In writing a narrative essay Essay Example for Free

In writing a narrative essay Essay Include sensory and emotional details, so the reader will experience the story, not just read about it Have the story support the point you are making, and make reference to that point in the first sentence. Write in the first or third person Descriptive Descriptive essays have text which describes traits and characteristics of people, objects, events, feelings, etc in intricate detail. Whatever is being described will be thoroughly examined. For example, if you were describing roses, you would explain: Where they come from What they look like What colors they are How they grow and smell When you write a descriptive essay, you want to involve the reader’s senses and emotions. For example, you could say, â€Å"I got sleepy† or describe it like this, As I was waiting for Santa, my eyelids began to get heavy, the lights on the tree began to blur with the green branches, and my head started to drop. The second sentence gives vivid details to make the reader feel like he is there. Exposition See more: how to start a personal narrative essay examples Expository essays can compare, explore and discuss problems, or tell a story. An exposition essay gives information about various topics to the reader. It: Informs Describes Explains In writing an exposition, the text needs to: Be concise and easy to understand Give different views on a subject or report on a situation or event Explain something that may be difficult to understand as you write your essay. Remember that your purpose is to explain. Argumentative In an argumentative essay the writer is trying to convince the reader by demonstrating the truth or falsity of a topic. The writer’s position will be backed up with certain kinds of evidence, like statistics or opinions of experts. The writer is not just giving an opinion, but making an argument for or against something and supporting that argument with data. To know how to write an essay in an argumentative way, you have to research and backup what you say in the text. Learn by Example When learning how to write an essay, sometimes the best way to learn is to look and analyze essay examples. Following are excerpts from narrative essays: Looking back on a childhood filled with events and memories, I find it rather difficult to pick on that leaves me with the fabled warm and fuzzy feelings. As the daughter of an Air Force Major, I had the pleasure of traveling across America in many moving trips. I have visited the monstrous trees of the Sequoia National Forest, stood on the edge of the Grande Canyon and have jumped on the beds at Caesar’s Palace in Lake Tahoe. The day I picked my dog up from the pound was one of the happiest days of both of our lives. I had gone to the pound just a week earlier with the idea that I would just look at a puppy. Of course, you can no more just look at those squiggling little faces so filled with hope and joy than you can stop the sun from setting in the morning. I knew within minutes of walking in the door that I would get a puppy†¦ but it wasnt until I saw him that I knew I had found my puppy. Looking for houses was supposed to be a fun and exciting process. Unfortunately, none of the ones that we saw seemed to match the specifications that we had established. They were too small, too impersonal, too close to the neighbors. After days of finding nothing even close, we began to wonder: was there really a perfect house out there for us? The following is an example of a famous narrative written by John Updike, Hub Fans Bid Kid Adieu: The afternoon grew so glowering that in the sixth inning the arc lights were turned onalways a wan sight in the daytime, like the burning headlights of a funeral procession. Aided by the gloom, Fisher was slicing through the Sox rookies, and Williams did not come to bat in the seventh. He was second up in the eighth. This was almost certainly his last time to come to the plate in Fenway Park, and instead of merely cheering, as we had at his three previous appearances, we stood, all of us, and applauded. Following are excerpts from descriptive essays: Like his twisted feathers, his many scars, the reliable old owl chose the gnarled, weather-beaten, but solid branch often—it being a companion to the wise alone with the night and the last branch to creak in the heaviest wind. He often came to survey the fields and the clouds before his hunt, to listen to the steady sound of the stream passing through reeds under the bridge, while combing his feathers for the unwanteds—whatever they might be. Here is a descriptive essay about a first visit to a favorite diner written by a student at Roane State Community College:When entering the door at Lou’s, two things are immediately noticeable: the place is rarely empty and seems to consist of a maze of rooms. The first room, through the door, is the main part of the restaurant. There is another, rarely used, dining room off to the right. It was added during the oil well boom of the seventies. Through the main dining room is yet another room; it guards the door leading into the kitchen. This room contains the most coveted table in the place. The highest tribute Lou can bestow on anyone is to allow them access to seats at