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Clary Azcona-Barber Resumes/Applications
Charlie Kratovil made this OPRA request to New Brunswick City
Dear New Brunswick City,
Under OPRA and the common law right of access, please provide copies of all resumes and applications for employment and/or volunteer board service submitted by Claribel "Clary" Azcona-Barber, previously Claribel Azcona. Thank you kindly.
Yours faithfully,
Charlie Kratovil

subset: commoncrawl


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Cabildo progresses three major roundabout projects
Tenerife Cabildo is advancing the procedure for the execution of three new roundabouts in the south of the island.
The roundabouts are planned at Chayofa (in the municipality of Arona), El Médano (Granadilla de Abona) and Guargacho (Arona and San Miguel de Abona). The three intersection improvement projects represent an investment of more than 1.4 million euros.
Specifically, in the case of the Guargacho roundabout, the Cabildo gave its initial approval in the plenary session of the roundabout project at kilometre 2 + 150 of the insular highway TF-652, as well as the declaration of urgent occupation of the goods and rights affected for the execution thereof. The new roundabout of El Médano will improve the entrance to this town in the municipality of Granadilla. Specifically, this infrastructure will be executed at the intersection of highway TF-64 (Bajada to El Médano) with TF-643, which connects with Los Abrigos.
In the case of Chayofa, in Arona, the new roundabout is projected at the intersection between Carretera General del Sur (TF-28) and access to this population centre. The project has a budget of about 420,000 euros and a deadline of ten months. Access to the Chayofa nucleus at kilometre 92 + 350 of the TF-28 highway currently presents a problem of road safety when making turns to the left, despite its prohibition, due to the low visibility of the area. Precisely, to solve this problem, the action plans to transform the intersection into a roundabout of 20 metres outside radius.
The project planned for the new roundabout of Guargacho has an execution budget of 487,000 euros and a deadline of six months. The action foresees the roundabout at kilometer 2 + 150 of the insular road TF-652, which connects the towns of Las Chafiras and Las Galletas, as well as those of Oroteanda Baja, Las Rosas and Guargacho, in the municipalities of San Miguel and Arona.
In order to alleviate traffic at the new junction, a bypass lane has been laid from Olimpia Street that avoids the roundabout and directs traffic directly towards the TF-652 towards Las Chafiras.


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Saturday, May 11, 2019, 2:30pm – 3:30pmPresented by Charles SherrillIn track Military
A GIS mapping project shows the migration patterns of 1,500 Revolutionary War veterans. This lecture shows migration trends and paths to and through Tennessee.
From Despair to Cargoes of Hope: WWII's Displaced Persons
The Road to Tennessee: Migration Trails from the Revolutionary War to the Mexican War.
Exemptions and Exceptions: Why Your Ancestor Did Not Serve in the Civil War
© National Genealogical Society. All rights reserved.


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ANFA ANFA Selects 52 U13 Players For Its Academies
ANFA has selected 52 U13 players for its two academies, Dharan & Butwal.
The players were selection from nation wide trial and they will remain in the academies at least for four years.
ANFA will cover all expenses of the players.
The selected players are as follows:
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Anu Lama Wants To Become A Coach


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Meslek: Student, Delivery Driver, Librarian, English Tutor, Mentor
Öğretmenlik Deneyimi: I have been an English tutor at my school for the last year and a half. I have taken AP English and creative writing classes at the collegiate level and am willing to help in any way that I can.
İlgi Alanları: I play the bass guitar, I love metal, jazz fusion, cooking, eating and playing video games.
Eğitim: Mt. Sierra College - Information Security
Konuştuğu Diller: İngilizce (Ana dil)
Profil Videosu:


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Building success in a team
A positive culture with a little structure almost guarantees good results
We all want our group to be the best, but experience reveals some companies or academic programs are nearly dead, while others are alive. What is the magic? Motivation and direction are two of the key ingredients.
Lessons from coaching a sport translates to teams of professionals or the classroom. My dad was a junior high school P.E. teacher, and gave me two secrets when I started volunteering to teach youth gymnastics at the local Y. First, be sure that each individual legitimately experiences a daily success and pride in their personal achievement. When they leave, be sure they feel glad to have come. Then they'll come back. Second, provide a target they can achieve, the next personal challenge toward being awesome. Then they'll come back with enthusiasm.
It made a good program; and I sought to do this when supervising engineers in industry, students in the classroom and research, and faculty and staff in the program. This seems to have worked as motivation. Of course, there is no control for comparison.
In considering direction, it seems that there are myriad values that lead to success, and a duality for each value. For instance, a person could choose to demonstrate individual prowess to get promoted, or a person could choose to enable others to make the team successful. Which makes a best team? I think the answer is obvious. In athletics, a team full of outstanding prima donnas can get beaten by a team of inferior players who cooperate.
Also, consider these other relevant value dualities: one could choose to do it the smart way and tag onto others who do the work, or be the grunt and invest the effort to do the work. Do enough to pass, or always do more work than needed to rise toward excellence. Defend your school legacy by undermining the rival, or defend your legacy by your performance. Be safe in getting your work accepted by following traditions, or be innovative, which risks failure. Strive to not make a mistake, or strive to add value. I think that attitudes of cooperation and enabling others lead to organizational success, and values that seek personal dominance or acclaim lead the community to mediocracy.
Individuals have their own vision, but this can be influenced by the environment. If everyone in the community is saying, "The smart way is to not make mistakes, because the leaders are always looking to use workers as scapegoats," then that behavior will be adopted by all in the community. By contrast, if all are saying, "Here, the employees really are valued members of the family," then they will feel uninhibited and be free to innovate.
Could this be modeled? I simulated 100 individuals, and randomly initialized their place on the value scale from -1 to +1. The perspective of each individual would tend to move them toward their own extreme, but this vision could be influenced by their closest buddies, by the average of all the individuals, and by managerial influence.
As time progresses, established individuals in the ensemble are randomly replaced with a person with a randomized perspective. What happens? When the perspectives of individuals are substantially independent, or when only influenced by their besties, some tend to move toward +1 and others toward -1. In that case, the organization tends to stay with an average near zero.
However, when the perspective of individuals can be more easily influenced by the average, the organization tends to move toward, and remain, at either the +1 or -1 extreme, depending on the vagaries of randomization.
When the direction from the organization is a consistent +1 or -1 value, and employees are somewhat flexible, the organization moves in the desired direction. When employees are somewhat flexible, receiving 30% of direction from self and the rest from friends and the norm, then if the management provides only 5% of the total influence, it is fully adequate to lead all of the individuals in the desired direction. However, if the direction of the organizational message is inconsistent, then the organization drifts. It all makes sense, but the model hasn't been validated by experts.
What can you do to set corporate direction? The simulation indicates that management should hire employees who are strong, but moderately flexible. The organization will influence them. Be sure that the organization leadership message is consistent, and that it directs the community toward the right values. Leadership actions must be true to the values claimed. Let people know what the desired vision is, and also let them know that their role is to join the team. Get them to accept the vision and their personal role in making it happen.
Employees need to recognize that they also shape the organization, while it shapes them. Realize that the values and way of success that served you well as a student are not necessarily the right way as a partner in the organization. Be flexible. Wear the team uniform, live the right values, and influence others toward team productivity.
In general, any experience translates and provides valuable insight. So now, do as much as you can to learn as much about every aspect of life, and you'll benefit in the future. Study coaching. Know what builds a championship team. Study psychology of human systems. Know what influences people to be cooperative innovators. Whether the worker or the boss, help shape the environment for success.
Notable: The students in my program just won the AIChE National Team Chemical Plant Design contest. It was their sixth time taking top honors in the 23-year history of the contest. That is about 25% of the national championships. How can one program be so dominant? We have the same accredited curriculum as others, use the same textbooks as others, and have characteristic students and faculty. I think the answer is in the magic of inspiring people to invest the extra effort, an aspect that is accepted by faculty, staff and students, who propagate right values through the continual infusion of randomness.


