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Book Description:
Published: February 22, 2017
Format: Free Digital Book
When I met Donovan Kincaid, I knew he was rich. I didn't know he was filthy. Truth be told, I was only trying to get his best friend to notice me.
I knew poor scholarship girls like me didn't stand a chance against guys like Weston King and Donovan Kincaid, but I was in love with his world, their world, of parties and sex and power. I knew what I wanted—I knew who I wanted—until one night, their world tried to bite me back and Donovan saved me. He saved me, and then Weston finally noticed me, and I finally learned what it was to be in their world.
Because when dirty, filthy, rich boys play, they play for keeps.
Review –
Dirty Filthy Rich Boys is the prequel novella in the Dirty Duet series and is set 10 years before the first book, Dirty Filthy Rich Men, starts its story.
Sabrina was just a freshmen student who had a big crush on a guy who didn't even know she existed. But what she didn't know in return was that her existence had become more than noticeable and acknowledged by someone who was about to rock her world. And then some. And some more. Just in case she didn't feel his earthquake.
Though not a traditional triangle Sabrina will find herself caught between the two bad boys; one whom she will have a crush on and one whom she will crave. It's a game of sex, control, jealousy, manipulation, secrets and possession.
This is a butterflies-in-your-belly set-up driven by Donovan's sinister and calculated manipulations and further complicated by Weston's charm and loyalty to his best friend. What will happen? I'll let you know in my review of Dirty Filthy Rich Men.
This is a very HOT read.


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The Sativa - Olive Culture, is a brand established on the principle of a healthy relationship between land and humans. The producers are motivated by what they call love for the "olive civilization". They claim that a healthy bond between human, land, nature and its products leads to a better quality of life.
The range encompasses both "unpackaged" waste-free recyclable tubs to sell over the counter and retail packaged servings.
The retail range comes in a variety of original contemporary ideas, such as different stuffing or marinated with fresh herbs.
Those exclusively selected olives grown in perfect soil and climate conditions have a unique taste, aroma and texture... pure perfection.
Ormos Foods is the exclusive importer of Sativa Olives for the UK. We import, distribute and supply Kalamata black olives and green olives to customers across the whole UK.

subset: commoncrawl


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For Excel Nerds and Tightwads Only
For all you people making budget for your upcoming Sri Lanka trip, cheap-asses like me, and/or number nerds, attached is an Excel tracking of every single expense my girlfriend and I incurred while traveling there for 13 days in June, 2014.
Here's the link to download the file: Sri Lanka Expenses.
In one tab is the amount in the local currency, rupees. There is another tab with the amount in US dollars. As long as you have Excel, you should be able to click the little arrows to the left of each expense category ("Transport" for example) to see each expense within that category one-by-one.


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Sunday, August 28, 2011
SMACK/URL Presents: Hitman Holla vs. Hollow Da Don [Summer Madness]
The main event battle from the Ultimate Rap League's "Summer Madness" event that took place @ Webster Hall in NYC on August 7th...
The mics at the event killed the audio quality of the video, even though the event was live as hell if you were there, check it out and comment below & let us know who u think won!!
^ Go to this link to support the SMACK/URL movement & donate to this battles and the rest of the battles being posted for FREE by the URL!!!
Subscribe to: Post Comments (Atom)


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Brent Kilbasco
Brent Kilbasco
Senior Engineer
Brent Kilbasco is a Senior Engineer at Kinetisense. Brent has 12 years experience in developing and leading teams of developers in building software applications ranging from educational games for children to training courseware for the Department of National Defence, to full stack enterprise application suites.
His passion for development and both visually and functionally elegant code can be traced back well before his professional days. He fell in love with coding in grade school when taking his first programming class. After being introduced to programming and software development, all his lunch hours were spent tinkering and building small apps and turn-based role-playing games.
A coding heavyweight and software optimization and performance expert, his keen interest in motion tracking, Artificial Intelligence and Machine Learning, coupled with his love for helping people has brought him to Kinetisense to put his passion into the Kinetisense App.


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You will discover actual worth in fixing up your cell residence with a couple of reworking tips and methods. You'll have a timeline of what development as your house transforming evolves step-by-step. Plywood could also be right for some projects, but you should think about walnut, maple, or oak for more load-bearing initiatives. A well designed bathroom can add to the inviting nature of your own home, so be sure to give it some further care even if it is the visitor toilet you are reworking.
Adding a splash of sophistication or fashion can shortly change your complete appear and feel of your bathroom. The kitchen is another key area in your home and making improvements in this room will add value to your house in the event you plan on selling it. Money and time or bills are two of the first requirement in conducting dwelling improvement.
This identical principle applies to your selection of colours for your residence reworking challenge. A part of artistic house transforming involves figuring out what you'd like in a kitchen. In response to the Value vs. Worth report, a window and door alternative can return over 70{d846f6fb26d46c7a5a9ebff5a7e1227f98561abf6b7a1a55c17348b5f24e862b} of the associated fee, 13{d846f6fb26d46c7a5a9ebff5a7e1227f98561abf6b7a1a55c17348b5f24e862b} greater than kitchen transforming's ROI.
Inside designing can do that by 'creating rooms' from the smallest of areas, accentuating each corner of the home, decorating the interiors with beautiful items of display, including coloration, adding appeal and essentially the most coveted issue – consolation.
Mobile Houses
Remodeling a house comes with many selections. Even earlier than you set out and make arrangements with your contractor on what particular paint they will use for your home renovation undertaking, you should first make it some extent to determine which set of colors you really like essentially the most.
Whether or not or not you intend to sell your property in the near future, you should all the time think when it comes to resale impact – in addition to personal enjoyment – whenever you might be considering home improvements, reworking, or easy house makeover projects.
Fashionable House Transforming Traits
It will be nice to have a precise finances in your home remodeling challenge, however you'll be able to never really determine an actual cost in your home remodeling venture.
You can save the business commonplace of twenty p.c that is normally added on to materials to cover the price of dealing with, purchasing, returning and ensuring that what you ordered is what you needed, and that all materials, fixtures, and home equipment are in good working order by being your individual home transforming contractor. House remodeling isn't simple and any mistake along the way, which is not correctly addressed, can not only lead to disaster but financial troubles as properly. A superb residence remodeling contractor will keep abreast of what the opposite companies openings are so your undertaking does not slip behind an enormous contract solely to place you weeks behind schedule.
A house rework that entails updating a rest room with new fixtures, lighting and self-importance, or maybe adding anew lavatory to home's structure are an effective way to enhance your private home's resale value and residing area. That is additionally an expensive dwelling reworking undertaking but for those who do only one costly challenge, replace the windows to energy environment friendly home windows.
Home transforming not just creates a great impression for the guests; it creates a great feel and increases the equity of your own home to potential consumers additionally. People may wish to remodel their houses to make an efficient utilization of their residing space.
Once people have gone by numerous reworking resources, they begin with its planning course of. A properly planned budget should be ready with the intention to invest money correctly and in right direction. It isn't price it to sacrifice your future enjoyment of the materials by skimping on high quality throughout the transforming job.
House & Way of life
Should you're thinking about transferring forward with a home remodeling mission, the following are some factors to consider. If you would like to have the ability to promote your house inside the next couple of years for optimum return then a nicely designed kitchen and spacious grasp bathroom will carry you the most effective return on your cash. House remodeling is an thrilling idea so as to add important worth, performance, and elegance to your house.
It is simple to get caught up in deciding upon big ticket objects, but it's often the interior design details, like trim, accent colors, and hardware that actually make a reworking project come to life. You're not remodeling, you're rebuilding. That way if something breaks, you are ready whereas nonetheless in the middle of your renovation mission, to be taught from what happened and be able to complete the remodeling and end the venture.
Home Transforming To Build Dwelling Fairness
Trends in Atlanta home reworking have shifted for the reason that economic changes within the last couple of years. At present's shaky economic system and depressed building & transforming industries are offering owners an actual alternative to make value-added home enhancements at prices which are maybe 25{d846f6fb26d46c7a5a9ebff5a7e1227f98561abf6b7a1a55c17348b5f24e862b} below what they have been 2 years ago, and perhaps loads less than they are going to be 2-three years from now.
It's best to have some cash put aside just in case you discover things are going to price greater than you planned. Some forms of house foundations cannot assist a multilevel structure, so it's best to always verify the foundation requirements for including a second story.
home remodeling companies, home remodeling ideas diy, home remodeling contractor near me
Now obviously you can't build a home with a digital digicam, however you can save your self a lot of frustration by taking footage because the work progresses. Loos typically are the smallest rooms in the house however yet essentially the most challenging and, subsequent to the kitchen, the most costly to transform. You want to think of your self as being the overall reworking contractor and discover electricians, plumbers, cabinet installers, and counter prime installers which might be reliable, ethical, efficient, competent and honest in price.


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CockSox Mens Boxer Briefs Mens Underwear Herren Slips Homme Eclipse CX76SD 12
Sporty meets sexy! These Cocksox Shredded Collection Sports Briefs feature exclusive Italian ultra-soft mesh fabric right around the body - the most revealing mesh ever seen on Cocksox underwear - and the luxurious comfort of the Contour Pouch.
Designed for active sportsmen, the Sports Brief features a butt hugging seamless wrap around back and robust piping. Add sexy mesh fabric to the mix and you've got some seriously sexy-sporty fun!
- Ultra light and sensual
- Flattering, unlined cut for maximum comfort & style
- Breathable
- Ultra rapid drying
- Expanding contour pouch for a fitted look
Please take notice : Mens underwear company is a retailer of new underwear We never sell the one used for picture..


