Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
Korean
Size:
10K - 100K
License:
Update README.md
Browse files
README.md
CHANGED
|
@@ -22,4 +22,73 @@ configs:
|
|
| 22 |
data_files:
|
| 23 |
- split: train
|
| 24 |
path: data/train-*
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 25 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 22 |
data_files:
|
| 23 |
- split: train
|
| 24 |
path: data/train-*
|
| 25 |
+
license: mit
|
| 26 |
+
task_categories:
|
| 27 |
+
- text-classification
|
| 28 |
+
language:
|
| 29 |
+
- ko
|
| 30 |
---
|
| 31 |
+
|
| 32 |
+
|
| 33 |
+
# Korean Daily-Emotion & Situation Dataset
|
| 34 |
+
|
| 35 |
+
## ๐ Dataset Overview
|
| 36 |
+
|
| 37 |
+
์ด ๋ฐ์ดํฐ์
์ ํ๊ตญ์ด ๊ฐ์ ๋ถ๋ฅ๋ฅผ ์ํด ์ ์๋ ํ
์คํธ ๋ฐ์ดํฐ์
์ผ๋ก,
|
| 38 |
+
OpenAI API๋ฅผ ํ์ฉํด ์์ฑ๋ **์ผ๊ธฐ(Diary) ํ์์ ์์ฐ์ค๋ฝ๊ณ ์ผ์์ ์ธ ๋ฌธ์ฅ๋ค**๋ก ๊ตฌ์ฑ๋์ด ์์ต๋๋ค.
|
| 39 |
+
์ด **29,968๊ฐ**์ ๋ฌธ์ฅ์ ํฌํจํ๋ฉฐ, ๊ฐ ์ํ์ ์ฌ์ฉ์์ ์ผ์ ๊ฒฝํยท์ํฉยท๊ฐ์ ํ๋ฆ์ ๋ฐ์ํ๋๋ก ์ค๊ณ๋์์ต๋๋ค.
|
| 40 |
+
|
| 41 |
+
This is a large-scale **Korean diary-style emotion classification dataset** generated using OpenAI's GPT-4o-mini model.
|
| 42 |
+
It contains **29,968 samples**, each written in a natural diary format,
|
| 43 |
+
capturing everyday situations and emotional nuances across **8 main emotions** with fine-grained emotional labels.
|
| 44 |
+
|
| 45 |
+
---
|
| 46 |
+
## ๐ Dataset Structure
|
| 47 |
+
|
| 48 |
+
๋ฐ์ดํฐ์
์ ๊ฐ ์ํ์ ๋ค์ 5๊ฐ ํ๋๋ก ๊ตฌ์ฑ๋ฉ๋๋ค.
|
| 49 |
+
| Column | Description |
|
| 50 |
+
|--------|-------------|
|
| 51 |
+
| `text` | 1~4๋ฌธ์ฅ ๋ด์ธ์ ์์ฐ์ค๋ฌ์ด ํ๊ตญ์ด ์ผ๊ธฐ |
|
| 52 |
+
| `main_emotion` | 8๊ฐ์ง ๋ํ ๊ฐ์ ์ค ํ๋ |
|
| 53 |
+
| `fine_emotions` | ๋ํ ๊ฐ์ ์ ์ธ๋ถ ๊ฐ์ ๋ฆฌ์คํธ(1-3๊ฐ) |
|
| 54 |
+
| `situation_category` | ๊ฐ์ ์ด ๋ํ๋ ์ํฉ์ ์นดํ
๊ณ ๋ฆฌ |
|
| 55 |
+
| `situation_detail` | ์ํฉ์ ๊ตฌ์ฒด์ ์ผ๋ก ์ค๋ช
|
|
| 56 |
+
|
| 57 |
+
---
|
| 58 |
+
## ๐ญ Emotion Labels (`main_emotion`)
|
| 59 |
+
|
| 60 |
+
์ด 8๊ฐ์ ๋ํ ๊ฐ์ ์ผ๋ก ๊ตฌ์ฑ๋ฉ๋๋ค.
