Datasets:
url large_stringlengths 15 671 | domain large_stringclasses 92
values | maintext large_stringlengths 219 130k | iab_category large_stringclasses 35
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|---|---|---|---|
https://www.fodors.com/world/north-america/usa/hawaii/big-island/gallery/japanese-garden-hilo-big-island-hawaii-usa?slideshow=true | fodors.com | SHOW THUMBNAILS HIDE THUMBNAILS 1 of 34 1 of 34 Japanese garden in Hilo, Hawaii. Photo Credit: Radoslaw Lecyk / Shutterstock SHOW THUMBNAILS HIDE THUMBNAILS 2 of 34 2 of 34 Hawaii Big Island beach. Photo Credit: Marc Turcan / Shutterstock SHOW THUMBNAILS HIDE THUMBNAILS 3 of 34 3 of 34 Hawaii / Big Island: Kapoho Tide ... | Travel |
https://www.cbsnews.com/miami/news/spotify-price-increase-duo-streaming-service/ | cbsnews.com | Spotify releasing biggest update since launch Exclusive: Spotify releasing biggest update to its platform since its mobile launch 02:07 Spotify subscriptions will become a little more expensive next month as the audio streaming service plans to raise its membership prices for the second time in less than a year. Starti... | Business and Finance |
https://www.indiatimes.com/health/recipes/thai-mango-sticky-rice-recipe-summers-636096.html | indiatimes.com | Mercury is rising with the summer season in full swing and making the comeback is the ultimate summer fruit aka mango. Mango is a favourite of people all across the globe resulting in a variety of cuisines featuring the popular fruit in several delicious and refreshing summer recipes. With mango being a favourite of Th... | Food & Drink |
https://www.forbes.com/sites/noelburgess/2024/06/20/xander-soren-wines-launches-at-3-star-michelin-singlethread-restaurant/ | forbes.com | Xander Soren and Chef Kyle Connaughton during the U.S. launch of Xander Soren Wines at Single Thread ... [+] Farm Restaurant - May, 29, 2024 Xander Soren Wines In a world where passion intersects with pragmatism, few narratives are as captivating as Xander Soren's. His journey of merging a love for Japanese culture wit... | Food & Drink |
https://www.forbes.com/sites/giacomotognini/2024/06/11/what-this-real-estate-billionaire-larry-connorand-triton-sub-entrepreneur-are-hoping-to-find-on-planned-mission-to-the-titanic-wreck/ | forbes.com | Larry Connor during his dives to the Mariana Trench in 2021. Alex Nicks In the past three years, Larry Connor has traveled to space, ventured to the deepest point in the Earth’s oceans and broken the world record for the highest skydive. In May, the founder of Dayton, Ohio-based real estate investment firm the Connor G... | Science |
https://www.cbsnews.com/miami/news/hot-and-humid-thursday-storms-develop-in-the-afternoon/ | cbsnews.com | South Florida Weather for Thursday 6/6/2024 7AM South Florida Weather for Thursday 6/6/2024 7AM 00:26 MIAMI - Thursday is shaping up to be a hot and humid day with highs in the low 90s. It will feel like the triple digits when you factor in the humidity. Storms develop in the afternoon and a few could turn strong to se... | Science |
https://nationaltoday.com/birthday/kristin-kreuk/ | nationaltoday.com | Background Kristin Kreuk is a Canadian actress born on December 30, 1982, in Vancouver, British Columbia, Canada. Her parents are Deanna Che and Peter Kreuk, who are landscape artists. She grew up in Vancouver, Canada. Kreuk is of multiracial ethnicity as her maternal grandmother is Chinese–Jamaican, her mom is Chinese... | Entertainment |
https://www.dailymail.co.uk/wires/reuters/article-13543325/Mookie-Betts-injury-swings-NL-MVP-futures.html?ns_mchannel=rss&ns_campaign=1490&ito=1490 | dailymail.co.uk | Mookie Betts' injury swings NL MVP futures By Reuters Published: 11:34 EDT, 18 June 2024 | Updated: 11:34 EDT, 18 June 2024 Mookie Betts' fractured left hand did more than rob the Los Angeles Dodgers of their star shortstop for an undetermined amount of time, it had a massive impact on the National League Most Valuable... | Sports |
