20 newsgroup dataset from sklearn to csv.

20_newsgroup_to_csv.py

from sklearn.datasets import fetch_20newsgroups
import pandas as pd

def twenty_newsgroup_to_csv():
    newsgroups_train = fetch_20newsgroups(subset='train', remove=('headers', 'footers', 'quotes'))

    df = pd.DataFrame([newsgroups_train.data, newsgroups_train.target.tolist()]).T
    df.columns = ['text', 'target']

    targets = pd.DataFrame( newsgroups_train.target_names)
    targets.columns=['title']

    out = pd.merge(df, targets, left_on='target', right_index=True)
    out['date'] = pd.to_datetime('now')
    out.to_csv('20_newsgroup.csv')
    
twenty_newsgroup_to_csv()

Thank you so much! this was helpful

this is too good , you acan visit my github also github.com/rishabh-creator601

Hi guys! If someone needs the data itself in .csv you can download here:
https://github.com/JumpingDino/datasets/blob/master/20newsgroup/20_newsgroup.csv

Thanks a lot for the code david :D !