The Influence of Data Visualizations Essay

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The Influence of Data Visualizations

Data visualizations play an increasingly important role in today’s data driven operations. They have a way of making people more aware of just some of the many relationships that are concealed within the current magnitude of data surrounding us. Oftentimes, selecting the right data visualization can aid in one’s overall confidence in the quality of data. Visualizations are not only an eminent means of illustrating various facets of data quality, but they also help to give data vibrancy which otherwise eludes it.

Moreover, there are a number of contemporary techniques in various domains such as machine learning and other cognitive capabilities that involve data visualizations. Progressive technologies such augmented reality, virtual reality, and other variations of extended reality were specifically designed to reinforce visualizations’ chief value proposition. They are able to effectively use images to illustrate relationships that can prove valuable in both academic and social settings. Having recently learned how important it is to select such a tool, I would deploy a cluster diagram to analyze the High School Longitudinal Study dataset.

I’m sure the findings would more than likely indicate that there are definitely patterns, if not characteristics, that are visible at the social level found in academic settings, even some of the earliest ones (Frankfort-Nachmias & Leon-Guerrero, 2018, p. 49). By using visualizations designed for semantic graph technology, for instance, one could identify some of the points of bias in the dataset that could prove even more valuable in terms of its practical social utility.

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Still, it is never easy to pinpoint the exact vectors that affect change in a social setting as large as our contemporary one is. Were this author to consider the findings in this matter, it would certainly appear that social change is actually produced from a series of forces, or groups, perhaps, which affect it in numerous ways. Actually, one of the most notable findings revealed from using a semantic graph based data analysis mechanism which is best suited for high dimensional data sets on the High School Longitudinal Study dataset, is that data can almost always be grouped by more than one means. The findings of the High School Longitudinal Study dataset offer some substantial insight into this matter.

In some instances, the usage of relational tables, or even just the numeric values themselves, would prove sufficient for illustrating data’s true….....

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References

Frankfort-Nachmias, C., & Leon-Guerrero, A. (2018). Social statistics for a diverse society (8th ed.). Thousand Oaks, CA: Sage Publications.

Chapter 2, “The Organization and Graphic Presentation Data” (pp. 23-62)

Wagner, W. E. (2016). Using IBM® SPSS® statistics for research methods and social science statistics (6th ed.). Thousand Oaks, CA: Sage Publications.

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