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Dataset

Cnn Dailymail

Name: Cnn Dailymail
Creator: abisee
License: ["apache-2.0"]

by abisee abisee/cnn_dailymail

Free2AITools Nexus Index

29.6

S: Semantic 50

Query-time baseline · scored live at search

A: Authority 56

P: Popularity 63

R: Recency 1

Q: Quality 50

Tech Context

Vital Performance —

Source →

Data Integrity 29.6 FNI Score

- Size

- Rows

- Tokens

Dataset Information Summary
Entity Passport
Registry ID	abisee/cnn_dailymail
License	["apache-2.0"]
Provider	huggingface

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Cite this dataset

Academic & Research Attribution

BibTeX

@misc{hf_dataset_abisee_cnn_dailymail,
  author = {abisee},
  title = {Cnn Dailymail Dataset},
  year = {2022},
  howpublished = {\url{https://huggingface.co/datasets/abisee/cnn_dailymail}},
  note = {Accessed via Free2AITools.}
}

APA Style

abisee. (2022). Cnn Dailymail [Dataset]. Free2AITools. https://huggingface.co/datasets/abisee/cnn_dailymail

🔬Technical Deep Dive

Full Specifications [+]

⚖️ Free2AITools Nexus Index V2.0

Methodology How FNI works

Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 56

Popularity (P) 63

Recency (R) 1

Quality (Q) 50

💬 Index Insight

FNI V2.0 for Cnn Dailymail: Authority (A:56), Popularity (P:63), Recency (R:1), Quality (Q:50). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology

Open data Updated: Live data

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Downloads

275,815

🎯 Task Categories

summarization

👁️ Data Preview

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Schema structure is shown in the Field Logic panel when available.

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🧬 Field Logic

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Dataset Specification

annotations_creators:

no-annotation language_creators:
found language:
en license:
apache-2.0 multilinguality:
monolingual size_categories:
100K<n<1M source_datasets:
original task_categories:
summarization task_ids:
news-articles-summarization paperswithcode_id: cnn-daily-mail-1 pretty_name: CNN / Daily Mail dataset_info:
config_name: 1.0.0 features:
- name: article dtype: string
- name: highlights dtype: string
- name: id dtype: string splits:
- name: train num_bytes: 1261703785 num_examples: 287113
- name: validation num_bytes: 57732412 num_examples: 13368
- name: test num_bytes: 49925732 num_examples: 11490 download_size: 836927248 dataset_size: 1369361929
config_name: 2.0.0 features:
- name: article dtype: string
- name: highlights dtype: string
- name: id dtype: string splits:
- name: train num_bytes: 1261703785 num_examples: 287113
- name: validation num_bytes: 57732412 num_examples: 13368
- name: test num_bytes: 49925732 num_examples: 11490 download_size: 837094602 dataset_size: 1369361929
config_name: 3.0.0 features:
- name: article dtype: string
- name: highlights dtype: string
- name: id dtype: string splits:
- name: train num_bytes: 1261703785 num_examples: 287113
- name: validation num_bytes: 57732412 num_examples: 13368
- name: test num_bytes: 49925732 num_examples: 11490 download_size: 837094602 dataset_size: 1369361929 configs:
config_name: 1.0.0 data_files:
- split: train path: 1.0.0/train-*
- split: validation path: 1.0.0/validation-*
- split: test path: 1.0.0/test-*
config_name: 2.0.0 data_files:
- split: train path: 2.0.0/train-*
- split: validation path: 2.0.0/validation-*
- split: test path: 2.0.0/test-*
config_name: 3.0.0 data_files:
- split: train path: 3.0.0/train-*
- split: validation path: 3.0.0/validation-*
- split: test path: 3

Social Proof

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275.8KDownloads

Hub Discussions

🤗 Data Source: Hugging Face ↗

🔄 Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹ️ Verify with original source

🛡️ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id: hf-dataset--abisee--cnn_dailymail
slug: abisee--cnn_dailymail
source: huggingface
author: abisee
license: ["apache-2.0"]
tags: task_categories:summarization, task_ids:news-articles-summarization, annotations_creators:no-annotation, language_creators:found, multilinguality:monolingual, source_datasets:original, language:en, license:apache-2.0, size_categories:100k<n<1m, format:parquet, modality:text, library:datasets, library:dask, library:mlcroissant, library:polars, region:us

📊 Engagement & Metrics

downloads: 275,815
stars: 0
forks: 0

Data indexed from public sources. Updated daily.