Datasets:
token_count int64 292 367 | language stringclasses 1
value | date stringdate 2023-10-01 10:00:00 2023-10-01 14:00:00 | text stringclasses 5
values | language_score float64 0.94 0.98 | id stringclasses 5
values | file_path stringclasses 5
values | source_type stringclasses 5
values | author stringclasses 5
values | dump stringclasses 1
value | url stringclasses 5
values |
|---|---|---|---|---|---|---|---|---|---|---|
317 | en | 2023-10-01T10:00:00Z | Exploring the Impacts of Climate Change on Marine Life
As climate change accelerates, marine ecosystems are experiencing unprecedented shifts. Coral reefs, often referred to as the 'rainforests of the sea', are facing bleaching events due to rising ocean temperatures. These changes not only threaten the biodiversity of... | 0.98 | <urn:uuid:fc6bc6fe-8477-4adf-b430-f6a558ccc8ff> | s3://commoncrawl/crawl-data/CC-MAIN-2023-40/segments/1638696381249/warc/CC-MAIN-20231001092621-00000-ip-10-60-113-184.ec2.internal.warc.gz | Research Article | Dr. Jane Smith | CC-MAIN-2023-40 | http://oceanicpreservation.org/climate-change-marine-life |
335 | en | 2023-10-01T11:00:00Z | The Rise of Plant-Based Diets: A Health Revolution
In recent years, plant-based diets have gained popularity as more people become aware of their health benefits. Studies from the Nutrition Institute show that diets rich in fruits, vegetables, and whole grains can reduce the risk of heart disease, diabetes, and obesity... | 0.95 | <urn:uuid:803e14c3-dc2e-43d6-b75d-6fb3981c4fe6> | s3://commoncrawl/crawl-data/CC-MAIN-2023-40/segments/1638696381249/warc/CC-MAIN-20231001092621-00001-ip-10-60-113-184.ec2.internal.warc.gz | Health Article | Nutrition Institute Team | CC-MAIN-2023-40 | http://plantbasedeating.com/health-revolution |
367 | en | 2023-10-01T12:00:00Z | The Evolution of Space Exploration: From Moon Landing to Mars Missions
Space exploration has come a long way since Neil Armstrong's historic moon landing in 1969. Today, agencies like NASA and private companies like SpaceX are pushing the boundaries of what is possible. The Artemis program aims to return humans to the ... | 0.96 | <urn:uuid:ac1bbfff-9519-4967-9c64-3dc3a4b471ec> | s3://commoncrawl/crawl-data/CC-MAIN-2023-40/segments/1638696381249/warc/CC-MAIN-20231001092621-00002-ip-10-60-113-184.ec2.internal.warc.gz | Scientific Report | Dr. Mark Thompson | CC-MAIN-2023-40 | http://spaceresearchinstitute.org/evolution-of-space-exploration |
292 | en | 2023-10-01T13:00:00Z | Understanding Mental Health: Breaking the Stigma
Mental health issues affect millions worldwide, yet stigma surrounding them persists. Recent studies indicate that one in four people will experience a mental health challenge at some point in their lives. It is crucial to foster open discussions about mental health to p... | 0.97 | <urn:uuid:afa8c7f9-4b7e-4f3f-8e34-3dc3a4b471ec> | s3://commoncrawl/crawl-data/CC-MAIN-2023-40/segments/1638696381249/warc/CC-MAIN-20231001092621-00003-ip-10-60-113-184.ec2.internal.warc.gz | Awareness Campaign | Mental Health Awareness Team | CC-MAIN-2023-40 | http://mentalhealthawareness.org/breaking-the-stigma |
295 | en | 2023-10-01T14:00:00Z | The Future of Renewable Energy: Innovations and Challenges
As the world seeks sustainable solutions to combat climate change, renewable energy sources like solar, wind, and hydro are at the forefront. Innovations in technology are making these sources more efficient and accessible.
Companies like Green Energy Innovatio... | 0.94 | <urn:uuid:bc7e14c3-dc2e-43d6-b75d-6fb3981c4fe6> | s3://commoncrawl/crawl-data/CC-MAIN-2023-40/segments/1638696381249/warc/CC-MAIN-20231001092621-00004-ip-10-60-113-184.ec2.internal.warc.gz | Industry Report | Green Energy Innovations Team | CC-MAIN-2023-40 | http://renewableenergyworld.com/future-of-renewable-energy |
improved-fineweb
Dataset Description
The 'fineweb-diverse-insights' dataset is designed to provide a rich repository of informative articles spanning various topics, including environmental science, health, and space exploration. This dataset aims to enhance the diversity and relevance of content available for natural language processing tasks. Key features include a well-structured JSON format, comprehensive metadata covering text, dates, languages, authorship, and source types, and improved language scoring for better quality assessment. The dataset has been regularly updated to ensure the validity of URLs and has introduced additional metadata to enrich the contextual information surrounding each entry. Its application scenarios include research in machine learning, content generation, and educational tools. The dataset is particularly beneficial for training models in information retrieval and summarization tasks. This dataset only contains sample data. For more data please visit https://www.mobiusi.com or contact us at contact@mobiusi.com.
Usage
from datasets import load_dataset
dataset = load_dataset("Mobiusi/improved-fineweb")
Created: 2025-09-02 14:57:29
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