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Rosman Middle Announces First Quarter Honor Roll - Rosman NC
November 12, 2018
The following students were named to the Rosman Middle School Honor Roll for the first quarter of 2018-19 school year.
6th Grade
A Honor Roll
Marlow Brendan
6th Grade
A/B Honor Roll
Mila Acebal, Christian Adair, Carla Baker, Matthew Barton, Tarron Boley, Alexis Connor, Colton Dodson, Kaiah Foster, Savanah Gunter, Chris Holcomb, Addison McCall, Zander McCall, Alexis Powell, Kandace Powell, Jasmyn Shelton, Camden Stamey, Aria Sullivan, Jayla Suttles and Elora Whitmire.
7th Grade
A Honor Roll
McKenna Baker, Sarah Bandhauer, Alissa Cheek, Hunter Galloway, Arianna Leonard, Marley McCall, Al...
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Yes, that would work except the panel icons are not updated until I close FS and restart it or I save the scene twice in the same cell.
Viewing post in Deleteing old scenes
That sounds strange, i wonder if its a permissions thing, try right clicking and launching as administrator
It should not be a permission thing as FlowScape is installed on the E: drive in its own folder..
Run with Admin rights.
Save scene in blank cell
Load scene just saved.
Save scene a second time.
Saved screenshot is 3.8M at 1920 including UI.
Thanks i will take a look what the issue could be
As far as I have noticed, saving does work, but the thumbnail isn't updated. You can force this by either restarting or using the New option in the home menu.
Ive found the bug, ive been accidentally saving screen resolution thumbnails instead of tiny ones. So when it doesnt save in .2 seconds it errors. Fixed for the next version


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Aer Lingus likely to add two transatlantic services next year
Profits Airline's parent IAG rises 28% in first six months but group cuts growth
The group said second quarter operating profit before exceptional items totalled €555 million, up from €530 million a year earlier. Aer Lingus contributed €68million towards the profit.
Barry O'Halloran and CHARLIE TAYLOR
Aer Lingus could launch two further transatlantic flights next year, its parent group International Airlines' Group (IAG) indicated in Friday.
The Irish airline earned a profit of €42 million on sales of €787 million in the six months to June 30th, figures released by the group show.
Speaking after IAG announced its results, chief executive Willie Walsh indicated that the Irish carrier could add new routes to the US next year. However, he did not say that what those routes are likely to be. "We will leave that up to Aer Lingus," he said.
Sources have speculated that the airline is weighing a Dublin-Miami service. Industry data published earlier this year indicates that there could be strong demand for this service. The carrier did not rule this option in or out. A spokesman sad that it would consider any new opportunities as appropriate.
Aer Lingus is launching three new transatlantic services this year, from Dublin to Los Angeles, to Newark in New Jersey and to Hartford in Connecticut.
It is likely to announce any new services for 2017 at some point in the autumn. News of the likely expansion of the Aer Lingus network came as its parent said it was cutting back on planned capacity growth in light of varous factors, including continued problems with air traffic control strikes in France.
IAG, whic also owns British Airways, Iberia and Vueling, cut its 2016 profit outlook despite reporting a 28 per cent rise in operating profit for the first six months of the year.
The group said it expected full-year profits to rise by a "low double digit" per cent, having previously said in February that profits would be more than €900 million.
IAG said first half operating profit rose to €710 million from €555 million. Excluding Aer Lingus's contribution, operating profit totalled €668 million.
The group said second quarter operating profit before exceptional items totalled €555 million, up from €530 million a year earlier. Aer Lingus contributed €68million towards the profit.
A weak pound contributed to a foreign exchange cost of €148 million. IAG reports reports in euro but earns the bulk of its revenue in sterling. It is also affected by dollar prices for fuel.
"Numerous external factors affected our airlines including the impact of terrorism, uncertainty around the UK's EU referendum and Spain's political situation and increased weakness in Latin American economies," Mr Walsh said in a statement.
"This led to a softer than expected trading environment, especially in June."
Non-fuel unit costs fell 1.1 per cent during the second quarter but were up 0.8 per cent at constant currency rates.
The company said it had had to cancel more than 1,000 flights in recent months due to adverse weather conditions and air traffic control strike action in France. The group said it expected to book at least €80 million in disruption costs as a result of this.
"We have reduced our planned capacity growth for the second half of the year, and have 2017 capacity growth and capex under review," he added.
IAG said it already has 74 per cent of expected revenue booked for the third quarter. Based on current fuel price and currency levels it said it expected "low double digit percentage growth in pre-exceptional operating profit" in 2016.


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If you ask Shining Star Brandon to tell you a little about himself, he will tell you he is an easy-going guy, who loves BBQ, meeting new people and hanging out with his friends. What he might not tell you right away is that he was diagnosed with a brain tumor at only 12 years old. A week after he found out about his tumor, he began having complications with his vision. A round of blood-work revealed that the tumor was indeed cancerous, and subsequent surgeries determined he had a teratoma-germinoma tumor- an extremely rare mixed tumor type. When most kids are busy navigating the complicated world of middle-school politics and first crushes, Brandon was forced to come to grips with his mortality.
An active and rambunctious pre-teenager at the time, Brandon was worried about the effects his tumor would have on his lifestyle.
"My brain tumor caused double vision, depth perception loss, and a blind spot. I was nervous I wouldn't be able to do much more active stuff as I did before."
Prior to attending the 2011 Aspen Winter Games, Brandon was worried that his vision loss and medical problems would be an issue for him at the event. He knew he wanted to ski or snowboard, but how could he do either of these highly physical activities with a brain tumor and an eye patch?! Well, Brandon soon learned just how capable he was, despite these challenges.
"I didn't know how to ski or snowboard and was worried that my vision problems would make learning either of the two a huge challenge. But, the Shining Stars found me a great teacher, and within a week, I was flying down a mountain on my own feeling like a king," Brandon recalls.
After the Winter Games, Brandon and his family were invited to the annual Grand County Family Adventure, as well as the nearly 60 programs each year that Shining Stars offers to kids and families.
"On these trips, we all got to meet other survivors and families of survivors and make lifelong friends, exchanging stories, laughs, and great times. My family loves any trip with the SSF, and always talk about the friends and opportunities we've had thanks to this foundation."
Today, Brandon is 20 years old. While he has conquered so many of his serious health challenges, the road forward is not easy for pediatric cancer survivors. When the kids we serve are young, there are a number of resources provided to them and to their families through their children's hospitals, or through programs like Shining Stars. As soon as these kids "age out" of that system, however, they often times feel quite lost. From the lasting physical and mental health impacts of chemotherapy, to the social issues that linger after facing trauma, there is a clear need for some type of support programs for these young adult survivors.
At Shining Stars, we knew we had a chance to fill this gap. So, in 2016, we began offering groundbreaking Young Adult and Mentorship programs for Shining Stars over the age of 18. Brandon was one of our first participants!
In his own words, Brandon describes what these programs have meant to him:
"I felt extremely honored to be part of the Young Adult and Mentorship programs. These are great because we get to know people our own age who have had similar experiences, and I love being able to talk to others about our cancer history and relate in ways that I'm not able to with anyone else. We've all been through the same things, so I don't feel like I'm being out of bounds or riding my high horse when I talk about my whole history. It's comforting, judgment-free, and really relaxing."
In 5 years, Brandon hopes to be finished up with school and working in his chosen field of study. His Shining Stars mentor, Bob, has been a huge help to him in creating this vision for his future.
"Bob has been great for me, helping me find jobs, get my resume around, and many other things. I can always rely on him when I feel like there's nobody else to talk to."
In the future, Brandon also hopes to give back through volunteer-work and to meet someone special and start a family. We have no doubt that with persistence and dedication, Brandon will accomplish all of his goals. At Shining Stars, it is our honor and privilege to support kids like Brandon, and to help them realize their full potential. As Brandon states, he is out to "fully prove to this world that I may have been pushed down, but I am not out!"


