vichetkao/Scam_Message_9_Language

Multilingual Scam Spam/Ham Dataset

This dataset contains multilingual text samples labeled for binary spam/scam detection. Each example is either ham or spam.

Dataset Details

• Task: binary text classification
• Rows: 12,800
• Format: Parquet
• Split: train
• Labels:
  • 0: ham
  • 1: spam
• Languages: English, Chinese, German, French, Hindi, Khmer, Russian, Thai, Vietnamese

Columns

Column	Type	Description
text	string	Message text
label	int64	Classification label, where 0 is ham and 1 is spam
language	string	Language code from the source folder

Load With Hugging Face Datasets

from datasets import load_dataset

dataset = load_dataset("parquet", data_files="data/train-00000-of-00001.parquet")

print(dataset)
print(dataset["train"][0])

After uploading this folder to the Hugging Face Hub, you can load it with:

from datasets import load_dataset

dataset = load_dataset("your-username/your-dataset-name")

Intended Use

This dataset can be used to train and evaluate models for:

• spam message detection
• scam text detection
• phishing-style message classification
• multilingual safety filtering experiments

Label Meaning

0 = ham
1 = spam

Dataset Structure

hf_dataset_parquet/
├── README.md
└── data/
    └── train-00000-of-00001.parquet

Notes

The dataset was converted from cleaned CSV files in dataset_clean, where each language folder contains separate spam.csv and ham.csv files.