The elements of a Validated Contract Essay Example | Topics and Well Written Essays - 1000 words

The elements of a Validated Contract - Essay Example A proposal is an act when a person wants to do something or abstain from and shares this thought or idea to someone, thinking or wanting that particular person to act or think in the same way. An offer is a promise that bounds a person keeping in mind that all the terms and conditions are disclosed and accepted as well. It means that there must be acceptance of exactly what has been offered as a proposal. This is the first step towards making a contract. Such a proposal or offer when accepted, it becomes a â€Å"promise†. All these actions are based on the intention to make a legal relationship. Generally, there is not any intension to make a legal relationship in daily routine agreements. However, for a valid contract, the agreement or acceptance must be on legal bases. A person who made an offer can withdraw the offer that has been made before it is accepted. To make the withdrawal successful, the person who has proposed the offer, should converse with the other party and in form them in clear terms that the offer has been withdrawn, and it doesn’t exists anymore. Similarly the acceptance must be made and communicated to the offerer. ... An agreement without consideration is considered to be void. Consideration stands as the cause or reason of the promise. Consideration is an essential part of a contract. Consideration is also termed as â€Å"object†. The object must be lawful for agreement to be called as contract. As long as consideration exists, the law does not question about its fairness and capacity. Without this, an agreement is not acceptable or it is not treated as a valid contract. The consideration should not be illegal or impossible to perform by any of the two parties involved. A consideration is unlawful if it is forbidden by law, fraudulent and the courts declared it as immoral act. A promise is always made in return of a promise. That promise must be ethical and lawful. 3. Legal Capacity: There are some restrictions regarding entrance into a valid contract. It is necessary for both the parties of the contract to be completely able to respond to the contract. Both parties must be proficient of e ntering the contract and in case they are not able to handle the contract, then the agreement will not lead to a valid contract. Each party must be fully aware of all the rules and restrictions. Also it should be experienced enough to deal with the contract. In terms of law, a party should be of â€Å"age of majority† and â€Å"sound mind†. These words clearly mean that parties must be mature enough for the contract. There are mentioned some groups of people which involve a problematic consent and are dealt in a separate way under specifies rules for them. Such groups consists people like bankrupts, prisoners, corporations those who are mentally impaired. Capacity and consent of these people are brought into consideration while discussing such cases. 4. A legal purpose: In our daily life, we

The Affect of Child Labor on the World Essay -- Essays Papers

The Affect of Child Labor on the World Introduction Child labor is a very hot topic in today’s world. The problems associated with child labor have always been a part of life but thanks to Globalization, everyone is now more aware of the child labor issues that exist. Whether an individual is in favor or against child labor the fact is that child labor affects everyone, because child labor affects the global economy. Children who work play a big role in the economy because they produce goods and are paid wages just like adults; they are an active participant of the work force. Child Labor Issues It is estimated that more than 200 million children across the globe between the ages of 5-17 work instead of going to school. And of these, 171 million work in hazardous conditions. Even though child labor was widespread during the eighteenth century it was not until the industrial revolution that society began to realize the seriousness of abuses on children that worked. In the past children generally worked alongside their families to help the family survive, but those conditions were not as severe as when children began working more than ten-hour days in factories and in adverse conditions like those seen during the industrial revolution. There are many other factors that cause child labor such as poverty, social values and cultural circumstances but they tend to be complex to understand. It can be said that child labor is more widely seen in developing and third world countries than that of developed. This is due in part to the poverty that the majority of these people liv e in, and then children are forced to work to help support the family. Asia has the highest number of children below the age of 15 that work wi... ...y with child labor. Conclusion Forturnatly, many organizations and individuals feel very strongly about protecting children and are trying to develop solutions to many of the problems associated with child labor and also to help protect the rights of children in the work place and in general. The International Labor Organization is an agency that is trying to develop a strategy to help prevent children form loosing their childhood and education by being forced to work. Other agencies such as UNICEF are protection agencies that advocate the protection of children’s rights. References Basu, Kaushik. Sep, 1999. Journal of Economic Literature, Vol. 37 No.3. American Economic Association. Children’s Rights. Oct. 2004 www.hrw.org/children/labor.htm Children in the Global Economy. Oct. 2004 www.aflcio.org/issuespolitics/globableconomy/children.cfm