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For four years Amy Alcott has endured Tantalus-like torture.
Tantalus, you may recall, was the mythical Greek king tormented by
fruit that he could never eat, though it dangled in front of him.
Whenever he reached for it, it moved away. For Alcott, the fruit
of 21 years of labor has been equally elusive: a 30th victory that
would put her in the LPGA Hall of Fame.
Last week at the Ping-Welch's Championship in Tucson, Alcott came
close to ending her 47-month winless drought. You could almost
hear her knocking on those Hall of Fame doors when after 36 holes
she trailed Dottie Mochrie by one stroke. On Saturday, Alcott's
chances seemed gone with the 45-mph winds when she bogeyed five of
the first 12 holes. But, reminding herself to ``put the peg in the
ground and go,'' Alcott birdied the last four holes to stay two
strokes behind Mochrie.
However Mochrie is one person you don't want in front of you on
Sunday. Overcoming shoulder and back injuries, a cold, and
blisters on her feet, Mochrie pulled away from the pack with a 68
and a 10-under-par win. Alcott came in with a 73, finishing tied
for fifth, seven strokes back. Still, Alcott will keep on moving
or, as the old pro would say, put the peg in the ground and just


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This time in two weeks we'll be married! How exciting.
YKW is having her hen night tonight so me and my best man (whose wife organised the hen night) went out for dinner. During the course of the evening we got to talking about the speeches. I have been given a few instructions from YKW as to what she might expect for me to say in the speech but I was thinking that it might be quite fun if over the next two weeks I were to put 4 sentences on my blog each day and the one with the most votes at the end of the day would be the one I would use. So basically you, the blog readers (if there are any of out there), would become the speech writers!
But alas, for you at least, I'm not going to do that. All though it hasn't yet happened, I value my marriage more than that!!!


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Icebreaker encounters most difficult ice conditions in 15 years.
The Swedish icebreaker Oden embarked to the North Pole from Svalbard last week but encountered difficult ice conditions not seen in one and a half decades. The captain of the Oden icebreaker described the ice conditions as the most difficult in the past fifteen years. http://www.highnorthnews.com/icebreaker-encounters-most-di?/ 0 kommentarer
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Earlier consultation at the request of the Secretary of State failed to produce clear preference for either separating the period of Standard grade and Higher Still papers or running them concurrently. The board then embarked on a model that would contain the two sets of exams within a short enough period to allow time for five courses of 160 hours in S5 leading to Higher Still.
It believes its model will "create a fairly stable timetable structure from year to year and leave two weeks free of examinations before the end of the school term". However, it acknowledges that some aspects may raise concerns about administrative or logistic problems and these will be considered by the new Scottish Qualifications Authority, which assumes responsibility from April.
Standard grade exams would start after May 17 and Higher Still a week later. All would be finished in the week June 10-16. The timetable allows for two, three-hour exams a day. In some cases papers would have to go on beyond 4pm but because of the problems that might cause in rural areas, the number would be kept to a minimum.
Wherever possible exams in a particular subject would be timetabled on the same weekday each year, and the diet would always finish on a Friday.
The timetable was drawn up before the Higher Still Development Unit had considered information on which courses schools and colleges are likely to offer. But the responses would not give details on presentation numbers or subject groupings which would help in preparing a timetable. Subject groups favoured in existing Highers are likely to change for Higher Still, the board believes.
* Problems in assessing practical abilities in the Standard grade sciences will be eased by a common set of proposals for biology, chemistry, physics and general science, the SEB states in asking for views by February 3. Teachers have been concerned about workload, the easiness of practical tests compared with other elements and variations across the four subjects.
The proposal is to produce a common set of objectives for investigative skills and ways of assessing them. The practical abilities element in each subject would be reduced from 33 per cent to 20 per cent. Candidates in all four subjects would complete two investigations for the exam.
Typical day under the 1999 timetable
Higher Still
Courses............... Papers.................. Time
Mathematics........... All..................... 9am-noon Classical Studies......All..................... 1pm-4pm Geology............... All......................1pm-4pm
Standard grade
Subject............... Papers...................Time
Spanish (reading)..... FG................. 9am-9.45am, 10am-10.45am
Spanish (reading)..... GC................. 9.15am-10am, 10.15am-11.15am
Spanish (listening)... F ..................11.05am-11.30amz
Spanish (listening)... G.................. 11.45am-12.10pmz
Contemporary Social Studies.. FG......... 9am-10am, 10.20am-11.35am
Contemporary Social Studies.. GC......... 9.05am-10.20am, 10.40am-12. 25pm
Spanish (listening).......... C........... 1pm-1.30pmz
Spanish (optional) (writing).. G.......... 1.50pm-2.35pm, C 2.50pm-3.50pm


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Pilot with FAA licenses looking for serious company for training and hire(ogłoszenie nr 110461)
Hello, I am looking for aviation company, that is willing to invest in me. I am a pilot with 10 years of experience, and 1000 hours TT, however my licensing has been earned in USA, therefore I hold FAA licenses: Airplane CPL Single and Multi IFR plus Airplane Instructor and IFR Instructor License. I am ready to sign contract in exchange of all necessary EASA training (conversion of FAA + ATPL) and hiring me as a pilot. I live by Kielce, Holly Cross Voivodeship, Poland. Thank you


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BOSTON, MA – Halloran Consulting Group, the life science management consulting firm, expands its robust range of clinical finance capabilities with the addition of the industry's leading financial forecasting tool.
7 steps to a successful first date with FDA
By Sonna Patel-Raman, PhD, Consultant II, Halloran
"His palms are sweaty, knees weak, arms are heavy…" Was Eminem talking about his first encounter with the Center for Devices and Radiological Health (CDRH) at FDA? Why does the anticipation of a first "date" with CDRH send your heart into overdrive? And what do you need to do to prepare adequately so you don't feel like a hormonal teenager about to go on a first date?
FDA embracing the electronic age we live in: New draft guidance issued on Electronic Informed Consent (eIC)
Power to the people (with smart phones)
By Mark Vermette, Principal Consultant, Halloran
Cloudy with a diminishing chance of hype
By Mark Vermette, Principal Consultant, Halloran
How to deliver a great conference presentation
By Denise Lacey, Managing Director, Halloran Consulting Group
Here in New England, buried under 8 feet of snow, we are dreaming of balmier climes…a late-winter jaunt south to a conference, perhaps?
Industry conferences are a wonderful opportunity to travel, learn, and network. For speakers, there are added benefits: free registration, the opportunity to demonstrate your knowledge and expertise on a subject, and a chance to polish your public speaking skills.
Halloran Consulting Group Announces Collaboration with Veeva
BOSTON–Halloran Consulting Group, Inc. (Halloran) today announced its collaboration with Veeva Systems (Veeva), providing a combination of technology and services to enable rapid access to Vault eTMF and ongoing Trial Master File (TMF) maintenance.


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We simply got here back from a weekend camping trip and after an extended day hiking on the first day I was anxious to lastly get in and get the tent setup. Birkenstock sandals are available in multiple kinds & colours. You could find thong, two-strap, multi-strap and back-strap sandals with the actually cheap value. The outlet sale birkenstock sandals come out with some actually cool colors & patterns like flashy snakeskin, bright reds, whites, and even pinks! Of course, the white birkenstocks are coolest. The quality of the low cost birkenstock sandals are top. When you take good care of your sandals, you'll be able to wear your Birkenstocks for years.
Restricted version objects have been created particularly for the shop, together with a version of the just lately launched 'Valli' bag, the 'pretty ugly' Birkenstock-inspired sandals in crocodile, and a special jewelry collection designed by longstanding creative collaborator Luigi Scialanga, who has produced all of Valli's tremendous jewelry because the house was first launched in 2005.
Like many specialty shoemakers, Dansko gained a loyal following by providing trendy footwear that were additionally incredibly snug. Their Danish clogs, sandals, boots, and shoes are designed for individuals of all ages. The styles are easy, however have a particular European aptitude.
Alpro sneakers is another licensed producer of Birkenstock styled footwear who specialise in work put on from heavy industry to nursing and catering. They supply a spread of comfortable working clogs that may have the next features. Metal toes for protection on constructing websites and in factories that meet with well being and safety regulations. Non slip soles developed to be proof against sliding on oil primarily based substances and different chemicals with uppers resistant oil or chemical penetration. Clogs which might be safely and repeatedly scorching washed and disinfected with out inflicting them any injury which are broadly used in the medical career. Incorporating the Birkenstock footbed sole and a raised toe bar for a extra pure strolling movement these are extraordinarily snug working shoes that can be worn all through the day giving maximum help in your feet to avoid getting sore toes.
Regardless of the prevalence of foot injuries brought on by uncomfortable footwear, there are only a handful of brands that really target folks with foot problems. After all, this does not imply that it's important to have unhealthy toes to put on these brands. The truth is, research show that wearing snug footwear is one of the best and most reliable option to prevent continual foot injuries. With that in thoughts, let us check out some of the high foot care brands that combine fashion with orthotics.