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Whilst saying your composing, you need to review for compositional in addition to lexical issues. Continuing around the journey, we'll discuss the next element of writing a superb article. This really is valid also within the quality of their authorship. No 2 documents may seem the same and that is really what makes the essay special. This educational post informs readers on the most useful way to begin composing for book. Composing an essay is not any doubt an difficult undertaking and it does demand powerful techniques to be able to supply the finest essays. Composing an argumentative essay is just not uncomplicated and characteristics practice. Simple and beneficial techniques for composing great and productive documents are plentiful with assistance from which you may work and may possibly resolve all of your essays connected troubles and may create effective essays.
After i speak, listen attentively4.
Many pupils think they should utilize huge phrases inside documents. Pupils, who may effectively compose a suitable argumentative article, show they're not only great writers, but additionally great critical thinkers. With your sketch for sentance checker a guidebook, you can acquire under way to compose the article. The debut of an article gives a much- required first impression. An essay's duration WOn't instantly suggest that it's powerful nor striking. A thesis statement communicates the key view of the full composition. That's, utilize an opener which is associated to your own essay subject. Judgment is the last region of the essay your readers will experience. The decision of a comparison essay is quite as vital as the opening.
I'm not therefore ungrateful to her! being happy has afflicted everything in my own lifestyle.
A superb term papers might be the difference between inferior and first-class ranks. For my dreadful composition to receive that score, it needed to stick out of the remaining papers the educator needed to evaluate. This gives you the very best opportunity at receiving the greatest score on your own report. After you've composed and proof read your article, inquire a couple of relatives and friends to additionally study it for you personally. Following are a few strategies and examples for you to really utilize while you're writing your college entrance essay. The last piece of your own composition is really a report of called information. There are many places where it's possible that you assemble info to place within the essay paper. You have to decide your theme carefully and research it thoroughly. Make it simple that you just edit your posts utilize exercises a superb post, and you are going to really have an opportunity to find great grades in all of your records.
The structures come in your choice of three colors that are different.
Unfortunately there isn't a sure fire method of creating a college entrance essay. For the readers to completely comprehend your point of view, it is crucial to write your argumentative composition with a powerful dissertation together with the right flow in order for the guy reading your composition understands your thought exercise. As a result you may not have the capability to arrive at the term limit of the essay you might be requested for your own document. Beneath you'll discover specific directions on how to compose a evaluation article on any subject, which will be nicely composed and are going to have exceptional opportunity to obtain a significant grade. Article composing ought to be thus realized in a proper and well – kept way in an effort to create powerful outcomes. This method of assessment may guide to your essay having 5 paragraphs.


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As has been the pattern this spring and now summer it's an on and off rainy day. We're 6″ ahead of our normal annual rainfall thus far and there isn't any sign of slowing. That's a lot of extra water. Today has also included mild thunderstorms periodically rolling through. With a four day weekend for Independence Day my plan for today was to work on getting my Cobra UltraLite Senior back in the air. About six weeks ago we had to take down a large tree that was arguably dead a couple of years ago but was serving the purpose of holding up one end of the antenna. However the rot had progressed to the point that one more storm was going to bring a stout limb down on the camper or a vehicle so the antenna came down along with the tree. The other trees that are close to it are tall and very full but they don't have the substantial limbs up high enough for this antenna so I elected to move the end point to a new position and use a Channel Master 25ft antenna mast instead of a tree. This also has the advantage of moving the feedpoint a little closer so that it will fall away a bit more vertically from the antenna to the house as opposed to the more horizontal approach from the past installation.
Given the passing thunderstorms albeit mild ones, messing about with a 25 foot steel pole seemed like throwing your hat into the ring for a potential Darwin Award. So I elected to wind nine toroids instead of playing chicken with bolts of lightning. My guess is that the lightning always wins.
Out of the box, the WSPRlite transmitter supports the 20m and 30m bands. The low pass filter kit provides support for the 40m, 80m and 160m bands. As you can imagine the primary components of the low pass filter kit are a number of capacitors (14) and toroids (9).
So in between tending some chicken on the smoker I commenced to winding the toroids. The build instructions for the kit are very well done. One of the references for winding toroids is that of Genesis Radio which presents a very clear set of instructions for winding toroids if you are new to it. In addition, the build instructions include a simple continuity test sequence so that you can check to be sure that each toroid is soldered to the board correctly. This is a nice added touch as you can never be more than one toroid wrong as you progress.
I soldered each toroid to the board as I completed them in order to keep track as there are two different cores and six different turn counts for the nine toroids. It took about an hour to wind all nine and install them.
Over the course of the evening I'll complete the board and if the weather improves such that I can reconnect antennas I'll do some WSPRing on 40m. Once I get my Cobra UltraLite Senior back up I'll be able to WSPR on 80m and 160m. Stay tuned for more WSPRing, right now it's time for dinner.


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Our Real Goal
To begin with the obvious and inarguable: we want students to keep getting better at writing. Because our job is to help students to keep getting better at all aspects of their education. If we accept the premise that our goal is to improve student writing, why not explore new approaches that can reduce the burden while increasing effectiveness?
Let Software Do…
My mantra, as a devout English teacher, writer and long-time Ed Tech entity is simple and clear: "Let software do what software can so teachers do what only teachers can." Can software analyse student writing as well as a trained teacher in writing? Of course not. But everyday we all rely on things that software can do, such as spellcheck our work and facilitate editing. Such functionality is second nature to us. It is also about 30 years old. As quickly as technology has changed in that time, especially in regard to crunching data into profiles, noticing patterns, and comparing disparate bits of data, can't we imagine that the science of text analysis has evolved? It has. In little steps. Little, because communicating and language are among the most complex things we humans do.
The argument against machine reading of students' writing is that no computational reading of a text can critique, let alone notice, such things as irony and poetic intent. Nor can it reward a particularly well-turned phrase. When we humans engage in our "labour of love", scribbling detailed feedback on students' papers, we are often looking for just such things. Unfortunately, we inevitably confront repetitious and limited word choice, poorly structured sentences and paragraphs that lack integrity. Things that we would hope students addressed in earlier drafts of their work. Drafts?
What Software can, so…
Interestingly, it was also 30 years ago that the Writing Process captured the interests of university researchers, writers and teachers. We noted that "expert writers" did things that "novices" did not, such as pre-writing, drafting, getting feedback, revising and editing for publication. We recognised truth in the statement that "good writing is re-writing." Fast-forward to our present and this wisdom seems to have been squashed by the daily mountain of other tasks every teacher confronts. Reading and grading the stack of required tasks in a curriculum is burdensome enough; who would ask for more? Thus, how many students at almost any level of schooling engage in regular cycles of drafting, feedback, revision, feedback and polishing? It's safe to say, "probably not as many as we'd like," knowing that such approaches not only develop better writing, but, in fact, can develop writers.
Teachers do what only Teachers Can
I suggest that removing some of the burden of the writing process as well as providing rich analytics and resources related to each teacher's students is where technology can help. The fact that software can't help developing writers craft ironic, poetic or poignant prose, doesn't mean that it can't help them with word choice, the mechanics of sentences or more sophisticated paragraphing and text structures. The way I see it, software can help students take ownership of their writing to the extent that when they submit their work to teachers, it represents their best efforts and warrants critical assessment. Again:


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Annual e-commerce sales will shrink for the first time this year, according to eMarketer. The research firm issued its revised e-commerce forecast Thursday, predicting that shoppers will spend 0.4 percent less online this year than last year.
"We're seeing a very sober picture — it's going to be rough this year," said Jeffrey Grau, a senior analyst at eMarketer. "However, maybe as early as next year, things will begin to pick up where they left off."
Until last year, e-commerce sales had posted double-digit increases every year since people started buying things online. In 2007, consumers spent $123 billion on Web sites, up 21 percent from 2006 and up from $42 billion in 2002, according to comScore.
The double-digit growth rates continued in the first half of 2008, but by the fourth quarter, sales dipped despite holiday shopping. In 2008, shoppers spent $133.6 billion online, and that will fall to $133.1 billion this year, eMarketer predicted.
Of course, people are not shopping offline either, and in February, the offline retail industry had only a 0.7 percent sales gain, buoyed by strong sales at Wal-Mart.
"The fundamental trend is that consumers are shifting a greater share of their discretionary income from stores to the Internet," Mr. Grau said. Though people are not spending much discretionary income these days, Web sites will most likely benefit once they start shopping again. "The core Internet shopper is an affluent consumer. They're being hit now like everybody else, but we think once the economy improves, there will be a lot of pent-up demand and we'll see more spending," he said.
Until 2003, most of the growth in e-commerce sales came from new shoppers migrating online. Now, most people who intend to shop online are already doing so, Mr. Grau said, and when growth resumes, it will come from people shifting more of their spending from malls to the Web.
"Consumers are more comfortable now buying big-ticket and bulky items online — a refrigerator or a sofa or jewelry," he said. That is in part because Web sites have been offering more research materials for online shoppers, such as shopping guides and user product reviews, he said.
EMarketer thinks spending will recover in 2010. "Our forecast is optimistic, because there are some economists saying it could be a lot worse this year," Mr. Grau said.
Only about 6 percent of consumers' total spending is now online, he said, and it will probably top out at 15 to 20 percent. Still, the Web will drive retail spending in another way: "The real contribution of the Internet may be people who research online and make store purchases that are influenced by their online research," he said.


