Importance Of Sentiment Analysis

Superior Essays
In this age of technological advancement, internet has proven to be a versatile medium that brings every datum to our fingertips in real time. One of the most popular rising topics of general interest nowadays are the social networking websites, which are an unlimited source of big data. The information obtained is so vast, varied & complex, that it gives an insight into public opinion & views more readily when compared to any other source. This has attracted intelligent minds who have used this data to their advantage. When huge amounts of data are being generated at a fast pace, storing it, extracting and analyzing the essential features becomes a challenge. This is effectively addressed in the proposed work where the incoming data is parsed, …show more content…
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 …show more content…
Huge amounts of data being generated on a daily basis on social networking websites, e-commerce sites, research data, etc. is so vast and varied, that it cannot be stored in a structured relational database. This unstructured data has a large number of variables and cannot be analyzed easily. Visualization is a tool that enables humans to make sense of the underlying complex pattern by communicating their key aspects. It is a powerful tool that makes large quantities of data accessible and help in decision making. It makes data more intuitive and meaningful. It gathers insights, grasps customer behavior, market shifts and identifies emerging trends. Bar graph, pie chart, streamgraph, tree map, choropleth, dendrogram are few of the hundreds of available

Related Documents

  • Improved Essays

    Today, almost 3 billion people are using the internet around the world. There is so much information that is on the World Wide Web, which is a powerful tool that can have an effect both negative and positive point of views. Social media defines a variety of Internet sites that enable people from all over the world to interact. This can be through discussion, photos, video and audio.…

    • 754 Words
    • 4 Pages
    Improved Essays
  • Decent Essays

    This case study discusses the four visualization cases which are listed below : Preseason Polls & Returning Starters –Scatter plots with trend line. CBS Sports Defensive Matchup Tracker – Table. Fantasy Closers – Bar graph. Premier League Point Leaders – Scatter plots.…

    • 102 Words
    • 1 Pages
    Decent Essays
  • Improved Essays

    Gapminder is a non-profit venture that provides free statistics in visual forms of animated bubble chart, bubble map and mountain chart known as Trendalyzer. The Gapminder team creates surveys online using the survey software called SurveyGizmo to collect their data. It helped portray the data in a way that enable users to understand without being confused by the complicated conventional lines and bar graphs. Users can access the data straight from the website or download an offline version into their computer for convenience purpose. Gapminder data types ranged from health issues to economic relations.…

    • 780 Words
    • 4 Pages
    Improved Essays
  • Great Essays

    Dashboard Evaluation

    • 887 Words
    • 4 Pages

    We can learn it easily by watch the video online its website. Once connect data, we can quickly create and change dashboard. Also, we can share our report in many ways. However, it is just sell to companies or communities. If it sell retail to individual customers, that would be much…

    • 887 Words
    • 4 Pages
    Great Essays
  • Improved Essays

    Data analysis offers an insight into what students know, should know, and what can be done to meet their academic needs. Students deserve an education that will provide opportunities for them to learn and grow. However each student has a unique background, strengths and weaknesses that play a significant role in educating them. When educators and parents can appropriately analyze and interpret data, they can make informed decisions that will significantly affect student-learning experiences. Technology has had a significant impact on our lives today, from creating algorithms to examining behavior patterns.…

    • 985 Words
    • 4 Pages
    Improved Essays
  • Superior Essays

    Amazon Research Paper

    • 1604 Words
    • 7 Pages

    Has big data improved amazon as a company Introduction This research paper will focus on answering the question “ Has big data improved amazon as a company?” The objectives of this assignment is to examine why the timeline of amazon is relevant to big data. An additional objective is to explore whether amazon have met the needs of its customers through e-commerce and whether the technology in place can be deemed beneficial to the company. An additional objective is to determine if any ethical or security issues are involved.…

    • 1604 Words
    • 7 Pages
    Superior Essays
  • Superior Essays

    Increased Tools for Analytics Epicor’s latest ERP software expands analytics capabilities while making detailed data easier to monitor and use. Successful analytics operations require require lots of data about what customers do in addition to information from third-party associates. Integration enables improved visibility and the creation of customized dashboards. Advanced analytics can be used to drive better internal decision-making, improve online conversions and generate more leads for sales…