The American Era

The American Era Historical Background * The Filipino revolutionists won against the Spaniards who colonized us for more than 300 years. * The Fil-American war resulted in the defeat of Gen. Miguel Malvar in 1903. * The American Rule was influenced by two factors: 1. ) EDUCATION- many were given a chance to study and English was used as the medium of instruction. 2. WRITERS- went through stages of development to acquire enough proficiency in the new language – imitative of the style and the subject matters of the American and European authors * Filipino writers went into all forms of literature like news, reporting, poetry, stories, plays, essays, novels, etc. Their writings clearly depicted their love of country and their longings for independence. * Imitation soon faded, writers began to turn to: native ideas and circumstances- inspiration for their writings.Movement Against the U. S. Colonialism * the printing press was used to block the American culture from entering the P hilippine lifestyle * Newspapers in our different dialects flourished all over the archipelago. * *Writers were given the chance to show and prove the true talent of the Filipinos * *Writers during these period drew ideas from the Propaganda Movement and the Revolutionary Characteristics of Literature During American Regime Three groups of writers contributed to Philippine Literature during this period. * Literature in Spanish The inspiration of Filipino writers in Spanish was Rizal. * Rizal’s two novels (Noli and Fili) contained the best qualities of a novel ever written, in English or in Filipino. * Those who were inspired to write in praise of Rizal were Cecilio Apostol, Fernando Ma. Guerrero, Jesus Balmori, Manuel Bernabe, Claro M. Recto, etc. Example: by Manuel Bernabe Recodar! Ay del alma que recuerde! la quiebra que ha sufrido la ilusion la memoria es la fiera que nos muerde el pobre Corazon English translation: To remember! Poor soul that recordsThe sufferings you und erwent in illusion Memory is the fire that snared My poor heart. * Literature in Tagalog * Florante at Laura of Francisco Balagtas and Urbana at Felisa of Modesto de Castro became the inspiration of the Tagalog writers. * The advent of American period includes (1)Tagalog Drama (2)Tagalog Short Story (3)Tagalog Poetry * Julian Cruz Balmaceda classified three kinds of Tagalog poets. They were: * Poet of the Heart (Makata ng Puso) * Poets of Life (Makata ng Buhay) * Poets of the Stage (Makata ng Tanghalan) * Literature in English We can trace the beginnings of Philippine literature in English with the coming of the Americans thus, this period is divided into three time frames, namely: * The Period of Re-orientation: 1898-1910 * By 1900, English came to be used as a medium of instruction in the public schools. From the American forces were recruited the first teachers of English. * By 1908, the primary and intermediate grades were using English. It was also about this time when UP, the forerunner in the use of English in higher education, was founded. Writers of this period were still adjusting to the newfound freedom after the paralyzing effect of repression of thought and speech under the Spanish regime. * The Period of Imitation: 1910-1925 * By 1919, the UP College Folio published the literary compositions of the first Filipino writers in English. They were the pioneers of in short story writing. * They were then groping their way into imitating American and British models which resulted in a stilted, artificial and unnatural style, lacking vitality and spontaneity. * Writers of this folio included Fernando Maramag, Juan F. Salazar, Jose M.Hernandez, Vicente del Fierro and Francisco Tonogbanua. * The Period of Self-Discovery: 1925-1941 * By this time, Filipino writers had acquired the mastery of English writing. * They now confidently and competently wrote on a lot of subjects although the old-time favorites of love and youth persisted. * They went into all for ms of writings like the novel and the drama. Other Forms of Literature * Ilocano Literature * Pedro Bukaneg: Father of Ilocano Literature. His name was derived from the word Bukaneg meaning Balagtasan. * Claro Caluya: Prince of Ilocano Poets. Known as poet and novelist. Leon Pichay: known as the best Bukanegero (from Bukaneg). Also a poet, novelist, short story writer, dramatist and essayist. * Literature of the Kapampangans (Pampango Literature) * Juan Crisostomo Soto: (Father of Kapampangan Literature). The word CRISOTAN (meaning Balagtasan) in Tagalog is taken from his name. * Aurelio Tolentino: He truly proved his being a Kapampangan in his translation of KAHAPON, NGAYON AT BUKAS into Kapampangan which he called NAPON, NGENI AT BUKAS. * Visayan Literature * Eribert Gumban: (Father of Visayan Literature) He wrote a zarzuela, a moro-moro and a play in Visayan. Magdalena Jalandoni: She devoted her talent to the novel. She wrote ANG MGA TUNUK SAN ISA CA BULACLAC. LITERARY GENRES POE TRY * Written in 3 languges (Filipino, Spanish, English and in the different dialects) * Some known poets were: Maximo KalawPaz Marquez Benitez Carlos P. RomuloMaria Agoncillo Carlos Bulosan Salvador P. Lopez * There were three collection of poems printed, namely: * Filipino Poetry edited by Rodolfo Dato * The English German Anthology of Poets edited by Pablo Laslo * a pre-war collection by Carlos Bulosan ESSAYS Essays during