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Graphic design is quite a common term in the present digital world. Now, this article is meant for discussing its relevance in the present-day businesses and brand identity. So, first of all, it is necessary to show the core criteria of this kind of design.
Graphic design is a kind of a framework, which is sketched to communicate with the visitors to establish some ideology or identity. Therefore, it is sometimes used as a representative or agent to spread some message to the respective places.
1. The History of the existence of Graphic Designing
The existence of graphic designing is quite old in respect of today. This craft is in practice since the ancient times, while the kings, queens and other royal minions used to have some particular seal of their own. Apart from that its existence was present in the ancient alphabet, letters, and literature. In short, the concept of the graphics is as old as the sense of aesthetics in human beings. These instances work as the inspiration and the emblem of the ancient usage till today. Nowadays, it has changed its form due to the technological advancements. Therefore, its appearance has become more polished and target oriented than before.
2. The Required Qualities to Plan the Graphic Designs
There is a fact about the graphic designing that it is nothing but a form of art. One must need an artistic approach towards its works and responsibilities bestowed upon him for this purpose. Therefore, the required qualities to execute this job are like the following points-
3. The Facilities of the Reputed Company's Services
The quality of the artists depends on the reputation of the service provider organization also.
4. The clarified idea about the utilization of Graphic Design
Graphic design is an important part of the business because it is considered as one of the mediums that help the owners to spread their product, service, and motto to the target people. Therefore, this technique is incorporated in the business through various mediums like-
The above-mentioned usages and utilization of the graphic designing is quite an inevitable part of any commercial and non-commercial business in this digitalized world.
ScriptHub is your firm that believes it's success in your success. We don't consider you as our client but as our partner. We strive hard to help you build a better business!
Copyright © 2019. ScripHub


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Easy and reliable
Check the details on WatchAware
What is it about?
Easy and reliable.
App Store Description
Easy and reliable.
Meds Reminder is probably the most easy to use and uncomplicated App to remind you for the intake of your Meds.
No matter if you have to take homeopathics, Vitamins, Tissue Salts, Antibiotics or Pain reliever: Meds Reminder reminds you reliably.
You can activate four predefined reminder times for all of your Meds: Morning, Noon, Evening and Late Evening.
These reminder times only need to be set once and globally - and can be changed any time.
**Please consider: This App is not intended for people who need to take serious medication maybe on different weekdays or daytimes.**
Adding new Meds is now as easy as Pie, done in seconds and you can rely on an accurate notification.
With each notification you an also save the intake of your Meds. And thanks to that you always have an overview of the intake course of all - or individual Meds.
And if a notification comes inconvinient - just snooze it!
The clean and beautiful designed App is fun to use and the outstanding Ringtone is discreet and at the same time distinctive enough to stand out of the daily hassel and distractions.
AppAdvice does not own this application and only provides images and links contained in the iTunes Search API, to help our users find the best apps to download. If you are the developer of this app and would like your information removed, please send a request to [email protected] and your information will be removed.