this table. This table is the family table; it is reserved for Lou’s, and her daughter Karen’s, immediate family and treasured friends. Here is an example of a descriptive essay from St. Cloud State:Billy Rays Pawn Shop and Lawn Mower Repair looked like a burial ground for country auction rejects. The blazing, red, diesel fuel tanks beamed in front of the station, looking like cheap lipstick against the pallid, wrinkled texture of the parking lot sand. The yard, not much larger than the end zone at General G. Patton High School on the north end of town, was framed with a rusted metallic hedge of lawn mowers, banana seat bicycles, and corroded oil drums. It wasnt a calico frame of rusted parts, but rather an orchestra of unwanted machinery that Billy Ray had arranged into sections. The yellow-tanked mowers rested silently at the right of the diesel fuel. Once red, now faded orange, mowers stood at attention to the left. The oil barrels, jaded and pierced with holes, bellared like chimes when the wind was right. The bikes rested sporadically throughout the lot. In the middle of it all was the office, a faded, steel roof supported by cheap two-by-fours and zebra paneling. Billy Ray was at home, usually, five blocks east of town on Kennel Road. Following are excerpts from exposition essays: This family was a victim of a problem they could have avoided-a problem that, according to Florida park rangers, hundreds of visitors suffer each year. Several times a month, ranger Rod Torres of OLeno State Park said, people get scared and leave the park in the middle of the night. Those people picked the wrong kind of park to visit. Not that there was anything wrong with the park: The hikers camped next to them loved the wild isolation of it. But it just wasnt the kind of place the couple from New Jersey had in mind when they decided to camp out on this trip through Florida. Here is an example of a student model answer of an Expository Essay from The Write Source:Did you know that 7 out of 10 students have cheated at least once in the past year? Did you know that 50 percent of those students have cheated more than twice? These shocking statistics are from a survey of 9,000 U.S. high school students.Incredibly, teachers may even be encouraging their students to cheat! Last year at a school in Detroit, teachers allegedly provided their students with answers to statewide standard tests.Here is an another example of an expository essay. This example comes from Essay Start:Throughout history and through a cross-section of cultures, women have transformed their appearance to conform to a beauty ideal. Ancient Chinese aristocrats bound their feet as a show of femininity; American and European women in the 1800s cinched in their waists so tightly, some suffered internal damage; in some African cultures women continue to wear plates in their lower lips, continually stretching the skin to receive plates of larger size. The North American ideal of beauty has continually focussed on womens bodies: the tiny waist of the Victorian period, the boyish figure in vogue during the flapper era, and the voluptuous curves that were the measure of beauty between the 1930s and 1950s. Current standards emphasize a toned, slender look, one that exudes fitness, youth, and health. According to psychologist Eva Szekely, Having to be attractive at this time . . . means unequivocally having to be thin. In North America today, thinness is a precondition for being perceived by others and oneself as healthy (19). However, this relentless pursuit of thinness is not just an example of women trying to look their best, it is also a struggle for control, acceptance and success. Finally, here are excerpts from argumentative essays: Gun control has been a controversial issue for years. A vast majority of citizens believe that if gun control is strictly enforced it would quickly reduce the threat of crime. Many innocent people feel they have the right to bear arms for protection, or even for the pleasure of hunting. These people are penalized for protecting their lives, or even for enjoying a common, innocent sport. To enforce gun control throughout the nation means violating a persons Constitutional rights. Although some people feel that the issue of gun control will limit crime, the issue should not exist due to the fact that guns are necessary for self defense against crime, and by enforcing gun control is violating a citizen’s second amendment right to bear arms. Another examples of an argumentative essay comes from Bogazici University:Throw out the bottles and boxes of drugs in your house. A new theory suggests that medicine could be bad for your health, which should at leastcome as good news to people who cannot afford to buy expensive medicine. However, it is a blow to the medicine industry, and an evenbigger blow to our confidence in the progress of science. This new theory argues that healing is at our fingertips: we can be healthy by doing Reikion on a regular basis. On Essay By Example, on the other hand, the sample argumentative essay addresses online games and socialization:

Dreams :: essays research papers

