Importance Of Data Mining In Today’s Business World

What is Data Mining? Well, it can be defined as the process of getting hidden information from the piles of databases for analysis purposes. Data Mining is also known as Knowledge Discovery in Databases (KDD). It is nothing but extraction of data from large databases for some specialized work.

Data Mining is largely used in several applications such as understanding consumer research marketing, product analysis, demand and supply analysis, e-commerce, investment trend in stocks & real estates, telecommunications and so on. Data Mining is based on mathematical algorithm and analytical skills to drive the desired results from the huge database collection.

Data Mining has great importance in today’s highly competitive business environment. A new concept of Business Intelligence data mining has evolved now, which is widely used by leading corporate houses to stay ahead of their competitors. Business Intelligence (BI) can help in providing latest information and used for competition analysis, market research, economical trends, consume behavior, industry research, geographical information analysis and so on. Business Intelligence Data Mining helps in decision-making.

Data Mining applications are widely used in direct marketing, health industry, e-commerce, customer relationship management (CRM), FMCG industry, telecommunication industry and financial sector. Data mining is available in various forms like text mining, web mining, audio & video data mining, pictorial data mining, relational databases, and social networks data mining.

Data mining, however, is a crucial process and requires lots of time and patience in collecting desired data due to complexity and of the databases. This could also be possible that you need to look for help from outsourcing companies. These outsourcing companies are specialized in extracting or mining the data, filtering it and then keeping them in order for analysis. Data Mining has been used in different context but is being commonly used for business and organizational needs for analytical purposes

Usually data mining requires lots of manual job such as collecting information, assessing data, using internet to look for more details etc. The second option is to make software that will scan the internet to find relevant details and information. Software option could be the best for data mining as this will save tremendous amount of time and labor. Some of the popular data mining software programs available are Connexor Machines, Free Text Software Technologies, Megaputer Text Analyst, SAS Text Miner, LexiQuest, WordStat, Lextek Profiling Engine.

However, this could be possible that you won’t get appropriate software which will be suitable for your work or finding the suitable programmer would also be difficult or they may charge hefty amount for their services. Even if you are using the best software, you will still need human help in completion of projects. In that case, outsourcing data mining job will be advisable.

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24 Hours in Your Wallet

Every writer faces time restrictions. The trick is to find enough time in the day to spend writing. There are several things I do to find more time to write. Negotiate every one of these ideas to maximize your time of opportunity.

Review your ideas that are laid out in front of you. I use note cards and stick notes on my desk to keep ideas around me. This kick starts the thinking process. I also put a current project I’m working on as a desktop background on my computer as a constant reminder to work on that particular task. Every time I am on the computer, there’s a picture of a document that needs worked on starring me in the face.

Push through the fog even if you have a headache or are feeling bad. Be your own nagging boss that says, “Get to work.” Think of a reward that you’ll give yourself when the work is done and put a picture of it where you see it every day. The reward has to be worth it, not just go out to dinner or something lame like that. I enjoy playing pool and set a goal to not play until I finished a project. Stick to it. That pushes me to finish what I started faster. Delayed gratification is a great tool to use. Use every great tool available.

Be as organized as possible. I know folks that can play office all day and not accomplish anything of real value. Focus on the work as a writer, but keep a clean environment.

Use the best software for the project your working on. I use New Novelist software for book type writing and Movie Magic for screenwriting. Download a free trial of Movie Magic and see if it’s right for you. Use the best software you can to maximize your effectiveness of time management and organization.

Eliminate the unnecessary clutter. Work is work, it doesn’t matter what kind it is, whether it’s dishes, digging a hole, or writing. A proper mindset on the value of work is vital. Sweat Equity is the best tool in the world.

Set goals that are difficult but possible. Write three articles a day, three chapters a day, or three scenes a day. Make time your friend and not a thief.