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I Wated have a specific type but I do prefer a boy taller than me with a stocky build. Ebony girls. Eating boobs, like eating pussy, takes skill, timing, technique, etc.
|Relationship Status:
|Not married
|Searching Nsa
|Los Angeles, CA
|Not important
|Relation Type:
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Views: 8276
I have a 9 in. Senior woman search married online dating girls searching single whites Tomorrow morning at 9:30yum.
JAXs Belmont Sat, Night m4w One hell of a long shot but who knows, you were there with your girlfriend, you, red dresss, would love to meet you there for lunch or after work drink to write.
A man who knows how to,like and take care of his female.


text:
number available: 20
venue: 5 STAR RATED ★ TRUSTED SELLER
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Security: What is it really in the U.S. today?
January 3, 2015 – Jeffrey A. Hawkins
Security in the United States is a very misunderstood term, field, and concept.
When people think about security of a home or business several things may come to mind.
Business owners, executives, politicians, and the public in general have different ideas what security entails. Thus there is often confusion and efforts to implement "security" are not as effective as it could, or should be, which is dangerous, misleading, and a waste of resources.
Alarms, cameras, locks, and guards are typical responses; however "security" has many components and is much more complex and encompassing than most people understand.
Security by definition is "the state of being free from danger or threat," so you can see this is quite a task.
Under the exact definition, security may be carried out by a homeowner on their own property, private security personnel in a business, school, mall, etc., or a government entity in government buildings or property.
But generally security is distinguished as private security or public security – one being paid for by an individual or organization and the other by tax dollars.
For the purposes of this article, this blog, and most future references, we are focusing on private security for several reasons.
First, for the most part, people are responsible for their own security (and this will be discussed in a future article). It is not the responsibility of law enforcement to secure a home or business; they were established to respond to crimes and apprehend criminals. Security is generally proactive (preventing) and police are generally reactive (responding).
Second, most people do not realize what effect the security industry has on their daily life or even national security. Sure there are jokes and movies that make fun of mall security personnel and security guards, but the fact of the matter is private sector security personnel protect between 50% and 80% of this nation's Critical Infrastructure.
Third, according to the 2014 study by ASIS International and Institute of Finance & Management entitled "The United States Security Industry: Size, Scope, Insights, Trends, and Data", there are roughly between 1.5 and 2 million full-time security personnel employed in the United States – this is about twice the number of police officers. Also, over $170 billion is spent each year on security personnel, products and services – and this number is growing.
The fact of the matter is security is never 100% effective, but no security is 100% vulnerability, the trick is to find the balance and apply best practices, be it in the home, church, school, or business.
In the industry security is generally divided into physical security and cyber security; cyber security quickly becoming a field unto itself, so it will not be discussed here because there are many cyber-security experts out there and the field is constantly evolving.
But physical security has been around as long as man has attempted to protect people and property.
It is generally divided into three areas: physical (locks, lighting, fences, etc.), electronic (alarms, closed circuit television or CCTV, card access, etc.), and procedural (the implementation of personnel, policies, procedures, key control, etc.).
There are many more components to these three areas of physical security, but this should give a general idea of what it entails, whether applied to a home, business or other venue.
One of the problems is that too many times a homeowner or business will implement one component and feel that they have established "security", and this may or may not be true depending on the circumstances, but generally there needs to be more than one "layer" of security to be effective.
What also is often confusing about security is that other "things" get lumped in with it or are left out.
For instance, security often entails not only the physical, electronic, and procedural aspects of protection, but includes emergency planning and response and crisis management; yet all are three different areas of an overall plan.
I often refer to security, emergency management, and crisis management as the "before, during, and after" parts of the programs.
Security, as described above, are all the things that should be implemented to try to protect lives and property – this is the "before" measures, or layers. They area meant to prevent an incident or loss from ever occurring by combining physical, electronic, and procedural measures.
Emergency management are the plans and procedures that are put into effect, often when security measures fail or there needs to some other type of response that usually falls to security personnel; this is the "during", where something bad is happening and action must be taken to save lives or protect property.
Crisis Management, which is the often over looked component of an overall plan, is the "after" part, when the incident or emergency is over. A Crisis Management Team or plans are predetermined people, policies, and plans that are implemented to help recover from an incident. Just as security and emergency management are two very distinct areas, crisis management is also and often not put in place or thought about until there is an actual incident and this is not the time to develop a crisis management team or plan.
Security in the United States will continue to grow, professionalize, and become more responsible for all citizen's safety and individuals must understand security to keep themselves, their loved ones, and their property safe and secure in an ever changing, and dangerous, world.
Jeffrey A. Hawkins is a senior public safety/security professional with over 30-years of diverse experience working for profit, not-for-profit, and government organizations on a local, regional, and global level.
Hawkins is a former law enforcement supervisor who transitioned into the private security sector serving as Chief Security Officer in the pharmaceutical, health care, cultural properties, religious, and corporate industries. Hawkins graduated from the Chicago Police Academy and has over 1,000 hours of training in the areas of security, law enforcement has a B.S. degree in Business Administration, and an M.S. degree in Management. He graduated from the Chicago Police Academy and has over 1,000 hours of training in the areas of security, law enforcement, and emergency management with such specialty agencies as the FBI, Northwestern University School of Police Staff and Command, and counter terrorism agencies in Israel.
Hawkins is a media authority on the topic of security and public safety and frequent speaker across the country. For more information, visit: https://jeffreyhawkins.net


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Sales Supervisor for Heavy Steel Fabrication - Germiston
- Recruiter:Dawning Truth
- Location:Germiston, Gauteng
- Salary:R 480K - 720K per annum
- Sector:Engineering Jobs
- Job Type:Permanent
- Date added:08 June 2019
- AA/EE opportunity?:No
- Benefits:Not included
- Similar Jobs:Engineering Jobs in Germiston
*** Sales Supervisor - Heavy Steel Fabrication ***
Top large scale steel fabrication firm seeks Sales Supervisor - Heavy Steel Fabrication. To supervise Sales Team and to sell Large Projects.
Non-Negotiables (We will check):
* BEE: Open to All Races
* Selling Complex Steel Projects
* Expert in Estimating
* Expert in Negotiating
* Expert in Landing Large Accounts like Eskom
* Results Orientated
* Take Accountability Person
* 5 years Large Complex Steel Project Sales
* 5 years Steel Estimating
* 5 years Negotiating Large Deals Complex Deals
* 5 years Large Account Management
What the person must be able to do:
This role is in the large scale steel fabrication sector. All duties would take place in this context.
* Sell Large Ticket Steel Projects
* Complex Estimating
* Pricing Negotiations
* Verifying the accuracy of all Team Quotes
* Mentoring and Growing the Sales Team
Key Job Deliverables:
* Turnaround the Sales Department
* To Sell R60mil of Projects per Annum
* To ensure an Average Departmental GP of 30%
Background work experience:
* 5 years Large Complex Steel Project Sales
* 5 years Steel Estimating
* 5 years Negotiating Large Deals Complex Deals
* 5 years Large Account Management
* Diploma in Mechanical, Civil or Fabrication
* Selling Complex Steel Projects
* Has worked on large complex steel projects with many components
* Estimation and proposal creation for large complex projects
* Negotiating complex multi-million rand deals with large clients
* Managing Large Accounts like Eskom and Sasol
* Advantageous: Specific Knowledge in Selling to Eskom
Personality Summary:
* High Driver - Ambitious, Results Orientated Go-getter. Self-Starter. Makes things happen.
* Moderate Analytical - Strong with analysis, metrics, data and fact based decision making.
* Adv: Moderate Administrative - Good with procedures, processes and best practices.
Benefits of this Role:
* Independent work culture
* Strong growth prospects
* You can make your mark here
Reports to: Sales Manager
Location: Germiston, Johannesburg
Salary: Market Related. In the Range of R480K to R720K per annum. Highly exceptional more senior candidates may be considered.
Type: Permanent
Start: ASAP
Reference: j615


