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Global International News (GLO) — global fulltext cluster analysis

Plan B: scraped fulltext from reputable wires, journals, and official domains · e5_global_en · BERTopic. TFT channels (gs_/wl_) unchanged. n=8669 articles · 2026-08-25–2026-09-04.

Window 10d (2026-08-25 → 2026-09-04) · English BERTopic on global-pool fulltext (wires + journals + official) · e5_global_en

8669 articles
34 topics shown
2765 noise
overall silhouette 0.067

Bond-relevance filter

Not applied (smaller market / fewer topics). All formed clusters are shown.

2D embedding map

UMAP (cosine) of article embeddings; colours match cluster ids. Filtered non-bond clusters appear light grey when the bond filter is active.

2D embedding map

Cluster size distribution

cluster sizes

Silhouette score by cluster

silhouette by cluster

Topics (English)

IDLabel (EN)nShare Mean toneSilhouetteBond scoreKeywords
0Исланд и кажа „не" на ЕУ – Брисел разочаран5046.2%-3.650.0310telegram, bbc, author role, bbc author, author, role, role bbc, bbc published
1Amazon service Bezos once called 'artificial artificial intelligence' is shutting down4004.9%-0.17-0.0160hong, kong, hong kong, china, chinas, chinese, billion, intelligence
2What is the ‘public charge’ rule the government is using as a pretext to pause immigrant visa interv3654.5%-3.210.0130trump, trumps, federal, immigration, ice, republican, court, judge
3JFEエンジ、神奈川県などとリチウムイオン電池回収 独自装置で実証 - 日本経済新聞3524.3%-0.740.1180icc, nikkei, topix, nec, magazine, special, ceo, opec
4Man, 27, arrested over hit-and-run death in Linlithgow3274.0%-5.850.0320arrested, court, published, charged, crash, murder, officers, died
5Not just a phase: the enduring appeal of emo3223.9%0.760.0240festival, film, review, music, like, show, star, series
6US Treasury’s Scott Bessent ‘will lose’ battle with bond markets, former mentor warns3063.8%-0.450.0640market, bond, stocks, stock, yields, earnings, inflation, investors
7Inflación en EEUU sigue alta en medio de guerra y aranceles de Trump2943.6%-2.150.0320pas, estados, mxico, presidente, unidos, est, estados unidos, brasil
8Iran yafikia makubaliano ya awali na Oman kuhusu Hormuz2473.0%-3.420.0300kwa, katika, kuwa, marekani, watu, rais, vya, zaidi
9Unstable Tibetan Plateau risks cascading disasters as glacier losses mount2092.6%-5.260.1660nepal, missing, floods, flood, flash, border, tibet, disaster
10Iran urges US to honour commitments under MoU2072.5%-4.410.1070iran, hormuz, iranian, war, strait, sanctions, strait hormuz, irans
12Almanya: Göçmen kökenliler en çok hangi partiyi destekliyor?1652.0%-2.170.0290afd, von, merz, din, ist, eine, ein, vor
11What's left of Russia's political opposition?1652.0%-4.760.1080russian, russia, ukraine, drone, kyiv, ukrainian, russias, attack
13Why do some Labour MPs want electoral reform and will it happen?1511.9%-1.170.0700burnham, reform, andy, andy burnham, prime, party, minister, farage
14‘Enough is enough’: 121 Indigenous Victorians have died by suicide in the past five years1471.8%-2.960.0050climate, heat, california, nio, weather, summer, temperatures, wildfire
15A week of Israeli settler violence in occupied West Bank1181.4%-5.440.0820israeli, gaza, israel, west bank, palestinian, west, palestinians, bank
16Легенда кантрі: померла Доллі Партон - BBC News Україна961.2%2.840.1850dolly, parton, dolly parton, partons, country, music, dolly partons, star
18مخاطبان بیبیسی در پی دلار ۲۰۰ هزار تومانی: «دیگر وسیله خانه نمیخریم، قسطی شکممان را سیر میکنیم» - BB801.0%-2.900.1180bbc bbc, bbc, vit, vit nam, tnh, nam, chin, pattaya
17شہباز شریف کا مطالبہ، مودی کی پوتن سے اپیل اور ایک تصویر کا تنازع: بشکیک میں شنگھائی تعاون تنظیم کے 801.0%-1.730.0820bbc bbc, bbc, messi, lionel, shirt, argentinas, argentina, ive
19Should we laugh more at ourselves? It's complicated781.0%0.160.0440make, butter, like, coffee, fruit, kidney, pasta, beans
20Police arrest 34 after deadly gang shootout in eastern Netherlands700.9%-5.280.0320cyprus, haiti, gang, rave, boat, turkish, shooting, northern
22Ekonomista: Ksenofobiczna polityka AfD zaszkodzi gospodarce680.8%-3.750.1100nie, jest, jak, roku, dla, wedug, oraz, niemiec
21Por que a Síria virou alvo de disputa entre Israel e Turquia680.8%-2.940.0330syria, israel, syrian, siria, alsharaa, libya, greece, syrias
23The SCO’s Diminishing Usefulness for India640.8%-0.420.0460summit, sco, india, modi, putin, china, visit, cooperation
24Harvard and MIT scholars head to Canada, as Carney offers millions570.7%-2.070.1760canada, trade, tariffs, canadian, carney, trade war, goods, trump
25Meta’s $18bn settlement: How social platforms will change for child users560.7%-1.960.1810meta, settlement, social media, social, instagram, media, metas, facebook
26US’s Chevron, Italy’s Eni to expand oil projects in Venezuela550.7%-1.230.1940oil, venezuela, deal, venezuelan, venezuelas, reserves, oil deal, trump
27“直至生命尽头仍在创作”日本艺术家草间弥生逝世530.6%-3.360.1780johann wadephul, johann, wadephul, michael, afd, dmitry peskov, international campaign, markus frohnmaier
28Warisan Mladic yang Menolak Mati di Bosnia dan Serbia520.6%-7.860.2160mladic, ratko, bosnia, ratko mladic, mladi, srebrenica, genocide, hague
29Жители Исландии проголосовали против сближения с Евросоюзом500.6%-0.880.2400referendum, talks, accession, european union, european, vote, union, negotiations
30Enchentes no Nepal viram teste crucial para governo Gen Z490.6%-5.380.1480nepal, desaparecidos, colapso, autoridades, china, desastre, fronteira, mortos
31Israel acusa a Pedro Sánchez de mentir sobre crisis de Ceuta470.6%-4.680.1900ceuta, spanish, migrants, snchez, crisis, morocco, pedro, spain
32Erdoğan Rusya ile yeni nükleer projelerin sinyalini verdi460.6%-2.730.0960bir, trke, bbc trke, tarihi, ile, bakan, okuma sresi, okuma
33У Непалі почали ДНК-ідентифікацію неупізнаних жертв повені430.5%-6.750.1830dpa, afp, bbc, bbc dpa, dpa bbc, nps, phantom ranch, phantom