|
| 61 |
+
| Emotion (๊ฐ์ ) | Count (๊ฐ์) |
|
| 62 |
+
|----------------|--------------|
|
| 63 |
+
| ๊ธฐ์จ | 6,235ํ |
|
| 64 |
+
| ์ค๋ | 6,227ํ |
|
| 65 |
+
| ํ๋ฒํจ | 6,229ํ |
|
| 66 |
+
| ๋๋ผ์ | 6,243ํ |
|
| 67 |
+
| ๋ถ์พํจ | 4,800ํ |
|
| 68 |
+
| ๋๋ ค์ | 1,000ํ |
|
| 69 |
+
| ์ฌํ | 1,000ํ |
|
| 70 |
+
| ๋ถ๋
ธ | 5,642ํ |
|
| 71 |
+
|
| 72 |
+
### ๊ฐ์ ๋ณ ๋ํ ์ธ๋ถ ๊ฐ์ (fine_emotions ๊ธฐ๋ฐ)
|
| 73 |
+
|
| 74 |
+
```python
|
| 75 |
+
emotion_keyword_map = {
|
| 76 |
+
"๊ธฐ์จ": ["๊ธฐ๋ถ์ข์", "์ฆ๊ฑฐ์ด", "๊ณ ๋ง์ด", "ํ๊ฐ๋ถํ", "์ฌ๋์ค๋ฌ์ด", "์ฌ๋ฐ๋", "๊ธฐ์", "๋ฟ๋ฏํ", "์์์ํ", "๋ง์กฑ์ค๋ฌ์ด", "์ ๋๋", "ํ๋ณตํ", "๊ฐ๋๋ฐ์", "๋ ์๊ฐ ๊ฒ ๊ฐ์"],
|
| 77 |
+
"์ค๋ ": ["๋ชฝ๊ธ๋ชฝ๊ธํ", "๋๊ทผ๊ฑฐ๋ฆฌ๋", "๊ฐ์ง๊ฐ์งํ", "์ค๋ ๋", "ํฅ๋ฏธ๋ก์ด", "์ ๋๋", "๊ธฐ๋๋๋", "๊ถ๊ธํ", "๊ธด์ฅ๋๋", "์๋ฌ๋๋", "ํ
์
๋์", "๊ฐ์ ํ ๋ง์์"],
|
| 78 |
+
"ํ๋ฒํจ": ["์์ํ", "๋ณ ์ผ ์๋", "๋์์ง ์์", "๊ทธ์ ๊ทธ๋ฐ", "๋ง์กฑ์ค๋ฌ์ด", "๋ฌด๋ํ", "ํผ๊ณคํ", "๊ด์ฐฎ์", "์ฑ์ญ์์ญํ", "์์ํ", "ํ๋ฒํ", "์์ ๊ฐ์ด ๋๋", "ํธ์ํ"],
|
| 79 |
+
"๋๋ผ์": ["๋นํฉ์ค๋ฌ์ด", "์ด์ด ์๋", "๋ถ๋๋ฌ์ด", "์ฌ์ฟตํ", "๊น์ง ๋๋", "์ด์์ด ๋ฒ๋ฒํ", "๋ฉํ ๋ฌด๋์ง๋", "๋ง๊ฐ์ด ๊ต์ฐจํ๋", "๊ธฐ๊ฐ ๋งํ๋", "์๋ฆ๋ผ์น๋", "์์์ ์ด์ํ๋", "๊ณจ๋๋ฆฌ๋", "ํญํ๊ฐ์"],
|
| 80 |
+
