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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM44892

Academic Performance Analysis: Visualization and Insights using Data Science

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM44892

Volume:

9 |

4 |

Apr 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM44892

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

1S

1ILANGOVAN S

2G

2Santhosh G

3RG

3Yoheswaran R G

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Abstract

This project aims to create an interactive platform for visualizing and analyzing academic performance data. The tool processes student grades results, presenting them in visual formats like bar charts, line graphs, and pie charts. It integrates machine learning algorithms to categorize students as top or low performers and predicts strengths and weaknesses in various subjects. The system offers personalized improvement recommendations. This platform enhances academic analytics by transforming data into actionable insights for better educational outcomes.

KEYWORDS

Academic Performance Machine Learning Data Visualization Predictive Analytics Education Technology Performance Categorization Interactive Platform.

Cite This Article

1ILANGOVAN S, 2Santhosh G, 3Yoheswaran R G, "Academic Performance Analysis: Visualization and Insights using Data Science," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 4, Apr 2025. https://doi.org/10.55041/IJSREM44892

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Publication Date

4/17/2025

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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Conflict of Interest

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

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No funding information available for this research.

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