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Whether it is getting past blockages, gaining more clarity in your life, healing physical pain, or just maintaining your good health, one-on-one sessions are a great way for you to take your practice to the next level. Start with Foundational Sessions, then go deeper by adding Sound Healing
Intuitive Energy Work: $100
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Restorative Yoga with Reiki: $100
Restorative Yoga and Reiki helps to balance and re-energize the body. With the use of bolsters, blankets and other yoga props, the client rests in a state of relaxation and openness, with grounding hands on your shoulder and other parts of the body to encourage settling into the restorative poses. As the session continues and the client begins to relax, the body, feeling nurtured and safe is able to heal pain and release stress. Each session includes 3-5 poses held for 10-12 minutes with gentle adjustments offered to further facilitate relaxation. The added component of Reiki (intuitive touch) energy allows the client to drop into the silence quicker and deeper, leaving the session feeling more centered, peaceful, and with a greater sense of well-being.
Intuitive Energy Work with Sound Healing: $130
Once we have completed a few foundational Intuitive Healing or Yoga sessions together, you may decide that you want to go deeper into your healing by adding a sound component to your session. The additional support of sound vibrations can help to propel you even further into the next stage of your healing evolution by deepening relaxation, clearing blockages, boosting mental clarity and concentration, and bringing the nervous system more into balance.


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John Henry Patterson - Quotes
There are 3 quotes by John Henry Patterson at 95quotes.com. Find your favorite quotations and top quotes by John Henry Patterson from this hand-picked collection . Feel free to share these quotes and sayings on Facebook, Pinterest, Tumblr & Twitter or any of your favorite social networking sites.
Before you try to convince anyone else, be sure you are convinced, and if you cannot convince yourself, drop the subject. ---->>>
An executive is a person who always decides sometimes he decides correctly, but he always decides. ---->>>
To survive, men and business and corporations must serve. ---->>>
Name: John Henry Patterson
Nationality: American
Born: December 13, 1844
Die: 05-07, 1922
Occupation: Businessman


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Price: £179.99
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This large colourful 3 x 2m outdoor placement mat is great for reading and group play activities.
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Sell with Bidwell
Anyone (or anything) can list a property, but it takes an expert to market a home. Marketing a home requires three components: Range, Reach, and Influence. RANGE is the internet. The internet is the most widely used and powerful source for finding information. REACH are websites on the internet with traffic. When your property is keyed into BrightMLS, they display on every major real estate and brokerage website for viewing. All professional brokerages offer the same reach. INFLUENCE is the defining ingredient between a successful or unsuccessful home sale. Influence is defined by the effect we have on how we market your home to 1) attract buyers and 2) affect their decision process.
Influencing Buyers is some of the most critical work we do at Bidwell Properties Group. We believe that marketing and selling your home is an art as much as it is a science. Here are the 3 main steps we take to selling your home:
Clarity Consultation
At our first consultation, we will meet you at your current home to walk through the property, take detailed notes on your home's features, and most importantly, sit down to hear about your real estate goals. This is an important opportunity for us to gain a deeper understanding of what is and isn't working for you in your current home and neighborhood, your timeline, and other preferences so we can advise you with next-steps that will help you achieve the most successful outcomes.
Pre-listing Preparation
It takes a Buyer 7 seconds to form a lasting impression on your home. In that 7 seconds, a Buyer will either connect with or disconnect from your home. That is how quickly Buyers decide whether your property "feels like home."
This is why it's so important for us to organize and prepare your home in a way that commands the most attention from Buyers. We will then prepare a Pricing Strategy and Marketing Plan that sets you up for maximum market exposures and sets you up for success.
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Once we go live, we will keep you updated on feedback from Buyers and Agents that tour your property. Once we receive an offer and come to an agreement on the terms that protect your best interests, we are officially under contract! From here, we will manage the process from Contract to Close, staying in close contact with the Buyers and their Agent to make sure that it goes as seamlessly as possible.
Contact us today for a complimentary and confidential consultation.
Contact us today for a complimentary and confidential consultation!


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Mark Noble has revealed that the entire squad were thoroughly delighted by Andriy Yarmolenko's first goal for West Ham since returning from injury.
Sebastien Haller has not ruled out the possibility of representing his country on the international stage.
West Ham United's Lukasz Fabianski was in good form once again as he helped Poland to a goalless draw against Marko Arnautovic's Austria in Warsaw.
Declan Rice has revealed how he received a series of threats via social media following his decision to represent England at international level.
WHUISA have called the decision by West Ham United to try and prevent KUMB from gaining access to post-match managerial press conferences "stupid, vindictive, unnecessary and counter-productive".
Andriy Yarmolenko says he is thoroughly enjoying life now that he has recovered from injury - whilst admitting that he has developed a particular affection for English parks and the British sense of humour.
Frank O'Farrell - at the tender age of 91 - is West Ham's United oldest living player.
Ex-Charlton and Ipswich goalscorer Darren Bent believes West Ham have left themselves stretched too thinly by allowing Javier Hernandez to leave the club without a suitably experienced replacement.
Ex-England international Danny Mills has praised Declan Rice's "discipline" following his performance against Bulgaria's in England's 4-0 win at Wembley on Saturday.
Albian Ajeti played a full 90 minutes for Switzerland as they brushed aside Group D minnows Gibralter 4-0 on Sunday afternoon.