Cluster detail & representative articles

Cluster 0: Исланд и кажа „не" на ЕУ – Брисел разочаран

n=504 · share 6.2% · mean tone -3.65 · silhouette 0.031 · bond score 0

Keywords: telegram, bbc, author role, bbc author, author, role, role bbc, bbc published

Representative articles

Cluster 1: Amazon service Bezos once called 'artificial artificial intelligence' is shutting down

n=400 · share 4.9% · mean tone -0.17 · silhouette -0.016 · bond score 0

Keywords: hong, kong, hong kong, china, chinas, chinese, billion, intelligence

Representative articles

Cluster 2: What is the ‘public charge’ rule the government is using as a pretext to pause immigrant visa interv

n=365 · share 4.5% · mean tone -3.21 · silhouette 0.013 · bond score 0

Keywords: trump, trumps, federal, immigration, ice, republican, court, judge

Representative articles

Cluster 3: JFEエンジ、神奈川県などとリチウムイオン電池回収 独自装置で実証 - 日本経済新聞

n=352 · share 4.3% · mean tone -0.74 · silhouette 0.118 · bond score 0

Keywords: icc, nikkei, topix, nec, magazine, special, ceo, opec

Representative articles

Cluster 4: Man, 27, arrested over hit-and-run death in Linlithgow

n=327 · share 4.0% · mean tone -5.85 · silhouette 0.032 · bond score 0

Keywords: arrested, court, published, charged, crash, murder, officers, died

Representative articles

Cluster 5: Not just a phase: the enduring appeal of emo

n=322 · share 3.9% · mean tone 0.76 · silhouette 0.024 · bond score 0

Keywords: festival, film, review, music, like, show, star, series

Representative articles

Cluster 6: US Treasury’s Scott Bessent ‘will lose’ battle with bond markets, former mentor warns

