license:mit size_categories:1K<n<10K format:parquet modality:text library:datasets library:pandas library:mlcroissant library:polars region:us
---
license: mit
dataset_info:
  features:
  - name: tag
    dtype: string
  - name: question_body
    dtype: string
  - name: accepted_answer
    dtype: string
  - name: second_answer
    dtype: string
  splits:
  - name: train
    num_bytes: 11960931.546863988
    num_examples: 2270
  - name: test
    num_bytes: 2992867.4531360115
    num_examples: 568
  download_size: 6649416
  dataset_size: 14953799.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
---

# Mathematics Q&A Dataset

This dataset contains questions and answers focused on various topics within the field of mathematics. The dataset includes columns for tags, question bodies, accepted answers, and secondary answers.

## Table of Contents
- [Dataset Overview](#dataset-overview)
- [Topics Covered](#topics-covered)
- [Data Columns](#data-columns)
- [Usage](#usage)
- [License](#license)
- [Contributing](#contributing)
- [Contact](#contact)

## Dataset Overview
The Mathematics Q&A Dataset consists of questions and their corresponding answers from various mathematical topics. This dataset is valuable for research and development in natural language processing (NLP), machine learning (ML), and educational applications.

## Topics Covered
The dataset covers a variety of mathematical topics:
- Combinatorics
- Differentiation
- Game Theory
- Geometry
- Linear Algebra
- Logic
- Matrices
- Number Theory
- Probability

## Data Columns
The dataset is structured into the following columns:

- `tag`: The category or topic of the question.
- `question_body`: The full text of the question.
- `accepted_answer`: The accepted answer to the question.
- `second_answer`: An additional answer to the question, providing another perspective or solution.

### Example
| tag            | question_body                                                    | accepted_answer                                                | second_answer                        |
|----------------|------------------------------------------------------------------|----------------------------------------------------------------|--------------------------------------|
| probability    | What is the probability of getting heads in a coin toss?         | The probability is 0.5, as there are two possible outcomes.    | The probability of heads is 50%.     |
| linear-algebra | How do you find the determinant of a matrix?                     | To find the determinant, you can use the Laplace expansion.    | You can also use row reduction.      |

## Usage
The dataset can be used for various purposes, including but not limited to:
- Training machine learning models for question answering systems.
- Developing educational tools and applications.
- Conducting research in NLP and text mining.

### Accessing the Data
To access the dataset, download the file from the repository:

