R STUDIO UNTUK PENGAMBILAN KEPUTUSAN BERBASIS DATA: STUDI KASUS ANALISIS DINAMIKA MAHASISWA TI UNIKS

Authors

  • Harianja Harianja Universitas Islam Kuantan Singingi Author

Keywords:

R Studio, Data Analysis, Student Trends, Computer Engineering, Case Study

Abstract

This study aims to analyze the enrollment trends of Computer or  Informatics Engineering students at Universitas Islam Kuantan Singingi (UNIKS) while demonstrating the methodological advantages of R Studio in the data analysis process. The research employs a qualitative descriptive approach with a case study design, where historical student data from 2019 to 2023 is processed and analyzed using R Studio. The findings reveal a consistent increase in the number of new students, predominantly from Vocational High Schools, particularly those with a background in Computer and Network Engineering. Conversely, the number of students from general high schools and madrasahs has remained stagnant. The study successfully demonstrates that R Studio offers superior process efficiency, interactive data visualization, and enhanced report presentation compared to conventional methods. The conclusion affirms that R Studio serves as a powerful methodological solution for the Informatics Engineering program at UNIKS to better understand student dynamics and formulate data-driven strategies.

 

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References

[1] H. Harianja, N. W. Al-hafiz, and J. Jasri, “Data Analysis of Informatics Engineering Students of Islamic University of Kuantan Singingi,” Jurnal Teknologi dan Open Source, vol. 6, no. 1, pp. 23–30, 2023.

[2] RStudio Team, "RStudio: Integrated Development Environment for R," RStudio, PBC, Boston, MA. [Online]. Tersedia di: http://www.rstudio.com/.

[3] R Core Team, "R: A language and environment for statistical computing," R Foundation for Statistical Computing. [Online]. Tersedia di: https://www.R-project.org/.

[4] Sugiyono, Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta, 2019.

[5] R. K. Yin, Case Study Research: Design and Methods, 5th ed. Thousand Oaks, CA: SAGE Publications, 2014.

[6] Emzir, Metodologi Penelitian Pendidikan Kuantitatif & Kualitatif. Jakarta: PT. Raja Grafindo Persada, 2007.

[7] H. Wickham, Advanced R. Boca Raton, FL: Chapman and Hall/CRC, 2019.

[8] S. Arikunto, Prosedur Penelitian: Suatu Pendekatan Praktik, 2nd ed. Jakarta: Rineka Cipta, 2010.

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Published

2025-04-30

How to Cite

R STUDIO UNTUK PENGAMBILAN KEPUTUSAN BERBASIS DATA: STUDI KASUS ANALISIS DINAMIKA MAHASISWA TI UNIKS. (2025). Journal of Artificial and Information Technology (JAITEC), 1(1), 56-61. https://ejournal.markazcybersyariah.org/index.php/JAITEC/article/view/9