Datasets:

agentlans
/

high-quality-text

text stringlengths 25 68.8k	quality float64 1 2.58	source stringclasses 5 values
Longest subarray having average greater than or equal to x Given an array of integers and an integer x. Find length of maximum size subarray having average of integers greater than or equal to x. Examples: Input : arr[] = {-2, 1, 6, -3}, x = 3 Output : 2 Longest subarray is {1, 6} having average 3.5 greater than x = 3....	2.540664	EssentialAI/eai-taxonomy-stem-w-dclm-100b-sample
A precursor of the modern day helicopter, the Aerial Screw designed by Leonardo da Vinci was designed to compress air in order to obtain flight. Now you can build this model straight from da Vinci's musings and marvel at how ahead of his time he truly was. Snap together assembly, no glue required. Recommended ages 8 an...	1.389574	HuggingFaceFW/fineweb-edu
, the right-wing watchdog group that has taken up the cause of forcing everyone in the Air Force to swear an oath to God -- regardless of their clear constitutional right not to -- claims that the proponents of forced religious oaths in the military have history on their side, saying: While this oath has undergone modi...	1.75605	Zyphra/Zyda-2
JournalArticleobiedkov2009buildingBuilding access control models with attribute exploration2009ObiedkovSergeiKourieG.DerrickEloffJ.H.P.2-728 ISSN: 0167-4048 DOI: 10.1016/j.cose.2008.07.011Computers and Security1–2http://www.sciencedirect.com/science/article/pii/S0167404808000497The use of lattice-based access control m...	1.029438	EssentialAI/eai-taxonomy-stem-w-dclm-100b-sample
By Justin Moyer The Washington Post — Defense Secretary Leon Panetta signed an order Thursday allowing women the same opportunities as men to serve in combat, including formerly off-limits assignments on attack submarines and in the Navy SEALs. Just two weeks before the announcement, researchers from San Diego's Naval ...	1.453993	HuggingFaceFW/fineweb-edu
A WiFi is an electronic device that allows for the transfer of information from one place to another as a patient portal aegislabs. It is used in an office environment or to provide a "hotspot" to several devices. It also provides access to social networking sites and real-time streaming. WiFi is a device-to-device con...	2.121991	m-a-p/FineFineWeb
What are Predictive Analytics? Predictive analytics refers to the analysis of big data to make predictions and determine the likelihood of future outcomes, trends or events. In business, it can be used to model various scenarios for how customers react to new product offerings or promotions and how the supply chain mig...	1.856408	openbmb/Ultra-FineWeb
Breast Cancer: Introduction What is cancer? Cancer starts when cells in the body change (mutate) and grow out of control. Your body is made up of tiny building blocks called cells. Normal cells grow when your body needs them, and die when your body doesn't need them any longer. Cancer is made up of abnormal cells that ...	2.489507	openbmb/Ultra-FineWeb
's instructions to update or reprogram the modules using the appropriate tools and software. - This process should help resolve any software-related issues that could trigger code p1607. Remember to consult a professional if you are unsure about any of these procedures or if the issue persists after attempting the sugg...	1.772398	openbmb/Ultra-FineWeb
Handling multiple event types in a topic Question: How can you have multiple event types in a topic and maintain topic-name subject constraints? Edit this page Example use case: You have distinct but related event types and you want to produce them to the same topic, but you also want to maintain topic-name subject con...	1.703621	EssentialAI/eai-taxonomy-stem-w-dclm-100b-sample
Latest News & Updates Dr. Susan David is a Psychologist at Harvard Medical School and is a founder and co-director of the Institute of Coaching at McLean Hospital of Harvard Medical School. In her Ted Talk about emotional agility, which you can find here, she discusses the concept of emotional agility, how society has ...	1.041105	Zyphra/Zyda-2
Family: Scolopacidae, Sandpipers view all from this family Description ADULT In summer plumage, has beautifully patterned brown, black, and white feather markings on back and upper wings. Head, neck, and breast are streaked with brown, and underparts are mainly white, but with brown spots and barring on flanks. Bill is...	1.56493	HuggingFaceFW/fineweb-edu
rating: +23+x Cover of SCP-CN-999 Item #: SCP-CN-999 Object Class: Euclid Spectial Containment Procedures: All SCP-CN-999 currently contained by the Foundation have been neutralized, its text contents are now archived in Site-CN-71's high secrecy document library. Any retrieved active SCP-CN-999 should be contained at ...	1.122263	Zyphra/Zyda-2
– WINDS – TYPHOONS – Like all gases, air constantly moves. Masses of air, warm or cool, wet or dry, move across land and sea and bring about weather changes. During this process, one air mass replaces another. When air is heated, it expands. Hot air is less dense than cold air. For this reason, it rises and leaves behi...	2.565768	m-a-p/FineFineWeb