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Guest Author
Children have long been recognized as a population with significant challenges accessing medical care, most notably due to a limited number of pediatric specialists who are concentrated at children's hospitals in urban settings. And the very nature of face-to-face, traditional health care may place a disproportionate burden on low-income and rural based families.
This is particularly true in the large geographic region served by Children's Hospital Colorado and the University of Colorado School of Medicine.
The Southwest Telehealth Resource Center has scored a hit!
Or, you might say, five hits!
Established in 2009 by the Arizona Telemedicine Program, with funding from the federal Health Resources and Service Administration's Office for the Advancement of Telehealth, SWTRC serves telehealth programs in five southwestern states: Arizona, Colorado, Nevada, New Mexico and Utah.
Have you been to any telemedicine meetings lately and wondered what's happened to the basic research presentations? Surely it can't be that we've solved all the challenges and finally proved to everyone that telemedicine really does have all the advantages we've been touting for years.
No, there's still a lot to discover and basic research is alive and well. The reality is that times change as do societies, tradeshows and conferences. It's not a bad thing and there are lots of very useful, educational and productive telehealth meetings to choose from and attend. It all depends on what you are looking for. For example, the Service Provider Summit (SPS https://ttspsworld.com/) is a great national conference focusing on linking telemedicine and telehealth service provider companies with hospitals, healthcare systems, clinics and others who need their services.
In its spring 2018 update on state telehealth laws and reimbursement policies, the Center for Connected Health Policy reported a patient-friendly trend in telehealth and telemedicine delivery to home-bound patients. Ten states have revised their policies to recognize a Medicaid patient's home as an "originating site" – a policy change enacted to improve patients' access to care.
The 10 states are Colorado, Delaware, Maryland, Michigan, Minnesota, Missouri, New York, Texas, Washington and Wyoming.
February is a month that's often dominated by red and pink hearts. But for some 30 million Americans, February is when their plight comes to the forefront.
February 28 is Rare Disease Day. Unfortunately, having a rare disease is more common than the name suggests.
A central feature of Telehealth is that data, potentially in vast amounts, are accumulated about patients by provider organizations. This data has a variety of important uses beyond the diagnosis and treatment of each specific patient, both for individual health organizations and for the public at large (e.g., population health). Without modern data management technology, namely a data warehouse, there is no efficient way to analyze data aggregated from large patient populations, or ultimately use it to support data-driven healthcare decisions.
A data warehouse is a central data repository that stores data from multiple sources across an organization, enabling organizations to extract useful information.
Every now and then it's good to sit back and reflect, take stock and think about where you're going next. In the grant world, this happens on a regular basis – every time you want to submit a new one or if lucky submitting for a continuation or renewal. The SWTRC has been successful in obtaining funding since its inception, but this cycle was a little different. The SWTRC is funded by HRSA, the Health Resources & Services Administration. Specifically by the Office for the Advancement of Telehealth (OAT). So what could be new if we've been "in business" for nearly 10 years?
In 2010, the U.S. Department of Health and Human Services signed an agreement with the U.S. Department of Agriculture to form a partnership to support healthcare access in rural communities.
As a result, since 2012, Leila Samy, Rural Health IT Coordinator, HHS Office of the National Coordinator, has worked with rural communities around the country, organizing statewide meetings to address issues such as healthcare financing, telehealth infrastructure, broadband demands and other topics relevant to establishing and maintaining healthcare access in rural communities.
I recently had the opportunity to speak at "Georgia's Health Care Reform Task Force" with other members of the Emory Virtual Patient Care team headed by Greg Esper, MD. Dr. Esper is a neurologist and Director of New Care Models at Emory and champion for expanding Emory's telehealth footprint in GA (https://www.emoryhealthcare.org/physicians/e/esper-gregory.html).
Tucson's recent designation as a UNESCO City of Gastronomy is a tribute to our long history of harvesting plants native to the Sonoran desert and heritage plants brought over by the Spanish, as well as the innovation and local mindedness of our community, and the multitude of food system initiatives constantly striving to improve the food security of our diverse populations.
A food system consists of the entire process from which food moves from farm to fork, including production, processing, packing, distribution, consumption, and food waste management. A healthy, sustainable food system is directly connected to public health goals like reducing hunger and obesity, protection and conservation of natural resources, and facilitating economic growth.
Southwest Telehealth Resource Center • University of Arizona Health Sciences • P.O. Box 245105 • Tucson, AZ 85724-5105
© 2009 - 2019 Southwest Telehealth Resource Center. All rights reserved.
This website was made possible by grant number G22RH30360-01-00 from the Office for the Advancement of Telehealth, Health Resources and Services Administration, DHHS


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Negrello, M.; Serjeant, S.; Pearson, C.; Takagi, T.; Efstathiou, A.; Goto, T.; Burgarella, D.; Jeong, W.-S.; Im, M.; Lee, H. M.; Matsuhara, H.; Oyabu, S.; Wada, T. and White, G.
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We investigate the photometric redshift accuracy achievable with the AKARI infrared data in deep multiband surveys, such as in the North Ecliptic Pole field. We demonstrate that the passage of redshifted polycyclic aromatic hydrocarbons (PAH) and silicate features into the mid-infrared wavelength window covered by AKARI is a valuable means to recover the redshifts of starburst galaxies. To this end, we have collected a sample of ~60 galaxies drawn from the Great Observatories Origins Deep Survey-North Field with spectroscopic redshift 0.5 ≲zspec≲ 1.5 and photometry from 3.6 to 24 μm, provided by the Spitzer, Infrared Space Observatory and AKARI satellites. The infrared spectra are fitted using synthetic galaxy spectral energy distributions which account for starburst and active nuclei emission. For ~90 per cent of the sources in our sample, the redshift is recovered with an accuracy |zphot-zspec|/(1 +zspec) ~ 10 per cent. A similar analysis performed on a set of simulated spectra shows that the AKARI infrared data alone can provide photometric redshifts accurate to |zphot-zspec|/(1 +zspec) ~ 10 per cent (1σ) at z≲ 2 . At higher redshifts, the PAH features are shifted outside the wavelength range covered by AKARI and the photo-z estimates rely on the less prominent 1.6 μm stellar bump; the accuracy achievable in this case on (1 +z) is ~10–15 per cent, provided that the active galactic nuclei contribution to the infrared emission is subdominant. Our technique is no more prone to redshift aliasing than optical-ultraviolet photo-z, and it may be possible to reduce this aliasing further with the addition of submillimetre and/or radio data.
|Item Type:
|Journal Item
|Copyright Holders:
|2009 The Authors, 2009 RAS (journal compilation)
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|galaxies: active; galaxies: starburst; infrared: galaxies
|Academic Unit/School:
|Faculty of Science, Technology, Engineering and Mathematics (STEM) > Physical Sciences
Faculty of Science, Technology, Engineering and Mathematics (STEM)
|Research Group:
|Item ID:
|Depositing User:
|Stephen Serjeant
|Date Deposited:
|26 Mar 2009 10:18
|Last Modified:
|18 May 2019 23:01
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LIMEWIRE.EXE, checksum 1AA4A89A - Windows process info and troubleshooting
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Click on the slide show to see this week's featured properties:
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Patrick Raynor
Compliance Associate
Patrick joined Pritzker Private Capital as a Compliance Associate in 2019. He assists with a wide range of compliance and legal functions spanning regulatory filings, state and federal reporting, due diligence, and legal drafting. During law school, Patrick completed a series of corporate courses and worked with an emerging SEC registered investment advisor on a litany of legal and regulatory tasks.
Patrick received his J.D. from Boston College Law School in 2018. He received his B.S. magna cum laude in Finance from the University of Massachusetts Lowell in 2015.


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Paint you pet
Your dog, cat, horse, lizard, hamster, whatever you call you pet
Any breed of breed of dog, if your not sure about your breed or if you have a mixed breed send us a picture of your dog and we will look for a match.
You can do these in any size board in any colors. You can even change the fonts of your names.
You can bring snacks and booze to enjoy while you paint
Easy enough for any skill level and age
Dogs are welcome to join
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Earlier Event: February 18Tiny Tots Watercolor Surprise Easter Egg @ The Bull Room
Later Event: March 20Small Small Saturday in Pinehurst


