README.md

---
license: apache-2.0
task_categories:
- question-answering
language:
- th
tags:
- finance
- multiple-choices
- exams
pretty_name: Thai Public Investment Consultant (IC) Exams
size_categories:
- n<1K
---
# Thai Public Investment Consultant (IC) Exams Dataset

## Overview
This dataset comprises a collection of exam questions and answers from the Thai Public Investment Consultant (IC) Examinations. It's a valuable resource for developing and evaluating question-answering systems in the finance sector.

### Dataset Source
[The Stock Exchange of Thailand (SET)](https://www.set.or.th)

### Maintainer
Dr. Kobkrit Viriyayudhakorn
Email: kobkrit@iapp.co.th

## Dataset Description

This dataset is a meticulously curated collection of examination materials for the Thai Public Investment Consultant (IC) exams. It includes a variety of features to facilitate research and development in the field of question-answering systems, particularly within the finance sector.

### Key Features
- **Split Data**: The dataset is divided into training and testing sets, allowing for effective model training and evaluation.
- **Question Format**: All questions are provided in text format.
- **Multiple Choice Questions**: The dataset includes multiple choice questions, offering a range of possible answers for each query.
- **Solutions**: Correct answers to all questions are provided.
- **Solution Explanation**: Detailed explanations accompany each solution, offering insights into the reasoning behind the correct answers.
- **Thai Human Verification**: Each item in the dataset has been verified by a Thai-speaking individual who is not a domain expert, ensuring the clarity and accessibility of the content.
- **Extra Annotations**:
  - `isAnswerable`: Indicates whether the question can be answered with the provided text alone, without the need for additional information such as visual aids.
  - `isMultipleChoice`: Identifies if the question is a multiple choice question.
  - `isSingleChoiceSolution`: Specifies if there is only one correct answer among the provided choices.

## Data Structure

The dataset is divided into different sections based on the complexity and type of exams:

1. **IC Basic Level (ic_ex)**
   - [Questions](https://member.set.or.th/professional/Download/licence/ic_ex/question.pdf)
   - [Exams Explanation](https://portal.set.or.th/professional/Download/licence/ic_ex/explain.pdf)

2. **IC Plain Level (ic_plain)**
   - [Questions](https://media.set.or.th/set/Documents/2022/Apr/Practice_Plain_Question.pdf)
   - [Answers](https://media.set.or.th/set/Documents/2022/Apr/Practice_Plain_Question_Answer.pdf)

3. **IC Complex Level Part 2 (ic_p2)**
   - [Questions](https://media.set.or.th/set/Documents/2022/Apr/Practice_Complex_P2_Question.pdf)
   - [Answers](https://media.set.or.th/set/Documents/2022/Apr/Practice_Complex_P2_Question_Answer.pdf)

4. **IC Complex Level Part 3 (ic_p3)**
   - [Questions](https://media.set.or.th/set/Documents/2022/Apr/Practice_Complex_P3_Question.pdf)
   - [Answers](https://media.set.or.th/set/Documents/2022/Apr/Practice_Complex_P3_Question_Answer.pdf)

### Usage
This dataset is particularly useful for researchers and developers focusing on AI and machine learning applications in the finance sector. It provides a realistic and challenging environment for training and testing question-answering systems.

### Compliance and Verification
The dataset adheres to the highest standards of academic and research integrity. All data has been verified for accuracy and relevance, ensuring its reliability for educational and research purposes.

For comprehensive usage guidelines and licensing details, refer to the Apache 2.0 License.

### Acknowledgements
The dataset is a collaborative effort between Dr. Kobkrit Viriyayudhakorn and The Stock Exchange of Thailand (SET), reflecting their commitment to advancing the field of financial education and AI research.