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LinqAF: The (possible) futurePosted: 2018/01/26 Filed under: code Comments Off on LinqAF: The (possible) future
This is part of a series on LinqAF, you should start with the first post.
What's missing from LinqAF?
The number one missing thing is performance. LinqAF isn't terribly slow, but it's not consistently faster than LINQ-to-Objects and there's no real reason it couldn't be. This would take the form of much more extensive profiling, and a likely a decent chunk of unsafe code.
There are also lots of additional operators that could be added. Operators new to 4.7.1 like Append, Prepend, SkipLast, TakeLast, and ToHashSet or the extensive operators available in packages like MoreLINQ. While the nature of LinqAF means each additional operator adds significantly to the generated code size, the code generation infrastructure makes it entirely feasible.
There are built-in enumerables that aren't optimized for, like the Dictionary<TKey, TValue> and SortedDictionary<TKey, TValue> types, because they require more effort as a consequence of having two generic parameters. It'd be neat to include the immutable collections introduced in .NET 4.5 as well.
What's missing from C#?
A few changes to C# would make it possible to meaningfully improve LinqAF – ref extension methods, and improvements to generic type inferencing.
In the places where LinqAF does use extension methods (mostly in the numerical operators like Max, Average, and Sum), it's forced to pass the source enumerable by value. This entails making a copy of a (potentially quite large) struct, which has a deleterious impact on performance. It is because of this copying cost that internally LinqAF passes all enumerables by reference. Ref extension methods, allowing something like static MyEnumerable<TSource> MyOperator<TSource>(this ref TSource source), would prevent this copying. This feature may make it into a future version of C#, and is presently championed by Mads Torgersen.
The reason LinqAF doesn't use extension methods more extensively is because of weaknesses in C#'s generic type inferencing. In a nutshell,
// in some static class public static WhereEnumerable<TItem, TInnerEnumerable, TInnerEnumerator> Where<TItem, TInnerEnumerable, TInnerEnumerator>( this TInnerEnumerable source, Func<TItem, bool> predicate ) where TInnerEnumerable: struct, IStructEnumerable<TItem, TInnerEnumerator> where TInnerEnumerator: struct, IStructEnumerator<TItem> { /* ... */ }
will not successfully be invoked by code like
var e = /* some struct implementing IStructEnumerable<...> e.Where(i => true);
instead it fails with a CS0411 error (type arguments for the method cannot be inferred). If this weren't the case everything except the overrides in LinqAF could be implemented as extension methods, which would drastically reduce the size of the codebase and the final DLL. The one attempt in this direction that I'm aware of came to nothing due to problems with backwards compatibility. With compatibility concerns, the increase in complexity, and presumably compile times – I'd be a little surprised if it were done in a future C# version. That said, LinqAF would benefit from it if it were.
What could be improved?
As mentioned in an earlier post, I'm very interested in alternatives to BoxedEnumerable<T>. I spent a decent amount of time playing around with a tagged union approach, but could never come up with anything workable.
The RangeEnumerable<T> type being generic over T instead of being bound to int is a blemish. Fixing this would let me remove the MiscUtil dependency, and would improve the performance of the Range operator. The major stumbling block is that the LinqAF.Generator project assumes all enumerables are generic over T, and Range being an exception would require significant amounts of work.
And that's it!
This is the end of my series on LinqAF. Once again, the code is on Github and a Nuget package is available. Below is a table of contents for easy reference.
Thanks for reading!
Table of contents
- A series of questionable ideas
- Replacing LINQ and not allocating
- Generating way too much code
- All the operations
- Allocating
- SelectMany and boxing
- Testing
- Benchmarks
- The (possible) future
LinqAF: BenchmarksPosted: 2018/01/25 Filed under: code Comments Off on LinqAF: Benchmarks
This is part of a series on LinqAF, you should start with the first post.
How is LinqAF benchmarked?
I make use of the excellent BenchmarkDotNet library which makes it easy to profile different configurations, and calculate meaningful statistics. Concretely, I profile both the legacy x86 JIT and the x64 RyuJit configurations with the concurrent server garbage collector.
I created separate benchmarks for:
- Each LINQ operator, including different overrides
- Nullable and non-nullable versions for Average, Max, Min, and Sum
- Both typed and untyped underlying enumerables for Cast
- Sized and unsized underlying enumerables for Reverse, ToArray, ToDictionary, and ToList
- Three actual LINQ uses from the Stack Overflow, Jil, and Roslyn codebases
- One giant synthetic case that uses very nearly every operator at once
I ran all benchmarks on a machine with the following specs (as output by BenchmarkDotNet):
BenchmarkDotNet=v0.10.9, OS=Windows 10 Redstone 1 (10.0.14393)
Processor=Intel Core i7-6900K CPU 3.20GHz (Skylake), ProcessorCount=16
My goal with LinqAF was to produce a (very nearly) allocation free implementation of LINQ-to-Objects, and so that is what I focused on when benchmarking – either zero allocations when possible, or fewer allocations than the equivalent LINQ-to-Objects operator. Ultimately, I did achieve my goal with LinqAF – however, since I didn't focus on performance, there are plenty of cases where LINQ-to-Objects is faster than LinqAF.
In particular, the following operators are slower in LinqAF than in LINQ-to-Objects:
- Any (without predicate)
- Average
- Cast (if the underlying type is actually an IEnumerable<T>)
- Concat
- DefaultIfEmpty (with a parameter)
- Distinct
- Except
- GroupBy
- GroupJoin
- Intersect
- Join
- Max (for nullable types)
- Min (for nullable types)
- OrderBy & OrderByDescending
- Range
- Select
- SelectMany
- SequenceEqual
- Skip & SkipWhile
- Sum (for nullable types)
- Take & TakeWhile
- ThenBy & ThenByDescending
- ToArray (if the underlying type isn't an IList<T>)
- ToDictionary
- ToList
- ToLookup
- Union
- Where
- Zip
Most of these operations are only a little slower, but Cast is actually quite a bit slower (taking more than twice as much time). This is because an optimization that is available to LINQ-to-Objects is made impossible by LinqAF's "everything is a struct"-design.
You can run all the benchmarks on your own by executing the LinqAF.Benchmark project – be sure to build in Release mode, or you'll get inaccurate results. A full log of the run I did for this post can be found here – at the end of the file you'll find all the slower benchmarks, and how much slower they were exactly.
Benchmarking is always fraught with issues – if you have any interesting cases where LinqAF allocates more than LINQ-to-Objects or is incredibly slower I'd be interested in hearing about it.
What's next?
In the last post in this series, I'll go over what's missing for LinqAF as well as what direction future work could take.
LinqAF: TestingPosted: 2018/01/24 Filed under: code Comments Off on LinqAF: Testing
This is part of a series on LinqAF, you should start with the first post.
How is LinqAF tested?
In comparison to LINQ-to-Objects, LinqAF has a much larger surface to test – every enumerable implementation (of which there is at least one, and often more than one, per LINQ operation) exposes more than 3,000 methods.
Every operation has its own test class (using Microsoft's UnitTestFramework), and includes at least the following tests:
- Universal – which tests that every enumerable exposes the expected methods for the operation. I.E. AnyTests.Universal confirms all enumerables have Any() and Any(Func<T, bool>) methods.
- Malformed – which tests that every operation properly fails if called on a malformed (typically obtained via default(T)) enumerable.
- Chaining – which tests that every operation performs as expected when called on each enumerable.
Most operation's test class also has an Errors test, which assures that every enumerable properly handles the error cases (like null arguments) in a consistent and correct manner.
Each operation also has additional tests that cover simple invocations (typically on a single enumerable), for easy of debugging.
Finally, I pulled in the entire Edulinq test suite. This covers all the little edge cases of a proper LINQ implementations, kudos to Jon Skeet yet again.
What's the LinqAF.TestRunner project for?
Visual Studio's test runner process falls over if you attempt to run the entire LinqAF test suite – a number of the tests create lots and lots of types, which eventually results in an OutOfMemoryException in the 32-bit process.
TestRunner runs every test in a separate process, in addition to gathering coverage statistics using OpenCover. I use Visual Studio while bug fixing, and the TestRunner project when confirm that a build is ready for release. I don't use TestRunner during normal development because it takes between several hours and a day or so to run (depending on the machine I'm using).
What's next?
In the next post, I'll cover how I've benchmarked LinqAF as well the results of said benchmarking.
LinqAF: SelectMany and boxingPosted: 2018/01/23 Filed under: code Comments Off on LinqAF: SelectMany and boxing
This is part of a series on LinqAF, you should start with the first post.
What's weird about SelectMany?
Unlike most other LINQ operators, SelectMany is used with a delegate that returns another enumerable. Because a delegate is involved arbitrary logic may be invoked, which means that the "type" of enumerable returned may not be constant.
For example, the following code is perfectly legal:
new [] { 0, 1 }.SelectMany( i => i % 2 == 0 ? new [] { "foo" } : System.Linq.Enumerable.Empty<string>() )
This presents no problem for LINQ-to-Objects since both enumerables implement IEnumerable<T> and there's a free (in that it doesn't allocate) upcast, but for LinqAF no such thing exists.
There's no allocation-free way to handle this case, we must "box" the enumerable returned in either path. For this purpose I introduced a BoxedEnumerable<T> which every enumerable can be converted to with a Box() call (an explicit cast also exists for all LinqAF's enumerables). This does result in an allocation (the boxed enumerable must be placed on the heap).
This does require changing the above example to:
new [] { 0, 1 }.SelectMany( i => i % 2 == 0 ? new [] { "foo" }.Box() : LinqAF.Enumerable.Empty<string>().Box() )
This represents the only intentional non-"type inference compatible" deviation from LINQ-to-Objects. While SelectMany is the operator this deviation is most likely to occur with, any case where different operators are coalesced into a single expression can trigger it.
I consider the BoxedEnumerable<T> type a blemish on LinqAF but I was unable to come up with a workable alternative, so if you come up with one I'd be interested in hearing about it.
What's next?
I'll be going over how LinqAF is tested.
LinqAF: AllocatingPosted: 2018/01/22 Filed under: code Comments Off on LinqAF: Allocating
This is part of a series on LinqAF, you should start with the first post.
When does LinqAF allocate?
The whole point of LinqAF is to be a low-allocation re-implementation of LINQ-to-Objects, so why does it allocate at all?
The answer is that there are a few operations that, logically, must allocate:
- Distinct
- Needs to track what has already been yielded
- Except
- Needs to track what cannot be yielded
- GroupJoin
- Needs to keep track of groups as it iterates over a sequence
- Intersect
- Needs to track what can be yielded
- Join
- Needs to keep track of items in the first sequence to join against the second
- OrderBy(Descending) & ThenBy(Descending)
- Needs to enumerate the whole sequence before it can begin sorting
- Reverse
- Needs to enumerate the whole sequence to find the last item before yielding
- ToArray
- Has to allocate the returned array
- ToList
- Has to allocate the returned list
- ToLookup
- Needs to build an internal dictionary to lookup groups by
- ToDictionary
- Has to allocate the returned dictionary
- Union
- Needs to track what has already been yielded
There are many cases (like passing known Empty enumerables) that can be optimized to not allocate, but in general these are unavoidable.
LinqAF allows for some application-specific optimizations by letting consumers register an alternative
IAllocator which handles actual allocations. For example, you could exploit the knowledge that no enumerables in a web app survive past a request and re-use allocated
IAllocator exposes the following methods:
- GetArray<T>(int)
- ResizeArray<T>(ref T[], int)
- GetEmptyList<T>(int?)
- GetPopulatedList<T>(IEnumerable<T>)
- GetEmptyDictionary<TKey, TValue>(int?, IEqualityComparer<TKey>)
- EnumerableBoxed<T>()
- This is called for profiling purposes only
How does LinqAF minimize the size of necessary allocations?
In cases where allocations must be made LinqAF can still minimize allocations by using specialized types rather than the generic ones in the BCL.
CompactSet<T> is used by Intersect, Except, Union, and Distinct in place of HashSet<T>. It stores all elements in a single array (which can be shared in some cases, reducing duplication) and optimizes the common case where a "bucket" has a single value to avoid allocating an array. CompactSet<T> only supports adding elements, as that is the only method needed for LINQ operators.
LookupHashtable<TKey, TElement> is used by ToLookup (which itself backs Join, GroupBy, and GroupJoin) in place of Dictionary<TKey, TElement>. It also stores all elements in a single array, and optimizes the common case where a "bucket" has a single value. Unlike CompactSet<T>, LookupHashtable<TKey, TElement> can be enumerated in a stable order.
OrderBy(Descending) uses a StructStack<T> in place of a Stack<T> internally to keep track of subsets needing sorting. StructStack<T> only supports Push(T) and Pop(), as that's all that is needed for OrderBy(Descending).
LinqAF also reduces allocation sizes by shrinking structs by omitting as many fields as possible, and by liberally applying [StructLayout(LayoutKind.Auto)] to allow the runtime to reorder fields for packing efficiency.
When does LINQ inherently allocate?
There are cases where the LINQ expression-to-method-calls transformation introduces some inherent allocations. For example, repeat chains of from expressions like
int[] xs, ys, zs =/* initialization code */ var e = from x in xs from y in ys from z in zs select x + y + z;
introduces an anonymous object to hold x, y, and z. The compiler produces code equivalent to
int[] xs, ys, zs =/* initialization code */ var e = xs.SelectMany(_ => ys, (x, y) => new { x, y }) .SelectMany(_ => zs, (xy, z) => xy.x + xy.y + z);
which has an allocates four delegates, one of which itself allocates an anonymous object per invocation.
I personally always use explicit method calls rather than the expression-style of LINQ which makes any "inherent" allocations an explicit and visible part of my code. If you prefer the expression-style, then you should be aware that there are cases where the compiler will insert allocations outside of LinqAF's code.
What's next?
I'll cover the peculiar case of SelectMany and why LinqAF must have a notion of "boxing".
LinqAF: All the operationsPosted: 2018/01/19 Filed under: code Comments Off on LinqAF: All the operations
This is part of a series on LinqAF, you should start with the first post.
What operations does LinqAF support?
All the ones the LINQ does, and LinqAF sports numerous optimizations that additional type information makes possible.
- Aggregate
- AsEnumerable
- Average
- Cast
- Concat
- Optimizes concatenating to a known empty enumerable
- Count
- DefaultIfEmpty
- Optimizes the case where a value is not provided
- Optimizes Any() to always return true
- Optimizes DefaultIfEmpty() to always return itself
- Distinct
- Optimizes multiple calls to Distinct() without providing a comparer
- ElementAt(OrDefault)
- Except
- First(OrDefault)
- GroupBy
- GroupJoin
- Intersect
- Join
- Optimizes joining to a known empty enumerable
- Last(OrDefault)
- LongCount
- Max
- Min
- OfType
- OrderBy
- OrderByDescending
- Reverse
- Optimizes repeatedly calling Reverse()
- Select
- Optimizes repeatedly calling Select()
- Optimizes calling Where() after Select()
- SelectMany
- Optimizes projecting to a known empty enumerable
- SequenceEqual
- Single(OrDefault)
- Skip
- Optimizes repeated calls to Skip()
- SkipWhile
- Sum
- Take
- Optimizes repeated calls to Take()
- Presizes collections returned by ToList(), ToArray(), and ToDictionary()
- TakeWhile
- ThenBy
- ThenByDescending
- ToArray
- ToDictionary
- ToList
- ToLookup
- Union
- Where
- Optimizes repeated calls to Where()
- Optimizes calling Select() after Where()
- Zip
There are also three static methods on
Enumerable that expose special enumerables which sport many optimizations. They are:
- Empty
- Aggregate() with no seed always throws
- Aggregate() always returns seed, or seed passed to resultSelector, depending on overload
- Any() is always false
- AsEnumerable() always results in an empty IEnumerable
- Average() over non-nullable types always throws an exception
- Average() overnullable types always returns null
- DefaultIfEmpty() can be optimized into a "OneItem" enumerable
- Cast() always results in an empty enumerable of the destination type
- Concat() calls return the non-empty parameter
- Contains() always returns false
- Count() is always 0
- Distinct() always returns an empty enumerable
- ElementAt() always throws an exception
- ElementAtOrDefault() always returns default
- First() always throws an exception
- FirstOrDefault() always returns default
- GroupJoin() results in an empty enumerable
- Join() results in an empty enumerable
- Last() always throws an exception
- LastOrDefault() always returns default
- LongCount() is always 0
- Min() and Max() over non-nullable types always throw exceptions
- Min() and Max() over nullable types always return null
- OfType() always results in an empty enumerable of the destination type
- OrderBy() and OrderByDescending() result in a special EmptyOrdered enumerable
- Reverse() results in an empty enumerable
- Select() results in an empty enumerable
- SelectMany() results in an empty enumerable
- SequenceEqual() always has the same result for many types (DefaultIfEmpty => false, another Empty => true)
- SequenceEqual() devolves to a Count or Length check on things like List<T> or Dictionary<T,V>
- Single() always throws an exception
- SingleOrDefault() always returns default
- Skip() and SkipWhile() result in an empty enumerable
- Sum() is always 0
- Take() and TakeWhile() result in an empty enumerable
- ToArray(), ToList(), and ToDictionary() results can all be pre-sized to 0
- ToLookup() can return a global, known empty, Lookup
- Where() results in an empty enumerable
- Zip() results in an empty enumerable
- Range
- Any() without a predicate just check the inner count
- Count() and LongCount() just return the inner count
- Distinct() with no comparer returns itself
- ElementAt() and ElementAtOrDefault() are simple math ops
- Contains() is a range check
- First() and FirstOrDefault() return the starting element, if count > 0
- Last() and LastOrDefault() are simple math ops
- Max() is equivalent to Last()
- Min() is equivalent to First()
- Reverse() can return be optimized into a "ReverseRange" enumerable
- SequenceEqual() against another range enumerable can just compare start and count
- SequenceEqual() against a repeat enumerable is only true if count is 0 or 1
- Single() and SingleOrDefault() just check against count and return start
- Skip() advances start and reduces count
- Take() reduces count
- ToArray(), ToDictionary(), and ToList() can be pre-sized appropriately
- Repeat
- Any() without a predicate just check the inner count
- Contains() just check against the inner object
- Count() and LongCount() just return the inner count
- Distinct() without a comparer returns a repeat enumerable with 0 or 1 items as appropriate
- ElementAt() and ElementAtOrDefault() return the inner item
- First() and FirstOrDefault() return the inner item
- Last() and LastOrDefault() return the inner item
- Max() and Min() return the inner item
- SequenceEqual() against an empty enumerable is just a check against the inner count
- SequenceEqual() against a range enumerable is only true if count is 0 or 1
- SequenceEqual() against another repeat enumerable just checks for equality between the inner item and the inner count
- Single() and SingleOrDefault() just check the inner count and return the inner item
- Skip() is equivalent to reducing the inner count
- Take() is equivalent to replacing the inner count
- ToList() and ToArray() can be pre-sized appropriately
As mentioned in the above lists, LinqAF introduces a few new "kinds" of enumerables as optimizations. Some of these actually exist behind the scenes in LINQ-to-Objects, but the
IEnumerable<T> interface conceals that. These new enumerables are:
- EmptyOrdered
- Representing an empty sequence that has been ordered
- All the optimizations on Empty apply, except that Concat() calls with EmptyOrdered as a parameter cannot return EmptyOrdered – they return Empty if they would otherwise return EmptyOrdered
- OneItemDefault
- Represents a sequence that is known to only yield one value, and that value is default(T)
- All() only checks against the single item
- Any() without a predicate is always true
- Contains() checks against the single item
- Count() and LongCount() are always 1
- Count() and LongCount() with predicates are 0 or 1, depending on the single item
- DefaultIfEmpty() returns itself
- ElementAt() throws if index is not 0, and always returns default(T) if it is
- ElementAtOrDefault() always returns default(T)
- First(), FirstOrDefault(), Last(), LastOrDefault(), Single(), and SingleOrDefault() all return default(T)
- Reverse() returns itself
- ToArray(), ToList(), and ToDictionary() can a be pre-sized to 1 item
- OrderBy() and OrderByDescending() result in a special OneItemDefaultOrdered enumerable
- OneItemSpecific
- Represents a sequence that is known to only yield one value, but that value is determined at runtime
- Has all the same optimizations as OneItemDefault, except the specified value is returned where appropriate and OrderBy() and OrderByDescending() result in a special OneItemSpecificOrdered enumerable
- OneItem(Default|Specific)Ordered
- Represents one of the OneItem enumerables that have been ordered
- All the optimization on their paired OneItem enumerable apply, except that Concat() calls cannot return a OneItem(Default|Specific)Ordered – they return the paired unordered enumerable if they otherwise would
- ReverseRange
- Represents a Range that has been reversed – that is, it counts down from a value
- All the optimizations on Range apply, except that calling Reverse() on a ReverseRange results in a Range
- SelectSelect
- Represents repeated calls to Select() – this allows a single enumerator to handle the entire chain of calls
- Select() results in yet another SelectSelect
- Where() results in a SelectWhere
- SelectWhere
- Represents any number of Select() calls followed by any number of Where() calls – this allows a single enumerator to handle the entire chain of calls
- Where() results in a SelectWhere
- WhereSelect
- Represents any number of Where() calls followed by any number of Select() calls – this allows a single enumerator to handle the entire chain of calls
- Select() results in a WhereSelect
- WhereWhere
- Represents repeated calls to Where() – this allows a single enumerator to handle the entire chain of calls
- Select() results in a WhereSelect
- Where() results in a WhereWhere
These gigantic lists are a pretty good demonstration of how many cases additional compile time typing lets us optimizes.
What's next?
I'll cover when LinqAF does allocate, why it does, and how you can provide your own allocator scheme to minimize the impact of those allocations.
LinqAF: Generating way too much codePosted: 2018/01/18 Filed under: code Comments Off on LinqAF: Generating way too much code
This is part of a series on LinqAF, you should start with the first post.
Why use codegen for LinqAF?
As mentioned in the previous article, LinqAF defines a type per operator and has to define many instance methods on each type. When you add it all up, replacing LINQ-to-Objects requires ~50 enumerable structs each of which exposes ~1,300 methods.
So yeah, I didn't do it by hand.
The C# compiler has been re-implemented and open-sourced, resulting in the Roslyn project. This makes it really easy to manipulate and reason about C# code, which I used to fashion a templating system to generate LinqAF. Specifically, I was able to keep the templates mostly "correct" C# that benefited from type checking and Visual Studios navigation faculties.
- Every LINQ operator has an interface defined (IConcat, IMin, ISelectMany, etc.)
- Each logically distinct method gets a CommonImplementation… implementation (So Concat gets a few methods, Min gets a lot, SelectMany gets several)
- A template is defined that implements the interfaces and calls the appropriate CommonImplementation methods.
- Here
dynamiccomes into play, as many templates elide generic parameters (these parameters are filled in later)
- Here
- Similarly templates are defined for various extension methods
- Inter-operating with IEnumerable<T> and other collections defined in the BCL
- Average
- Concat for enumerables with two generic parameters
- Except for enumerables with two generic parameters
- Intersect for enumerables with two generic parameters
- Max
- Min
- SequenceEqual for enumerables with two generic parameters
- Sum
- Union for enumerables with two generic parameters
- Overrides that replace particular generated methods with other, static, C# code
- This allows LinqAF to leverage static type information to avoid doing pointless work
- For example, almost all operators on the EmptyEnumerable are replaced with implementations that elide most work
- A separate project, LinqAF.Generator, processes all these templates to generate the final code
- There are 70 different steps, most corresponding to a particular operator
- Roslyn is also used to remove unused using statements and nicely format the final code
This code generation approach let me keep the "actual" implementation of LinqAF under 20,000 lines of code.
What are the downsides to code generation?
The biggest one is that iteration time is much worse, and it got worse as more operators were implemented. This is mitigated somewhat by sharing common implementations in (…) CommonImplementation, allowing bug fixes to be copy/pasted for quick testing; bugs in the code generation parts are still slow to fix.
While limited in scope, the reliance on
dynamic in certain places also means that the LinqAF project can compile even if there are actually type errors. This was most common when adding new operators, and commenting out the other operators let me decrease the iteration time considerably.
Code generation is also harder to understand and setup as this post's existence demonstrates. Thankfully the Roslyn project, and it's availability on Nuget, makes code generation considerably less difficult – using something like T4 or outright concatenation would have been even worse.
What's next?
In what will probably be the longest post in the series, I cover most of the operators and the various optimizations that LinqAF has for them.