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Ninh Bình
Ninh Bình is located a day's drive south of Hanoi. The nearby area of Tam Cốc is known for its stunning karst landscape. However, unlike the Đồng Văn Karst Plateau and Halong Bay, the limestone crags here rise out of rivers. Rice is planted on the shallow edges of the river, and snowy egrets stalk the fields in search of food.
Jake and I took a boat cruise through Tam Cốc. We marveled at our guide's adept use of only her feet to row the small boat. The boat wound its way between towering rocks and then slipped through underground caves. At the halfway point, we made a U-turn and revisited the landscape we'd just passed through. Despite the repetition, I wasn't bored; things looked different from the other direction, as the easily rocked boat prevented rapid head swiveling while trying to take everything in.
After a late lunch of phở, we motorbiked through flooded rice paddies to get to Bích Động Pagoda. This temple structures is built into the mountainside, and stone steps snake their way between levels. Climbing to the top took us in and out of dark caves, some with large structures and others with small altars.
While exploring the complex, we noticed a narrow set of steps leading up and over the crest between two hills. After leaving Bích Động Pagoda, we climbed these steps and were surprised by a goat perched on a narrow ledge above us, calmly munching the foliage. We made our way down the other side and into a small picturesque valley (complete with a fish pond and rice fields) nestled amongst rocky crags. We went to follow the path skirting the pond, but Jake was attacked by a territorial rooster. He was able to fend the entitled bird off (using kicks and making threatening lunges), and the rooster decided that he maybe wasn't the scariest thing around. However, the message didn't stick; the rooster, complete with loud crowing and aggressive pecking, was there again after we turned back.
On our way back to the hotel, we attempted to photograph egrets in the rice fields. However, we were ultimately unsuccessful; the squeaky rear brake frightened all the birds off. By the time we were able to dismount the bike and get our cameras pointed in the right direction, the egrets had all taken flight and headed to the next rice field over. We repeated this process multiple times, but ultimately gave up once the birds had moved too far from the road.
Near our hotel in Ninh Bình, we had difficulty finding any restaurants serving cơm chay, a Ninh Bình specialty. Instead, we feasted on bún cá (noodles with fish, similar to bún riêu) the first night, and on the second night, a selection of fish cake, fried spring rolls, dark-colored sausage, and noodles compressed into flat cakes. After dinner on both nights, we treated ourselves to chè; as a result, I was so full of tasty food that Jake needed to roll me back to the hotel.
We booked beds on a sleeper train from Ninh Bình to Đông Hà and were able to find some crispy cơm chay next to the train station. We dropped our bike off to be crated and put on a 4pm train, and then parked ourselves in a coffee shop for several hours. We had a lot of time to kill, since the hard sleeper beds we'd booked were on a train that left just after midnight. Our chosen coffee shop was decorated with several lovingly displayed motorcycles and a large selection of framed motorbike pictures. And we didn't feel too bad about staying there all afternoon, because we also ate dinner there before heading to the train station. Back at the train station, we still had several more long hours to kill before our train arrived.


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NLP Site Information
The data provided in this online resource consists of word embedding models derived from a large corpus of textual data gathered from the institutional web domains of 50 elite U.S. universities. An automatic web crawler (spider) was used to scrape all textual data found in a university's website by automatically following links within a University official online domain and collecting all detected textual content. Word embeddings were then calculated using the word2vec algorithm (Mikolov, Sutskever, Chen, Corrado, & Dean, 2013).
Word embeddings (also known as word vectors) were discovered by leveraging, distributional semantics theory (DST). DST is a field of linguistics that studies theories and methods for quantifying and categorizing semantic similarities between linguistic items based on their distributional properties in large corpuses of textual data. The basic idea of distributional semantics can be summed up in the distributional hypotheses which postulates that linguistic items with similar distributions tend to have similar meanings.
The distributional hypotheses was first suggested by (Firth, 1957) who proposed that words that occur in similar contexts tend to have similar meanings with the famous sentence "you shall know a word by the company it keeps". Therefore, the meaning of a word can be approximated by the set of contexts in which it occurs.
Recent advances in machine learning for natural language processing (NLP) have given credence to the distributional hypothesis. In particular, new techniques for creating word embeddings that leverage the context in which words appear in large corpuses of textual data have significantly contributed to improve the state-of-the-art in machine translation, sentiment analysis, part of speech tagging, document summarization, text classification and information retrieval. Word embeddings is the collective name used to design a set of language modelling and feature learning techniques in NLP where words or phrases from a vocabulary are mapped to dense vectors of real numbers. Each vector comes to represent in an abstract way the "meaning"of a word, with different dimensions encoding different syntactic and semantic connotations of the word.
The following Figure shows an illustrative mapping of words to embedding vectors. In such a vector space, different dimensions encode semantic and syntactic meaning based on the usage of the words on the corpus on which the word embedding model was trained. In the Figure, for explanatory purposes, some illustrative dimensions have been given idealized names for interpretability and to convey the idea of what is captured in the dimensions of the vector space. Such vector spaces possess the distinctive property that words that are semantically or syntactically similar are mapped to adjacent regions of the vector space (top right of the Figure). Since, it is not possible to visualize vector spaces larger than 3 dimensions, the geometrical properties of such multidimensional spaces can only be visualized by applying dimensionality reduction techniques to the original vector space. Thereby, we can see in 2 dimensions how the word embedding model manages to bring related words to nearby regions.
Illustration of words mapped to 7 dimensional numerical vectors also known as word embeddings. The dimensions of the word embeddings codify semantic and syntactic features of the words. In this figure, for the sake of clarification purposes, the dimensions are given illustrative names for interpretability. For visualization purposes, high dimensional spaces can be mapped to low dimensional spaces using techniques that preserve the geometrical structure of the original space. Word embeddings possess the distinctive property that words that have close semantic meanings are mapped to adjacent regions of the vector space (top right). Also, the vector space captures meaningful syntactic and semantic regularities such as certain directions codifying for semantic relationships between words like for instance, gender, as shown in the bottom right of the figure by the dotted lines.
Another property of word embeddings is that the learned word representations capture meaningful syntactic and semantic regularities between words, such as for instance gender or verb tense, and that said regularities are consistent across the vector space. The regularities are observed as constant vector offsets between pairs of words sharing a particular relationship. The dotted lines in the bottom right of the previous Figure illustrate a consistent gender axis that exists in the exemplary vector space. This property permits the usage of analogical reasoning to answer questions such as "man is to woman as king is to…" by using vector algebra of the form: where stands for the vector representation of word 𝑛. In a properly trained word embedding model with a sufficient and relevant text corpus, the result of the previous vector algebra operation will be a vector whose closest neighbor is the vector for the word queen.
A particular type of word embedding that has become very popular in the machine learning literature is the word2vec set of techniques(Mikolov et al., 2013). Word2vec uses a shallow neural network to learn a distributed representation of words based on the textual contexts in which they occur within a text corpus, thus leveraging the distributional hypothesis (Firth, 1957).
After training word2vec on a text corpus, words that are used in similar contexts will end up with similar numerical vector representations. One of the most impressive capabilities of word2vec is its ability to draw together words that are used synonymously in similar contexts even if they never appear together in the training corpus. This feature is a key component of the ability of word2vec to generalize.
One of the main advantages of working in a vector space is that we can use cosine similarity to quantify the proximity of word embeddings in said vector space. Since word2vec brings words used in similar contexts, and thus semantically related according to the distributional hypotheses, to adjacent regions in the vector space, the context in which a word is used in a corpus of text can serve as a reliable proxy to estimate the semantic denotation with which the word is used in the corpus.
University domains scraping
Between February and April of 2018, the Internet domains of 50 elite universities in the U.S. were scraped using Scrapy, an application framework for automated crawling and extraction of data from websites. The list of universities scraped was taken from the top 50 entries in the US News University Ranking Charts of 2017. The scraping process collected only the textual content of HTML elements such as <p>,<li>,<td>, <div>,<td>and <a>. HTML elements not containing natural language such as structural, scripts or styling elements were specifically left out. Coding logic was used to prevent redundant scraping of already fetched nested elements.
The scraping process started at the base URL of each University domain and proceeded to extract all target textual elements and to follow the detected links pointing within the University domain up to a predefined depth level to continue collecting textual elements. A depth first crawling algorithm for visiting scraped links was followed for memory efficiency reasons.
Different universities organize information in their websites in tree structures of varied characteristics. Therefore, scraping the 50 universities domains to a fixed depth limit generates output files of very different size. Consequently, scraping sessions were carried out at different depth levels for each University domain to ensure the volume of text scraped from each University fell within the same order of magnitude. The file sizes of scraped textual data from each University web domain covered a range from 170 MB to 611 MB (mean=324MB and SD=96MB). In total, a text corpus of size 16 GB was retrieved. All the scraping rounds for each domain were carried out to completion to ensure sample representativeness. The robots.txt directive for each University domain was always respected.
Generating word embeddings using word2vec
For a computational analysis of the meaning of a word based on the context in which it occurs, an encoding scheme that permits the quantification of similarity between words is needed. In the machine learning community, the state-of-the-art method for generating such an encoding models words using word embeddings.
Word embeddings models represent (embed) words in a continuous and dense vector space were semantically similar words are mapped to nearby regions. These models make use of the distributional hypothesis, which states that words that appear in similar contexts share semantic meaning. There are two main computational approaches to generate word embeddings: count-based methods and predictive methods. Count-based methods compute the statistics of how often word pairs co-occur in large text corpuses and then map the count statistics to a small dense vector for each word. Predictive models are trained to predict a word from its neighbors using a small dense embedding vector serving as the learned parameters of the model. Of the different methods to generate word embeddings, word2vec is a particularly computationally efficient predictive model with robust performance.
Word2vec provides two similar shallow neural network architectures to compute word vectors: the Continuos Bag-of-Words model (CBOW) and the Skip-Gram model. The CBOW model is trained to predict target words from source context words. The Skip-Gram model does the inverse and is trained to predict source context words from the target word. Both CBOW and the Skip-Gram model work by using a neural network to nudge together in the embedding space vector representations of words that appear in similar contexts and nudge apart vector representations of words that do not often appear in similar contexts.
To generate the word embeddings of the corpus vocabulary, the gensim (Řehůřek & Sojka, 2010) implementation of word2vec was used. Both the continuous bag of words (CBOW) architecture and the Skip-Gram architecture generated similar results but the CBOW performed slightly better in the gathered corpus so it is the model provided in this website. For training the word vectors, the following parameters were used for the genism word2vec class: vector dimensions=300, window size=15, minimum word count to be included in the model=5, negative sampling=10, down sampling frequent words = 0.001, number of iterations (epochs) through the corpus=5.
Quantifying similarity between word embeddings
In order to quantify the similarity between word embeddings, the cosine similarity metric was used. The cosine similarity between two nonzero vectors v and w computes the cosine of the angle between them, to quantify their similarity in the vector space they inhabit. Two vectors with similar orientations have a cosine similarity close to 1, two vectors at 90° have a similarity of 0, and two vectors diametrically opposed have a similarity of -1, as illustrated in the following Figure.
Similarity between vectors can be estimated by calculating the cosine of the angle θ between them. Normalized vectors pointing in similar directions and therefore adjacent in vector space will have cosine similarities close to 1. Dissimilar vectors pointing in very different directions, with a large angle θ between them, will have negative values of cosine similarity.
Evaluating the quality of the word embeddings
Estimating the quality of the word vectors created by a word embedding algorithm is essential to evaluate the potential usefulness of the model. Yet, the word2vec training algorithm is unsupervised. Therefore, there is no optimal way to evaluate the quality of the word embeddings generated. There are however proxies that provide fair approximations.
The creators of word2vec released a testing set of about 20,000 syntactic and semantic test examples for analogical reasoning of the type "A is to B as C is to D" such as "man is to woman as king is to … ". If the word embedding representation is able to estimate from the vector algebra operation a vector whose closest neighbor is the vector for Queen, that word analogy instance is considered as correctly classified by the model. In this task, our word embeddings model trained on the entire universities data corpus achieved a classification performance of 60% (58% for semantic analogies and 61% for syntactic analogies). This is not too far from what the original authors of the method achieved on a much larger corpus of news articles 77% (77% for semantic accuracy and 76% for syntactic accuracy). It is important to note that one of the components of the semantic accuracy analogical reasoning test in the original paper was about currency analogies of the type "US is to dollar as Europe is to euro". The information required to generate correct answers to such analogies is common in news articles sources, particularly in the finance section. Yet this information rarely occurs in University websites, so our model trained on the University corpus achieves a 0% classification accuracy on the currency analogy task which contributes to decrease the overall average semantic accuracy of the analogical reasoning evaluation metric.
An additional method to evaluate the quality of the word embeddings is to test the ability of the model to generate estimates of similarity between word pairs that are close to human judgment. This is done by comparing the similarity scores generated by the model to sets of word pairs with a preestablished similarity score determined by a human panel. A test set of 353 word pairs is often used by the genism library to evaluate the quality of word embeddings generated by word2vec. Our model achieves a 60% Pearson correlation coefficient (62% Spearman) with human judgment on this task. This is on par to what the original word2vec model achieves when trained on a larger corpus of news articles (62% Pearson and 66% Spearman).
Firth, J. R. (1957). A synopsis of linguistic theory, 1930-1955.
Maaten, L. van der, & Hinton, G. (2008). Visualizing Data using t-SNE. Journal of Machine Learning Research, 9(Nov), 2579–2605
Mikolov, T., Sutskever, I., Chen, K., Corrado, G. S., & Dean, J. (2013). Distributed Representations of Words and Phrases and their Compositionality. In C. J. C. Burges, L. Bottou, M. Welling, Z. Ghahramani, & K. Q. Weinberger (Eds.), Advances in Neural Information Processing Systems 26 (pp. 3111–3119). Curran Associates, Inc. Retrieved from http://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf
Řehůřek, R., & Sojka, P. (2010). Software Framework for Topic Modelling with Large Corpora. In Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks (pp. 45–50). Valletta, Malta: ELRA.


