already existing in Europe, could be one of the objectives of our project Napoli Autonoma [Autonomous Naples].

Our economy will be based on the specific historical features of the city, fueling a real economy based on our products, on the quality of our craftsmanship, on tourism, on our monuments, on our food. An economy based on the historical and social value of the city of Naples.

Blockchain and city administrations

The future of the economy and public administration could be dramatically changed thanks to the potential of blockchain technology and cryptocurrencies.

Recently, the Barcelona administration has revealed that it wants to establish a digital center to promote the growth and development of the blockchain ecosystem.

In March, Dubai unveiled a virtual business-to-business market in the pipeline, designed for the tourism industry and based on blockchain technology.

Now there is also the southern Italian city of Naples that joined the innovative movement which is spreading throughout the world.

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Internet marketing With Qatar Yellow Pages As well as Business Directories

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The original yellow webpages which started to become formally printed in 1883 to comply with the requirement from the just about three hundred industrial businesses with phones in Chicago, Illinois is actually still being imprinted today, high as it was after that. The Center for Ailment Management's website also has a checklist of nations' needs for evidence of immunization for yellow fever as well as other injections. Directory in the UK is actually still a respected and reputabled company, however, with per day that passes this is wearing down a lot faster in comparison to an oppressor's clutch on a war torn nation - so an individual a lot better act quickly. Regardless of what the situation is actually, in a lot of cases the yellow web pages are going to manage to obtain you started on an answer to satisfy your needs as well as aspect you in the right path regarding that to decide to perform the job you want. Yet if these yellow high temperature indicators seem like something you want to avoid, obtaining a yellow fever vaccination is a risk-free as well as efficient (as well as in a lot of cases, compulsory) service. Vijay Ranjan is popular author which has actually been composing a write-up concerning Telephone directory Qatar, Qatar Directory, Qatar Jobs, Qatar Maps, Online Yellowish webpages and also Business Listings Qatar and so on The major perk with these Delhi yellow webpages is actually that they have the big checklist of businesses particulars that could be accessed via your mobile phone. How commonly do you view a yellow pages advert along with business label as well as their company logo using up all the prime realty on top from the ad. Individuals don't care regarding you, your label or even your logo design. Popular presently are, Atena a sleek yellow fruiting variety along with sweet creamy flesh, Patio superstar an incredibly small plant idea for compartments and Siesta a pithless yellow fruiting style with white striping to its own fallen leaves. Pair of thirds, 62 per cent, wish to view even more yellow in their fridge, while the research found 30 percent more people affiliate yellow along with contentment in comparison to other colours. If you need copies of issues before that meeting, feel free to connect with Gary Edwards, Yellow Monday publisher, e-mail: yellow.monday @ or even phone call (01273) 915637. Eyeflow is simply the method which the audience's eye is actually (or even isn't really) assisted by means of your entire advertisement. The target from your Yellow Web page layout is to stand out and afterwards delicately escort the viewers from one component to the following in a natural progression that ultimately places your prospect at your contact us to action" (phone number). A space coated yellow really feels warmer than a space repainted white, and a lamp along with yellow lighting appears much more organic compared to a light along with white colored illumination. Researches in the Publication from Complementary Medication located that yellow dock possessed anti-inflammatory premiums as well as reduced the healing opportunity for injuries. Rising to a maximum elevation of concerning 1,200 feet, the gulch offers an impressive show of excitable rock that varies coming from red to brownish to yellow as well as orange. At some point, the selection to opt for a yellowish or even white colored gold relies on your individual inclination. 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Online Yellowish web pages can easily help a company crack the topographical obstacle as well as reach bent on a larger customer base. A mind-boggling 70 percent link sunny-coloured meals to feelings from joy and happiness as well as omelettes cover the list of our favorite yellow foods items, with 61 percent urging they create them pleasing. The color canary yellow is called after the domestic canary, which can be selectively bred to be yellow. From this link, yellow additionally tackled affiliations along with rivalry, duplicity and resentment. Yellowish is actually one of the most popular shade of blooms; the different colors produces that one of the most visible to the pests who are must carry pollen to the blossoms. Yellowish likewise possesses an adverse meaning, representing deception; Judas Iscariot is often represented wearing a pale yellow toga, and also without a halo. 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[musteringarticle]

BUTLLETÍ OFFICIAL

OF THE PROVINCE OF VALÈNCIA

 OFFICIAL BULLETIN

 OF THE PROVINCE OF VALENCIA

 Service of Economy, Industry, Tourism and Employment

 Declaration of the Ministry of Economy, Industry, Tourism

Furniture moving helpers

what's more, Employment on the content of the aggregate work understanding

 segment of Transport of Goods by Road of the

 Area of Valencia (Code 46000585011981).