Role-playing allows me to step into someone else’s shoes and get work done that I might not of accomplished otherwise. Think stat, like you hear a doctor say. I’ve got to operate on this chapter, stat or I’ve got to dig up the research and uncover the true like a good detective. This exercise helps me more than you could possibly understand. An exercise like this can make an ordinary writing assignment seem extraordinary, removing the boring out of work. If you’re having fun, then you’ll get more done.

Steal every minute you can from the day. Take your laptop with you to work and pull it out on lunch break if you work a regular job too. I take my laptop fishing with me. When it’s slow and the fish are not biting, I can kick back and type away, glancing at the pole once in a while. The thrill of fishing is the catch, not the wait. Work while you wait. That may sound extreme, but don’t knock it until you try it.

Gather all the best tools and use those to fight against the time steelers.

Copyright© 2007 – AJ Dowell

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Different Methods of Mining Coal

Different methods of coal mining are adapted to dig out the natural coal from the earth. Among them, Surface mining method is applied for producing coal of about nearly 40% in the world. The coal deposits are found on the surface of the earth and make the mining easier for the coal-miners. The various types of coal mining are contour, mountaintop removal and strip mining.

Strip mining is adopted in areas, which has leveled landscape. The surface coal is exposed when the earth covering them is removed in strips. When the whole earth concealing is removed from the surface the coal that lay beneath is exposed. They appear in blocks and are usually extracted either by drilling or blasting. Once the strip is free of coal or goes empty, the strip mining process is continued with the next strip that lay adjacent to the former.

The contour mining is used to remove coal from the layer following the contours found along the ridges of a hill or landscape. The commonly used places for this type of mining are areas with rolling to steep terrain. This method may create landslides and erosion troubles. Using the freshly cut overburden to refill the mined areas rectifies these problems. Strip mining has its own limitations and when the process of strip mining reaches a specific stripping ratio, it may not yield you profit when continued.

Mountaintop removal coal mining can be understood by its name. Removing the mountaintops exposes the coal. This method also involves disposing of mining overburden that is associated with mountaintops removal in nearby valleys. This method is a combination of area and contour strip mining methods. This process creates adverse changes in the topography like creating head of hollow hills and filling valleys with mining wastes.

Latest open cast methods can reveal higher proportion of coal deposit than the underground mining methods.

Deep mining or underground mining is applied to dug out coal that lay underneath the surface of the earth. The primary underground mining ways are Continuous, Longwall, Shortwall, Retreat and Blast Mining.

Longwall mining method is adopted for about 50% of underground mining. This method involves a complex machine with a revolving drum that sways mechanically back and forth across the coal deposit. This method yields high production and ensures safety. This method has sensors that can detect the quantity of remaining coal in the seam and robotic controls contribute to the efficiency of the process.

Continuous mining method is applied for about 45% in underground coal mining. The machine used in this method has a huge revolving steel drum that is facilitated with tungsten carbide teeth to extract the coal from the seam.

Blast mining occupies less than 5% of the whole underground mining in USA. Explosives are used to break the coal seam in this method. The extracted coal is collected and transported to the central area using conveyors or shuttle cars.

Shortwall mining covers 1% and the method is somewhat similar to longwall mining. Retreat mining method employs pillar or coal ribs to support the roof of the mine. This is the most dangerous method as it involves risk of falling roofs that might trap or crush the workers in the mine.

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Why Is Bitcoin Cloud Mining the Way Forward?

Cloud mining allows you to access data centre processing capacity and obtain cryptocoins without the need to purchase the right hardware, software, spend money on electricity, maintenance, and so on. The essence of cloud mining is that it allows users to buy the processing power of remote data centres.

The whole cryptocoin production process is carried out in the cloud, which makes cloud mining very useful for those who do not understand all the technical aspects of the process and do not want to run their own software or hardware. If electricity is costly where you live – for example in Germany – then, outsource the mining process in a country where electricity is cheaper, such as the US.