this period improved with years in quality and quantity, in content, in subject and style. * The notable writers of essay during this period were: * Political, social reflective essays * Critical essays * Personal or Familiar essays * The notable writers of essay during this period were: * 1940: Salvador P. Lopez’ Literature and Society * 1940: Camilo Osias – The Filipino Way of Life * 1941: F. B. Icasiano (Mang Kiko) were reprints of the best of Icasiano’s essays in the Sunday Times Magazine under the column From My Nipa Hut. SHORT STORY S hort stories in English of early Filipino fictionists are marked with American style * changed with the founding of the UP Writers Club (1926) whose aim was to enhance and propagate the â€Å"language of Shakespeare† * â€Å"Dead Stars† by Paz Marquez Benitez- was made the landmark of the maturity of the Filipino writer in English * Many writers followed Benitez like: Icasiano Calalang Manuel Arguilla Arturo Rotor * Paz Latorena *STARTED PUBLISHING STORIES MANIFESTING SKILLS IN THEUSE OF THEFORIEGN LANGUAGE & AKEEN FILIPINO SENSIBILITY * The combination of the foreign language and the culture of a Filipino enabled fictionists to roduce great literary works * The public can now relate to the story because the public also experiences what the story has to say and they can now understand the language being used by the writer. Works like: * His Native Soil by Juan C. Laya * How My Brother Leon Brought Home a Wife by Manuel Arguilla * many other stories which depicted the F ilipino life NOVEL * With the founding of the Philippine Writers League in 1936, Filipino writers began discussing the value of literature in the society they lived in. * this move was led by: Salvador P.Lopez whose works centered on proletarian literature * Other novelists of this period are: * Jose Garcia Villa * Francisco Arellana * Fernando Maria Guerrero * Amador Daguio * Sinai Hamada * Ilokano novelists: * Leon Pichay * Hermogenes Belen * Mena Pecson Crisologo (whose â€Å"Mining wenno Ayat ti Kararwa† is considered to be the Ilokano version of Noli Me Tangere) SARSWELA * During this period, SARSWELA GAINED POPULARITY * Most of the sarswelas if not all, are directed against he American imperialists. * Equally remarkable sarswelas durong the period are the works of: * Severino Reyes â€Å"Walang Sugat† Patricio Mariano â€Å"Anak ng Dagat† * Other noted sarswelitas: * Aurelio Tolentino * Juan Abad * Juan Matapang Cruz * Juan Crisostomo Sotto BALAGTASAN * na med after Francisco F. Balagtas * a debate in verse; a political joust * done almost spontaneously between protagonists who debate over the pros and cons of a certain issue * The first ever Balagtasan was held on March 1924 at the Instituto de Mujeres, with Corazon de Jesus and Florentino Collantes as rivals. * Jose Corazon de Jesus as the first ever king of the Balagtasan.

Things They Carried Essay The Man I Killed - 799 Words

The Man I Killed in The Things They Carried Much can be interpreted by what people write. The great thing about interpretations is that different writings can be interpreted differently. Just like in the writings by Tim OBrien. His book titled The Things They Carried, is a very deep and touching collection of stories about the Vietnam War. The book is written, as a whole under the title The Things They Carried, but is a collection of many people’s experiences in this destructive war. One story that is a touching and very intriguing is titled, The Man I Killed. If anyone knows anything about Vietnam it is that many lives where lost in this disastrous war. All through school students are taught the very top†¦show more content†¦How maybe he was a scholar and maybe his parents were farmers. Then OBrien goes on to talk of maybe why this young man was in the army, and maybe why he was fighting; these are something’s that are taught in the schools. OBrien states that the man may have joined because he was struggling for independence, juts like all the people that were fighting with him. Maybe this man had been taught from the beginning that to defend the land was a mans highest duty and privilege. Then on the other hand maybe he was not a good fighter, and maybe in poor health but had been told to fight and could not ask any questions. These reasons are all reasons that are taught in textbooks; they go along with the idea of the draft. Some people go fight because they want to and others go because they are told they have to. How do you tell these people apart in the heat of battle or when they are dead? The way that OBrien starts to describe the young man as someone who was small and frail, and maybe had plans for a bright future puts sorrow in the readers heart, in that all his plans can not happen for him or maybe the family that is longing for his return. It also shows the regret that maybe going on in the killers’ mind. For OBrien to be writing on how this you ng mans life has come to a sudden end and his plans for the future is over is intriguing. Then to add to that he had the story written through the eyes of the soldier that ended this young mans life. TheShow MoreRelatedEssay about The Things they Carried Symbolism772 Words   |  4 Pages The Things They Carried: Essay Prompt Two Tim O’Brien writes about both the physical objects they carry as well as their emotional burdens. The objects that these soldiers carry serve as a symbolism for what they are carrying in their hearts and minds. The soldiers carry items varying from pantyhose, medicine, tanning oil, and pictures. Jimmy Cross is an inexperienced sophomore