 Advertisement

 Determination dated March 7, 2014, of the Territorial Directorate

 Of Economy, Industry, Tourism and Employment of Valencia,

 Enlistment and production of the aggregate dealing assention of the

Furniture moving helpers

Transport of Goods by Road of the territory of Valen-

 Inc.

 Having respect to the application for enlistment of the previously mentioned aggregate understanding,

 marked on 6 November 2013 by the arranging board of trustees

 framed, from one viewpoint, by the Valencian Business Federation of

 Transport and Logistics (FVET) and, then again,

 exchange unions UGT and CC.OO., and as per the arrangements

 in craftsmanship. 90 of Legislative Decree 1/1995, of March 24, by which

 affirmed the united content of the Statute of Workers'

 painters, expressions. 2.a) and 8 of Royal Decree 713/2010, of May 28, on

 enrollment and store of Collective Bargaining Agreements and Agreements

 what's more, expressions. 3 and 4 of Order 37/2010, of 24 September, of the Con-

 of the Ministry of Economy, Treasury and Employment setting up the

 of the Valencian Community of Conventions and Agreements

 Working Conditions.

 This Territorial Direction, as indicated by the capabilities lawfully

 set up in craftsmanship. 51.1.1 of the Statute of Autonomy of the Co-

 Valencian Community, as revised by craftsmanship. 57 of the Organic Law

 1/2006, of April 10, of Reform of the Organic Law 5/1982, of 1

 of July; Decree 19/2012, of December 7, of the President of the

 Generalitat, by which decides the boards in which it is sorted out

 the Administration of the Generalitat, and additionally Decree 179/2012,

 Of December 14, of the Consell, by which sets up the structure

 of the Presidency and of the Generalitat's Councils, and the

 article 28.5 of Decree 193/2013, of December 20, of the Consell,

 By which favors the Organic and Functional Regulation of the

 Service of Economy, Industry, Tourism and Employment, settle:

 To start with: Order your enrollment in this electronic

 Understandings and Collective Bargaining Agreements, with warning to the

 portrayal of the arranging board of trustees.

 Second.- To orchestrate its distribution in the Official Gazette of the

 vincia

 Valencia, on March 7, 2014.- The regional chief of Economy,

 Industry, Tourism and Employment, Margarita Vilarrasa Balanzá.

 Section I

 GENERAL DISPOSITION

 All terms that are incorporated into this assention are made of

 nonexclusive frame, such that they allude to the two men and

 To ladies who do their work inside the division.

 Workmanship. 1.- TERRITORIAL SCOPE. The arrangements of this

 Aggregate haggling assention oblige all organizations that are based

 Region of Valencia, and in addition to the work focuses that have

 organizations inside the region despite the fact that they are not based

 In it and spare the most helpful condition.

 Workmanship. 2.- FUNCTIONAL SCOPE. The present Collective Agreement

 obliges all organizations and specialists of Transport de Mer-

 furthermore, Logistics, including administrations

 mindful of them, regardless of whether neighborhood or commonplace. In

 exercises secured by this Convention are:

 Footing Mechanics of Goods by and large, Trans-

 Carriage, Blood Draw, Central Dispatch, Groupings

 Experts of Loading and Unloading; Groups of Cranes, Warehouse

 Merchant and when all is said in done whatever other related movement

 with the past ones, and additionally, each one of those that are

 in the general state assention for

 Transport of merchandise by street and the organizations which have

 Were actualizing this assention.

 Craftsmanship. 3.- PERSONAL SCOPE. This Agreement should be represented by the

 All the staff that work in the organizations influenced by the same,

 Without preference to the arrangements of Article 1 of the Statute of the

 Laborers.

 Craftsmanship. 4.- TEMPORARY SCOPE. This Agreement should go into drive

 With impact from 1 January 2012, including the financial impacts of

 micos. The length of the assention will end on 31 December

 year 2.015.

 This assention should be reached out from year to year, with the exception of where

 Of the gatherings, made in composing and authoritatively, with the

 Three months ahead of time of the date of end

 Beginning or any of its expansions and subject to the arrangements of

 the accompanying section.

 Once censured and finished the legitimacy of the Agreement

 Should be stretched out for a time of year and a half from the finish of

 Legitimacy, terminated which, without the mark of another

 Gatherings should be liable to mediation procedures under the steady gaze of the Court of

 Work Arbitration of the Valencia Community.

 Amid the time of expansion and until the point that the Arbitral Award is rendered,

 Whose greatest term will be a half year from the demand,

 Should offer impact to this Convention.

 Craftsmanship. 5.- CONDITIONS PACTED. The concurred conditions

 in the present assention shape a natural entire and unified. To the

 for down to earth application, its conditions might be

 all around.