Types of Bitcoin cloud mining:

There are currently three ways to conduct mining in the cloud:

1. Leased mining. Lease of a mining machine hosted by the supplier.

2. Virtually Hosted Mining. Creating a virtual private server and installing your mining software.

3. Renting hash power. Renting a certain amount of hash power, without having a dedicated physical or virtual equipment. (This is by far the most popular method of cloud mining).

What are the advantages of Bitcoin cloud mining?

– Not dealing with the excess heat generated by the machines.

– Avoiding the constant buzz of the fans.

– Not having to pay electricity.

– Not selling your mining equipment when it is no longer profitable.

– No ventilation issues with the equipment, which is usually heated a lot.

– Avoiding possible delays in the delivery of hardware.

What are the disadvantages of Bitcoin cloud mining?

– The possibility of fraud,

– Operations with bitcoins can not be verified

– Unless you like to build your own Bitcoin hash systems, it might be boring.

– Lower profits – Bitcoin cloud mining services carry expenses.

– Bitcoin mining contracts may allow cessation of operations or payments if the Bitcoin price is too low.

– Not being able to change mining software.

Risk of mining in the cloud:

The risk of fraud and mismanagement is prevalent in the world of cloud mining. Investors should only invest if they are comfortable with these risks – as they say, “never invest more than what you are willing to lose.” Research social networks, talk to old clients and ask all the questions you consider appropriate before investing.

Is cloud mining profitable?

The answer to this question depends on some factors that affect the profitability of investments. Cost is the most obvious factor. The service charge covers the cost of electricity, accommodation and hardware. On the other hand, the reputation and reliability of the company is a determining factor due to the prevalence of scams and bankruptcies.

Finally, profitability depends on factors that no company can predict or control: just remember the high volatility of Bitcoin in the last three years. When you buy a mining contract, it is better to assume a constant price for Bitcoin, since your other alternative is to buy bitcoins and wait for the price to rise. Another important factor is the capacity of the entire network, which depends on the number of operations per second. Over the past few years, power has increased exponentially. Its growth will continue to rely on the value of Bitcoin and innovation in the development of integrated circuits for particular applications.

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69 Dirty Talk Messages to Crank Up Your Texting Life

The ability to text message from ANYWHERE on the planet is something new, and gives relationships something they’ve never had before…the ability to keep our relationships exciting, even if we are separated from our lovers.

Now the hard part is trying to be creativity and erotic on your own. While sometimes it just rolls off the tongue, and thinking of what to say is quite easy. Other times, you might receive a sexy message and be dumbfounded on how to respond.

Below is a list of dirty talk messages that should be used when you can’t see the person you want, and your goal is to make them think OBSESS about you and the fact they can’t have you right now.

Some of these dirty talk messages are fun, some are serious, so use them wisely and don’t randomly use them. Sometimes humor when you’re having a seriously sexy chat can spoil the mood.