How to create an oil and gas boom without fracking American oil and natural gas companies are ramping up their drilling in the Gulf of Mexico as they seek to exploit a vast natural gas field that's believed to hold as much as 7 trillion cubic feet of recoverable gas. But those efforts are stymied by a lack of permits. ...	1.10897	m-a-p/FineFineWeb
Building South African smart cities With the major governmental push toward digital transformation to align SA with the developments of Industry 4.0, president Cyril Ramaphosa has recognised that with more technology adoption, we can grow our economy and make the lives of citizens better. With this in mind, the Public ...	1.470359	m-a-p/FineFineWeb
Health and Social Behaviour: Dietary Reference Values (DRVs), current dietary goals, recommendations, guidelines and the evidence for them Three main types of dietary recommendations may be produced by public health agencies: dietary allowances (DRVs), dietary goals, and dietary guidelines. Dietary allowances are quant...	2.363778	HuggingFaceFW/fineweb-edu
At RBG, the foundation of our programs is inquiry-based and experiential learning. We want students to ask questions and follow their curiosity. Our educational field trip programs use active exploration and activities to engage students, and to immerse them in the natural world. A Message for Educators: We are working...	1.756006	openbmb/Ultra-FineWeb
Long noncoding RNA associated with microvascular invasion in hepatocellular carcinoma promotes angiogenesis and serves as a predictor for hepatocellular carcinoma patients' poor recurrence-free survival after hepatectomy Authors - Potential conflict of interest: Nothing to report. - This work was supported by the Chi...	1.369105	EssentialAI/eai-taxonomy-stem-w-dclm-100b-sample
Testing Shell Scripts with "BATS" Testing Shell Scripts with "BATS" 9 min read Last updated: September 20, 2021 Unit-Testing Bash is something I never considered was even possible, nor did it cross my mind how critical Bash scripts often are often going un-tested. If you are in the semi-rare situation where you are pub...	1.12305	EssentialAI/eai-taxonomy-stem-w-dclm-100b-sample
A broad introduction to the complex issue of suicide and approaches to suicide prevention for a range of students and professional groups. \|Paper title\|\|Introduction to Suicidology and Suicide Prevention\| \|Teaching period\|\|Second Semester\| \|Domestic Tuition Fees (NZD)\|\|$2,801.50\| \|International Tuition Fees (NZD)\|\|$9,8...	1.778644	openbmb/Ultra-FineWeb
Small But Mighty Sometimes the smallest of things can have the greatest of impacts. We've all woken up to find we've no milk in the fridge and got to wondering how we ever did without it! Well, as strange as it may sound the Pacific herring is a little like that. Commonly referred to as "the silver of the sea," these o...	1.90251	openbmb/Ultra-FineWeb
For better or for worse, India's celebrities have some pretty strong personalities. But how would they translate into a school classroom? Considering what they're up to today, here's what they probably would have been like while eating chalk and sharpening pencils. 1. Sonu Sood - Would distribute sweets to everyone ev...	1.06305	Zyphra/Zyda-2
Mitochondrial DNA analyses of domestic pigeon breeds (columba livia domestica) in Turkey Biray, Bengisu "Domestic pigeon" refers to any human-developed breed originating from its wild relative, the rock pigeon. Domestic pigeons were used as a food source by humans ~10,000 years ago, while Ancient Egyptians used them as...	2.140022	Zyphra/Zyda-2
Fl::SecretInput - Text Widget that Displays as a String of Placeholders use Fl; my $input = Fl::SecretInput->new(0, 0, 100, 200, 'Hello, World!'); The Fl::SecretInput class represents a widget that displays its input as a string of placeholders. Depending on the platform this placeholder is either the asterisk ('*') or...	1.118607	openbmb/Ultra-FineWeb
Controlling Lily and Viburum Beetle - The Scarlet Lily Beetle (Lilioceris lilii) is a garden pest which is very destructive to lilies and fritillaries. Currently the RHS get most enquiries about Viburnham Beetlethe adult and its larvae attack Viburnum foliage. Control both Lily and Viburnum Beetle by spraying with this...	1.762587	HuggingFaceFW/fineweb-edu
Monday, February 17, 2014 Kids Read is on Hiatus Due to staffing level changes, we have to put Kids Read on hiatus. Please enjoy any of our past book discussion questions. Friday, August 16, 2013 Knucklehead Discussion Questions After reading Knucklehead, answer the following discussion questions: 1. Do you think that ...	1.51982	Zyphra/Zyda-2
Problems of definition \| Continuity or creation? \| WIKS, BURHS, AND PORTS Planned/planted towns \| Growth of self-government \| Urban economy \| Urban society Sources of our knowledge \| further reading \|Origins: wiks, burhs, and ports\| Until the important studies of James Tait, the conventional view was that urbanization ...	2.250758	openbmb/Ultra-FineWeb
It is important to feed your adult cat at appropriate intervals using the right amount of food; however, this can be tricky – nutritional requirements vary widely among cats. To help maintain the health of your adult cat, we suggest the following simple steps during this period: - Weigh your cat - Feed him based on nut...	1.55232	m-a-p/FineFineWeb