in college, he signs up for the Reserve Officers Training Camp because his friends are doing the course. Jimmy Cross doesn’tRead MoreTrifles by Susan Glaspell1158 Words   |  5 PagesAnalytical Essay on Drama Trifles by Susan Glaspell Heidi Barnard South University Trifles’ By Susan Glaspell I believe had several small defining moments leading to the one larger defining moment, which brings together all of them together. The defining moment is the discovery of the dead bird hidden in the pretty red box, this leads back to smaller points such as her sewing and the bird cage. â€Å" Here’s some red. I expect this has got sewing things in it. (Brings out a fancy box.) What aRead MoreEssay on OBriens The Things They Carried831 Words   |  4 PagesOBriens The Things They Carried O’Connor remarks â€Å"The Things They Carried† is a short story that is written â€Å"as an experience not an abstraction† and that â€Å"the meaning has been embodied in it†. These quotations are truly pure in description and interpretation of the short story as the reader, must look beyond the crude physical properties of the objects and actions chronicled and focus more upon their hidden meanings and messages. O’Brien uses the physical characteristicsRead MoreAnalysis Of Tim O Brien s The Things They Carried Essay997 Words   |  4 PagesXizhao Liu(Amber) American Literature Essay #3 Nov. 11, 2016 Male love in The Things They Carried The Things They Carried by Tim O’Brien is a fictional book consisting of different stories from Vietnam war. Tim O’Brien was trying to convey the real perspectives of the war to his readers by telling facts and stories through his personal memories he got from the war, and how things effect them and their life after the war. In order to express the tension in the war, O’Brien depicts the experience ofRead MoreForeignness in Vietnam: The Things They Carried by Tim O’Brien 566 Words   |  3 Pagespeople or the terrain. 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The beginning scene opens with siblings, Barbara and Johnny arriving at a cemetery after three long hours of driving. Barbara and Johnny went to the graveyard to visit their late fathers grave and as they were leaving Johnny decided to tease Barbara saying â€Å"They’re coming for you Barbara†¦ lookRead MoreSimilarities Between Oedipus Rex And The Kite Runner941 Words   |  4 Pagessimilarities between Sophocles’ play Oedipus Rex and Khaled Hosseini’s The Kite Runner. These similarities show how writing and entertainment have not completely changed despite how long it has been. One of the most important similarities is the theme. This essay will explore these two works by looking into the similar themes, how the themes are treated, and the importance of similar themes. Themes are one of the most important parts of any form of literature. In these two works, the general theme of sin andRead MoreGrendel1144 Words   |  5 PagesLove Without Borders Motherhood is a word that could mean many things to different people. Motherhood is revered by many and abhorred by some. Some individuals associate motherhood to be an act of child raising, caregiving and mentoring. Be that as it may, some others see motherhood as a stressful entanglement, self-torturing sacrifice as well as a life devoid of restful sleep and relaxation. Most mothers would lay down their lives to save their child or to provide for them. John

Dubois Surname Meaning and Origin

The ancient French surname duBois derived from the Old French bois meaning wood and was a French topographical name given to a man who lived or worked in the woods, or who worked as a woodcutter. Similar in origin to the WOOD surname in England and America. DUBOIS is the 8th most popular surname in France. Surname Origin:  French Alternate Surname Spellings:  BOIS, DUBOS, DUBOST, DUBOISE, DEBOSE, DUBAIS, DUBAISE, DESBOIS, BOST, DUBOICE, DUBOYS, DUBOSC, DUBUSK Where Do People With the DUBOIS Surname Live? WorldNames PublicProfiler identifies the largest population of individuals with the DuBois surname in France followed, as you might expect, by Belgium and Switzerland, and then Canada. Within France, the surname is most prevalent in the northern regions of Nord-Pas-de-Calais and Picardie, followed by the Wallonie region of Belgium. The name in France is also fairly common throughout the central part of the country, from Paris stretching north, east and west. Data from Forebears agrees, ranking DuBois as the 4th most common surname in France and 17th in Belgium. It is also prevalent in French territories and collectives such as New Caledonia and French Polynesia, as well as countries which formerly belonged to France, such as The Ivory Coast. The Dubose surname variant is most commonly found in the United States. Famous People With the Surname DUBOIS Allison DuBois - American psychic/mediumW.E.B. duBois - African-American writer, historian and socialistAntoine DuBois - French surgeonCharles Frà ©dà ©ric Dubois - Belgian naturalistLouis DuBois -  Huguenot colonist in New NetherlandShirley Graham Du Bois - American writer, composer and civil rights activist Genealogy Resources for the Surname DUBOIS Common French Surnames Their MeaningsUncover the meaning of your French last name with this free guide to French surnames meanings and origins. DuBose-DuBois DNA ProjectOver 100 group members belong to this Y-DNA surname project, working together to combine DNA testing with traditional genealogy research to sort out DuBose and DuBois ancestral lines. Includes individuals with DuBoise, DuBoice, DuBoys, DuBosc, DuBusk and similar surname variants.   