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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM42977

Enhancing Data Insights: An Exploration of Data Visualization Techniques with ggplot2 in R

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM42977

Volume:

9 |

3 |

Mar 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM42977

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

MDE

Mithila Das Esha

AB

Arth Bhadhani

SS

Sanjay Shah

JKR

Joy Kumar Roy

RMH

Rashad Md Habibulla

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Abstract

This study primarily delves into the data visualization component utilizing the ggplot2 library in R and assesses the merit of moving beyond the basic graphic designs available. The construction of the graphics in this case adorns the Grammar of Graphics with ggplot2. Or in simpler terms, this is a mode of data delivery where individuals ‘construct’ images sitting in front of a computer screen and develop these images in layers while accentuating the prominent details. Beginning with primary data representation and concluding with a great deal of embellishment, the article reveals the ‘what’, ‘how’ and ‘why’ aspects of data visualization, with many sector examples that demonstrate the power and utility of ggplot2. The simplification and the easy comprehension of the reports can be attributed to the presence of a designer in every data analyst who believes that there is more than just writing tables of figures and that figures should always be supported in one way or the other by pictures of the data so as enhance the understanding of the audience.

KEYWORDS

Blockchain technology Exploratory Data Analysis (EDA) ggplot 2 R Programming

Cite This Article

Mithila Das Esha, Arth Bhadhani, Sanjay Shah, Joy Kumar Roy, Rashad Md Habibulla, "Enhancing Data Insights: An Exploration of Data Visualization Techniques with ggplot2 in R," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 3, Mar 2025. https://doi.org/10.55041/IJSREM42977

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Publication Date

3/26/2025

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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