1. Hi. I’m horny.

2. I just thought about how awesome you are. And how awesome I am. Let’s hook up!

3. If you were the new burger at McDonalds you would be the McSexy!

4. You’re so f’n sexy!!

5. I want you right NOW.

6. The thought of you is turning me on!

7. Can you send me a picture so I can show Santa what I want for Christmas?

8. I can’t wait to see you later

9. You are SO hot

10. I love your body

11. I’ve been thinking about you ALL day

12. You make me want to do BAD things to you…and myself;)

13. I’m so h*rd/w3t right now

14. I would give anything to be with you right now!

15. I’ll be waiting for you later…naked;)

16. You can do whatever you want

17. The fact I can’t have you right now makes me want you MORE

18. What would YOU do to ME?

19. I’ve never been so turned on by someone!

20. I’ve NEVER wanted someone like I want you

21. You’d look so hot going down on me:)

22. No one does me like you!

23. I want you so bad I don’t notice anyone else

24. I’ve never met someone who turns me on like you!

25. You have the nicest a$$ on the planet, is it real?

26. Hey I just realized this, but you look a lot like my next girlfriend/boyfriend!

27. What are you wearing?

28. Your body makes me happy

29. I’m not wearing any underwear… maybe I can wear you later

30. Hello, I’m a thief, and I’m here to steal your heart.

31. Can I please be your slave tonight?

32. Do you know, your hair and my pillow are perfectly color coordinated?

33. God must have been in a very good mood the day we met.

34. I think I could fall madly in bed with you.

35. I want to melt in your mouth, not in your hand.

36. I wonder what our children will look like.

37. I’d like to name a multiple orgasm after you!

38. I’ll cook you dinner if you cook me breakfast.

39. I’ve got a condom with your name on it.

40. Picture this, you, me, bubble baths, and a bottle of champagne.

41. What do you like for breakfast?

42. Why don’t you surprise your roommate and not come home tonight???

43. Will you marry me for just one night?

44. Can I buy you a drink, or do you just want the money?;)

45. Don’t be so picky… I wasn’t! Just kidding, I love you

46. You want me. I can smell it.

47. Damn…..your ass is fine! Want to come see mine?

48. You’re like pizza. Even when you’re bad, you’re good.

49. I would lose my wallet just to see you right now

50. I’m in one of those ‘you could do whatever you want moods’ too bad you’re not here

51. Got any raisins? (No.) Then how about a date?

52. Milk does the body good, but damn how much did you drink?

53. Do you sleep on your stomach? (yes/no) Can I?

54. You so fine!

55. I say we Déjà vu last night all over again later?

56. Hi. My name is (name). I’ll be your play toy tonight.

57. Are you a virgin? (No.) Prove it!

58. My bedroom has a very interesting ceiling…

59. So what did you think of me last night? Pretty fantastic eh?

60. You’re on my list of things to do tonight.

61. OH GOD! OH GOD! Just practicing;)

62. Do you know how to use a whip? hehe

63. I’m drunk:)

64. Didn’t anyone tell you that you wanted to sleep with me??? I thought you knew!

65. Hey babe, wanna get LUCKY!?

66. Your place or mine?

67. You *will* come home with me tonight (Jedi mind trick)

68. I’m gay, think you can convert me?

69. I’m just looking for a friend with benefits (Uhm?) No not sex. A car, nice stuff, etc. Get your mind out of the gutter.

As always we had a lot of fun putting together this list. We know that we’ve missed some GREAT dirty talk lines so please feel free to comment some of your favorite messages.

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Agriculture Investment Funds – The Best Alternative

In times of a rapidly expanding population, low interest rates, inflation and murky equity markets, investors are searching for assets that will grow in value, produce a regular income, and retain value in the event of a crash. Essentially we need a safe haven for our cash and that is leading many investors towards the agricultural sector as 75 million new mouths to feed every year and a changing diet in developing economies supports the theory that agribusiness will do well in the mid to long term.

There are a number of options open for investors choosing this sector, from agricultural investment funds, ETFs, direct investment into agribusiness companies, or trading soft-commodities such as wheat. My problem here lies in the fact that these investment strategies do not tick all of our boxes. Funds incur management fees, and over the lifetime of a mutual fund, investors lose 80% of their gain to management fees, commodities can be volatile in the short term, and investing into agribusiness companies does provide any level of non-correlation.

So what is the alternative? More and more canny investors, both private and institutional, are snapping up what little good quality agricultural land is left in the hope that as time passes, and the population continues to grow, the land we have will become more valuable in the face of a higher demand for food. We also know that well tilled land will produce an income every year from the growth and sale of crops, replacing the lost risk-free income we no longer achieve from holding cash. Of course, if someone somewhere finds an alternative to food then the value of farmland will fall, but I think we can all agree that we will all have to eat at some point and therefore arable land retains value even in the worst of circumstances.