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Smooth Sailing for the Launch of The World's Most Elegant River Boat
By Vicki Arkoff
Categories Austria, Belgium, Cruises, Europe, France, Germany, Great Escapes, Switzerland, Type of Travel
Holiday Goddess Editor and cruise queen Vicki Arkoff just loves that new ship smell.
It's been the talk of the river boat cruise world for more than a year, and now it's nearly here. Uniworld Boutique River Cruise Collection unveiled images of their newest Super Ship, S.S. Maria Theresa, as a prelude to her long-anticipated launch on March 26.
Uniworld's most ambitious ship to date, this floating palace on water is fashioned in the spirit of her regal namesake, Empress Maria Theresa, with classically Baroque interiors, royal crown detailing, and a 10-foot high oil on canvas of Maria Theresa herself as the focal point of the ship's grand lobby.
As the youngest sister ship to the beautiful S.S. Antoinette and S.S. Catherine — two of the most luxurious vessels on Europe's waterways — the S.S. Maria Theresa will take guests to some of Europe's most remarkable destinations in high style. Lavishly appointed river-view staterooms and suites feature open-air and French balconies on the Main and Upper Decks, uniquely-decorated rooms boast custom made-to-order English Savoir beds and marble bathrooms.
Uniworld's new masterpiece, the S.S. Maria Theresa, will be christened in Amsterdam on March 26 by its godmother, Princess Anita von Hohenberg, a direct descendent of Maria Theresa and great-granddaughter of Archduke Franz Ferdinand and Duchess Sophie von Hohenberg.
Uniworld's S.S. Maria Theresa will then set sail on her inaugural voyage on March 28 on the line's "Tulips & Windmills" tour. She'll also transport 150 privileged passengers and a generous staff of 57 for the line's popular "European Jewels," "Danube Holiday Markets," and "Enchanting Christmas & New Year's Cruise" itineraries. Uniworld Boutique River Cruises has justifiably earned awards and accolades for its exemplary service as the only true all-inclusive boutique cruise line in Europe, plus the line's newest routes in Asia, India and Egypt.
About Vicki Arkoff
Vicki Arkoff's magazine work includes MAD, Daily Variety and Entertainment Weekly. She is the author of authorised biographies on Paul McCartney and Frank Sinatra.
Read more on Austria, Belgium, Cruises, Europe, France, Germany, Great Escapes, Switzerland, Type of Travel


