Tài liệu tham khảo:
prachathai67k
Sử dụng lệnh sau để tải tập dữ liệu này trong TFDS:
ds = tfds.load('huggingface:prachathai67k/prachathai67k')
- Sự miêu tả :
`prachathai-67k`: News Article Corpus and Multi-label Text Classificdation from Prachathai.com
The prachathai-67k dataset was scraped from the news site Prachathai.
We filtered out those articles with less than 500 characters of body text, mostly images and cartoons.
It contains 67,889 articles wtih 12 curated tags from August 24, 2004 to November 15, 2018.
The dataset was originally scraped by @lukkiddd and cleaned by @cstorm125.
You can also see preliminary exploration at https://github.com/PyThaiNLP/prachathai-67k/blob/master/exploration.ipynb
- Giấy phép : Không có giấy phép được biết đến
- Phiên bản : 1.1.0
- Chia tách :
| Tách ra | Ví dụ |
|---|---|
'test' | 6789 |
'train' | 54379 |
'validation' | 6721 |
- Đặc trưng :
{
"url": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"date": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"body_text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"politics": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"human_rights": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"quality_of_life": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"international": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"social": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"environment": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"economics": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"culture": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"labor": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"national_security": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"ict": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"education": {
"num_classes": 2,
"names": [
"neg",
"pos"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}