Datasetpublic

bushra1dajam/news_articles

News Articles Classification Dataset This dataset consists of news articles labeled with corresponding categories for classification tasks. Overview The news articles classification dataset is a collection of articles sourced from various news outlets, each labeled with a specific category. The dataset is designed for tasks such as text classification, topic modeling, and sentiment analysis. Dataset Information Name: News Articles Classification… See the full description on the dataset page: https://huggingface.co/datasets/bushra1dajam/news_articles.

sourceHugging Faceunknownupdated 2y agoView on Hugging Face

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Dataset Card

News Articles Classification Dataset

This dataset consists of news articles labeled with corresponding categories for classification tasks.

Overview

The news articles classification dataset is a collection of articles sourced from various news outlets, each labeled with a specific category. The dataset is designed for tasks such as text classification, topic modeling, and sentiment analysis.

Dataset Information

—Name: News Articles Classification Dataset
—Description: Collection of news articles labeled with categories
—Source: Various news outlets
—Size: Number of articles
—Format: Text data with corresponding labels
—License:

Data Fields

The dataset includes the following fields:

—Text: The content of the news article
—Category: The category or label assigned to the article

Data Splits

The dataset is split into the following categories:

—Training Set
—Validation Set
—Test Set

Dataset Creation

The news articles were collected from multiple news sources and manually labeled with appropriate categories for classification.

Dataset Cleaning

The dataset underwent text preprocessing steps, including removing special characters, tokenization, and lowercasing.