What was the general breakdown of casualties per their cause during American Civil War? E.g. bullets vs. artillery vs. edged weapons vs. disease vs. natural death. Did that breakdown change in meaningful way between the beginning and the end of the war? You can get a breakdown of the major causes of death here. Prior t...	1.334294	HuggingFaceFW/fineweb-edu
Cython: Speed up your Python Code Introduction: Cython, is a variation of Python which actually was made to act like a superset of Python. Its aim is to combine the C-like performance with close to the simplicity of Python syntax. The syntax of Cython is mostly like Python with some modifications that are inspired from...	1.801962	EssentialAI/eai-taxonomy-stem-w-dclm-100b-sample
EPAF, European Participating Air Forces), which was responsible for the production of these fighters for the Belgian, Danish, Dutch, and Norwegian Air Forces. It consisted of companies and government agencies from these four countries and the United States. F-16s were assembled at Fokker and at SABCA in Belgium with pa...	1.753023	EssentialAI/eai-taxonomy-stem-w-dclm-100b-sample
-stage: The characteristic Failure advancing of congestive and systolic contact and Duodenum. SERCA1: Of resulting to, or complicating shop otherwise three novels. unstructured: using the large research. neural antagonism: Plasma that is the metabotropic hypertrophy. large living P: failure. also all other Nanas are al...	1.600191	m-a-p/FineFineWeb
Eclectus Parrot (Eclectus roratus) - Wiki From Wikipedia, the free encyclopedia [Photo] Eclectus Parrot, Eclectus roratus, (male). Taken at the Melbourne Zoo. Taken by Fir0002 _URL_ The Eclectus Parrot, Eclectus roratus is a parrot native to the Solomon Islands, New Guinea, northeastern Australia and the Maluku Islands...	2.537908	HuggingFaceFW/fineweb-edu
Jump to Main Content Further studies on South African plants: Acaricidal activity of organic plant extracts against Rhipicephalus (Boophilus) microplus (Acari: Ixodidae) - Wellington, Kevin W., Leboho, Tlabo, Sakong, Bellonah M., Adenubi, Olubukola T., Eloff, Jacobus N., Fouche, Gerda - Veterinary parasitology 2017 v.2...	1.541844	m-a-p/FineFineWeb
An Object-Oriented Traffic Simulation with IVHS Applications 912797 Many traffic simulation models have been developed over the years; however, most existing models are not well-suited for evaluating Intelligent Vehicle/Highway Systems (IVHS) concepts. This paper describes a new model, the Vehicular Traffic Analysis Ca...	1.416612	m-a-p/FineFineWeb
bone anchoring element and the accommodation space in the second portion 16 of the receiving part. The bone anchoring element 1′ has a threaded shaft 2 and a cylindrical head 30. As can be seen in particular in FIGS. 12 and 13, the accommodation space of the second portion 16 of the receiving part 5 has a hollow cylind...	1.685405	EssentialAI/eai-taxonomy-stem-w-dclm-100b-sample
U.N. Peacekeepers give communities another day and a prospect of a tomorrow Since the first United Nation peacekeeping mission was established in 1948, more than 3,800 military, police and civilian personnel have lost their lives in the service of peace as a result of acts of violence, accidents and disease. SecArmy ex...	1.155046	m-a-p/FineFineWeb
The Mind and the Machine: What It Means to be Human and Why It Matters By Matthew Dickerson A critique of the dominant physicalist paradigm of the mind, offering an alternative that places the bodily and the spiritual on an equal footing. ISBN: 9780718894924 Are humans just complex biochemical machines, mere physical p...	2.091722	Zyphra/Zyda-2
Plants wholly submerged, producing terminal turions; lvs 1-3 cm, with filiform segments, all or many of the lvs alternate, subopposite, or irregularly scattered; fls axillary to foliage lvs; stamens 4; fr 2-2.5 mm, each mericarp with 2 low, denticulate or tuberculate, longitudinal ridges. N.S. and Que. to N.Y., w. to M...	1.111255	m-a-p/FineFineWeb
Chronic neuroinflammation is a common characteristic of neurodegenerative diseases, and lipopolysaccharide (LPS) signaling is linked to glutamate-nitric oxide-Na,K-ATPase isoforms pathway in central nervous system (CNS) and also causes neuroinflammation. Intermittent fasting (IF) induces adaptive responses in the brain...	1.455459	m-a-p/FineFineWeb
Why do some people smell sweat The smell of sweat - the smell of sweat Everyone has a personal scent: the composition of sweat plays its part. The human odor is strongly influenced by the respective bacterial flora on the skin. Different fragrance components are created, depending on which bacterial strain breaks down ...	2.294786	openbmb/Ultra-FineWeb
From Publishers Weekly The title of well-known science writer Clegg's newest is a bit of a teaser: as Clegg (A Brief History of Infinity ) himself admits: we may never have a definitive answer to the question, What came before the Big Bang? But there are lots of theories running around waving their hands to be noticed ...	1.441793	m-a-p/FineFineWeb

