arafatanam/Student-Mental-Health-Counseling-750K

Student Mental Health Counseling 750K

Dataset Overview

This dataset is derived from the original [chillies/student-mental-health-counseling-vn](https://huggingface.co/datasets/chillies/student-mental-health-counseling-vn) dataset, which contains student mental health counseling conversations in Vietnamese.

In this version, the entire dataset (750,169 rows) has been translated from Vietnamese to English, making the data fully accessible for English-speaking researchers and developers worldwide.

Dataset Details

• —Dataset Name: Student Mental Health Counseling 750K
• —Source Dataset: chillies/student-mental-health-counseling-vn
• —Language: Translated from Vietnamese to English
• —Sample Size: 750,169 rows (complete dataset)
• —Translation Tool: Helsinki-NLP/opus-mt-vi-en (MarianMT)
• —Format: CSV / Parquet

Processing Steps

The dataset was prepared using the following steps:

1. 1.Loaded the original dataset using the datasets library.
2. 2.Translated the entire dataset from Vietnamese to English using the MarianMT model (Helsinki-NLP/opus-mt-vi-en).
3. 3.Implemented checkpoint-based translation to handle large dataset size and prevent data loss.
4. 4.Saved the translated dataset as a CSV file.