https://www.dailymail.co.uk/femail/article-13488283/Ex-girlfriend-barbaric-crossbow-cannibal-recalls-horror-abuse-10-year-relationship-broke-nose-regular-beatings-drugged-abducted-dogs.html | dailymail.co.uk | A woman who dated the barbaric 'crossbow cannibal' for a decade before he was convicted of murdering three women has relived her ordeal in their abusive relationship. Kathy Hancock, 37, from the Isle of Wight, who was once a prison officer at Full Sutton Prison, near York, recounted her ten years of torture and abuse a... | Crime |
https://www.dailymail.co.uk/wires/afp/article-13490119/Top-US-government-scientist-grilled-Covid.html?ns_mchannel=rss&ns_campaign=1490&ito=1490 | dailymail.co.uk | Top US government scientist grilled on Covid By Afp Published: 13:47 EDT, 3 June 2024 | Updated: 13:47 EDT, 3 June 2024 Anthony Fauci, former director of the National Institute of Allergy and Infectious Diseases, testifies at a coronavirus pandemic hearing on June 3, 2024 Former US government scientist Anthony Fauci an... | Politics |
https://www.dailymail.co.uk/tvshowbiz/article-13524513/Kanye-West-three-hour-sexual-encounter-list-celebrity-Viagra-lawsuit.html?ns_mchannel=rss&ns_campaign=1490&ito=1490 | dailymail.co.uk | Kanye West boasted about a three-hour sexual encounter with A-list celebrity that was fueled by Viagra, ex-OnlyFans model Lauren Pisciotta alleges in her bombshell sexual harassment lawsuit against the rapper. New details revealed in court docs reviewed by The U.S. Sun Wednesday reveal Pisciotta, 35, said West, 47, wou... | Pop Culture |
https://www.dailymail.co.uk/wires/ap/article-13531309/Political-leaders-soccer-greats-attend-Euro-2024-curtainraiser-Germany-Scotland.html?ns_mchannel=rss&ns_campaign=1490&ito=1490 | dailymail.co.uk | Political leaders and soccer greats to attend Euro 2024 curtainraiser between Germany and Scotland By Associated Press Published: 12:36 EDT, 14 June 2024 | Updated: 12:37 EDT, 14 June 2024 MUNICH (AP) - Notable figures from the worlds of politics and soccer were set to attend the opening match of the European Champions... | Sports |
https://www.breitbart.com/politics/2024/06/21/trump-campaign-donations-surge-in-post-trial-boost-driven-by-loyal-supporters/ | breitbart.com | The Republican National Committee (RNC) and an allied super PAC alongside the Trump campaign together boasted a massive fundraising haul of more than $170 million to the end of May, including tens of millions banked in the wake of his Manhattan business records trial. As the former president’s coffers for the 2024 camp... | Politics |
https://screenrant.com/rooster-tv-show-2026-review/ | screenrant.com | Rooster Has Great Gags, But Is About As Messy As Its Characters Led by 11-time Emmy nominee Steve Carell , Rooster centers on Greg Russo, the bestselling author behind a collection of pulp noir novels who has been in something of an emotional rut in the wake of getting divorced from his wife and the other mother of the... | Entertainment |
https://abcnews.go.com/International/wireStory/passenger-plane-lands-safely-new-zealand-after-fire-111175156 | abcnews.go.com | WELLINGTON, New Zealand -- A passenger plane landed safely at a New Zealand airport Monday after a fire shut down one of its engines, the nation’s fire service said. The Virgin Australia Boeing 737-800 jet bound for Melbourne, Australia, landed in the New Zealand city of Invercargill after the fire forced a diversion. | Travel |
https://www.cbsnews.com/baltimore/news/decades-old-lawsuit-takes-latest-legal-hurdle-in-court-battle-over-more-public-funding/ | cbsnews.com | BALTIMORE -- A decades-old Baltimore lawsuit is going through its latest legal hurdle. First filed in 1994, the Bradford v. Maryland State Board of Education from the start aimed to bring more public funding to Baltimore City Public Schools. Civil rights lawyers argued in the state appellate court Monday to overturn th... | Education |
https://www.bonappetit.com/story/italian-american-goes-global | bonappetit.com | This story starts with mass migration. In the late 19th century, economic conditions in Southern Italy had deteriorated and millions of Italians set sail for America in search of opportunity and the gold-paved streets of which they’d been told. Many settled in the northeastern United States, sometimes strictly segregat... | Food & Drink |