Dreams Since the dawn of mankind, man has been searching for the answer to just one question: Why do we dream? I believe strongly that the reason is not clear- cut and as easy to answer as it might seem. I think that dreams range in meaning and importance.   Ã‚  Ã‚  Ã‚  Ã‚  When someone has a dream, there are many possible types of dreams they could have. First of these possibilities is for a dream that involves absolutely no meaning whatsoever. The dream is meaningless and involves a chain or series of events that are unrelated to one another and may be of people or places familiar or not. These dreams are most likely created because of the flash and mixture of chemicals that occurs during sleep. Many times these dreams are actually so bazaar that they have no meaning even to the dreamer. So these dreams are mostly just passed over and ignored.   Ã‚  Ã‚  Ã‚  Ã‚  The second type of dream is one in which the dreamer can comprehend everything that is going on but things seem to have no meaning as before. But in some of these dreams, there are symbols that come into play. When you look at these dreams sometimes they can represent real life events. Often these are predictions about what could happen in the future or are an interpretation of things that have passed. These, like almost all other dreams have significance as a result of bodily rejuvenation processes. This type of dream has a significance I believe in helping the person have the feeling of a good sleep, where things have, if not in some bazaar way, been resolved.   Ã‚  Ã‚  Ã‚  Ã‚  The third type of dream is one which makes great and perfect sense to the dreamer but doesn't have any real meaning. An example of this is dreaming that you are flying. Although you know what you are doing, and are comprehending this, it really doesn't have meaning in your life. Dreams like this can be quite mentally satisfying to the dreamer. Many times a dream like this can be almost a form of entertainment to the dreamer, especially if the dreamer realizes they are dreaming. When this happens sometimes the dreamer will take control of their dream and can do things they would not normally be able to do in real life.   Ã‚  Ã‚  Ã‚  Ã‚  Another type of dream is one where the dream has full meaning and the dreamer can fully realize everything that happens. Dreams like this can show exactly the way things could happen in the future, or ways of dealing with problems that will occur or have occurred.

Future of Democracy in Pakistan

Future of democracy in Pakistan Outline 1)What is democracy 2) Democracy and Pakistan – Present, Past and Future 3) Importance of democracy 4)Threats to democracy 1. Weak political institutions 2. Influence of Military 3. Economic difficulties 4. Social Norms 5. Illiteracy – lack of political of awareness 6. Unemployment and poverty 7. Image of political leadership 8. Power politics 9. Foreign interference 10. Unbridled media 11. Feudalism and racism 12. Grievances of small provinces 13. Relation with India 14. Terrorism and extremism 5) Suggestions to meet the challenges 1. Strengthing of political parties and political culture . Sovereignty of parliament and other statuary 3. Independence of judiciary 4. Eradication of illiteracy 5. Political awareness 6. Democratic norms 7. Economic uplift 8. Emergence of new leadership 9. Participation of youth in political process 10. Mature and tolerant politics 11. Independence of media 12. Accountability 6)Our strengths 1. Prese nce of pro-democracy leadership 2. Active Civil Society 3. Independent Media 4. Determined and dedicated nation 5. Pakistani Youth 7) Conclusion Essay For years now we have been hearing the word democracy being used endlessly in our media, homes and offices.But do we really know what democracy is? What does it stand for? What are its principles? And most importantly what is the role of different state institutions and their respective jobs and duties as prescribed in the constitution. The word democracy is derived from two Greek words, Demos and Kratos meaning rule of the people. In simple words academics like to define it as, â€Å"Rule of the people by the people for the people†. Democracy stands for people’s rights and representation. It is a very well balanced system which has slowly evolved into the fair and reasonable system we all know.It favours a progressive society. It encourages arts and science. All the technological, social and political progress that man has made was in a democratic society e-g Muslim Spain, British Empire, USA. Our country Pakistan was the result of a political and democratic struggle but democracy could not flourish during 62 years of its existence. The founder of Pakistan was a great democratic statesman who envisioned a democratic and progressive Pakistan. Unfortunately his illness couldn’t let him to contribute much for democracy. His death was a fine blow to the political stability of Pakistan.Liaquat Ali Khan, a devoted prime-minister elected from Eastern Pakistan was unacceptable to the ruling elite of West Pakistan and was subsequently eliminated from the political scene in 1951. These initial problems of Pakistan gave him little time to focus his attention on democratic and constitutional development of newly born state. His sudden death proved a serious blow to the nation. His successors dedicated their efforts to perpetuate their rule showing little concern