University of The Cumberlands Challenges of Sentiment Analysis Discussion

Computer Science

University of the Cumberlands

Question Description

Discussion 1:

Kirk (2016) states that the topic of color can be a minefield. Find an example of a dashboard, this could be from the assignment, an employer, or the internet.

  • Provide a static image of the chosen dashboard.
  • Discuss the colors shown on the image provided; think about it in terms of individual aspects and how the different objects' colors coincide.
  • Do you feel that chosen colors to enhance the visualization? Explain.
  • Do you think that the colors could be improved? Explain.
  • When replying to peers, consider that student's static image of their chosen dashboard. Was use of color were done well? What improvements would you suggest?

Note: Your answer must be 500 words and add references and Separate document with discussion number.

Discussion 2

Create a discussion thread (with your name) and answer the following question:

Discussion (Chapter 7): What are the common challenges with which sentiment analysis deals? What are the most popular application areas for sentiment analysis? Why?

Note: Your answer must be 500 words and add references and Separate document with discussion number.

Assignment 1

Complete the following assignment in one MS word document:

Chapter 7 –discussion question #1-4 & exercise 3 & Internet exercise # 7

When submitting work, be sure to include an APA cover page and include at least two APA formatted references (and APA in-text citations) to support the work this week.

All work must be original (not copied from any source).

Note: Your answer must be 500 words and add references and Separate document with assignment number. Please follow the APA format guidelines.

Assignment 2

* Reflect on the connection between knowledge or concepts from below courses and how those have been, or could be, applied in the work place .

Your answer must be 500 words per course reflection.


Student has agreed that all tutoring, explanations, and answers provided by the tutor will be used to help in the learning process and in accordance with Studypool's honor code & terms of service.

Final Answer




Course reflections


Course reflections

It is beyond no reasonable doubt that there is a lot to learn in analyzing and visualizing
data courses. First, data visualization is the ability to present data using either pictorial or
graphical based formats with the intention that the reader will be able to comprehend meaning
easily. This course, which is more on data visualization, has numerous concepts and knowledge
considering its broadness and diversity. Knowledge and concepts in this course are meant to
equip one with relevant skills to be able to work with data-based visualization tools in order one
can display data in a sophisticated manner.
One of the basic knowledge gained in this course is the ability to work with data that is
both complex and large. In a workplace setting, the application of this skill is vital since complex
issues in an organization are identified, simplified and are immediately addressed using
visualization based knowledge (Ragan et al., 2015). An employee with such outstanding
visualization skills will automatically help an organization save on effort and time wasted
understanding information and data using other incompetent approaches.
Data visualization knowledge and concepts equip an individual with the ability to identify
patterns as well as relationships. Huge amounts of data not graphically presented are hard to
comprehend. A skilled employee will apply concepts and knowledge to pinpoint parameters that
are highly related. The correlation between parameters is quite complicated to recognize unless
data visualization skills are applied. Once applied, an employee helps the organization take note
of key areas that need attention. The company will also be able to prioritize issues in order of
their impact to the business. Once such problems have been ordered on bases of their impact, the
organization will precisely solve them one after the other, and the cycle continues.



Apart from what has been mentioned above, this course equips a worker with skills to
discover upcoming trends. Organizations also focus on the future as far as market and business
are concerned. By discovering trends, an organization can position itself and prepare for the
future. But this is not possible without the application of data visualization that helps us fathom
on what is likely to happen in the coming days. With ...

Tutorlamb (11695)
Rice University

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