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I blogged yesterday about some work I had done with the Giraffes using google maps to show different seaside locations. Whilst working on it, I thought about how the maps could be used to fire up children's reading or to support teachers / parents in choosing books.
The result I have arrived at is the map you can see. Each placemark shows a location mentioned in a children's book. The initial criteria was to select the main location or starting location for a book.
I have differentiated on the key between picture books, short novels (less than 150 pages), novels and graphic novels.
The intention is that over forthcoming weeks, months and years anyone can add their own placemarks for books which have inspired them at some point. Obviously it is important that people who add books leave a short recommendation with a link to a description of the book.
Please take a look at the map and add any books which you think might be relevant. Thanks!


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I was minding my own business, scrolling thru Facebook this afternoon when I stopped DEAD in my tracks. A new post from The Handmaid's Tale Facebook account. I'll start by saying if you haven't gotten into The Handmaid's Tale on Hulu, I strongly suggest you give it a try. I will say, it does take 3 or 4 episodes to really get into it. The first few episodes of the first season moved slow for me. But after that? Totally binge worthy.
Back to Facebook. The second season came to an end last Spring, and I've been patiently waiting for news on what's to come. And we FINALLY get a little snippet, and instructions to watch the Super Bowl. What does that mean?! Will there be a commercial that we'll anxiously be watching to find out more? What will happen to June? Her family? The baby? Will we know the premiere date? What about Serena? I was starting to like her. AHHH. I just can.not.wait.
The past 2 years, the show has come out in April, so I'm expecting that will be the case this year. But I'm crossing my fingers that what happens during the Super Bowl will actually be them releasing 1 episode, and hopefully that will hold me over until I'm assuming April!
Watch the clip here:
And if you want a refresher of where we all left off after Season 2 & some possible predictions, check out this video:


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With its latest update, WhatsApp users are finding a new icon app appear when they connect to CarPlay. A WhatsApp icon and basic on-screen app interface are now part of the CarPlay experience, beyond what was already offered by WhatsApp's SiriKit integration.
You can't browse a list of conversations, but you can tap on the icon to start sending a new message using dictation. Notifications from WhatsApp also appear in the CarPlay UI and users can tap to listen and respond.
Go to original Source
Benjamin Mayo
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Haus12 Interiors is an independent German kitchen design specialist based in the heart of Newcastle City Centre
Recent Projects
We are so incredibly happy with our new kitchen from Haus12. From the very beginning John couldn't do enough for us, his creativity and knowledge of the product is amazing. John suggested things to us we would never have thought…Read more→
We had been working on our kitchen design with another company for some months. At the point when our build was complete and the position of electrics, lights extractors needed to be made we realised the kitchen company could not…Read more→
John and his team came to the rescue after we were let down by another company. Very quickly John came up with a design that we loved and knew would work for us. Communication was excellent with emails and phonecall…Read more→
We had fallen out of love with our (very) old kitchen and approached John at Haus 12 to design something with a wow factor. The kitchen space is not enormous (just under 14 foot square) and the diagonal configuration of…Read more→
From first entering the showroom until the last finishing touches, the enthusiasm and professionalism of John and his team has shone through and are apparent in the beautiful kitchen they fitted for us. The entire process has been stress free…Read more→
John thank you so much for designing our AMAZING KITCHEN! We are still in disbelief that managed to design our dream kitchen within the space and budget we had! It has been an absolute pleasure to work with you and…Read more→
From the first meeting at Haus12 interiors it is clear you are dealing with a quality company. If you have, as we did, visited all the usual kitchen supplier suspects you know immediately that the German kitchens are a cut…Read more→
From the initial first meeting when I wondered into Haus 12 and met John, to the end result of my fabulous new kitchen, I cannot recommend Haus 12 highly enough. My budget was tight; nevertheless, John came up with a…Read more→
Fantastic guidance and advice from John matched with a first class installation service with real attention to detail from Lee
We had a full kitchen refurbishment including new flooring, boiler and fuse box relocation and lighting. the quality of the kitchen is superb. John worked with us to design a bespoke kitchen which made best use of space and light…Read more→


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SOCHI, RUSSIA -- Team USA men's hockey coach Dan Bylsma announced Wednesday that Jonathan Quick, not Ryan Miller, will be the starting goaltender for the Olympic opener against Slovakia on Thursday.
"We're dealing with a position of strength when it comes to the goaltender decision," Bylsma said. "We've looked at the past body of work, good games, and he's won a championship and his team won a Stanley Cup. Certainly, Ryan this year has played very well for his team as well, so we're dealing from a position where we have two very good guys to be in net, and Jonathan will be getting the nod."
The move is a little surprising because Miller was the 2010 Olympic MVP in Vancouver and has played well for a bad Buffalo team this season. Quick has appeared in only 32 games for the Los Angeles Kings this season because of injuries, but Bylsma gave him the first shot in goal.
"Given the year, with Jonathan being injured, coming back from that injury, and playing 12 games really was a key for him to get back in that net," Bylsma said. "He's played real well since that time period, and has some good numbers, goals-against (average) a shade above two in that time period. Either guy going in that cage is going to give us a real good guy in net."


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7 days aboard Galapagos Majestic Explorer luxury live-a-board
Eat, Sleep, and Dive Dive Dive
all meals and snacks while aboard the boat
Up to 4 Dives a day
Some of the highlights to be seen will be schools of Hammerhead sharks, sea lions,
Galapagos Sharks, Silky Sharks, Mola molas, Marine Iguanas, Eagle rays, Manta rays, Marble Rays, huge schools of tuna, and tons more!!! A walking tour will also be included to see the famous Blue Footed Boobies and Frigate Birds.
The plan is to arrive 2 days earlier as recommended by the boat. We already have some fun things planned such as visiting "The middle of the world" and White water rafting in Equador.
Of course, we can not book flights this far out but expect cost to be around $1200
We would fly into Quito, Equador on Thursday January 9th then to Galapagos on Saturday January 11th. Return flight would be Saturday January 18th.
p/p dbl occupancy
ONLY $1,000 Holds your spot.
All Payments are non-refundable. We highly recommend purchasing trip insurance
does not include: additional hotel nights/activities/meals, airfare, National Marine Park Fee ($100) Chamber Support Fee ($35) Tourist Card ($20) and Fuel Tax(currently $150)
Copyright © 2019 GOT AIR SCUBA - All Rights Reserved.
#1 Dive Shop in the Chicagoland Suburbs