to democratic development. The early yea rs were marked with conspiracies, unethical and undemocratic tactics in power corridors of the country.This situation provided opportunity to military to intervene in politics and Ayub Khan imposed first Marshal Law in 1958. After this, army became a stakeholder in power game and ruled the country four times through coups. The recent government has assumed power through an electoral process. It is for the first time in the history of Pakistan that a democratic government is going to complete its duration. The current democracy is facing multifaceted challenges on economic, social, political and international fronts. This needs a sagacious approach to ensure continuance of democratic rule in Pakistan.Today the respect of a nation in the international community is directly linked to prevalence of democracy. Pakistan has to strengthen democracy in order to earn a respectable place in the world and head towards the road of progress and prosperity. The clouds of uncertainty are hovering over the democratic set-up in Pakistan. The major threat is absence of sound political infrastructure. Frequent Military interventions prevented growth of political culture. Political parties could not be established on modern and democratic lines. Political parities are nursuries of democracy.In Pakistan these parties are plagued with outside influence, short term goals, one man show and family politics. Political culture cannot flourish until political parties start functioning in democratic manner. FOR RULERS IN DEVELOPING COUNTRIES LIKE PAKISTAN, DEMOCRACY IS A CHEWING GUM FOR THE PEOPLE, TO GO ON CHEWING†¦Ã¢â‚¬ ¦A SWEET YET USELESS TASTE Economic difficulties are the barriers to Govt performance causing public discontent. Pakistan government is facing financial difficulties. Its economy is under developed characterized by huge trade deficit, heavy debt burden and deteriorating currency.Government lacks the requisite economic resources for public uplift. Consequently common men remain indifferent to national politics and democracy that induce undemocratic forces to intervene. The democratic system derives its strength from people. Whereas half of the Pakistani population is illiterate and stands unaware to democratic concepts, even the major chunk of educated people remains also indifferent to political developments in the country. This allures undemocratic forces to assume the power and to their pleasure they are accorded warm welcome by the nation when they assumed the charge.Political unawareness amongst the masses poses serious threat to democracy. Democracy can flourish only if public at large get involved in the political process. The image of political leadership has been rotten over the time. Common men tend to dislike the political personalities. They are held responsible for all the afflictions Pakistan facing today. There are deficiencies in politicians, but these are projected to the public with exaggeration of some facts along with certai n myths. This mistrust of public prevents them to concern about the political process.Political instability along with economic difficulties pushed the country towards foreign dependence. Resultantly, the international powers, in pursuance of their own goals, care little to the democratic stability of the country. All the military rulers enjoyed foreign support. 75% of financial aid by USA was received during the military regime. Purportedly, these foreign players intrigue to destabilize the political set up, when their interest require doing so. Media independence is vital to democratic stability but it must be subjected to some ethics, rules and regulations. Unfortunately, media scarcely follows he ethical and legal limits. Commercialism some time allures it to pursue yellow journalism putting aside the national interest. In order to catch public opinion, media manipulate the facts and mis-represent it to the public where constructive criticism play a positive role, undue castigat ion arouse public wrath for the sitting government. Consequently people start desiring change whether democratic or undemocratic. Feudalism is negation of equality and freedom. Democracy is not just happening of electoral exercise, it is set of principles based on the concept of freedom, liberty, equality and tolerance.Elections are just one of the manifestations of democracy. While feudalism does not hinder the electoral process, it put curbs on the people’s right of freedom. Masses are restrained to freely participate in the democratic process. Feudalism is still prevailing in Pakistan and people falling under its jurisdiction are treated like subjects. They can never become the active participants of political process. Small provinces have lost their confidence on federation. Military rulers suppressed their demands. They were denied the genuine legal and constitutional rights.Though the present democratic government sought apology from Balouchs, no substantial efforts has been evinced yet to redress their woes, their anti-centre feelings, if not addressed aptly would aggravate in the days ahead. Pakistan unfriendly relations with India overpower its domestic and international policies. Both the countries remained at logger heads since their