n=306 · share 3.8% · mean tone -0.45 · silhouette 0.064 · bond score 0

Keywords: market, bond, stocks, stock, yields, earnings, inflation, investors

Representative articles

Cluster 7: Inflación en EEUU sigue alta en medio de guerra y aranceles de Trump

n=294 · share 3.6% · mean tone -2.15 · silhouette 0.032 · bond score 0

Keywords: pas, estados, mxico, presidente, unidos, est, estados unidos, brasil

Representative articles

Cluster 8: Iran yafikia makubaliano ya awali na Oman kuhusu Hormuz

n=247 · share 3.0% · mean tone -3.42 · silhouette 0.030 · bond score 0

Keywords: kwa, katika, kuwa, marekani, watu, rais, vya, zaidi

Representative articles

Cluster 9: Unstable Tibetan Plateau risks cascading disasters as glacier losses mount

n=209 · share 2.6% · mean tone -5.26 · silhouette 0.166 · bond score 0

Keywords: nepal, missing, floods, flood, flash, border, tibet, disaster

Representative articles

Cluster 10: Iran urges US to honour commitments under MoU

n=207 · share 2.5% · mean tone -4.41 · silhouette 0.107 · bond score 0

Keywords: iran, hormuz, iranian, war, strait, sanctions, strait hormuz, irans

Representative articles

Cluster 12: Almanya: Göçmen kökenliler en çok hangi partiyi destekliyor?

n=165 · share 2.0% · mean tone -2.17 · silhouette 0.029 · bond score 0

Keywords: afd, von, merz, din, ist, eine, ein, vor

Representative articles

Cluster 11: What's left of Russia's political opposition?

n=165 · share 2.0% · mean tone -4.76 · silhouette 0.108 · bond score 0

Keywords: russian, russia, ukraine, drone, kyiv, ukrainian, russias, attack

Representative articles

Cluster 13: Why do some Labour MPs want electoral reform and will it happen?

n=151 · share 1.9% · mean tone -1.17 · silhouette 0.070 · bond score 0

Keywords: burnham, reform, andy, andy burnham, prime, party, minister, farage

Representative articles

Cluster 14: ‘Enough is enough’: 121 Indigenous Victorians have died by suicide in the past five years

n=147 · share 1.8% · mean tone -2.96 · silhouette 0.005 · bond score 0

Keywords: climate, heat, california, nio, weather, summer, temperatures, wildfire

Representative articles

Cluster 15: A week of Israeli settler violence in occupied West Bank

n=118 · share 1.4% · mean tone -5.44 · silhouette 0.082 · bond score 0

Keywords: israeli, gaza, israel, west bank, palestinian, west, palestinians, bank

Representative articles

Cluster 16: Легенда кантрі: померла Доллі Партон - BBC News Україна

n=96 · share 1.2% · mean tone 2.84 · silhouette 0.185 · bond score 0

Keywords: dolly, parton, dolly parton, partons, country, music, dolly partons, star

Representative articles

Cluster 18: مخاطبان بیبیسی در پی دلار ۲۰۰ هزار تومانی: «دیگر وسیله خانه نمیخریم، قسطی شکممان را سیر میکنیم» - BB

n=80 · share 1.0% · mean tone -2.90 · silhouette 0.118 · bond score 0

Keywords: bbc bbc, bbc, vit, vit nam, tnh, nam, chin, pattaya

Representative articles

Cluster 17: شہباز شریف کا مطالبہ، مودی کی پوتن سے اپیل اور ایک تصویر کا تنازع: بشکیک میں شنگھائی تعاون تنظیم کے

