Dataset for Assessing Mathematics Learning in Higher Education
Donated on 7/10/2024
MathE is a mathematical platform developed under the MathE project (mathe.pixel-online.org). The dataset has 9546 answers to questions in the Mathematical topics taught in higher education. The file has eight features, named: Student ID, Student Country, Question ID, Type of answer (correct or incorrect), Question level (basic or advanced), Math Topic, Math Subtopic, and Question Keywords. The question level was associated with the professor who submitted the question. The data was obtained from February 2019 until December 2023.
Dataset Characteristics
Tabular
Subject Area
Engineering
Associated Tasks
Classification, Regression, Clustering
Feature Type
Real, Categorical, Integer
# Instances
9546
# Features
8
Dataset Information
Has Missing Values?
No
Introductory Paper
By Beatriz Flamia Azevedo, M. F. Pacheco, Florbela P. Fernandes, Ana I. Pereira. 2024
Published in Data in Brief
Variables Table
| Variable Name | Role | Type | Description | Units | Missing Values |
|---|---|---|---|---|---|
| Student ID | Feature | Integer | no | ||
| Student Country | Feature | Categorical | no | ||
| Question ID | Feature | Integer | no | ||
| Type of Answer | Feature | Binary | no | ||
| Question Level | Feature | Categorical | no | ||
| Topic | Feature | Categorical | no | ||
| Subtopic | Feature | Categorical | no | ||
| Keywords | Feature | Categorical | no |
0 to 8 of 8
Additional Variable Information
More information is available at: https://www.sciencedirect.com/science/article/pii/S2352340924002075?via%3Dihub https://dados.ipb.pt//dataset.xhtml?persistentId=doi:10.34620/dadosipb/PW3OWY
Class Labels
MathE is a mathematical platform developed under the MathE project (mathe.pixel-online.org). The dataset has 9546 answers to questions in the Mathematical topics taught in higher education. The file has eight features, named: Student ID, Student Country, Question ID, Type of answer (correct or incorrect), Question level (basic or advanced), Math Topic, Math Subtopic, and Question Keywords. The question level was associated with the professor who submitted the question.
Dataset Files
| File | Size |
|---|---|
| MathE dataset (4).csv | 1 MB |
Reviews
There are no reviews for this dataset yet.
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset dataset_for_assessing_mathematics_learning_in_higher_education = fetch_ucirepo(id=1031) # data (as pandas dataframes) X = dataset_for_assessing_mathematics_learning_in_higher_education.data.features y = dataset_for_assessing_mathematics_learning_in_higher_education.data.targets # metadata print(dataset_for_assessing_mathematics_learning_in_higher_education.metadata) # variable information print(dataset_for_assessing_mathematics_learning_in_higher_education.variables)
Flamia Azevedo, B., Pacheco, M., P. Fernandes, F., & Pereira, A. (2024). Dataset for Assessing Mathematics Learning in Higher Education [Dataset]. UCI Machine Learning Repository. https://doi.org/10.34620/dadosipb/PW3OWY.
Keywords
Creators
Beatriz Flamia Azevedo
Politechnic Institute of Bragança
M. Fátima Pacheco
Politechnic Institute of Bragança
Florbela P. Fernandes
Politechnic Institute of Bragança
Ana I. Pereira
Politechnic Institute of Bragança
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.