    • 1282 Words
    • 6 Pages
    Superior Essays
  • Superior Essays

    Using the Power of the Art of Visualizing: to Manifest Your Dreams “Dream lofty dreams, and as you dream, so you shall become. Your vision is the promise of what you shall one day be; your ideal is the prophecy of what you shall at last unveil.” –James Allen It’s empowering to know that we can literally alter our lives and physiques by visualizing our desires often. I 've used the Art of Visualizing for years, it always works in helping me achieve my goals and dreams. Your mind is the key that unlocks the door to success or failure.…

    • 1067 Words
    • 4 Pages
    Superior Essays
  • Improved Essays

    Research findings: Curation journalism at Kompas.com Differences between international networks and Kompas.com as an Indonesian online media According to my observation towards some news publications on online media, there is a new trend in storytelling structure. The structure is arguably a major challenge to traditional news storytelling styles, since the media now include audiences as a part of news producer by embedding their social media comments within the story. Today, public’s activities on social media have created a very open and democratic situation, when anyone is possible to make report about any event.…

    • 1848 Words
    • 8 Pages
    Improved Essays
  • Improved Essays

    Social Network Vs. MANET

    • 840 Words
    • 4 Pages

    Security is also a main issue as whole the communication is through network which allow intruders to take advantage of the data [1]. As the complexity and diversity of the big data of social network is very high there are aspects how to conduct analysis of social network big data and other to ensure security through different mechanism. Social media is the most significant sources of big data. It is not only a business option but a component from where if proper analysis be done it help it making different business strategies.…

    • 840 Words
    • 4 Pages
    Improved Essays
  • Improved Essays

    TASK 2 – DISCUSSION ON DATABASE TECHNOLOGIES a) Critically discuss the benefits of the following database technologies • Data Mining • Data Warehousing What is Data mining? According to (Jiawei Han, 2011) “We living in a world where vast amount of data are collected daily.…

    • 1694 Words
    • 7 Pages
    Improved Essays
  • Improved Essays

    History Facebook is a well-known social media platform that has worked its way into our daily lives as a source of keeping in contact with our friends, family, co-workers, and even enemies. Although it is important to point out, Facebook has not always been what it is today. The company started in 2004 and was merely a questionable social platform which Niels Brügger (2015) described as “unknown territory.” (1. Introduction). Eventually people started to switch from MySpace to Facebook as their social media source.…

    • 1241 Words
    • 5 Pages
    Improved Essays
  • Improved Essays

    BD2DECIDE Case Study

    • 1311 Words
    • 6 Pages

    Taking the generic architecture described earlier in the "Methodology for Creating a DSS", the architecture of the BD2DECIDE Project would be as follows: cambiar la imagen As with the general architecture, there are users, who are the decision makers. They can be either clinicians or researchers involved in HNC patients. On the one hand, the system supports clinicians in the event of making a decision and, on the other, provides researchers with the means to analyze data and to move forward and progress in the knowledge of this pathology. Thus, the users interact with the DSS through the LS, by a request.…

    • 1311 Words
    • 6 Pages
    Improved Essays
  • Superior Essays

    How Social Media Impacts the News We live in a truly wonderful time. The internet has connected our world in an unprecedented manner. Everyone with internet access has the entirety of human knowledge at their disposal and a means to contact nearly anyone in the world instantaneously. A product of the internet is what we refer to as “social media.” Social media makes it extremely easy to keep in touch with friends, family, and practically the whole world.…

    • 1300 Words
    • 6 Pages
    Superior Essays
  • Improved Essays

    The internet era has created new existent spaces for human kind, changing the interactive mode of communication and providing multiple identities in social media platform. Almost all of us live part of our lives online. Social media has been one of the most growing and trending social activities. It has changed the way of communication and sharing information.…

    • 971 Words
    • 4 Pages
    Improved Essays