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|Re: Need Recommendations for Economy "Pay as You Go" Cell Phones
8 Feb 2005 20:28:35 -0800
After reviewing all our options, including complaints re SOME carriers
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Mercury (element) facts for kids
Mercury, also known as quicksilver or hydrargyrum, is a chemical element. Its symbol on the periodic table is Hg, and its atomic number is 80. Its atomic mass is 200.59
The symbol Hg stands for its Latinized Greek name hydrargyrum, meaning watery or liquid silver.
No one has the credit for finding mercury. It was found in ancient history. Mercury was found in Egyptian tombs that are from 1500 BC. Chinese people also knew it from long ago. In China and Tibet, people thought using mercury would make them live longer and have better health. One of China's emperors, Qín Shǐ Huáng Dì, is said to have been buried in a tomb with rivers of flowing mercury. He was killed by drinking a mixture of mercury and powdered jade because he wanted to live forever. However, this only made him die of liver failure, poisoning, and brain death. The ancient Greeks used mercury in ointments. The Egyptians and the Romans used it in cosmetics. These cosmetics sometimes hurt and made faces uglier.
Physical properties
Mercury is a silvery-white liquid post-transition metal. The reason for mercury being a liquid is quite complex. It is quite heavy; a chunk of iron can float on mercury. Compared to other metals, it does not conduct heat well. However, it conducts electricity fairly well. Mercury is the only metal with a known melting point (−38.83 °C) lower than caesium. Mercury is one of the two elements that are liquids at room temperature and normal pressure. Bromine is the other one.
Mercury may be seen as a transition metal, but it is normally seen as a post-transition metal. It is in Group 12 of the periodic table. Mercury has seven stable (nonradioactive) isotopes. 202Hg is the most common isotope. Mercury makes a blue to ultraviolet color in a tube when a spark is passed through it. The ultraviolet light can kill germs.
Chemical properties
Mercury is an unreactive metal. It does not corrode in air unless hydrogen sulfide is also there, similar to silver. Mercury can oxidize to mercury(II) oxide when heated in air. If it is heated further, it decomposes into mercury and oxygen again. It does not dissolve in ordinary acids, but can dissolve in oxidizing acids to make mercury salts. It can make amalgams when mixed with most metals, like aluminium, gold, and zinc. Iron, tantalum, tungsten, and platinum do not make amalgams with mercury. Iron flasks were used to trade mercury because of this.
Mercury can dissolve large amounts of aluminium metal, making it dangerous to transport in aluminium containers. The thin layer of oxide on aluminium stops it from amalgamating (making an amalgam with) aluminium, but the oxide coating can be damaged to expose the metal. Then the aluminium metal is dissolved and oxidizes to aluminium oxide. The aluminium oxide forms a solid and releases the mercury, which amalgamates more aluminium. This process keeps repeating until a large amount of aluminium is dissolved.
Chemical compounds
Mercury forms chemical compounds in 2 oxidation states: +1 and +2. Mercury(I) compounds are weak oxidizing agents and weak reducing agents. Most of them are colorless. They easily disproportionate to mercury(II) compounds and mercury metal. They react with oxygen in the air to make mercury(II) compounds. Many mercury(I) compounds do not dissolve in water. Mercury(I) chloride is one of the most common mercury(I) compounds. Mercury(II) compounds are strong oxidizing agents and very corrosive. Mercury(II) compounds are red, yellow, or colorless. Mercury(II) oxide and mercury(II) chloride are the most common mercury(II) compounds in the laboratory.
One thing they have in common is that they are all toxic. The soluble ones are more toxic than the insoluble ones.
Mercury(I) compounds
Also known as mercurous compounds, these are weak reducing agents and weak oxidizing agents. Most of them do not dissolve in water, making them less toxic than mercury(II) compounds. Most of them are colorless or yellow.
- Mercury(I) bromide, insouble white solid
- Mercury(I) chloride, calomel, insoluble, white
- Mercury(I) fluoride, light yellow
- Mercury(I) iodide, a little soluble, unstable, yellow
- Mercury(I) nitrate, very slightly soluble, white
- Mercury(I) sulfate, light yellow solid
Mercury(II) compounds
Also known as mercuric compounds, these are strong oxidizing agents. Most of them dissolve in water, making them very toxic. They are colorless or red.
- Mercury(II) bromide, white solid
- Mercury(II) chloride, white solid, corrosive sublimate
- Mercury(II) fluoride, white solid
- Mercury(II) iodide, somewhat soluble, bright red
- Mercury(II) oxide, orange, yellow or red, does not dissolve in water like most oxides
- Mercury(II) nitrate, soluble, white, used to make hats
- Mercury(II) sulfate, white solid
- Mercury(II) sulfide, red solid
Organomercury compounds
These contain mercury reacted with a organic molecule. They are even more toxic than other mercury compounds since they get absorbed very easily.
- Dimethylmercury, colorless, extremely toxic liquid
Mercury is a rare metal. It is about as common as silver. Mercury is not expensive like silver because the mercury is very easy to get from the places where it is found. Mercury can be found in elemental (liquid) form in nature, but this is not common. Mercury as an element is the only liquid that is recognized as a mineral by the International Mineralogical Association. It is most often found in the form of cinnabar, a mercury(II) sulfide mineral. The biggest deposits of cinnabar used to be found in Spain, but now are found in China. It also occurs in other minerals like calomel, a mercury(I) chloride mineral.
China and Kyrgyzstan are the two main makers of mercury. Mines in Italy, the United States, and Mexico have been closed. China is opening more mines because the European Union wants to use fluorescent lights, which need mercury.
Mercury is made by roasting cinnabar in a furnace. The sulfide is oxidized to sulfur dioxide, leaving mercury behind.
Uses of mercury
- In cosmetics, (thiomersal is widely used to make mascara.)
- As a liquid electrolyte in a variant of the chloralkali process.
- In mining, especially of gold and silver.
- In mercury-vapor lamps and fluorescent lamps.
- Certain thermometers, barometers and manometers. Because of its toxicity, it can be replaced by alcohol for most of these uses.
- Certain electrical switches that turn on or off when tilted.
Mercury is liquid at room temperature, and fumes of mercury are very poisonous. Ingested elemental mercury is less dangerous. The biggest problems are organic mercury compounds which are eaten with food. However, inorganic compounds such as mercury(II) nitrate are also highly toxic by ingestion (eating) or inhalation (breathing in) of the dust. Mercury can cause both chronic and acute poisoning.
In the year 1810, over 200 people died of mercury poisoning on the ship Triumph because a barrel of mercury had leaked.
Mercury is extremely poisonous and has to be used carefully. When mercury is spilled, there are special ways to clean it up. Smaller drops should be combined to a larger drop on hard surfaces to be removed more easily (for example, being pushed into a bag that can be thrown away). Vacuum cleaners and brooms should not be used. This is because they can spread mercury even more. Afterwards, elements such as sulfur or zinc powder should be sprinkled over the place, then collected and cleaned away. It is not easy to clean mercury entirely off clothing, so it is better not to use them anymore. Breathing in mercury vapor is also very dangerous.
Related pages
Images for kids
A pound coin (density ~7.6 g/cm3) floats in mercury due to the combination of the buoyant force and surface tension.
The bulb of a mercury-in-glass thermometer
The deep violet glow of a mercury vapor discharge in a germicidal lamp, whose spectrum is rich in invisible ultraviolet radiation.


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17 Best Ideas About Enterprise Concepts On Pinterest
07/02/2019 | business ideas | No Comments
A spot where a Mother with Big Dreams of proudly owning massively successful companies will chronicle stories about profitable ladies-owned businesses, ponder potential enterprise ideas, share success methods, mindsets and motivation and provide support for others who share the same desires. You may learn a diverse range of recent abilities, like customer support and digital marketing, in a brief period of time. I learned this the exhausting means once I determined to start out a freelance business a couple of years in the past to offer my freelance content material advertising companies.
Examine all the parts-monitor sorts in all their varieties; keyboards, from wired to ergonomic to wireless; mouse types; in addition to peripheral elements like printers and scanners. Every case examine contains supplier info, marketing ideas, business mannequin insights and free pictures on your retailer and advertising campaigns.
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SennelierSoft Pastel Wood Box Set of 525. Pastel artists dream of having a Sennelier full 525 pastel set in their studio.This beautiful and complete set includes every color offered in Sennelier's extraordinary line of Extra-Fine Soft Pastels. These are all securely stored in a beautiful dark wood box complete with three foam lined interior trays and leather handles. 525 Artist quality soft pastels in a luxury wood box.
Commissioned by Degas- Used by Cézanne - Gauguin - Monet - Bonnard - Soutine. Purest colors using only the best natural pigments - Use the finest chalk know. The colors are so pure that one would believe that they have been directly tak. The box may say it is from Amazon.We strive to meet or beat your expectations. Item must be in original carton and in salable condition. The item "Sennelier Soft Pastel Wood Box Set of 525" is in sale since Monday, December 14, 2015.
This item is in the category "Crafts\Art Supplies\Drawing\Other Drawing Supplies". The seller is "artsupplysource" and is located in United States. This item can be shipped to United States.