So how does the small investor source a piece of agricultural land large enough to farm commercially? And how do we reduce general agricultural risk such as exposure to poor weather, commodity prices and quality farm management? There are opportunities for the smaller investor to take part in large farmland investment transactions, either pooling capital with other investors in order to purchase better and larger land parcels, and other very interesting structured vehicles allowing the small investor to purchase a small piece of a much larger, commercially managed farm, with the farmer shouldering the general agricultural risk and paying the land owning investor a fixed annual income. This methodology, provides the farmer with much needed liquid capital to expand operations and invest in the his business, whilst providing the investor with risk-managed exposure to high-yielding farmland, consistent income, principle protection and capital growth.

Where should one consider purchasing farmland? The EU, Latin America and Australia are all investable locations, and have consistently achieved returns of between 10% and 20% over income and growth depending on the location of the farm and the structure of the investment.

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A Tour of Forex Trading Tools

In foreign exchange (forex) trading, brokerage companies offer their clients different types of tools to help them succeed. Also referred to as FX, foreign exchange markets are unique and complex. The brokerage company provides our clients with essential forex tools such as margin and pip calculators as well as a currency converter to ensure people trading in forex have a safe and secure trading experience.

Each of the brokerage company's FX tools has been specifically designed to enable customers to have the most efficient resources available, providing the most recent precise information. As a result, data streams and live prices are delivered to the broker's FX tools in real time. As a result, people trading are able to make informed trading transactions.

Calculating Margin
This FX calculator helps the person trading currency to decide on the selling price for currency pairs to attain the preferred profit margin. Depending on the specific tool provided, the trader would simply enter the trade size and select the currency pair in the preferred account currency.

Next, the person planning a trade would then enter the leakage necessary and click on the calculate button which, by design, generates the required selling price and gross margin.

Calculating Currency
The brokerage company currency converter is a simple FX tool to convert a set amount of one currency to another. It features twenty three different contexts.

The trader chooses the desired amount and the appropriate currency from the list provided. The prices are updated in real time by the brokerage company.

Next, the person trading should choose the currency that they want to convert. The next step is to use the calculate feature. The FX currency calculator then gives the value based upon the live market pricing.

Calculating Pip
A pip is the least change that can be made in a given exchange. The FX pip calculator provides the value per pip in the trader's account currency for all major currency pairs. All values ​​are based on real-time brokerage company currency rates.

A pip calculator can be an important tool in the preparation and creation of an assessment of forex trades.

The individual punches in the preferred trading amount in units, then chooses the desired currency pair. The trader then chooses the currency they wish to have the figure converted into.

Activating the calculation button obtains the pip value for the currency chosen using market prices from live forex trading.

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Dress Hangers – A Wise Investment For Every Wardrobe

Hangers were invented in the early 1900s, when Albert J. Parkhouse twisted a wire to use for hanging coats. A century later, shoppers can find a plethora of hanger types, including dress hangers.

More than a handy tool for holding clothes while in storage, a dress hanger is also an accessory that helps an item of clothing maintain its form. This is especially true for dresses, which require additional support to keep the garment in shape.

Options for dress hanger selections include the wood, metal or acrylic varieties, which offer a distinct look as well as strength. The wooden type appears classy and natural, with colors that range from taupe to chestnut and to dark brown. Metals are known for their remarkable durability, but select makers of plastic hangers have become popular in recent years for developing a sturdier – even touted as 'unbreakable' – line.

For that extra touch of fabric care, shoppers can also opt for dress hangers that come with fabric padding made of velvet, linen or satin finish. This type is perfect for dresses that are crafted using lace, silk, taffeta and similar fabrics that can be sentenced to damage. Clips, stay-on details and drop and bar attachments may likewise be added to address particular clothing display needs.

Investing in good hangers is a wise decision not just for women with an extensive wardrobe, but also for clothing store owners that need reliable garment storage and display accessories. A hanger can even serve to market a company's brand, through the artful use of logos that are etched, printed or embossed onto its surface. High-quality dress hangers can contribute to the creation of a shopper-friendly vibe in stores, and even make the merchandise become even more appealing.

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Why Day Trading is Not a Risky Investment?

