Contents
What can you do with a news category dataset?
The model trained on this dataset could be used to identify tags for untracked news articles or to identify the type of language used in different news articles. Each news headline has a corresponding category. Categories and corresponding article counts are as follows: This dataset was collected from HuffPost.
Where can I find dataset for news articles?
And were scraped with beautiful soup from big US news sites like: New York Times, Breitbart, CNN, Business Insider, the Atlantic, Fox News, Talking Points Memo, Buzzfeed News and many more. Thanks for contributing an answer to Data Science Stack Exchange!
Are there any big news datasets on Kaggle?
There is another big news dataset in Kaggle called All The News you can dwnload it Here. The data primarily falls between the years of 2016 and July 2017. And were scraped with beautiful soup from big US news sites like: New York Times, Breitbart, CNN, Business Insider, the Atlantic, Fox News, Talking Points Memo, Buzzfeed News and many more.
What are the different categories of Kaggle news?
Categories and corresponding article counts are as follows: 1 POLITICS: 32739. 2 WELLNESS: 17827. 3 ENTERTAINMENT: 16058. 4 TRAVEL: 9887. 5 STYLE & BEAUTY: 9649. 6 PARENTING: 8677. 7 HEALTHY LIVING: 6694. 8 QUEER VOICES: 6314. 9 FOOD & DRINK: 6226. 10 BUSINESS: 5937.
Can a classifier be trained on a dataset?
A classifier trained on this dataset could be used on a free text to identify the type of language being used. Want to contribute your own datasets? If you are interested in learning how to collect high-quality datasets for various ML tasks and the overall importance of data in the ML ecosystem, consider reading my book Sculpting Data for ML.
How to create dataset.csv file after successful execution?
After successfull execution it will create dataset.csv file in dataset folder. model/model.py: preprocessing, tf-idf feature extraction and model buildind and evaluation stuff Divided the feature extracted dataset into two parts train and test set. Train set contains 1780 examples and Test set contains 445 examples.
What are the class labels in the BBC dataset?
Class Labels: 5 (business, entertainment, politics, sport, tech) dataset/data_files: Data folders each containing several news txt files dataset/dataset.csv: csv file containing “news” and “type” as columns. “news” column represent news article and “type” represents news category among business, entertainment, politics, sport, tech.
What kind of datasets are available for the USGS?
Raster datasets include: Digital Elevation Models (DEMs), Orthoimagery, and Land Cover. Lidar point cloud data is also available over many areas of the US. See our Dataset List for a brief explanation of these products.