README.md

---
language:
- th
license: cc0-1.0
size_categories:
- 10K<n<100K
task_categories:
- text-generation
- text2text-generation
pretty_name: i
dataset_info:
  features:
  - name: inputs
    dtype: string
  - name: targets
    dtype: string
  splits:
  - name: train
    num_bytes: 10132750
    num_examples: 16194
  - name: validation
    num_bytes: 1118295
    num_examples: 1777
  - name: test
    num_bytes: 1240521
    num_examples: 1965
  download_size: 3093175
  dataset_size: 12491566
tags:
- instruct-fellow
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
---

wisesight_sentiment_prompt is the instruct fellow dataset for sentiment Thai text by prompt. It can use fine-tuning model.

- inputs: Prompt
- targets: Text targets that AI should answer.

**Template**
```
Inputs: จำแนกประโยคต่อไปนี้เป็นคำถามหรือข้อความเชิงบวก/เป็นกลาง/เชิงลบ:\n{text}

targets: ประโยคที่กำหนดสามารถจำแนกข้อความได้เป็นข้อความ{category}
```

category
- คำถาม: question
- เชิงบวก: positive
- เป็นกลาง: neutral
- เชิงลบ: negative

Notebook that used create this dataset: [https://github.com/PyThaiNLP/support-aya-datasets/blob/main/sentiment-analysis/wisesight_sentiment.ipynb](https://github.com/PyThaiNLP/support-aya-datasets/blob/main/sentiment-analysis/wisesight_sentiment.ipynb)


Wisesight Sentiment Corpus: Social media messages in Thai language with sentiment category (positive, neutral, negative, question)
* Released to public domain under Creative Commons Zero v1.0 Universal license.
* Size: 26,737 messages
* Language: Central Thai
* Style: Informal and conversational. With some news headlines and advertisement.
* Time period: Around 2016 to early 2019. With small amount from other period.
* Domains: Mixed. Majority are consumer products and services (restaurants, cosmetics, drinks, car, hotels), with some current affairs.

See more: [wisesight_sentiment](https://huggingface.co/datasets/wisesight_sentiment).

PyThaiNLP