"๋ถ์พํจ": ["ํผ๊ณคํ", "์ง์น๋", "๊ท์ฐฎ์", "์ฌ๋ฏธ์๋", "์ง๋ฃจํ", "๋ถํธํ", "๋ถ์พํ", "์ฐ์ฐํ", "์์ธ๊ฐ ๋๋ผ๋", "์ฐ์ธํ", "์ง๊ธ์ง๊ธํ", "ํ ๋์ค๋", "๊ธฐ๋ถ ๋๋ฌ์ด"],
|
| 81 |
+
"๋๋ ค์": ["๋ง์ค์ฌ์ง๋", "๊ฑฑ์ ๋๋", "๋ถ์ํ", "์ฌ๋ํ", "๊ธด์ฅ๋๋", "๋ง๋งํ", "๋๋ ค์ด", "ํฐ์ผ ๋ ๊ฒ ๊ฐ์", "๊ฒ๋๋", "๋ฌด์์ด", "์ด์กฐํ", "์ซ๋ฆฌ๋", "์จ๋งํ๋", "๋๋ง์น๊ณ ์ถ์", "๋์ด ๋ณด์ด์ง ์๋"],
|
| 82 |
+
"์ฌํ": ["๋ฌด๊ธฐ๋ ฅํ", "์ค๋ง์ค๋ฌ์ด", "์์ํ", "์ธ๋ก์ด", "๋ง์์ํ", "ํํ๋๋", "ํ๋ ", "์๋ฌ์ด", "์ฌํ", "ํํํ", "๋ง๋งํ", "์ฐ์ธํ", "ํผ์์ธ ๊ฒ ๊ฐ์", "์ธ๊ณ ์ถ์", "์ ๋ง์ ์ธ", "๊ทธ๋ฆฌ์ด", "๊ณตํํ", "์ธ์์ด ๋ฌด๋์ง ๊ฒ ๊ฐ์"],
|
| 83 |
+
"๋ถ๋
ธ": ["๋ต๋ตํ", "์ง์ฆ๋๋", "์ ๊ฒฝ์ง๋๋", "์ด์ด์๋", "์ดํดํ ์ ์๋", "ํ๋๋", "ํ์ฌํ", "ํน๋ฐ๋", "์ต์ธํ", "๊ธฐ๋ถ ๋๋ฌ์ด", "์งํฌ๋๋", "๋ถํ", "๋นก์น๋", "์๋ฆฌ์ง๋ฅด๊ณ ์ถ์"]
|
| 84 |
+
}
|
| 85 |
+
```
|
| 86 |
+
|
| 87 |
+
---
|
| 88 |
+
## โ๏ธ Model & Data Generation Info
|
| 89 |
+
|
| 90 |
+
- ๋ณธ ๋ฐ์ดํฐ์
์ OpenAI **gpt-4o-mini** ๋ชจ๋ธ์ ์ฌ์ฉํด ์์ฑ๋์์ต๋๋ค.
|
| 91 |
+
- ๋ชจ๋ ๋ฌธ์ฅ์ **๋ชจ๋ธ์ด ์ฐฝ์ํ ๋ด์ฉ์ด๋ฉฐ**, ์ค์ ๊ฐ์ธ ์ ๋ณดยท์ค์กด ์ธ๋ฌผยท์ ์๋ฌผ ๋ฑ์ ๋ด์ฉ์ ํฌํจํ์ง ์์ต๋๋ค.
|
| 92 |
+
- ๊ฐ์ ๋ฐ ์ํฉ ์ค์ ์ ํ๋กฌํํธ ๊ธฐ๋ฐ ๊ท์น์ ๋ฐ๋ผ ์๋ ์์ฑ๋์์ผ๋ฉฐ, **๋ฐ์ดํฐ ํ์ง ํธํฅ์ด๋ ์ค๋ฅ๋ ๋ชจ๋ธ์ ํน์ฑ์์ ๊ธฐ์ธํ ์ ์์ต๋๋ค.**
|
| 93 |
+
|
| 94 |
+
**๋ฐ์ดํฐ ๋ด์ฉ์ ๋ํ ์ฑ
์์ LLM ์์ฑ ๊ณผ์ ์ ํน์ฑ์ ์์ผ๋ฉฐ**, ๋ฐ์ดํฐ ์์ฑ์๋ ์ด๋ฅผ ์กฐ์ํ๊ฑฐ๋ ๊ฐ์
ํ์ง ์์์ต๋๋ค.
|