license: apache-2.0
Dataset Card for Mathematics Dataset (Grade 1-10) 📚
Dataset Details
Dataset Description 📝
This dataset contains a variety of math problems designed for students in grades 1 to 10. It covers different mathematical concepts including addition, subtraction, multiplication, division, fractions, word problems, geometry, mass, capacity, and data handling. The dataset aims to promote critical thinking and engagement by incorporating real-life scenarios, varying question types, and different cognitive dimensions: Knowledge, Comprehension, Application, Analysis, Synthesis, and Evaluation. It also includes a mix of word problems and numerical calculations to ensure a comprehensive practice.
- Curated by: Nexora Learn 🌟
- Funded by: Nexora Learn Foundation 💰
- Shared by: Education | 2.0 🏫
- Language(s) (NLP): English 🇬🇧
- License: Apache-2.0 📜
Dataset Sources 🔗
- Repository: Nexora Learn Datasets
- Paper: [Coming Soon]
- Demo: [Coming Soon]
Uses
Direct Use ✅
This dataset is suitable for:
- Training AI models that assist students in solving math problems at different grade levels (Grades 1-10).
- Generating interactive quizzes and exercises for personalized learning.
- Assessing student performance on mathematical concepts through real-life word problems.
- Building math tutoring apps that adapt to learners' cognitive levels.
Out-of-Scope Use ❌
This dataset is not intended for:
- Models that process sensitive personal data (e.g., addresses, health data).
- Applications that do not relate to education or academic purposes.
- Systems that aim to replace human educators or tutors entirely.
Dataset Structure 🔍
The dataset consists of multiple math problems, each entry representing a unique question. Each entry contains:
- Topic 📌: The math concept being tested (e.g., subtraction, multiplication, fractions).
- Grade Level 🏫: The grade level appropriate for the problem (e.g., Grade 1, Grade 3, Grade 10).
- Problem Statement 🗣️: The math problem presented to the student.
- Answer Choices (optional) 🔢: Multiple-choice answers, if applicable.
- Answer ✅: The correct solution to the problem.
- Cognitive Domain 🧠: The mental skill level required for solving the problem (e.g., Knowledge, Application, Analysis).
Sample dataset entry:
{
"topic": "subtraction",
"grade": 1,
"problem": "Kamau has 15 apples. He gives 7 to his friend. How many apples does he have left?",
"choices": ["7", "8", "9", "10"],
"answer": "8",
"cognitive_domain": "Application"
}