inception. Pakistan, in order to counter the menace of Indian adventures, had to allocate major chunk of her resources for military development at the cost of negating other socio-economic sectors of the country.She has to maintain a large army in spite of having limited economic resources. Pakistan annually allocates 33% of her budget to defense on average. If relations with India are normalized, these resources may be better spent on public uplift, social welfare, education and health. If it happens it would bring prosperity that strengthens the democratic foundations of the country. Terrorism is one of the biggest threats to survival of entire humanity. The entire world is intimidated of this menace and making efforts to counter it.Its afflictions are pervasive and engulfing the peace and prosperity of the nation. The multiple challenges lingering on democracy thus requires a multipronged struggle to counter them. Political parties are the primary institutions of democracy in order to provide a solid foundation to edifice of democracy. Political parties have to re-organize and function on democratic lines. These have to establish their roots at gross root level and develop them like institutions open to public. Only political parties can ensure public participation in political process and inculcate the democratic values.A dedicated involvement of people at large would provide a solid base to democracy in Pakistan. Parliament is representative institution of public. Executives must be accountable before the parliament. If all decisions are made through the parliament, it would strengthen democracy. Judiciary is a foremost pillar of state. An independent and efficient Judiciary ensure pre valence of social justice in the society. It provides a plat-form to aggrieved citizens to seek redressal of their griveneces. If people get legal way to their redressal, it reduces the likelihood of illegal adventures.So independence of judiciary is key to strong democracy. Educational uplift of the society makes its members well conversant to the concepts of freedom, liberty and democracy. People learn the blessings of public rule. It enhances their commitment to democracy and they can stand against the efforts to derail the political process. Ironically, a considerable majority of educated people lack awareness to democracy. This issue must be addressed through transformation of syllabus on modern lines. Democracy, its need and its blessings must be incorporated as part of the syllabus at all levels of education.Besides this, government must join hands with media, civil society and other pressure groups to inculcate the values of freedom, liberty, human rights and democracy among st the masses. Political players must set good norms to strengthen democracy. Power thrust, intolerance and corruption have plagued the politics of Pakistan. Time has come to stop the old practices and follow the democratic values prevailed in developed societies. Political parties need revision regarding their structure as they lack democracy. Economic growth brings prosperity in the life of common.A prosper society is more likely to adopt democracy and actively engage in political process. Leadership provides new direction to society and led them to the destination. Pakistan desperately needs trustworthy leadership that people follow dedicatedly. Our youth constitute 30% of the society they are representative of new generation. Their participation may ensure structural improvements in national paradigm. It has been witnessed that during Pakisan movement youth played vital role in opinion formation and mass awareness and so is the time now.There is a need to guide our youth to take the responsibility of our tomorrow. Its the high time when youth is active and willing to welcome the dawn of democracy and it should be utilized to its fullest. An impartial system of accountability enhances public trust on the political system. It provides enormous strength to democratic process. Moreover, it compels thousand who are charged with governance, to transparently discharge their official responsibilities. It ensures good governance and strengthens the political set up.Inspite of facing innumerable challenges and showing unsatisfactory performance, Pakistanis has the capability to emerge as a democratic and progressive nation. Pakistan can road to democracy with dedication, determination, commitment, courage and patriotism of its political leaders. If they are aptly inculcated with the true spirit of democracy, they are potent enough to change the destiny. There is no second opinion that democracy is pre-requisite for Pakistan to earn a respectable place in the interna tional community. Its track record uring 62 years of existence portrays a gloomy picture. The current challenges and threats further aggravate the scene. But this does no imply there is no room for improvement. A glance at the history reveals that difficulties always appear in the life of surviving nations. But these adversities are proved blessing in disguise when these are faced gallantly. This moment becomes starting point in their journey towards success. It has all the potential to overcome the mountainous challenges; the required is unity, faith, discipline and guidance.

