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World State Media Text (English, FineWeb)

Dataset Description

manestay/world_state_media_en is the URL index manestay/world_state_media_urls_en with the FineWeb document text attached: the same 79,591,422 rows, in the same order, plus text, date and token_count copied from FineWeb v1.4.0. Each row is a FineWeb document whose URL host belongs to a state-run media outlet listed by State Media Monitor (via manestay/state_run_media).

  • Documents: 79,591,422
  • Tokens (FineWeb token_count): 52,142,323,929
  • Common Crawl dumps: 110 (CC-MAIN-2013-20 to CC-MAIN-2025-26), one config per dump plus default
  • Size: ~101 GB (126 Parquet files, zstd)

Schema

Column Type Description
url string Document URL (as in FineWeb)
id string FineWeb document id (<urn:uuid:...>)
dump string Common Crawl dump (FineWeb dump), e.g. CC-MAIN-2023-50
row_index int64 0-based row position within that dump's config in FineWeb v1.4.0
base_url string Matched outlet host
country string Country/territory of the outlet (State Media Monitor)
typology_2022 … typology_2025 string State Media Monitor typology for each year (raw values)
text string Document text from FineWeb
date string Crawl date from FineWeb
token_count int64 Token count from FineWeb

State Media Monitor Typology Codes

  • SC: State-Controlled Media
  • CaPu: Captured Public / State-Managed Media
  • CaPr: Captured Private Media
  • ISFM: Independent State-Funded & State-Managed Media
  • ISF: Independent State-Funded Media
  • ISM: Independent State-Managed Media
  • IP: Independent Public Media

Some outlets have other raw values (e.g. a note instead of a code) or no label for a given year; these are kept as published.

Source and Matching

  • Text source: HuggingFaceFW/fineweb, revision v1.4.0 (commit 9bb295ddab0e05d785b879661af7260fed5140fc). Every row was checked to have the same id and url as the FineWeb row at (dump, row_index).
  • Outlet list: State Media Monitor (640 media companies, 180 countries and territories).
  • Matching: exact equality between the document's host (lowercased, one leading www. removed) and the outlet hosts. Numbered variants such as www1. are listed as separate hosts where relevant; other subdomains are not matched.

Usage

from datasets import load_dataset

ds = load_dataset("manestay/world_state_media_en", "CC-MAIN-2023-50", split="train")
print(ds[0]["base_url"], ds[0]["country"], ds[0]["typology_2025"])
print(ds[0]["text"][:300])

Counts by Common Crawl Dump

Total URLs: 79,591,422 across 110 dumps.

