Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
License:
File size: 1,774 Bytes
39238f3 91dd728 c49f9e7 4d13ba1 c49f9e7 4d13ba1 c49f9e7 0f80ef5 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 |
---
license: apache-2.0
task_categories:
- text-classification
language:
- en
pretty_name: CNN News Article from 20211 to 2022
size_categories:
- n<1K
dataset_info:
features:
- name: text
dtype: string
- name: label
dtype:
class_label:
names:
'0': business
'1': entertainment
'2': health
'3': news
'4': politics
'5': sport
splits:
- name: train
num_examples: 32218
- name: test
num_examples: 5686
train-eval-index:
- config: default
task: text-classification
task_id: multi_class_classification
splits:
train_split: train
eval_split: test
col_mapping:
text: text
label: target
---
# CNN News Articles 2011-2022 Dataset
## Introduction
This dataset contains CNN News Articles from 2011 to 2022 after basic cleaning. The dataset includes the following information:
Category
Full text
The data was downloaded from Kaggle at this URL: https://www.kaggle.com/datasets/hadasu92/cnn-articles-after-basic-cleaning. The dataset was split into two sets:
Train set with 32,218 examples
Test set with 5,686 examples
## Usage
This dataset can be used for different natural language processing tasks such as text classification, text summarization, named entity recognition, and more. The dataset is available in Hugging Face Datasets with the ID AyoubChLin/CNN_News_Articles_2011-2022.
## Acknowledgements
The data was collected by the Kaggle user [hadasu92](https://github.com/hadasu). The splitting of the dataset into train and test sets was performed by [CHERGUELAINE Ayoub](https://www.linkedin.com/in/ayoub-cherguelaine/) & [BOUBEKRI Faycal](https://www.linkedin.com/in/faycal-boubekri-832848199/). |