https://www.forbes.com/sites/michaelfoster/2024/06/11/how-to-bag-massive-91-dividends-as-ai-bubble-pops/ | forbes.com | Close-up of a woman's face with a pink bubble gum. Vintage comic style. getty You probably remember the first time you heard about ChatGPT. The AI tool’s lifelike responses seemed like magic—so much so that people were debating whether generative AI tools like it were actually conscious. Such a debate was honestly a bi... | Business and Finance |
https://screenrant.com/sxsw-2026-preview/ | screenrant.com | But, look a little closer, and you'll find some slightly more hidden gems. Indie horrors abound, as do queer genre mashups. Provocative documentaries comment on a range of pressing social topics like social media addiction and trans healthcare, and heroes of the sports world. Some films touch on each of SXSW's platform... | Entertainment |
https://www.foxnews.com/politics/cornell-law-professor-calls-invoke-25th-amendment-biden-debate-performance | foxnews.com | Join Fox News for access to this content You have reached your maximum number of articles. Log in or create an account FREE of charge to continue reading. By entering your email and pushing continue, you are agreeing to Fox News' Terms of Use and Privacy Policy , which includes our Notice of Financial Incentive . Pleas... | Politics |
https://www.dailymail.co.uk/wires/reuters/article-13532269/D-C-United-brace-tough-task-vs-stingy-Charlotte-FC.html?ns_mchannel=rss&ns_campaign=1490&ito=1490 | dailymail.co.uk | D.C. United brace for tough task vs. stingy Charlotte FC By Reuters Published: 17:54 EDT, 14 June 2024 | Updated: 17:54 EDT, 14 June 2024 D.C. United frequently has trouble scoring goals, though there are signs of improvements in that area. Their next opportunity comes Saturday night against host Charlotte FC, who have... | Sports |
https://www.latimes.com/sports/chargers/story/2024-06-11/jim-harbaugh-quarterback-justin-herbert-camp-pendleton | latimes.com | Despite everything he did at Oregon, despite 17,000 NFL passing yards and 114 touchdown tosses and all the records already set as a Charger, Justin Herbert has never stood out quite like this on a football field. Wrapped in a golden jersey while everyone else is dressed in blue or white, Herbert literally has resembl... | Sports |
https://www.businessinsider.com/major-tesla-shareholder-opposes-elon-musk-pay-package-2024-6 | businessinsider.com | Christopher Ailman, chief investment officer for the California State Teachers' Retirement System, told CNBC on Monday that the massive state pension fund is voting no on Musk's astronomical compensation package. The package, which was worth $56 billion when investors initially voted on it in 2018, was down to about $ ... | Business and Finance |
https://www.dailymail.co.uk/news/article-13546409/Teenage-killer-stabbed-boy-death-crowded-dancefloor-named-anonymity-order-lifted.html | dailymail.co.uk | BREAKING NEWS Teenage son of Ukrainian parents who stabbed boy, 17, to death on crowded dancefloor is named as anonymity order is lifted By Aidan Radnedge Published: 06:02 EDT, 19 June 2024 | Updated: 06:35 EDT, 19 June 2024 A teenage killer who fatally stabbed another boy on a crowded dance floor can be named for the ... | Crime |
https://www.dailymail.co.uk/sport/football/article-13509543/West-Ham-AGREE-19-2m-deal-sign-highly-rated-Brazilian-youngster-Luis-Guilherme-Palmeiras.html | dailymail.co.uk | West Ham AGREE a £19.2m deal to sign highly-rated Brazilian youngster Luis Guilherme from Palmeiras West Ham inching closer to signing 18-year-old Palmeiras winger Luis Guilherme Brazil youth international has agreed to join Irons in a deal worth £19.2million Click here to follow Mail Sport’s Euro 2024 WhatsApp Channel... | Sports |
https://edition.cnn.com/profiles/hannah-rabinowitz-bio | edition.cnn.com | Maurene Comey, fired by Trump DOJ, says ‘fear is the tool of the tyrant’ in memo to her former colleagues Jul 17, 2025 Maurene Comey, a federal prosecutor and the daughter of former FBI director James Comey, told her former colleagues in an email that her sudden firing should “fuel the fire” of their work fighting abus... | Politics |