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Hello All, I wanted a computer that I could use for moderate gaming as well as general use. This computer is leaps and bounds over my 6 year old Toshiba that was not built for gaming even when it came out. Comments are totally welcome as well as criticism.
I did not want to completely cheap out on this build, but at the same time I wasn't going to drop a grand on a computer that I would not be using constantly. I focused on reviews, ratings, benchmarks, tons of google searches and availability while balancing it out with price throughout this build. It is my very first one and time ever doing anything like this with a computer so I am sure there is some things I could have done better or differently to someone more experienced. Maybe I could have done some things differently, but for what it is I am happy with it.
Building this took me about 3-4 hours and was a lot easier than I thought. I double and triple checked everything before turning on and had 0 problems. Windows 10 loaded in about 10-15 minutes with USB 3.0. I loved every second of it and would like to do it again.
CPU- I wanted something with decent integrated graphics and speed. The last few months the price of this cpu had dropped significantly and I read a lot of good reviews on it for what it is. It stayed within that bargain/effective range that I was looking for. It has 4 cores and comes easily over-clockable if need be ( which I have no clue how to do). I also did not plan on getting a graphics card, at least right away, so i stayed with the integrated Radeon R7 graphics. This CPU plays newer total war games at medium to high settings. *Currently OC to 4.2 Ghz stable
MOTHERBOARD Its a micro, it has usb 3 headers, supports up to 64 gigs of ddr3 ram with speeds up to 2400 MHz. Seemed like a great buy for an A88X with all the features it has with it. It fit what I wanted it for and had a great price. And yes I did put the I/O shield in facing the wrong way I realized this after the fact, but it still works and if it ain't broke I ain't fixing it.
MEMORY I wanted to have 16 gigs of ram at 2133 and after looking for sometime I found the rip jaws series at nearly $6.50 per gig and 1.5v each. I have read that increased RAM speeds helps increase APU performance. The stock speed of the mobo keeps this ram at 1600mhz and to get it to advertised speeds I had to raise it manually or enable xmp profile both of which I ran into stability issues when the timings were changed. Something I will have to work on.
STORAGE This SSD was $20 cheaper than its Samsung counterpart and is still super fast. I might add a HDD later, but for now I am happy with just this. The 240 gig seemed like its right in the middle in terms of storage/price ratio for an SSD.
CASE This is my first time building and I have nothing else to compare it to, but I really liike this case. It is very well built and seems almost heavy duty. The majority of the cables can be hid behind the back panel and it came with two stock 120mm fans. I added 2 more fans to the mix and painted them all red to go along with the color scheme. It happened by chance that the RAM, Stock CPU fan and Mobo were all red so I figured why not. Maybe i'll buy some apoplexy glass and make a window in it later on?
POWER SUPPLY The money I saved on the SSD/Optical Drive I put to the case and the power supply. At the start I had a non-modular 500w bronze+ power supply picked out for around $45 but for $15 more I switched to a fully modular psu with 20 more watts( not that the 20 Watts really matters).
OPTICAL DRIVE I know an optical drive isn't needed, but its something I wanted to make sure I had in the build just so I could throw in some of my older games like rollercoaster tycoon, Civ 3 or older total wars etc .Call it weird I like to play older games that i have from when I was younger.
MONITOR I had a $100 23" asus picked out but chose this monitor over that because of the outstanding reviews and it has an IPS panel for under 200. It is also 23" which i was happy with and has everything else that I would want for the price.
KEYBOARD/MOUSE/SPEAKERS I really wanted a mechanical keyboard cause I freakin love how they feel when typing on them, that and it has an LED back light on it all for a decent price. The mouse is wired and had decent reviews on comfortability. The speakers were cheap, but they will get the job done and I did not see anything bad wrote about them. Seemed like a great bargain for the price.
OS Windows 10-Home- Get it free from work +$100 - w00tUpdate Work only offered 8.1 and I wanted 10, so I bought an OEM product key for $13 off a website and used a USB drive to download it to the PC. Costing me very little, still happy.
Update 5/01/17 Finally got the computer put together, I really did not think I could do it, but it was much easier than I thought. And I totally love it, starts in like 5 seconds and the OEM version of windows was nice cause it doesnt come with alot of the bloatware, extra programs. Maybe I will overclock it one day when I need too depending on gameplay. As for now it plays Total War 2 awesome and I can finally play alot of steam games that I could not touch with my old laptop. Thanks for reading guys I will post pics soon.
Update 5/23/17 Its been a little while since I first built this PC and it has been serving me well ever since. I finally took the dive and bought a GPU for it that was on sale. An RX 560 for $130 from BestBuy seemed like a good deal after how high prices have been from the e-currency mining craze. The discrete card has bumped my Novabench score into the 1400s from the 850-900s I was getting before. While it does slightly irk me getting a dGPU and not utilizing the APU it was bound to happen sometime. I see it as a cheaper alternative than buying all new CPU/mobo/ram for now. I will keep this card as long as it works, it has a nice lifetime warranty in North America.
Prior to this I bought a coolermaster hyper 212 evo to try out my hand in overclocking and I keep it at a stable 4.2gz. For some reason I cannot get the RAM to run at 2133mhz without getting a random bsod every once in a while, so I keep it at 1866mhz. I also got a 480GB PNY SSD around Christmas time that I have put all my steam games on. Other than that this build has been chugging along nicely. Maybe one day in the future i will get a Ryzen CPU and a new motherboard and ram, but for now I am doing just fine with 1080p gaming.
Part Reviews
Idles at around 34 C with stock cooler, with a "Cool in Quiet" CPU fanoption in motherboard. Have not had to overclock yet, but there is a nice OC profile in my Mobo bios that I have used to increase RAM speed. Overall I enjoy this CPU it was my first purchase. Runs Rome Total War 2 at High settings. I overclocked this to 4 GHz just for benchmark with stock cooler and temps spiked to around 44 C. Remember 72 C is the max safe temp for this CPU
Awesome accessories for the price. Great and easy to use bios with explanations of everything on the right. Has an Overclocking profile for hardware, very easy to use. Shows fan speeds and temps. Has 2 CPU cooler connectors and 2 Case fan connectors. I have 4 case fans running off this mobo using splitters.
Has some instability issues OC this to 2133. With my mobo it runs at a default 1600mhz. The instability happened with the timings and was probably my fault. However, great color and working RAM.
This SSD boots my PC and I am on the home screen in not kidding 6-8 seconds. Crazy fast and at a great price.
This tower is built like a brick **** house. Very sturdy and has a ton of space. I have 2 intake fans in the front of this one exhaust in the back and one exhaust on top. Very easy to use. However, it can be a little hard on cable management getting the back panel on with all the cables hidden on the mobo side. Overall well built feels heavy duty. Has a air filter screen on the very bottom of it
Power Supply
At first when I plugged this in i did not think it worked, upon realizing it had to be completely hooked up before turning on I realized how much of a noob i was. This thing comes with plenty of connectors including two for hard drives. Its fully modular so nice for cable management and has a built in fan.
Optical Drive
I know these are not really needed, but what if i wanna watch an old DVD of star wars episode 2? Only thing I used this for was to download my wifi card's drivers that came with it via CD. This is just something that I wanted to have in my build. And it works.
I do not know that much about computer screens, if it works and looks good I have no complaints. That pretty much how it is with this 23 inches and has a reasonable price with HDMI.
Background blue LED? Mechanical? Whats not to love? This thing is loud and has a mechanical clicky feeling its badass and I love it


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- You are here: Home » Apartment for sell in District 2, Apartment for sell in Ho Chi minh city, and D'edge apartment for sale. » Penthouse D'edge apartment for sale in District 2 area 310sqm 4 bedrooms
Penthouse D'edge apartment for sale in District 2 area 310sqm 4 bedroomsVisited 531 times , 2 Visits today
Property Detail
Home Information
: $1,667,397
: Sale
: 4
: 4
: 310 Sq. M
: Nguyễn Văn Hưởng, P. Thảo Điền, Quận 2, Tp HCM
Property Description
D'Edge Thao Dien apartment for sale is located in Nguyen Van Huong street, Thao Dien ward, District 2. This is one of the most favorable location in the area, convenient for traveling of all residents here. such as:
– The apartment is only 2km from Ben Thanh – Suoi Tien station.
– It takes less than 10 minutes to get to Thu Thiem Town.
– And it takes less than 15 minutes to bring to the key district 1
Similarly, if you are in possession of a decision to live or invest in D'Edge Thao Dien, then this is a must.
Penhouse D'edge apartment for sale in District 2, on the 21th floor, has a private garden with rooms are view and cool. The penthouse has an area of 310.34m2, construction area: 280.74m2, including 4 bedrooms, 4 bathrooms, living room, kitchen, …
Price: 38 billion
penthouse D'edge apartment for sale
The outstanding features make the difference the most classy Thao Dien and structure so the cost:
– Top floor swimming pool in HCMC.
– Highest interior.
– Each apartment is near an elevator.
– Each apartment has a parking space.
– Each apartment can see the Saigon River.
– Inner community is the most common.
– The highest green density of each inhabitant.
– The longest internal jogging track.
If you have ever visited Penang on Capitaland's projects such as The Vista, Vista Verde, etc., then D'Edge Thao Dien's Penhouse is even better.
For inquiries about Area, policy, price, please contact us for more information: 0919942121 – 0919462121
Thank you!
Property Map
Location : Nguyễn Văn Hưởng, P. Thảo Điền, Quận 2, Tp HCM


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Terry Gold
Terry Gold is the Managing Director of TechStars Adelaide, Former Growth Entrepreneur in Residence at the Australian Centre for Business Growth and a UniSA Adjunct Industry Fellow.
Terry moved to Adelaide, Australia in 2016 from Boulder, Colorado where he co-founded and grew Gold Systems, an enterprise software company that created applications using speech recognition to improve customer service. In the early days of his company, Terry met Dr Jana Matthews and credits her with helping him develop as a leader of a high growth company. He draws on his experience of twenty-three years as a techie startup founder turned CEO, and as a board member and mentor to help CEOs and their executive teams become better leaders.
Prior to Gold Systems, Terry worked as a contract software developer at AT&T Bell Laboratories on their first computer telephony product, which facilitated the 'screen pop' concept, now known as Computer Telephony Integration (CTI). He was a founding member of the Colorado chapter of the Young Entrepreneurs' Organisation and is a former member of the Young Presidents' Organisation. In 2000 he and his co-founder were recognised with the "Esprit Entrepreneur of Distinction" award, and in 2003 Terry was recognised as a finalist at the Rocky Mountain Ernst and Young 'Entrepreneur of the Year' Awards. In 1998, Gold Systems was named to the Inc. 500 Fastest Growing Private Companies, and was named seven times to the Deloitte & Touché Colorado Fast 50 Companies.
Follow Terry Gold


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The mouse pad includes a satin textured pad finish surface and can be mounted on either the left or right side.
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Load Rating: 50 lb
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Looking for something easy, affordable and delicious for the school lunch box? You cannot go wrong with these easy peasy chocolate and peppermint bliss balls created by my son Manny.
Now featured in my cook book Lovely Little Lunch Boxes
What you need
1/2 cup of sunflower seeds
1/2 cup of coconut shredded/flaked
2-3 tablespoons of flax seeds
2-3 tablespoons of chia seed
1-2 tablespoons of cocoa or carob
1 drop of food grade peppermint
1 tablespoon of coconut oil
1 (ish) cup of pitted medjool dates
What to do
In a food processor combine all ingredients together. Roll into teaspoon size balls in the palm of your hand and store in the fridge for 15-20 minutes or until firm.
**Roll balls in cocoa, dessicated coconut or any other topping to make them colourful!
** Get kids to help roll the balls, it's an easy job for them and helps them with their cooking skills!