| 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](https://huggingface.co/datasets/MathDataset) | |
| - **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: | |
| ```json | |
| { | |
| "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" | |
| } | |