Day traders are people who buy and sell stocks of various companies all day long. There are mainly two types of day traders – scalpers and momentum traders, Scalpers buys and sells very quickly whereas momentum traders buy stock that is moving up or down during the day.

The main objective of day trader is to maximize profit with minimum risk. As an active day trader, I am sharing with you the benefits of earning within a single market day – and the potential challenges with day trading.

You perhaps warned by your friends, relatives or stock market consultants that day trading is risky. However, from my personal experience, I found it is no more risky than long-term investment in volatile stock or futures.

I would rather say investment in equity is always risky because of erratic and sometimes unpredictable nature of market forces. On the contrary, investments in banks allow money to grow at a small rate, while that rate is guaranteed, and the local government generally protects the money. However, you need to invest some portion of your capital in capital market for wealth building.

Let us examine why short term and long-term investment pose the same risk in terms of capital loss. We will consider a hypothetical scenario to explain the point.

Let’s assume you are a value investor and invested in a company A. On 25 th July’07, company A is opened at $27 in the morning, and then plummets to $24 within a few hours due to a large class action lawsuit being filed against them. If the company A goes to bankrupt because of said lawsuit, share of company A will fall drastically. In this situation, all kinds of share market investors will loose their capital because the stock is worthless now.

Even in the above case, day trader might protect their capital well because they are normally very cautious and open to all kinds of market news. Day trader mainly works based on market intelligence.

To be successful as day trader, you need to do many practices and most important you need to learn from your mistakes. You need to work with an experienced day trader, need to learn latest techniques, use latest stock market investment software and need to devise your own trading plan.

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Co-Signing a Loan

When you co-sign any type of loan, you are taking on the risk the lender
would not; ensuring that the person you co-sign for is going to make the
payments. If they do not, you are going to be responsible for the owed debt.

When determining if you should co-sign a loan for someone, you need to consider
the following:

– Will you be able to pay the loan if the borrower goes into default? If
you can not, not only will your credit be adversely affected, you can be sued by
the lending creditor.

– When you co-sign a loan, your chances for obtaining approval for a loan for
your own personal use Declines because of your current obligation. More
specifically, the debt you co-sign for is considered your debt.

– If you secure the loan you co-sign for with some sort of personal
property, ie your home or car, you run the risk of having these items taken
away from you if the loan goes into default and you can not pay.

– If the borrower does not pay their loan, not only will you become
responsible for the debt, you are also going to be responsible for any of the
late fees and collections associated with the over-due debt.

You should also do the following when co-signing a loan:

– Get in touch with the lender and make sure that you will be contacted in
writing as soon as soon as the borrower is late on a payment. This will give you
time to get in touch with the borrower and fix the situation before the account
goes into collections. If the account does enter into collections, you will be
responsible for paying off the entire debt at one time.

– Get a hold of copies of all the stipulations and terms of the loan.

Some More Advice to Follow If You Are Going to Co-Sign a Loan

Prior to co-signaling, you should contact the creditor to see if your can
negotiate your liability if the loan goes into default. More specifically, you
can have your liability changed so that you only are obliged to pay only the
loan balance and not any other late fees. It is always a good idea to get any
final, negotiated Clauses in writing.

What Are the Benefits of Being a Loan Co-signer?

Co-singing a loan can be a good idea if you are certain that the borrower is
going to repay the money. For example, co-signaling makes sense if you are
the parent of a child with no credit, but a steady income, looking to buy a home
for the first time. You will help your child get the mortgage financing them
are looking for, while helping build their credit rating.

It is very common for someone's credit to be adversely affected as a result of
divorce. This will hurt their ability to get approved for loans and credit even
though they have a steady income. Co-singing a small personal loan in this
instance will help them re-establish their credit.

In conclusion …

As mentioned, there are instances when co-signing a loan is harmless.
However, the majority of the time, it is a very risky move. As a matter of fact,
studies have shown that co-signers end up paying the debt of the borrower 80% of
the time. When co-signing any loan for any purpose, friend of family, PROCEED
WITH CAUTION!

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