Public dataset for news articles with their associated categories for multilabel data classification
Data Science Asked by Snehil R Singh on January 20, 2021
I am wondering if there are any public datasets of news, like New York Times (NYT) or similar to various news categories such as politics, entertainment, lifestyle, general news, sports etc.
I want to use such a dataset for multilabel data classification of various sentences or paragraphs i.e a sentence could belong to politics, entertainment, sports, or all, I need the dataset to classify the data into more than one label. I was planning to train a classifier with such a dataset and use it for predictions. However, I couldn’t find any. Are there any such known datasets available?
I want dataset something like this but for news category
One Answer
I found one on Kaggle by searching "news categories". I believe this dataset should work for you. Its a JSON file which contains a link to the article, an associated category (e.g. "crime"), headline, authors, date, and a short description.
You may also want to check out the Open Data Stackexchange:
https://opendata.stackexchange.com/
Enjoy!
Answered by adamcatto on January 20, 2021
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