Dump URL Count Dump URL Count
CC-MAIN-2013-20 765,062 CC-MAIN-2019-13 529,451
CC-MAIN-2013-48 950,397 CC-MAIN-2019-18 563,083
CC-MAIN-2014-10 896,440 CC-MAIN-2019-22 599,874
CC-MAIN-2014-15 732,746 CC-MAIN-2019-26 599,996
CC-MAIN-2014-23 1,036,223 CC-MAIN-2019-30 619,774
CC-MAIN-2014-35 895,312 CC-MAIN-2019-35 627,896
CC-MAIN-2014-41 986,634 CC-MAIN-2019-39 567,424
CC-MAIN-2014-42 818,624 CC-MAIN-2019-43 754,357
CC-MAIN-2014-49 707,463 CC-MAIN-2019-47 463,602
CC-MAIN-2014-52 1,070,889 CC-MAIN-2019-51 489,793
CC-MAIN-2015-06 856,644 CC-MAIN-2020-05 514,573
CC-MAIN-2015-11 895,409 CC-MAIN-2020-10 493,502
CC-MAIN-2015-14 796,284 CC-MAIN-2020-16 400,564
CC-MAIN-2015-18 1,003,300 CC-MAIN-2020-24 463,582
CC-MAIN-2015-22 944,362 CC-MAIN-2020-29 521,387
CC-MAIN-2015-27 794,314 CC-MAIN-2020-34 565,370
CC-MAIN-2015-32 892,088 CC-MAIN-2020-40 541,143
CC-MAIN-2015-35 908,456 CC-MAIN-2020-45 589,318
CC-MAIN-2015-40 668,930 CC-MAIN-2020-50 605,541
CC-MAIN-2015-48 906,638 CC-MAIN-2021-04 583,076
CC-MAIN-2016-07 893,741 CC-MAIN-2021-10 556,058
CC-MAIN-2016-18 540,743 CC-MAIN-2021-17 543,129
CC-MAIN-2016-22 648,587 CC-MAIN-2021-21 538,896
CC-MAIN-2016-26 561,591 CC-MAIN-2021-25 521,059
CC-MAIN-2016-30 983,991 CC-MAIN-2021-31 540,749
CC-MAIN-2016-36 808,317 CC-MAIN-2021-39 636,286
CC-MAIN-2016-40 1,280,679 CC-MAIN-2021-43 635,632
CC-MAIN-2016-44 1,393,454 CC-MAIN-2021-49 624,043
CC-MAIN-2016-50 1,406,210 CC-MAIN-2022-05 588,796
CC-MAIN-2017-04 1,568,629 CC-MAIN-2022-21 660,386
CC-MAIN-2017-09 1,584,916 CC-MAIN-2022-27 620,840
CC-MAIN-2017-13 1,443,551 CC-MAIN-2022-33 656,966
CC-MAIN-2017-17 1,357,714 CC-MAIN-2022-40 514,240
CC-MAIN-2017-22 1,201,957 CC-MAIN-2022-49 551,015
CC-MAIN-2017-26 1,154,846 CC-MAIN-2023-06 510,646
CC-MAIN-2017-30 1,173,647 CC-MAIN-2023-14 528,341
CC-MAIN-2017-34 1,144,551 CC-MAIN-2023-23 531,048
CC-MAIN-2017-39 1,095,988 CC-MAIN-2023-40 526,661
CC-MAIN-2017-43 982,416 CC-MAIN-2023-50 530,086
CC-MAIN-2017-47 939,320 CC-MAIN-2024-10 490,147
CC-MAIN-2017-51 940,189 CC-MAIN-2024-18 515,720
CC-MAIN-2018-05 1,012,043 CC-MAIN-2024-22 511,190
CC-MAIN-2018-09 826,101 CC-MAIN-2024-26 465,851
CC-MAIN-2018-13 921,856 CC-MAIN-2024-30 400,125
CC-MAIN-2018-17 748,901 CC-MAIN-2024-33 393,683
CC-MAIN-2018-22 735,598 CC-MAIN-2024-38 408,791
CC-MAIN-2018-26 815,598 CC-MAIN-2024-42 355,585
CC-MAIN-2018-30 833,918 CC-MAIN-2024-46 371,768
CC-MAIN-2018-34 519,237 CC-MAIN-2024-51 329,767
CC-MAIN-2018-39 867,188 CC-MAIN-2025-05 399,676
CC-MAIN-2018-43 679,420 CC-MAIN-2025-08 381,340
CC-MAIN-2018-47 721,014 CC-MAIN-2025-13 381,766
CC-MAIN-2018-51 627,154 CC-MAIN-2025-18 377,288
CC-MAIN-2019-04 624,516 CC-MAIN-2025-21 386,429
CC-MAIN-2019-09 573,665 CC-MAIN-2025-26 376,652

Notes

  • Exact-host matching misses outlet content on hosts that are not in the outlet list (e.g. unlisted subdomains), and includes everything published on a listed host.
  • Typology labels describe the outlet, not individual documents.
  • Covers only the 110 Common Crawl dumps in FineWeb v1.4.0, and only documents that passed FineWeb's filtering.
  • Duplicates across dumps. FineWeb deduplicates documents within each Common Crawl dump rather than across dumps (FineWeb blog post), while FineWeb-2 deduplicates across dumps within each language. The World State Media datasets inherit this, so the same article can appear more than once, mostly in the English data. Deduplicating at the corpus level would leave about 58M articles instead of 118M (English 79M → 21M, multilingual 39M → 37M). We keep every document because these datasets are meant as a lens into LLM training corpora, and 118M is what those corpora contain.

License and Terms of Use

Released under the Open Data Commons Attribution License (ODC-By) v1.0, the same license as FineWeb. The text comes from Common Crawl, so use is also subject to the Common Crawl Terms of Use. The documents themselves remain the property of their publishers.

Contact

bryanli.ca@gmail.com

Attribution & Citation

If you use this dataset, please cite the underlying sources.

State Media Monitor

@misc{statemediamonitor,
  title={State Media Monitor},
  author={{Media and Journalism Research Center}},
  year={2026},
  url={https://statemediamonitor.com}
}

FineWeb

@inproceedings{penedo2024the,
  title={The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale},
  author={Guilherme Penedo and Hynek Kydl{\'\i}{\v{c}}ek and Loubna Ben allal and Anton Lozhkov and Margaret Mitchell and Colin Raffel and Leandro Von Werra and Thomas Wolf},
  booktitle={The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
  year={2024},
  url={https://openreview.net/forum?id=n6SCkn2QaG}
}
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