 The most valuable states of worldwide character will be regarded

 what's more, staff.

 Workmanship. 6.- RECOGNITION OF THE PARTIES. The Asociation

 Manager and Trade Union Centrals signatory to this Convention might be

 Commonly perceive their ability and

 for the mark of this Collective Agreement, and also the viability

 general of itself. Conferring the Trade Union Centrals and the

 Bosses' affiliation not to consent to or arrange another arrangement, with the exception of

 with another business substance other than the one that perceives the

 in this go about as illustrative of the part.

 Workmanship. 7.- CONCURRENCE OF CONVENTIONS. In all cases,

 this Convention might be liable to what is accessible in the

 ga; be that as it may, in issues not secured by this Agreement

 will be as per the General State Agreement for the Sector

 of Road Freight and other enactment vi-

 individuals.

 Workmanship. 8.- JOINT COMMITTEE OF THE CONVENTION. With the reason for

 to clarify the conceivable questions that may emerge in the

 the arrangements of this Convention, a

 Advisory group.

 This Commission will be made out of individuals from the Sindi-

 of the understanding and by agents of the Federation

 Of Public Service Carriers, in

 same extent and the commission can not surpass the quantity of

 of six people for each of the two portrayals.

 The Joint Committee of the Convention might accept, regarding the

 exchange unions and Occupational Health in the Companies, the accompanying

 tions:

 A) The investigation of Occupational Health Problems in the

 Transport of Goods by Road. The usage of

 Furthermore, relations with the Labor Administration with fitness in

 would have Occupational Health.

 B) Organization of instructional classes and restorative

 for laborers. It will expound the criteria to be taken after, in

 Of avoidance designs, chance maps, and so forth., to be submitted to

 contemplate inside the COP and propose its application in the extraordinary

 Subsectors of the assention.

 (C) lead an examination and checking deal with the modalities of

 also, contracting structure in the Sector. It will likewise have the

 Bit of intermediation, at the demand of a gathering, before the

 grumbling to the Administration or Labor Courts, when

 presumes the presence of misrepresentation by law. This counsel won't have the

 obligatory nature, to the grumbling or request, before the Inspec-

 Work and Social Affairs or Social Court. On the off chance that

 Alterations to the present enactment and directions, in

 contracting specialist, the Joint Committee might change the

 concurrence regarding legitimate controls.

 D) Target the Training Plans in their general vicinity.

 Carefully marked by: bop.dival.es

 Official Gazette of the Province of Valencia

 Reason: The precision and fulfillment of this record is ensured

 Area: C/Juan de Garay, 23 - 46017 Valencia

 ________________________________________

 Page 2

 18

 No. 73

 27-III-2014

 BUTLLETÍ OFFICIAL

 OF THE PROVINCE OF VALÈNCIA

 OFFICIAL BULLETIN

 OF THE PROVINCE OF VALENCIA

 E) It will know about the understandings of disparagement of this

 Aggregate consent to be settled upon as per

 with Article 82.3 of the ET.

 F) Intervene at the demand of any of the influenced parties, in

 If there should arise an occurrence of difference in the generous group

 conditions set up in aggregate bartering assentions and

 instances of rebelliousness with this assention. In which case

 inside a time of seven days from the date on which the

 inconsistency was raised.

 (G) might know about and resolve on issues identifying with

 application and understanding of the assention, with a prescriptive character

 Preceding the formal approach of the aggregate debate in the

 Of non-legal question settlement strategies or some time recently

 the equipped legal body. On the off chance that it is not settled inside 10

 days from the demand would be considered without understanding.

 It might meet at the demand of either party gave that it is

 Delicate in composing, and inside 10 days of the demand.

 For the motivations behind any composed notice that any

 laborers, wish to allude to the Joint Committee, replicate

 the addresses of the different gatherings framing the previously mentioned

 Zion:

 * Valencian Federation of Transport and Logistics

 (FVET): C/Amadeo de Saboya, 32 bajo, Valencia 46010

 * Federation of Transport, Communication and Sea of UGT Country

 Valencià (FTCMUGT): Valencia, C/Arquitecto Mora 7-2ª (Tfno.

 96 388 40, Fax 96 388 40 49).

 * Federation of Services to the Citizenship of CC.OO. Nation Valencia

 (FSC CC.OO.PV): Valencia Plaza Naples and Sicily, 5-2º (Tfno

 96388 21 50 Fax 96 388 21 03)

 ART.9.- . INAPPLICATION OF THE CONVENTION

 Under the arrangements of Article 82.3 of the Statute of the

 Specialists is explicitly concurred that those organizations which, for

Furniture moving helpers

monetary, specialized, hierarchical or creation reasons.

 from the utilization of the concurrence with the non-a