n=80 · share 1.0% · mean tone -1.73 · silhouette 0.082 · bond score 0

Keywords: bbc bbc, bbc, messi, lionel, shirt, argentinas, argentina, ive

Representative articles

Cluster 19: Should we laugh more at ourselves? It's complicated

n=78 · share 1.0% · mean tone 0.16 · silhouette 0.044 · bond score 0

Keywords: make, butter, like, coffee, fruit, kidney, pasta, beans

Representative articles

Cluster 20: Police arrest 34 after deadly gang shootout in eastern Netherlands

n=70 · share 0.9% · mean tone -5.28 · silhouette 0.032 · bond score 0

Keywords: cyprus, haiti, gang, rave, boat, turkish, shooting, northern

Representative articles

Cluster 22: Ekonomista: Ksenofobiczna polityka AfD zaszkodzi gospodarce

n=68 · share 0.8% · mean tone -3.75 · silhouette 0.110 · bond score 0

Keywords: nie, jest, jak, roku, dla, wedug, oraz, niemiec

Representative articles

Cluster 21: Por que a Síria virou alvo de disputa entre Israel e Turquia

n=68 · share 0.8% · mean tone -2.94 · silhouette 0.033 · bond score 0

Keywords: syria, israel, syrian, siria, alsharaa, libya, greece, syrias

Representative articles

Cluster 23: The SCO’s Diminishing Usefulness for India

n=64 · share 0.8% · mean tone -0.42 · silhouette 0.046 · bond score 0

Keywords: summit, sco, india, modi, putin, china, visit, cooperation

Representative articles

Cluster 24: Harvard and MIT scholars head to Canada, as Carney offers millions

n=57 · share 0.7% · mean tone -2.07 · silhouette 0.176 · bond score 0

Keywords: canada, trade, tariffs, canadian, carney, trade war, goods, trump

Representative articles

Cluster 25: Meta’s $18bn settlement: How social platforms will change for child users

n=56 · share 0.7% · mean tone -1.96 · silhouette 0.181 · bond score 0

Keywords: meta, settlement, social media, social, instagram, media, metas, facebook

Representative articles

Cluster 26: US’s Chevron, Italy’s Eni to expand oil projects in Venezuela

n=55 · share 0.7% · mean tone -1.23 · silhouette 0.194 · bond score 0

Keywords: oil, venezuela, deal, venezuelan, venezuelas, reserves, oil deal, trump

Representative articles

Cluster 27: “直至生命尽头仍在创作”日本艺术家草间弥生逝世

n=53 · share 0.6% · mean tone -3.36 · silhouette 0.178 · bond score 0

Keywords: johann wadephul, johann, wadephul, michael, afd, dmitry peskov, international campaign, markus frohnmaier

Representative articles

Cluster 28: Warisan Mladic yang Menolak Mati di Bosnia dan Serbia

n=52 · share 0.6% · mean tone -7.86 · silhouette 0.216 · bond score 0

Keywords: mladic, ratko, bosnia, ratko mladic, mladi, srebrenica, genocide, hague

Representative articles

Cluster 29: Жители Исландии проголосовали против сближения с Евросоюзом

n=50 · share 0.6% · mean tone -0.88 · silhouette 0.240 · bond score 0

Keywords: referendum, talks, accession, european union, european, vote, union, negotiations

Representative articles

Cluster 30: Enchentes no Nepal viram teste crucial para governo Gen Z

n=49 · share 0.6% · mean tone -5.38 · silhouette 0.148 · bond score 0

Keywords: nepal, desaparecidos, colapso, autoridades, china, desastre, fronteira, mortos

Representative articles

Cluster 31: Israel acusa a Pedro Sánchez de mentir sobre crisis de Ceuta

n=47 · share 0.6% · mean tone -4.68 · silhouette 0.190 · bond score 0

Keywords: ceuta, spanish, migrants, snchez, crisis, morocco, pedro, spain

Representative articles

Cluster 32: Erdoğan Rusya ile yeni nükleer projelerin sinyalini verdi

n=46 · share 0.6% · mean tone -2.73 · silhouette 0.096 · bond score 0

Keywords: bir, trke, bbc trke, tarihi, ile, bakan, okuma sresi, okuma

Representative articles

Cluster 33: У Непалі почали ДНК-ідентифікацію неупізнаних жертв повені

n=43 · share 0.5% · mean tone -6.75 · silhouette 0.183 · bond score 0

Keywords: dpa, afp, bbc, bbc dpa, dpa bbc, nps, phantom ranch, phantom

Representative articles