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MU Computer Engineering Academic Performance Data
Education & Learning Analytics
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About
Provides detailed academic results for Bachelor of Engineering (Computer Science) students who completed their Semester 7 examinations at Mumbai University. The underlying data was extracted from the official result document ('1T00737') released in April 2023. It offers fine-grained performance data, including internal, external, and total marks across ten academic papers, while maintaining student privacy by ensuring all personal names were removed.
Columns
seat_no: The unique identification number assigned to the student for the examination.paper_1_IAthroughpaper_10_IA: Marks achieved by the student in the internal assessment component for each of the ten papers.paper_1_EXthroughpaper_10_EX: Marks achieved by the student in the external assessment (theory/practical) component for each of the ten papers.paper_1_TOTthroughpaper_10_TOT: The final total marks scored in each paper. Note that missing or null values in the mark columns typically signify 'RR' (Reserved status), indicating the student did not receive passing marks or clearance.
Distribution
The data is provided in a CSV file format, named marks.csv, and is structured as tabular data containing 31 columns. The dataset includes several thousand records detailing individual student performance statistics. For the majority of columns, approximately 7% of the records show missing values, often corresponding to 'RR' results.
Usage
This dataset is highly valuable for academic research focusing on educational outcomes and performance metrics within Indian university systems. It can be utilised to analyse internal and external marking trends, identify potential assessment biases, review institutional policy effectiveness, and develop statistical models for predicting student success rates in technical degree programmes.
Coverage
This dataset covers results exclusively from Mumbai University for Bachelor of Engineering, Computer Science students. The results pertain specifically to the Semester 7 examinations, which were published on 3 April 2023. The scope is limited geographically to Mumbai, India, and demographically to this specific engineering cohort. All personal identifying information, such as student names, has been removed to ensure anonymity.
License
CC0: Public Domain
Who Can Use It
- Educational Researchers: For conducting quantitative studies on grade distributions and assessment efficacy in higher education.
- University Administrators: For evaluating teaching methodologies and reviewing grading policies.
- Data Analysts/Scientists: For creating data visualisations and machine learning models based on real-world academic performance data.
- Students/Alumni: For benchmarking performance relative to the overall cohort distribution.
Dataset Name Suggestions
- Mumbai University B.E. Computer Science Semester 7 Results
- MU Computer Engineering Academic Performance Data 2023
- Indian University Semester 7 Marksheet Statistics.
Attributes
Original Data Source: MU Computer Engineering Academic Performance Data
QUALITY