https://abcnews.go.com/US/wireStory/tornado-hits-michigan-warning-killing-toddler-twister-maryland-110886642 | abcnews.go.com | LIVONIA, Mich. -- A toddler was killed and his mother was injured when a tornado struck suburban Detroit without warning, while five people were injured when a tornado in Maryland collapsed structures and trapped people inside. Officials in Livonia, Michigan, said the tornado tore through several neighborhoods on Wedne... | Disasters |
https://www.goodhousekeeping.com/holidays/halloween-ideas/g29579568/classic-halloween-movies/ | goodhousekeeping.com | 70 Best Halloween Movies of All Time to Watch Tonight From horror classics to family-friendly Halloween movies, these will keep you busy throughout spooky season. 14 1 Sweeney Todd (2007) Dreamworks/Paramount Distribution A film adaptation of the hit Stephen Sondheim musical, folks attend the tale of a long-lost barber... | Entertainment |
https://www.everydayhealth.com/womens-health/creatine-and-perimenopause-what-you-need-to-know/ | everydayhealth.com | Creatine is being explored for a wide range of uses, including cognition and brain health, age-related declines in skeletal muscle and bone mineral density, skin aging, neurodegenerative diseases, diabetes, osteoarthritis, and fibromyalgia. [ 4 ] [ 5 ] Many of these conditions are experienced by women in perimenopause ... | Medical Health |
https://www.dailymail.co.uk/news/article-13522227/twilight-zone-movie-accident-helicopter-director-death.html | dailymail.co.uk | The devastating accident on the set of Twilight Zone: The Movie saw a star actor and two children die horrifically in a fiery helicopter crash. Years of litigation followed, threatening to upend the career of one of Hollywood's greatest directors as he faced accusations of recklessness and neglect. The tragedy occurred... | Entertainment |
https://www.latimes.com/politics/story/2024-06-09/california-rep-ro-khanna-democrat-biden-surrogate | latimes.com | DEARBORN, Mich. — Rep. Ro Khanna, one of President Biden’s most visible supporters, came to Michigan recently to accept a “courage in public service” award from an Arab American group that opposes American support for Israel in Gaza — and detests Biden. The tension of the California congressman’s dual roles — as a pre... | Politics |
https://www.thegatewaypundit.com/2024/06/tom-homan-sara-carter-victor-avila-border-911/ | thegatewaypundit.com | Guest post by Paul Drabik The fight for Border Security started long before the pivotal Presidential election of 2024. Tom Homan is the former Director of U.S. Immigration and Customs Enforcement (ICE) under the Trump administration. Homan and his new non-profit, Border911 , will be in Chicago on June 12th 2024. Border... | Politics |
https://www.dailymail.co.uk/health/article-13522187/patients-lawsuit-ozempic-mounjaro-makers-deadly-complications.html | dailymail.co.uk | The pharma firms behind blockbuster weight loss drugs could face up to 10,000 lawsuits from patients who claim the drugs caused debilitating side effects like stomach paralysis and 'tearing holes' in the food pipe. Ozempic and sister shots like Wegovy and Mounjaro have recently come under fire over claims that the inje... | Medical Health |
https://www.cbsnews.com/sacramento/news/where-is-california-forever-getting-the-water-for-new-city/ | cbsnews.com | SOLANO COUNTY -- California Forever released a report Tuesday addressing one of the biggest questions surrounding its billionaire-backed push to build a new city on Solano County farmland: where exactly they are getting the water to sustain a community of up to 400,000 people? Leaders say this initial review found they... | Real Estate |
https://www.cbsnews.com/sacramento/news/smoke-detectors-credited-with-helping-2-people-escape-early-morning-house-fire-in-stockton/ | cbsnews.com | Two people escape house fire in Stockton Two people escape house fire in Stockton 00:44 STOCKTON – An investigation is underway after a house fire in Stockton early Monday morning. It happened on Eiffel Drive at Germain Lane. Stockton Fire says it started in the garage and caused extensive damage to part of the home. B... | Disasters |