Data Analysis Data Mining Essay - 1087 Words

Data, Data everywhere. It is a precious thing that will last longer than the systems. In this challenging world, there is a high demand to work efficiently without risk of losing any tiny information which might be very important in future. Hence there is need to create large volumes of data which needs to be stored and explored for future analysis. I am always fascinated to know how this large amount of data is handled, stored in databases and manipulated to extract useful information. A raw data is like an unpolished diamond, its value is known only after it is polished. Similarly, the value of data is understood only after a proper meaning is brought out of it, this is known as Data Mining. Data mining is defined as the process of exploration and analysis of large data sets, and discovering meaningful patterns and rules. The main objective of data mining is to design and work efficiently with large data sets. Data mining helps resolving problems that are time consuming when traditional techniques are used. Data mining techniques are used to predict future trends and to make wise decisions. There are multiple Data Mining techniques available to the Data diggers to make their life easy. In my study report I will be discussing about the different mining techniques, advantages and disadvantages and also about a use case of the data mining techniques on shark attack dataset to predict the attack of sharks based on various attributes. Data Mining – An Overview Explosion ofShow MoreRelatedData Analysis And Data Mining Essay1050 Words   |  5 Pages â€Æ' Executive Summary This report is divided into three task in context to data analysis and data mining. The first task consist of rapid miner and it uses data analysis in order to get the details of the customer. The first part explains the factors effecting the deliquesces. This analysis helps in understanding the data of customer. After all this analysis is done then exploratory analysis is done this is done using rapid miner. This variable are used for making decision tree and logistic regressionRead MoreData Analysis And Data Mining802 Words   |  4 Pagesamounts of data being generated each year make getting useful information from that data more and more critical. The information frequently is stored in a data warehouse, a repository of data gathered from various sources, including corporate databases, summarized information from internal systems, and data from external sources. Analysis of the data includes simple query and reporting, statistical analysis, more complex multidimensional analysis , and data mining. Data analysis and data mining are a subsetRead MoreData Analysis : Data Mining1567 Words   |  7 PagesIntroduction Data, Data everywhere. It is a precious thing that will last longer than the systems. In this challenging world, there is a high demand to work efficiently without risk of losing any tiny information which might be very important in future. Hence there is need to create large volumes of data which needs to be stored and explored for future analysis. I am always fascinated to know how this large amount of data is handled, stored in databases and manipulated to extract useful informationRead MoreData Analysis : Data Mining1398 Words   |  6 PagesLiverpool defines data mining â€Å"as a set of mechanisms and techniques, realized in software, to extract hidden information from data [1]. Data mining ventures to make it easier for humans to make decisions by making data easier to manage and patterns easier to find. With more information, humans can make better business and financial decisions. The term was first written down in the 1980’s and has sense then become one of the f astest growing components of the computer science world. Data Architects makeRead MoreAnalysis Of Big Data, Data Mining, And Data Analytics Essay1080 Words   |  5 Pagesto get the most accurate consumer data to create advertising and marketing plans. Today marketing is more personalized, immediate, and accurate than it ever has been before. The gathering and organizing of this data into useful insights is something that has interested me for quite some time. After I earn my degree, I would love to work for a company helping analyze and sort their market data either through consulting or in house work. Taking thousands of data bits to find patterns in consumerRead MoreVisualization Analysis On Data Mining1476 Words   |  6 Pages 1 ABSTARCT Visualization in data mining is a new methodology for exploring and analyzing a huge data sets, data visualization techniques and joining traditional data mining strategies. It is used for large amounts of data sets and information. Visualization of model-fitting, data and results play a very important role, but vast data sets are distinctive and new techniques of a data display needed for managing and dealing with large data sets. With the help of this paper to learn theRead MoreComparative Analysis Of Data Mining Tools1685 Words   |  7 Pages Comparative Analysis of Data Mining Tools Research Paper 11/16/2015 Dr. Kweku-Muata Osei-Bryson 1. Executive Summary This research paper is about the Comparative analysis of three data mining software’s selected based on four important criteria Performance, Functionality, Usability and Ancillary Tasks support. â€Å"Data Mining is a field of study that is gaining importance and is used to explore data in search of patterns or relationships between variables and is applied to new data used for predictions†Read MoreThe Time-consuming Task of Preparing a Data Set for Analysis in Data Mining1846 Words   |  7 PagesPreparing a data set for analysis in data mining is a more time consuming task. For preparing a data set it requires more complex SQL quires, joining tables and aggregating columns. Existing SQL aggregations have some limitations to prepare data sets because they return one column per aggregated group. In general, significant manual efforts are required to build data sets, where a horizontal layout is required. Also many data mining applications deal with privacy for many sen sitive data. ThereforeRead MoreMarket Basket Analysis : Descriptive Type Of Data Mining Essay2191 Words   |  9 PagesAssociation Rule mining, also popularly known as market basket analysis is descriptive type of data mining technique which is used to identify patterns or relationship in data. Association rule is represented as purchasing of one product when another product is purchased. This is popularly used in marketing, advertising and inventory control. A popular example is always associated with this data mining technique which is about finding relationship between beers and diapers. A retail company whichRead MoreData Mining And Machine Learning1631 Words   |  7 PagesIntroduction Nowadays, data mining and machine learning become rapidly growing topics in both industry and academic areas. Companies, government laborites and top universities are all contributing in knowledge discovery of pattern recognition, text categorization, data clustering, classification prediction and more. In general, data mining is the technique used to analyze data from multi perspectives and reveal the hidden gem behind the enormous amount of data. With the explosive growth of data collections