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Homework answers / question archive /  Malhotra RE: Discussion 1 COLLAPSE In the current world, there is the development of many visualization techniques due to the growth in data visualization

 Malhotra RE: Discussion 1 COLLAPSE In the current world, there is the development of many visualization techniques due to the growth in data visualization

Computer Science

 Malhotra RE: Discussion 1 COLLAPSE In the current world, there is the development of many visualization techniques due to the growth in data visualization. Besides, choosing an appropriate visualization technique has become a huge challenge, leading to unsatisfactory data analysis. Annotation refers to the process of adding a note that explains something in the text. For instance, in graphics, annotations refer to the process by which objects are added to the graph to make the interpretation of the graph easier (Franciscani et al., 2014). The diagram below shows an example of a graphic chart. The statistical graphic is used in the depiction of identical eye tracing. Besides, two participants have been used in the study fixation count per AOU. https://www.google.com/url?sa=i&url=https%3A%2F%2Fwww.researchgate.net%2Ffigu re%2FExamples-of-statistical-graphics-depicting-identical-eye-tracking-data-oftwo_fig2_279034734&psig=AOvVaw1ZkoGbrA36z5ExR0jcEO8B&ust=1628164689735000 &source=images&cd=vfe&ved=0CAsQjRxqFwoTCPCuqqyol_ICFQAAAAAdAAAAABAQ Annotating a graph is critical since it helps the readers understand the content and the arguments of the chart more easily; for instance, it helps readers analyze the data properly. 2 Besides, for data visualization of the above graph, three main annotations can be added to the chart to make it easy to understand, for instance, adding labels and details and creating active titles. The addition of active titles in the above graph would act as headlines to the chart; that's to say that a title would describe the data being plotted. For instance, the title of the above graphic could have been a statistical graphic to show eye depiction using two participants. The active title is chosen for the graph to ensure that the reader knows what has been graphed. The reader interprets and understands what the chart is all about immediately. Besides, details are added to the statistical graphic to ensure that readers who do not have experience in data visualization can understand the graph. In addition, the bars should be labeled to enable the reader to easily connect the data values and their description (Alectio, 2019). Besides, on the above graph, since data visualization is being done to help readers understand the statistical graphic, a detailed annotation will be helpful. Again, a detailed annotation will help the readers understand the key aspects of the graphic and understand the context of the statistical graphic (Heath, 2011). For instance, the statistical graphic above shows a study of identical eye tracing using two participants. The y axis shows the fixation count, while the x-axis shows the AOIs of the participants. Similarly, adding a subtitle to the graph will enhance the understanding of the graph by the reader. In conclusion, annotations should be added to the above statistical graphic to enable the readers to easily interpret and understand the context and arguments of the graphic. Besides, the three main data visualizations that should be added to the statistical graphic are adding labels, creating active titles, and expanding details to the statistical visual. References Heath, D. (2011, March). Now You Can Annotate Your Statistical Graphics Procedure Graphs. In Proceedings of SAS Global Forum 2011 Conference. Franciscani Jr, G., Santos, R. L., Ottoni, R., Pesce, J. P., Meira Jr, W., & Melo-Minardi, R. (2014). An annotation process for data visualization techniques. In Proceedings of International 3 Conference on Data Analytics. Active learning: Why smart labeling is the future of data annotation | Alectio. (2019, January 2). Retrieved from https://youtu.be/V33Ut36eUsY Peer post reply 1 : Peer post 2 : Kota Week 6 Discussion COLLAPSE Data visualization is a process where we can represent the data in the form of graphs. To understand the information present in these graphs it should be attractive and also data should be represented correctly. Annotation is one of the elements of the data visualization which helps in highlighting the information in the graphs (Ren, Brehmer, Lee, Höllerer & Choe, 2017). This represents the information in the form of comment boxes in the graph due to this we can find out new insights using it and the website link which is given below. In this graph, we found out that the graph is about donut Graphs are looked very bored without annotations if we add them in those graphs it will look good, and also companies easily understand the information in it. Here we consider a graph from the consumption in a company cafeteria. They create this graph to find how much consumption that employees need based on that shop will maintain this stock. To make the graph more attractive and easily understandable we want to enhance this graph. To make it attractive we want to use some annotations in it by using some comment boxes. Here I am adding comment boxes with some departments like the human resource department, finance department, and marketing department. We can find that how much these departments eat those donuts in a week is given in this graph. Here using annotations we 4 can create more ideas to increase the cafeteria business. I take these decisions because this graph looks good but it lacks these things so I choose it (Kirk, 2019). 

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