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[ "The Tennessee Board of Parole on Tuesday recommended a pardon for country music star Jelly Roll, a Nashville native who has spoken openly about his criminal record and what it has taken to overcome it.", "U.S. Vice President JD Vance and the Second Family visit the Taj Mahal, in Agra, India.\n\nOn his visit to the country, Vance called for greater U.S. collaboration with India in sectors such as defense, energy and technology.", "A new photo showing a gap-toothed Prince Louis, who is the youngest son of the Prince William and Princess Kate, has been released to mark his seventh birthday.", "Pope Francis’ body was moved to lie in state in St. Peter’s Basilica in the Vatican Wednesday, where it will remain for three days of public viewing before his funeral service on Saturday.", "Officials from Britain, the U.S., European nations and Ukraine will meet in London on Wednesday to push for a peace deal between Moscow and Kyiv.", "At least 26 people were killed and 17 others wounded after gunmen opened fire on a group of tourists in Indian-controlled Kashmir, the worst assault in years targeting civilians in the restive region.", "A federal review of helicopter safety around some of the busiest U.S. airports, prompted by the deadly midair collision between a passenger jet and Army helicopter in Washington, D.C., revealed dangerous flying conditions at the Las Vegas airport.", "BREAKING: A 6.2 magnitude earthquake has rattled much of Turkey Wednesday morning, according to the United States Geological Survey.\n\nNo casualties have been reported so far, but hospitals reported many patients were admitted due to anxiety.", "NEW: European Union watchdogs fined Apple and Meta hundreds of millions of euros Wednesday as they stepped up enforcement of the 27-nation bloc’s digital competition rules.", "Pope Francis’ coffin has now been moved to St. Peter’s Basilica, where he will lie in state until his funeral on Saturday.\n\nTens of thousands are expected to pay their respects over the next several days before he is laid to rest." ]
[ "Mali's military leader Gen Assimi Goïta has won the backing of key political allies to be declared president for the next five years.\nThe 41-year-old, who has seized power twice, was named transitional president after his last coup in 2021.", "Taiwan has condemned Somalia for banning travellers with Taiwanese passports from entering or transiting through the East African country.\nTaiwanese are warned against traveling to Somalia or Somaliland for their own safety before the ban is lifted.", "The bodies of three police officers were discovered by divers in South Africa's Hennops river, six days after they were declared missing.\nThe police are still looking for the VW Polo that the officers were travelling in." ]
[ "Hi guys! FATAL FURY: City of the Wolves launches TODAY, which now officially makes me a character in the game!\nDownload the game today & check out how I sync up my football skills with my South Town character!\nHope you're ready to REV IT UP with me!" ]
[ "Next week, Grok 3.5 early beta release to SuperGrok subscribers only.\nIt is the first AI that can, for example, accurately answer technical questions about rocket engines or electrochemistry.\nGrok is reasoning from first principles and coming up with answers that simply don't exist on the Internet.", "Scott Jennings hammers Dem narrative that Trump is losing the political battle over immigration:\n“When it all shakes out, what are they going to be able to say? Donald Trump effectively closed the southern border just by taking office.\"\n“The old way was, hey, just get here and we'll find a way and it'll probably work out for you. The new message is, don't come here, please don't come here. And now people know that we mean it.\"\n“When it all shakes out. I think we're going to find that Donald Trump inherited the biggest mess of all was on immigration.\"\n\"He had the biggest cleanup job to do on it, and he ultimately did what he had to do to bring order to it.\"\n\"I still think it's their number one issue.\"" ]
[ "They found themselves in a secluded corner at the corridor's end, beneath a flickering emergency light. Alexander's hand moved instinctively to his pocket - reaching for cigarettes he couldn't smoke in this non-smoking building. His fingers trembled slightly.", "The rain drummed against the window of the porter's lodge at Ritchie Apartments. Old John was absorbed in his daily crossword when the door burst open, making him start violently. His aged hands trembled as he hastily gathered the scattered papers.", "In the security room, they reviewed the CCTV footage. The first clip showed a tall, slim girl entering the building, her movements oddly rigid. She never appeared in any subsequent footage. The second clip showed Thomas returning the keys, his expression chilling.", "The rain had started again, a fine, persistent drizzle that seemed to blur the edges of reality itself. Somewhere in the distance, a