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# 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"
}
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