Marksheet Parser: A Proposed System for Automated Extraction, Visualization, and Analytics of Educational Results

Author(s)	Mr. Ayush Yogesh Gurav, Mr. Ruturaj Anand Vishwamitre, Mr. Alark Darshan Mhatre, Mr. Soumya Bakul Dedhia, Ms. Sonali Nagesh Pawar
Country	India
Abstract	This paper proposes a Marksheet Parser system that automates the extraction, visualization, and analysis of student results from PDF marksheets such as SSC, CBSE, ICSE, and MSBTE. It uses PDFplumber for digital data extraction and OCR tools like Tesseract and PaddleOCR for scanned documents. The system generates interactive dashboards using Chart.js and provides analytics such as growth tracking to enhance academic transparency and reduce manual processing time.
Keywords	Marksheet parsing, OCR, PDFplumber, Educational analytics, Chart.js, Performance monitoring, Data visualization, Academic evaluation
Field	Computer Applications
Published In	Volume 8, Issue 1, January-February 2026
Published On	2026-02-26
DOI	https://doi.org/10.36948/ijfmr.2026.v08i01.69848

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International Journal For Multidisciplinary Research