Sentiment analysis

powerful data source to analyze people’s opinions and emotions about popular topics. The proposed work taps this potential by streaming live tweets & analyzing the sentiment of the tweet as positive, negative or neutral. Background Sentiment analysis is a technique of effectively discovering public opinions. Companies have strived to reach out to people, gather opinion and improvise on their products. Companies and industries previously used legacy methods like interviews, questionnaires and surveys to find out the opinion of the public about their products. This is a tedious process where the company had to reach out to its customers, collect their surveys, consolidate them and finally, analyze the responses & strategize accordingly. The response to the product varied according to the geological location as well. This technique does not scale, is time consuming & expensive. Also, there are accuracy issues where people might not have been honest with their replies. The emergence of social networking sites has helped these companies. People use platforms like Facebook and Twitter to post comments on products and opinions on celebrities. This added a new dimension to market analysis where mining this dynamic data gave greater insights into trends and topics. Opinion mining provides a generalized insight while sentiment analysis is more specific and involved. While the legacy system was confirmative, analytical system is predictive. Large data sets involving large number of…

1 Purpose The Internet today contains a huge amount of textual data. This textual data can be classifying in two types, one is facts and other is opinion. While facts include objectives, opinion express the sentiment of people. In the movie industry, most of the movie’s success depend upon people working on the movie and the public response to the early trailers and promotion. This project aims at opinion mining and sentiment analysis of data related to movies.…

complicated then what people can imagined, especially for women. The people during the American colonial period were treat men above women. They all think that men are the one who supposed to be the one who in charge every things. The role of the a man in this society was the person who work and have absolute control over women, while women only need to stay home and taking care of the housework and their children. This create a discrimination and inequality between genders among the American…

“We hold these truths to be self-evident; that all men and women are created equal” (Elizabeth Stanton 295). This quote was given in a speech called “Declaration of Sentiments” by a woman who fought for women’s rights. The quote relates to the speech given by Frederick Douglass who fought for the rights of black people. In his speech “What to the Slave Is the Fourth of July” and in Elizabeth Stanton’s speech that fought for women's rights, although fighting for different groups, equality was…

The “Declaration of Sentiments” was, “Stanton’s indictment of the relations between men and women in her society” and claimed,” That all men and women are created equal” (Kerber, Dayton, and Hart 264). Stanton’s address was making a case that women were also human and were entitled to the same natural rights that only men were privileged with. Women in this generation were underprivileged in comparison to men; women, “had no voice in the making of laws, she was deprived of other rights of…

Early work consisted of classifying movie reviews (Pang et al., 2002) and product reviews (Turney, 2002) as positive or negative. Pang et al. (2002) and Snyder and Barzilay (2007) were then able to predict the ratings (based on 4, 5 or 10 point scale) of movies and restaurant based on their reviews. To classify these sentiments: Na ̈ıve Bayes, Maximum Entropy and SVM are the popular machine learning algorithms. Unlike traditional classifiers, where the neutral class is ignored, classifiers…

Critical Assessment of “Sentiments of the Nation,’ Chilpancingo, Mexico” Mexico had a hard time gaining independence around 1810-1815. The two men leading this struggle were Miguel Hidalgo and Jose Maria Morelos, both parish priests. Hidalgo was more reformed and quirky whereas Morelos was a little lack luster but had more respect from the community. Hidalgo made an insurrection in 1810 that expressed his opposition toward colonial government and the immigrant Spanish elite. Despite it…

the rights to the land In the Declaration of Sentiments, Elizabeth Stanton explains how all people have equal rights. Puritans came to America to escape the Church of England because the thought it was unfair and corrupt. They came to America to purify The Church and express their new clarified religion. the native americans were the first to inhabit America. what gave the puritans the right to claim the land?should the people who were first have the right to claim the land? The natives have…

The conference, known as the “Declaration of Sentiments”, held in 1848 and was signed by sixty women and thirty-two men. One interesting thing about the “declaration of Sentiments” was the fact that the resolutions were presented to participants in the same month the America’s Declaration of Independence was declared. (Stanton). In addition to this, it was also fashioned after the Declaration of Independence which asserted the equality of all men and women; endowment of unalienable rights to…

Elizabeth Stanton wrote the “Declaration of Sentiments”. “The Declaration of Sentiments “is a document that was written in order to show how women were oppressed by men and how women…