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High Quality Text Dataset

A curated collection of English-language texts for AI training and research.

Sources

Each dataset was processed as follows:

Split into approximately 2 000-token chunks using the LLaMA 3.1 tokenizer.
Cleaned by normalizing spaces, punctuation, and characters, and replacing emails and phone numbers with placeholders.
Scored using the agentlans/GIST-all-MiniLM-L6-v2-quality-v3 classifier:
- Only chunks with a quality score greater than 1 were included.
Removed exact duplicates.

After filtering, 100 000 chunks per source were included in the final dataset.

Clustering

Agglomerative clustering was applied using embeddings from the Snowflake/snowflake-arctic-embed-xs model at multiple cluster counts: 100, 200, 500, 1 000, 2 000, 5 000, 10 000, 20 000, 50 000, 100 000, and 200 000 clusters, enabling flexible dataset configurations.

Example Entry

{
  "text": "Dr. Louise Glew has been appointed the Global Lead Scientist for WWF's Global Science Team. Louise's research focuses on understanding the social and ecological impacts of conservation interventions [...]",
  "quality": 2.0699,
  "source": "openbmb/Ultra-FineWeb"
}

Limitations

Primarily focuses on academic, educational, and pedagogical content intended for a general audience.
May include outdated, unreliable, or controversial information (such as self-published material, pseudoscience, or conspiracy theories).
Quality scores evaluate syntax and tone, but do not guarantee factual accuracy.
Occasional repetition may occur (for example, dictionary entries or geographic distance calculations).
Entries might be interrupted mid-word or mid-sentence.

Licence

Provided under the Open Data Commons Attribution License (ODC-BY).

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