church bell tolled, its sound muffled by the thick atmosphere, as if even it were trying to tell him something he couldn't quite understand.", "He'd never seen the sea before, but there it was, some ways away, flat and endless. The sun was directly above but still the magic of the Shadowlands was strong. Scattered rays of orange and purple burst over the horizon, and pink clouds puffy with twilight cruised leisurely above the waves.", "The city that stood before it was nearly as enchanting. The high stone walls cut a dark path across the land, following the meandering of a river on its north side as it flowed east to west and spilled into the sea. Tiny points of light burned along the towers and spires above the crenelations.", "North of Aubany and the Brightwater, the Downs rolled like a carpet of dwellings from hills to seashore. The unwalled metropolis was so dense with buildings a ribbon of sky above it burned perpetually orange with lamplight.", "Stump was too entranced by the sprawl to be offended. \"My tribe's what I'm trying to get away from,\" he said as his eyes flickered across the conflicting textures of the Outerward.", "It might've been dusk, but Penny Square was bleeding light and colour.", "It sprawled around an ancient tree, taller and wider than the buildings of the square. Instead of leaves the many gnarled branches were strung with dozens of chromatic fungal lights. Ropes webbed from its crown, themselves hung with glowcaps, bridging the tree to the structures around it.", "The scent of dung and sweat hung in the air and urged Stump to breathe deep. It reminded him of the glorious rotting thrones of the matrons.", "And it was madness. Stalls sat askew in the mud. Gangs of many races swaggered by or lounged by the signage indicating their companies. \"Hellcats\" was scrawled on a sign nailed to a stake, and beneath it mingled a posse of catfolk strapped in leather armour and brandishing knives and hatchets.", "\"The Bottom Feeders\" milled about behind a stall awash in lantern light and etched with the approximation of a blue crab. \"Blightwater Scoundrels\", \"The Ups and Downs\", \"Silverwings\", \"Shields of Dusk\". The penny companies.", "Stump weaved between them largely unnoticed. Jin had broken off some time ago to shop for a new cask of Amber Glow and some ingredients for their stews, and left Stump to navigate the tumult alone.", "Morsels of conversation fell his way—job requests, the haggling of price and reward, a joke here, an angry reply there. A human of the Caper Brothers clasped the hand of a burly green-skinned fellow, sealing their transaction. Elsewhere coins clattered on a table and spilled in the mud. A short, hairy creature of Fool's Folly diligently scratched notes while his companion negotiated with a cloaked patron.", "He dawdled about the confused brew of shady deals until he spotted a poorly carved door in the trunk of the tree, and a barely legible sign above it that read, \"PENNY HALL\".", "Jin was towering above the crowd near the entrance to the square when Stump returned. The oxfolk balanced a keg over one shoulder and a sack under an arm, and was looking rather peeved.", "\"Nearly a silver for this keg. A silver,\" he complained. \"I'd be more willing to part with a lung if they'd ask.\"", "Stump looked up at the tall oxfolk, whose head blotted out the sun. \"Do you have any paint?\" he said.", "Jin gave him a cautious look. \"What for?\"", "Seeing the battle’s outcome firmly decided, William let out a breath of relief.\nThe scattered and struggling remnants of the enemy forces no longer had the strength to change the tide.\nTheir complete annihilation was only a matter of time.", "From dusk until nightfall—less than five hours in total—the battle’s intensity and casualty rate had far exceeded any engagement William had ever experienced before.\nIf not for the enemy commander’s reckless advance, which allowed William to launch a successful ambush, this elite reinforcement army of heroes and elites could easily have doubled the losses they inflicted on the Swarm.", "Despite William’s precise control, the battle had left significant losses among his forces.\nThe Thunder Drake swarms were almost unscathed, but all other insect units suffered heavy casualties.\nThe suicide leapers had only about 100,000 remaining—practically annihilated by Swarm standards.\nWilliam estimated he wouldn’t hatch more suicide leapers in the future, instead replacing them with explosive dragonflies.", "Of the over 200 million mutated leapers, after enduring both artillery bombardment during retreat and relentless pursuit from 10 million Divine Power Mechs, less than 100 million remained.", "The mutated drake and flying leaper swarms had been struck first by the heavy war machines, then battered by gunship attacks and sweeping fire.\nEven in the mopping-up phase against isolated gunships and mechs, they continued to take losses.\nWilliam estimated that by the time the enemy was completely wiped out, of the 140 million mutated drakes he had deployed yesterday, roughly 40 million would have fallen.