Dataset research report
Cnn Dailymail research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
Dataset Card for CNN Dailymail Dataset Dataset Summary The CNN / DailyMail Dataset is an English-language dataset containing just over 300k unique news articles as written by journalists at CNN and the Daily Mail. The current version supports both extractive and abstractive summarization, though the original version was created for machine reading and comprehension and abstractive question answering. Supported Tasks and Leaderboards 'summarization': Versions… See the full description on the dataset page: https://huggingface.co/datasets/abisee/cnn_dailymail.
Follow-Up Queries
Preview Rows
| # | articletext | highlightstext | idtext |
|---|---|---|---|
| 1 | LONDON, England (Reuters) -- Harry Potter star Daniel Radcliffe gains access to a reported £20 million ($41.1 million) fortune as he turns … | Harry Potter star Daniel Radcliffe gets £20M fortune as he turns 18 Monday . Young actor says he has no plans to fritter his cash away . Ra… | 42c027e4ff9730fbb3de84c1af0d2c506e41c3e4 |
| 2 | Editor's note: In our Behind the Scenes series, CNN correspondents share their experiences in covering news and analyze the stories behind … | Mentally ill inmates in Miami are housed on the "forgotten floor" Judge Steven Leifman says most are there as a result of "avoidable feloni… | ee8871b15c50d0db17b0179a6d2beab35065f1e9 |
| 3 | MINNEAPOLIS, Minnesota (CNN) -- Drivers who were on the Minneapolis bridge when it collapsed told harrowing tales of survival. "The whole b… | NEW: "I thought I was going to die," driver says . Man says pickup truck was folded in half; he just has cut on face . Driver: "I probably … | 06352019a19ae31e527f37f7571c6dd7f0c5da37 |
| 4 | WASHINGTON (CNN) -- Doctors removed five small polyps from President Bush's colon on Saturday, and "none appeared worrisome," a White House… | Five small polyps found during procedure; "none worrisome," spokesman says . President reclaims powers transferred to vice president . Bush… | 24521a2abb2e1f5e34e6824e0f9e56904a2b0e88 |
| 5 | (CNN) -- The National Football League has indefinitely suspended Atlanta Falcons quarterback Michael Vick without pay, officials with the … | NEW: NFL chief, Atlanta Falcons owner critical of Michael Vick's conduct . NFL suspends Falcons quarterback indefinitely without pay . Vick… | 7fe70cc8b12fab2d0a258fababf7d9c6b5e1262a |
| 6 | BAGHDAD, Iraq (CNN) -- Dressed in a Superman shirt, 5-year-old Youssif held his sister's hand Friday, seemingly unaware that millions of pe… | Parents beam with pride, can't stop from smiling from outpouring of support . Mom: "I was so happy I didn't know what to do" Burn center in… | a1ebb8bb4d370a1fdf28769206d572be60642d70 |
Data Dictionary
- article text
- highlights text
- id text
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.