Dubois Family Crest - Its Not What You ThinkContrary to what you may hear, there is no such thing as a Dubois family crest or coat of arms for the Dubois surname.  Coats of arms are granted to individuals, not families, and may rightfully be used only by the uninterrupted male-line descendants of the person to whom the coat of arms was originally granted.   DuBois Family Genealogy ForumSearch this popular genealogy forum for the Dubois surname to find others who might be researching your ancestors, or post your own Dubois query. FamilySearchAccess over 1.7 million free historical records and lineage-linked family trees posted for the Collins surname and its variations on this free genealogy website hosted by the Church of Jesus Christ of Latter-day Saints. DUBOIS Surname Family Mailing ListsRootsWeb hosts several free mailing lists for researchers of the Dubois surname.  You can also browse or search the list archives to explore previous postings for the Dubois surname. The DuBois Genealogy and Family Tree PageBrowse family trees and links to genealogical and historical records for individuals with the last name Dubois from the website of Genealogy Today. References Cottle, Basil. Penguin Dictionary of Surnames. Baltimore: Penguin Books, 1967.Menk, Lars. A Dictionary of German Jewish Surnames. Bergenfield, NJ: Avotaynu, 2005.Beider, Alexander. A Dictionary of Jewish Surnames from Galicia.  Bergenfield, NJ:  Avotaynu, 2004.Hanks, Patrick and Flavia Hodges. A Dictionary of Surnames. New York: Oxford University Press, 1989.Hanks, Patrick. Dictionary of American Family Names. New York: Oxford University Press, 2003.Hoffman, William F. Polish Surnames: Origins and Meanings.  Chicago:  Polish Genealogical Society, 1993.Rymut, Kazimierz. Nazwiska Polakow.  Wroclaw: Zaklad Narodowy im. Ossolinskich - Wydawnictwo, 1991.Smith, Elsdon C. American Surnames. Baltimore: Genealogical Publishing Company, 1997.

Consumer Decision Making Process Marketing Management

Consumer Decision Making Process Marketing executives need to understand what consumers want and that the product and services they want are constantly changing. Having a real understanding of consumer behavior will be crucial to a company’s success. Consumer behavior describes the reasons why consumers decide to purchase certain items and how they use and dispose of these products and services they have just purchased. This study also includes the outside factors that can also influence purchasing decisions. There are five steps that consumers follow when buying products and it’s called the consumer decision making process. The consumer decision making process deals with need recognition, information search, and evaluation of alternatives, purchase, and post-purchase behavior. Marketers use these five steps as a guide to study the way consumers, in their target market, make decisions. Marketing managers have realized over the years that consumers’ decisions usually don’t follow all these steps in order. Consumer behavior will always be a critical aspect to a company’s marketing plan because when understanding it, marketers will create a proper marketing mix and a more precise target market for the marketing plan. The consumer decision making process begins with need recognition, which is when an internal and or external stimulus affects any one of the five consumer’s senses. An example of an internal stimulus occurring is when you experience thirst or hunger. This stepShow MoreRelatedManagement Can Be Seen As An Art1469 Words   |  6 PagesOn the other hand it could be arg ued that management can be seen as an art. 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A typical market function provides details regarding the planning, information, product distribution, consumer support, r isk taking, financing, and standardization and grading amongst otherRead MoreIs Marketing Art or Science1647 Words   |  7 PagesMarketing has defined as â€Å"a social and managerial process whereby individuals and groups obtain what they need and want through creating and exchanging products and value with others† (Kotler, P. Armstrong, G., 2001, p. 6). â€Å"Marketing is the anticipating, management, and satisfaction of demand through the exchange process. It involves goods, services, organization, people, place, and ideas.† (Evans, R. Berman 2007, p. 7). 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Therefore, combined with McNeal’s (1991) guilt factor theory, evidence suggests that parents are becoming more and more reliant on their children’s input when discussing/booking a family holiday. My main conclusion is that holiday choice has evolved over the last 30 years into being very much a joint decision in which familyRead MoreHow Tesco Can Reposition Themselves For The Discount Chains1729 Words   |  7 Pages How Tesco?s can reposition themselves to fight the discount chains Name: Jiaqi Yang Student Number:26509121 Major: Advertising Design Management Date:28/10/2015 Word Count: 1407 Contents Section 1: Introduction3 Section 2: Key Issues and Theories.4 Section 3: Conceptual Model Diagram.8 Section 4: Research Questions.9 Reference list..11 Further Resource list.13 How Tesco?s can reposition themselves to fight the discountRead MoreFamily Communication Patterns : Mothers And Fathers Communication Style And Children s Influence On Family Decision Making850 Words   |  4 PagesFathers Communication Style and Children s Perceived Influence in Family Decision Making. Journal of International Consumer Marketing. 19 (2), 75-95 Belch, G. E., Belch, M. A., Ceresino, G. 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Employee Survey Analysis (ESA) Scripts Free Essays