https://abcnews.go.com/US/wireStory/young-gay-latinos-rising-share-new-hiv-cases-111360569 | abcnews.go.com | CHARLOTTE, N.C. -- Four months after seeking asylum in the U.S., Fernando Hermida began coughing and feeling tired. He thought it was a cold. Then sores appeared in his groin and he would soak his bed with sweat. He took a test. On New Year’s Day 2022, at age 31, Hermida learned he had HIV . “I thought I was going to d... | Medical Health |
https://www.thecooldown.com/green-business/sustainable-ikea-carbon-footprint-reduce-waste/ | thecooldown.com | How is the world's largest furniture retailer reducing its carbon output while increasing revenue? It may be in the Swedish meatballs. Or, more accurately, the plant-based hot dogs and vegetable balls. Offering meat alternatives is just one way Ikea is at the forefront of sustainable and equitable business at a massive... | Business and Finance |
https://www.thesprucepets.com/definition-of-gelding-1886645 | thesprucepets.com | Key Takeaways "A gelding is a castrated male horse, donkey, or mule, often resulting in a more even-tempered animal that's easier to handle." "The optimal age for gelding a horse is before one year old, after the testicles have descended into the scrotum." "Gelding is a simple procedure performed by a veterinarian, and... | Pets |
https://www.indiatimes.com/news/sports/top-10-players-to-watch-out-for-in-india-vs-pakistan-t20-world-cup-2024-clash-635950.html | indiatimes.com | The stage is set for one of the most-anticipated matches of the ongoing T20 World Cup 2024: India vs Pakistan. This clash is scheduled for Sunday, June 9, at the Nassau County International Cricket Stadium in New York. With Pakistan reeling from a surprising defeat to co-hosts USA, the stakes for this match have never ... | Sports |
https://www.dailymail.co.uk/wires/pa/article-13509567/Northern-Ireland-thrashed-Spain-despite-taking-early-lead.html?ns_mchannel=rss&ns_campaign=1490&ito=1490 | dailymail.co.uk | Northern Ireland thrashed by Spain despite taking early lead By PA Media Published: 17:31 EDT, 8 June 2024 | Updated: 17:31 EDT, 8 June 2024 Daniel Ballard’s early goal had Northern Ireland dreaming of an upset but it turned into a sobering night in Mallorca as Spain ran out 5-1 winners in their final Euro 2024 tune-up... | Sports |
https://www.dailymail.co.uk/news/article-13584977/Australias-homelessness-crisis-Tragic-story-Landcruiser-parked-outside-mens-shelter-Adelaide-CBD.html?ns_mchannel=rss&ns_campaign=1490&ito=1490 | dailymail.co.uk | By Lisa Edser For Daily Mail Australia Published: 10:27 EDT, 30 June 2024 | Updated: 10:33 EDT, 30 June 2024 An elderly homeless man has died sleeping in his car outside a men's homeless shelter after overnight temperatures plummeted. Dominic, aged in his 80s, was discovered dead inside his white Landcruiser, which was... | Politics |
https://www.thegatewaypundit.com/2024/06/elon-musk-drops-truth-bomb-leftwing-extinctionist-movement/ | thegatewaypundit.com | The globalists had a difficult weekend. Far-right parties, also called centrists, were victorious in the EU elections on the continent in country after country. The far left globalists saw their grip on power collapsing. Reality got in the way. The far left today lives on fantasies and destruction of order not just in ... | Politics |
https://arstechnica.com/gadgets/2026/01/review-amds-ryzen-7-9850x3d-is-a-little-faster-and-a-lot-more-power-hungry/ | arstechnica.com | Performance and power consumption The first thing to notice about the 9850X3D is that its multi-core performance is essentially indistinguishable from the 9800X3D. If anything, the 9800X3D seems marginally better behaved in our Handbrake video encoding tests, which could come down to anything or nothing—maybe it’s an a... | Technology & Computing |
End of preview. Expand in Data Studio
IAB News Article Classification Dataset
A labeled dataset of 106,280 English-language news articles classified into 35 IAB Content Taxonomy 3.1 Tier 1 categories. Intended as training data for fine-tuning a BERT-based text classifier.