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Newspaper headlines: Trump's 'racist' remarks and invite 'snub'
The Daily Express compares President Trump to a party guest who phones at the last minute with some improbable story to explain why he won't be popping out on a rainy night.
His reason for not coming to London - because of an issue with the new US embassy - doesn't quite ring true, it says.
The Guardian agrees "it's not plausible". For the Daily Mirror, it is a silly excuse.
The Times quotes British officials as saying Mr Trump cancelled the visit due to a series of perceived slights - including a rebuke from the prime minister when he appeared to endorse the far-right group, Britain First.
Clearly, the Daily Mail adds, he has also been put off by threats of mass demonstrations against him.
Whatever anyone thinks of Mr Trump, the paper continues, our national interest in cultivating good relations with our strongest ally is obvious for all to see.
Across the Channel - the Sun points out - President Macron, no fan of Mr Trump, welcomed him in Paris last year because it was in France's interests.
Alzheimer's battle
A 30-year-old father of twins who is believed to be one of the youngest people in Britain to be diagnosed with Alzheimer's, is widely featured.
Daniel Bradbury, from Nottingham, was diagnosed with the "extremely rare" early onset Alzheimer's last September.
He inherited the condition from his father, who died of the disease at the age of 36.
The Mirror says he suffers from short-term memory loss, confusion and problems with his balance.
His children have a 50% chance of inheriting the disease, the paper adds.
Get news from the BBC in your inbox, each weekday morning
BBC presenter John Humphreys appears on the front of the Sun and the Telegraph following his off-air conversation, during which he appeared to make light of the BBC gender pay row.
According to the Sun, several female stars are "incandescent", and have threatened to walk out over the leaked conversation with the BBC's North America editor, Jon Sopel.
But - it adds - BBC bosses are standing by the Today programme veteran.
Humphreys tells the Telegraph that as far as he's concerned, it's over and done with.
"If one could relive the last few days, I probably would not have done the same chat with Sopel," he said.
Rush on vaccines
According to the Telegraph's main story, chemists were running low on supplies of the flu vaccine on Friday.
It says people across the country were being turned away from pharmacies because they had run out of stock. The paper contacted 10 branches of Boots, and none had any jabs left.
The company said the shops would be resupplied on Saturday.
Finally, it's widely reported that Harrods is to remove its memorial to Princess Diana and Dodi Al Fayed and hand it back to the store's former owner, Mohamed Al Fayed.
The Express says the Qatari proprietors have decided that - with the announcement of a statue commemorating the princess in the grounds of Kensington Palace - it is the right time to return the memorial to Mr Al Fayed.
The Telegraph adds that the Qataris hope Harrods might one day regain its royal warrants and entice the monarchy back through its doors.


text: Welcome › Forum › Madison Area Discussions › RARE MOPAR KID › Reply To: RARE MOPAR KID February 22, 2019 at 12:07 pm #83958 GunnerParticipant Have you had any recent dealings with the MOPAR authority Gale Gopher? I wonder why Mark Warman (Graveyard Carz) never refers to him? He (Gale Gopher) doesn't get alot of respect on the For A Bodies Only (FABO) forum.


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This clever mount sits within your headset's stack and is tapped to work with our Temple Bells.
Note: if you have an older bike with little room under the headset nut, then get a Retro Mount instead.
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