\nAs for the other 200 million flying leapers—with defenses similar to the mutated drakes—they too had suffered catastrophic losses under the barrage.\nConservatively, over 100 million had been shot down.", "Losing over 250 million insect units in a single battle made William feel as though his heart was being carved out.\nIf he couldn’t salvage and repair those ten pseudo-heroic V3 heavy war machines to recoup some of the losses, this entire battle would have been a net loss.", "As the carnage and blazing light in the sky gradually faded and disappeared entirely, the insect tide regrouped.\nIn the dark, countless insectoid eyes glowed faintly.", "William led a portion of the Thunder Drakes to slowly drag the remains of the ten heavy war machines back to the industrial city.\nThe rest of the Swarm, following William’s orders, began sweeping the battlefield—capturing any surrendering cyclopean soldiers and devouring everything edible.\nHowever, all fallen mechanical wreckage was to be collected as thoroughly as possible.", "It had been a long day. Way too long, too tiring, too draining on even the greatest, strongest, most exalted of beings.", "Take the most tiring day you can think of and multiply it by having to tell over 90% of humanity, each of whom you know since birth and love more than yourself, face to face, that you'll never see each other again. And then sending them off to go suffer for eternity.", "El had fought for them all, every single one of them, every waking day of their lives, and again today for one last time. It had been so sad, so frustrating, so heartbreaking.", "If one were to go through all that, their first instinct might be to cry, to crawl in bed and let the sweet embrace of either sleep or death claim them, or to simply run away.", "El had chosen the last option.", "Far removed from the realm of human existence, there is a plane of nothingness, a place outside reality, devoid of time and even space. And yet it existed. No laws of nature, science, causality or even basic logical concepts could apply there. If something could exist in said place, it would be utterly inconceivable to any mortal being.", "\"Hello, old friend,\" a soothing, alluring and faint, yet undeniably powerful voice called out to the being. Not receiving an answer, it continued cautiously, \"I believe it has been quite a while since we last had the pleasure. I imagine you might not be in the best of moods and I'm sure you want all of this over with: Would you at least hear what I have come here to say?\"", "For an immeasurable amount of time, El did not respond. If time existed here, and it would, if El willed it to, it would not have been on Belial’s side though, prompting him to try again.", "Now sadly still not wide awake, but with his head below his linen blanket laid the primary recipient of this last message. Weighing the pros and cons of a couple more minutes of rest and pissing off the broadcaster, he decided that another 5 laps around the whole camp did not have to be on this morning's agenda. And so he grumpily got up. Grumpily put on his glasses, jacket and boots. Grumpily did a poor excuse of a morning routine in his closest communal bathroom and somehow even more grumpily made it probably just in time to the training grounds.", "Nathan did his best to charge his gaze with as much discontent as humanly possible as he locked eyes with the assailant of his morning peace. Unsurprisingly, that glare made him lose sight of his surroundings and he soon bumped into one of the other unlucky morning trainees.", "“Oh, sorry… eer, Mike?”, he halfheartedly apologized.", "The Major sighed deeply and waved his finger over different areas of the enemy camp while he explained. “Yes, I am aware. However, based on the other buildings and their placements, I am certain that this building has nothing to do with any civilian activities. It will be a gamble as to what supplies we’ll be hitting, but food and necessities that pertain to the civilians, as well as sanitary facilities should be located closer to their living areas. And what counts for a hospital would normally be bigger in size to accommodate patients and also store medical supplies. My guess is as good as yours, but I ask you to trust my judgment on this.”", "“Right, Sir. I shall trust your judgment. Then, what should I do in case…”", "After some questions and some contemplative answers, Nathan had a clearer picture of the mission and asked his usual final questions.", "“Final questions, you know the drill: What are my chances of successfully completing the mission and what happens in case of failure?”", "Join the kitchen staff, he said. It’ll be fun, he said.", "Alan took a plate from where Shelley, the one washing the dishes, just placed it to dry off, swiping the moisture away with his towel and placing it onto the stack to the left of him. He had truly become a keg in the well-oiled machine that was the kitchen staff’s