Dataset Description
Each row contains the full article text, its source URL and domain, and a single IAB Tier 1 category label assigned by GPT-5-nano via the OpenAI Batch API.
Columns
| Column | Type | Description |
|---|---|---|
url |
string | Source URL of the article |
domain |
string | Publisher domain (e.g. nytimes.com) |
maintext |
string | Extracted article body text |
iab_category |
string | IAB Content Taxonomy 3.1 Tier 1 label |
Category Distribution
| Category | Count |
|---|---|
| Politics | 16,867 |
| Sports | 11,401 |
| Business and Finance | 8,157 |
| Entertainment | 7,092 |
| Medical Health | 5,686 |
| Crime | 5,447 |
| Technology & Computing | 4,927 |
| Food & Drink | 4,740 |
| Science | 4,576 |
| Travel | 3,474 |
| Home & Garden | 3,417 |
| Pop Culture | 3,259 |
| Law | 2,212 |
| War and Conflicts | 2,157 |
| Disasters | 2,102 |
| Healthy Living | 2,065 |
| Style & Fashion | 1,613 |
| Automotive | 1,596 |
| Education | 1,551 |
| Personal Finance | 1,501 |
| Shopping | 1,379 |
| Pets | 1,304 |
| Fine Art | 1,290 |
| Family and Relationships | 1,213 |
| Real Estate | 1,035 |
| Video Gaming | 1,018 |
| Events | 836 |
| Religion & Spirituality | 753 |
| Hobbies & Interests | 711 |
| Books and Literature | 653 |
| Personal Celebrations & Life Events | 620 |
| Attractions | 538 |
| Careers | 515 |
| Communication | 376 |
| Holidays | 199 |
Data Sources
Articles were collected from two sources:
- Common Crawl CC-NEWS — WARC archives filtered to a curated list of major English-language news domains
- Spider.cloud — Targeted crawls of additional domains to improve coverage of underrepresented IAB categories
Text was extracted from raw HTML using readability-lxml and BeautifulSoup, then filtered for minimum length and quality.
Labeling Process
Labels were generated using GPT-5-nano through the OpenAI Batch API with structured outputs (JSON schema constrained to valid Tier 1 categories). Each article's first ~512 words were sent with the full list of 35 valid categories. The model was instructed to select exactly one Tier 1 category per article.
Intended Use
This dataset is designed for fine-tuning a BERT (or similar transformer) model to classify news articles into IAB Content Taxonomy Tier 1 categories — replacing the LLM labeler with a fast, cheap, local classifier suitable for production-scale inference.
Suggested Train/Test Split
The dataset is provided as a single split. A typical approach:
from datasets import load_dataset
ds = load_dataset("YOUR_USERNAME/YOUR_REPO_NAME")
ds = ds["train"].train_test_split(test_size=0.1, seed=42, stratify_by_column="iab_category")
Limitations
- Labels are LLM-generated, not human-verified. Expect some noise, particularly for ambiguous articles that could fit multiple categories.
- Category distribution is imbalanced — reflects the natural distribution of news topics plus targeted crawling for underrepresented categories.
- Articles are predominantly from US/UK English-language publishers.
- The
maintextfield quality depends on the HTML extraction pipeline; some articles may have formatting artifacts.
Citation
If you use this dataset, please reference the IAB Content Taxonomy:
Interactive Advertising Bureau. IAB Content Taxonomy 3.1. https://github.com/InteractiveAdvertisingBureau/Taxonomies
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