metadata
license: openrail
source_datasets:
- Amod/mental_health_counseling_conversations
Conversion of Amod/mental_health_counseling_conversations dataset to be used in pretraining.
Python code used for conversion:
from datasets import load_dataset
import pandas
import re
dataset = load_dataset("Amod/mental_health_counseling_conversations", split="train")
def format(columns):
return re.sub(r'\s+', ' ', columns["Response"]).strip()
text = [format(columns) for columns in dataset]
pandas.DataFrame({"text": list(filter(None, text))}).to_csv("train.csv", index=False)