string(54) " be the grounds for his go forthing the Organization\." Employee Survey Analysis ( ESA ) Scripts Yet Another Natural Language Processing Application Abstraction— With this paper of our, we have peculiarly worked on one of the application of Data Analysis. We have proposed a fresh method for happening out valuable information out of the clump of natural informations utilizing Python and NLTK libraries. We have processed the Remarks of the assorted Employees of a Company in the signifier of Raw Data. We will write a custom essay sample on Employee Survey Analysis (ESA) Scripts or any similar topic only for you Order Now Each Remark follows different stairss such as Cleansing which removes all the errors in the remarks made by the user, Taging which tags word harmonizing to the different types of verbs or adjectives used in the remarks, Lumping which includes choosing a perticualr phrase out of the cleansed remark by usage of a appropriate grammar regulation, Category Generation which includes different types of class generated for the words which can be used for bring forthing different classs user remarks. This includes the usage of Python as a tool where NLTk is added as a Natural Language Processor which is used for different sorts of linguistic communications. You may happen the elaborate account about our methodological analysiss in the ulterior parts of this paper. Keywords— Python, NLTK, Tokenizer [ 8 ] , Lemmatizer [ 9 ] , Stemmer [ 9 ] , Chunker, Tagger. I. Introduction With the growing of IT sector over the past few old ages, informations handling and its analysis had become really hard. Many companies trades with a big sum of informations and they have purchased different tools from different companies like IBM, Microsoft, etc for informations storage and its analysis. Data Analysis fundamentally provides us the method to pull out some valuable information out of some natural facts. It contains several Fieldss which are required to be undertaken such as taking all the errors, change overing it into that signifier which our tool can understand, saying regulations for it usage, happening the results and take supportive actions on the footing of these results. The field of Data Analytics is pity huge and have many attacks related to informations extraction and mold and in this paper we will be discoursing on the one of the of import application of Data Analytics. Let us better understand what Data Analysis is with illustration of a individual named Lee who had a wont of composing dairy. He started observing each and every incident of his life get downing from his birth boulder clay now. With the class of clip, he have written a batch of information about himself which reflects different phases of his life. Suppose if another individual goes through each and every incident of Lee ‘s life and analysis what he used to wish when he was below 10 old ages of age or which portion of his life was unforgettable. This analysis of the natural information and happen out the valuable information out of it is categorized with the term Data Analytics. I think now we are in a place to understand the relevant nomenclatures used in this paper. So I would wish to depict the existent methodological analysis of our research paper. II. A Brief METHODOLOGY This paper demonstrates a novel method which help user to pull out utile information from the clump of a natural information. It includes a method/ codes which include the usage of set of categories and maps which help in pull outing a utile information out of input informations. There are many utile maps which help in pull outing information that are included here. Some of them may be named as, Tokenizer, Taggers, Chunkers, Stemmers, Transformation of Chunkers and Taggers and many more. These methods or categories work on the tool Named as Python 2.7.6 which is required to be downloaded and good configured in the system. Every Code that is executed required to be imported through assorted bundles present in the library. In this undertaking, we have processed the informations and produced the different classs out of it and through that we have extracted what user really meant to state in his/her remarks. You may happen the elaborate account as what this paper is all approximately in ulterior portion. A.Python Python [ 1 ] is considered as a high degree linguistic communication, a degree in front of C and C++ . It is fundamentally developed for developing applications or books for transforming different signifiers of linguistic communications like English, French, German and many more. Python have a alone characteristic which differentiate it from other linguistic communications like C, C++ or Java is that it uses white infinite indenture instead than curly brackets. Presently, the latest version of python in the market is Python 3.4.1 was released on May 18th, 2014. But we have used Python 2.7.6. B.NLTK NLTK [ 3 ] is described as Natural Language Tool Kit. It comprises of library files in different linguistic communications that Python may utilize for informations analysis. One is required to import the NLTK bundle in the Python Shell so that its library files can be used by the coder. NLTK includes several characteristics like graphical presentation of informations. Several books have been published on the alien belongingss and installations of NLTK which clearly explains things off to any coder who