post-meal dishwashing process.", "He was currently humming the refrain of one of the few songs he knew and actually liked, though actually listening to it was only possible once in a blue moon due to the limited amount of energy available to charge any private electrical devices.", "On a more positive note, they were almost done for this breakfast’s dishes and he didn’t have another cleaning shift until tomorrow. Finishing the last plate and stacking it up, he did a quick eye-sweep of the tent they dared call a kitchen and concluded his job was done.", "Why’d I get stuck here? What am I even doing with my life? Day in, day out, nothing but boring and repetitive manual labor. This sucks. Well, I mean it could be worse. It can always be worse I guess. I could be stuck in here with a boatload of dudes like my brother. Surrounded by nothing but men in a platoon is not something I’m jealous of.", "He smiled gleefully and returned his thoughts to the matter at hand. What they would plan to make tomorrow. Cooking for over eighty hungry people is not an easy task. Planning it isn’t any easier. Normally, protein-rich foods are scarce, but just yesterday a patrol came across a wild boar and managed to shoot it.", "Hopefully today will bring similar results, he thought, but knew better than to hope for it. I’ll think of what to do while I go for a walk. No point spending more time than necessary in here.", "“I’m off Shelley, Emmy, see you later when we plan tomorrow's meal,” he let the middle-aged woman and her daughter know he was leaving. His proclamation was met with a loud, hearty goodbye followed by another more timid one.", "Alan exited the tent and took a breath of fresh air for what felt like the first time in hours. Which was entirely accurate. The fan that was holding on for dear life providing some form of ventilation finally broke down in their shift today, so he filed a mental note to visit the workshop responsible for repairs on his way back and then set out. He made his way through the crate-littered path that connected the kitchen's staff exit with the canteen's seating area. His eyes drifted to the Major's leaf green military tent, strategically placed to have the shortest walking distance to the canteen counter. The entrance was adorned by a weather worn red sign barring entrance to unbidden visitors.", "Alan didn't particularly like the old fart, as his brother liked to call him. He always complained, nagged, was never content with the food either, but still showed up first in line without fail. Every single day. Which was honestly remarkable. Still, he supposed, their current life would not be possible without him. He and his brother worked their butts off for the greying man, but they were able to have three meals every day, one of which was always warm. From what he knew, not many in the entire world still had that luxury.", "After he crossed the seating area and walked past a couple more tents, he turned into a less busy side alley that, after following it to the end, gave way to an open space with a tall stone wall. There, he immediately found the trusty companion he spent most of his solitary pastimes with. Alan skillfully placed the soccer ball with his left foot on the right one and kicked it in the air. He juggled and kicked it against the wall a couple of times when his mental juggle-count was thrown off by the appearance of a welcome guest.", "The sound of flames can be heard. Screams of despair and pain. The palace of the paladin Lin Keeper was burning... The scent of burning filled the entire kingdom of Alahead, a low-tech kingdom but with very precious infrastructure.", "The rain fell with that soft sound, but it only brought sadness when remembering the past. A boy walked along the sidewalk with nothing to cover himself from the small drops of water that fell; his hair was red, and he wore dark purple pants. He had black boots, black gloves, a blue shirt, a red vest, and a blue trench coat. Additionally, on his belt, there was a recognition insignia. He walked under the rain with a large backpack on his back. His gaze was empty and only reflected sadness; the rain only intensified it." ]

My Text Samples Dataset

Dataset Description

Sample of data, can be used to validate text rules.

Data Splits

No data splits.

How to Use

You can load the dataset using the following Python code:

from datasets import load_dataset

dataset = load_dataset("david-e-g/Texts_Samples")

Acknowledgements

Portions of this dataset are derived from publicly available user-generated content on X (formerly Twitter), and Royal Road. The texts are used solely for research and benchmarking purposes. All rights remain with the original content creators.

@misc{XPlatform,
  title = {X (formerly Twitter)},
  author = {{X Corp.}},
  howpublished = {\url{https://x.com}}
}
@misc{RoyalRoad,
  title        = {Royal Road},
  author       = {{Royal Road}},
  howpublished = {\url{https://www.royalroad.com}}
}
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