Update README.md

README.md

@@ -1,3 +1,62 @@
----
-license: apache-2.0
----
+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"
+}