is either novice with python or NLTK or merely an expert. NLTK finds several applications in research work when it comes to Natural Language Processing. It helps in treating text in several linguistic communications which itself is a large positive for modern research workers. III. IMPLEMENTATION OF EMPLOYEE SURVEY ANALYSIS ( ESA ) SCRIPTS A.What ‘s the Requirement of ESA Scripts. In Today ‘s universe of Globalization and competitions, It is the tendency which is followed by every company to form a Engagement and Exit Survey for its employee within the organisation to happen out the grounds why people wants to fall in or go forth their company. When any individual leaves any company, he/she is required to make full an online study that comprises of assorted Fieldss which might be the grounds for his go forthing the Organization. You read "Employee Survey Analysis (ESA) Scripts" in category "Essay examples" In that study, the inquiries might be in assorted signifiers like Check Boxes, Scroll List, Text field, etc. It is pity easy to enter and analysis those inquiries which involve replying through Checkboxes or Scroll List but state of affairs becomes really feverish for the individual who is analysing that informations if the reply is recorded through Text fields or Text Paragraph. When speaking about manually reading, the individual, who is reading that informations, will be required to travel through each and every employees remarks to happen what were the grounds why they have left the occupation. Each company comprises of 1000s of employees and it is really common in industries that people moves from one organisation to another organisation. So, maintaining the path of all those employees by merely manual reading is a tough undertaking. Figure 1– A Screen Shot of Employee Exit Survey [ 1 ] img alt="" src="https://s3-eu-west-1.amazonaws.com/aaimagestore/essays/1220506.001.png"/ Each company spends a batch of money and resources on their employees on their preparation and growing and hence, wants to happen the grounds why their best employees are go forthing them. Therefore, we are in an pressing demand of something which can assist us happening the grounds why any individual is go forthing his/her organisation. Although, there are several tools in the market by some singular companies like IBM. But the major point is they all are paid and therefore, require a batch of money to invested to buy them. In comparing with these paid tools, these Python Script are unfastened beginning and are free of cost. Any organisation can besides do alterations in the books harmonizing to its demand. Hence, it is supplying us the best ground why to choose for ESA Scripts. B.Functionality of ESA Scripts ESA Scripts performs following actions as specified below: – It corrects all the Spelling Mistakes. It corrects all the Repeated Words. It performs Lemmatization, Stemming and Tokenization of Data. It performs Antonyms and Synonym Operations on words. It find out what sort of Verb, Noun or Adjective is used by the Employee. It generates Phrases depending upon the type of Grammar Rule one select. Removal of Stop Words. Encoding and Decryption of Special Stop Words. Removal of ASCII Codes. There are many more of import operations which comes under these above specified operations which are discussed subsequently as their functions comes. C.Following Big Measure First of all, Remarks of different employees are taken in a individual Column of a CSV file and read line wise. Each Remark comprises of different paragraph holding different Spelling errors, repeated characters in a word and many more errors which are required to be removed before we can happen out what individual meant in his/her grounds for go forthing his/her occupation. All the files are required to be stored by.py extension and all the of import methods or categories are required to be defined in a individual library file so that when utilizing those maps and classes we can import them in a spell and utilize them to make whatever we like to make. These methods/classes are defined in library file named as CustomClassLibrary.py and this file is required to be executed at the top before utilizing any of the map or category so that these categories work consequently whenever they are called in the chief book. There is yet another of import thing that we are required to take attention of. You must either topographic point all you scripts in the current on the job directory or you must supply the way where you have placed your books. It is extremely required and if we do non supply the way of our books decently so it will be traveling to demo mistakes which will return an mistake that current file do non be in our directory. Figure-2Block Diagram Representing Various Processes to be followed img alt="" src="https://s3-eu-west-1.amazonaws.com/aaimagestore/essays/1220506.002.png"/ This Purpose has been divided into 3 Classs which are as follows: a. Cleansing. b. Tagging and Chunking [ 12 ] . c. Category Generation. The above described description can be better explained by the figure given below. A.Cleaning: –Cleansing, as its name suggests includes the methods which help in cleaning the information which the user has provided. It includes those methods or maps by which one can tokenize informations, correct the spellings, take all the perennial words like if any user wrote ‘love’ as ‘llooovvvee’ in a really passionate manner. So they are required to be corrected. There are several Abbreviations that people wrote which are required to be changed to