Dark Mode
Educational Assessment Data
Education & Learning Analytics
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset contains the scores of students across twelve different tests. The data was collected from actual student performance, with original names anonymised to unique student IDs to ensure privacy. It serves as a valuable resource for analysing student academic performance and for educational research purposes.
Columns
The dataset comprises 13 columns:
- Student_ID: A unique identifier assigned to each student. Values typically range from 22,000 to 22,055.
- Test_1 to Test_12: These columns represent the scores obtained by students in each of the twelve tests. Scores generally range from 1 to 100, with detailed statistical distributions (e.g., mean, standard deviation, quantiles) provided for each individual test, indicating variations in performance across different assessments.
Distribution
The dataset is provided in a CSV (Comma Separated Values) file format, named
student_marks.csv, with a file size of approximately 2.54 kB. It contains 13 columns and 56 valid records (rows), with no missing or mismatched data points for any of the columns.Usage
This dataset is ideal for various applications, including:
- Educational analytics: Understanding student performance patterns and identifying areas for improvement.
- Machine learning model development: Training and testing regression models to predict student outcomes or performance on future tests.
- Artificial Intelligence (AI) research: Exploring Random Forest algorithms and other AI techniques for predicting educational success.
- Standardised testing analysis: Investigating the distribution and characteristics of scores in standardised assessments.
Coverage
The dataset consists of scores collected from actual student data, with names changed to IDs. However, the provided sources do not specify any geographic location, time range, or demographic scope for the students included in this dataset.
License
CC BY-NC-SA 4.0
Who Can Use It
This dataset is suitable for:
- Students and educators for academic projects and understanding test score distributions.
- Researchers in education, psychology, and data science for statistical analysis and model building.
- Data scientists and machine learning practitioners looking for a clean dataset for beginner-level regression and classification tasks, particularly in the realm of Artificial Intelligence.
Dataset Name Suggestions
- Student Test Results
- Academic Performance Scores
- Educational Assessment Data
- Student Achievement Dataset
- Test Scores 2024
Attributes
Original Data Source: Educational Assessment Data
QUALITY