Carga
#1
by
danipeix13
- opened
from datasets import load_dataset
!huggingface-cli login --token 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
dataset = load_dataset("nlpUc3mStudents/mental-risk-a")
Cargar y concatenar los mesajes por conversación
ds = load_dataset('nlpUc3mStudents/mental-risk-a')
# to pandas
train_df = ds['train'].to_pandas()
# concat messages by subject id
train_by_subjectid = (
train_df.groupby('subject_id')
.agg({'message': lambda x: ' | '.join(x), 'label': 'first'})
.reset_index()
.assign(
num_messages=lambda x: x.message.str.count('\|') + 1
)
)
# back to datasets
ds_new = Dataset.from_pandas(train_by_subjectid)