their normal word signifier. Then there are several stop words in the sentences which do non lend much to the significance of that sentence are hence required to be removed from that sentence. The process of this is explained as below. First of wholly, we break Paragraph into Sentences and in that process some of the words are changed into ASCII Codes which created job when we further run the procedure on them and are required to be removed through strip_unicode bid. After taking ASCII Codes we tokenize Sentences into words. Now, explicating each class in item below. Figure-3Measure wise Explanation for Above Process img alt="" src="https://s3-eu-west-1.amazonaws.com/aaimagestore/essays/1220506.003.png"/ These words are processed and all the perennial words like â€Å"looovvee† are changed to â€Å"love† by utilizing repetition replacer map. After that all the short signifiers or the Abbreviations are changed to their full signifiers. All the spelling errors are required to be corrected before continuing farther. This map is imported utilizing import bid and all the methods are required to be defined in our library file named as CustomClassLibrary.py After rectifying all of our spelling errors, we lemmatize our word if they are found to be of Noun, Adjective or Verb. For any other class of words, it traveling to go through the word as it is. After that all the punctuations are removed such as Commas, Exclamation grade, Full Stops, etc. Here, now we are required to code some of the particular words so that they can be used in approaching procedure. We will be coding some of the words and them taking stop words from that list of words. All those word which do non assist in analysing the sentences like can, could, might, etc are removed from the list of words. Once, Stop words removed, we once more decrypt those particular words once more so that they can be processed now. At this measure, we have got the list of words which are traveling to be passed to make Antonym of words which appears after â€Å"not† word. For Example, â€Å"let’s† , â€Å"not† , â€Å"uglify† , â€Å"our† , â€Å"code† is changed to â€Å"let’s† , â€Å"beautify† , â€Å"our† , â€Å"code† . Therefore, we are at that place with our Cleansed Data. A.TAGGING AND Unitization: –Tagging is a procedure of assigning different tickets to the word in conformity with the portion of address tagging. For this, we have used Classifier based POS tagger [ 5 ] [ 10 ] which is rather a good tagger. When calculated, its efficiency comes out to be over 90 % which is rather good. For labeling, we passed the information word wise and happen out to which portion of address class it belongs. Either it is a noun or it is a verb or adjectival like vise. We are making labeling in order to bring forth labeled word from where we can make a grammar regulation so that from them, all the words which comes, forms a meaningful phrase and therefore can be wrote in different file. IV. GRAMMAR RULE [ 11 ] AND Unitization A.Chunk Rule NP: { A ; lt ; RB|DT|NN.*|VB.* A ; gt ; ? A ; lt ; VB.* A ; gt ; ? A ; lt ; .* A ; gt ; ? A ; lt ; JJ.* A ; gt ; ? A ; lt ; JJ.*|NN. ? A ; gt ; + } This Chunk Rule can be described as the phrase formed will get down with optional Adverb or Determiner or any sort of Noun or any sort of Verb followed by any sort of optional Verb followed by optional any word followed by any sort of optional Adjective and stoping with as many figure of any sort of Adjective or any sort of Noun. B.Category Coevals: For Category Generation, we have selected those set of tokenized words which are generated from chunked end product. These words are written individually in different file and we manually create class for that. Like if â€Å"salary† appears in the file so we have created its class as â€Å"salary problem† likewise if â€Å"family† appears in the word so we generated its class as â€Å"Personal Issues† . Once this file is created so we compare each and every word of the file and if we find that word in our distinguishable words file so we are traveling to bring forth that class for that word. Figure-3Distinct Categories defined for Chunked words img alt="" src="https://s3-eu-west-1.amazonaws.com/aaimagestore/essays/1220506.004.png"/ Once the class is generated, this class is used to bring forth the consequences for the different remarks made by user. It is here shown in the figure below. Figure-4Classs Generated for different Employees remarks img alt="" src="https://s3-eu-west-1.amazonaws.com/aaimagestore/essays/1220506.005.png"/ V. APPLICATION OF EMPLOYEE SURVEY ANALYSIS ( ESA ) SCRIPTS We can make sentimental analysis utilizing this application. Sentimental Analysis [ 7 ] – This is a procedure of analysing the sentiments of a individual, be it positive, negative or assorted emotions. We can utilize the same application for other spheres as good like battle of an employee with the organisation. VI. Decision This Paper provides a advanced thought which helps in cut downing the human attempts as individual who is analysing the information of assorted employees who had left every bit now, is non required to travel through each and every employee’s remarks. Therefore, by running these books we will be able to bring forth what an employee is speaking about, what are the assorted causes which he found in the company which forced him to vacate. Hence, the value of this merchandise goes up when you think analysing the information of different users of different states following different linguistic communications. VII. 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