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.
Cluster size distribution
Silhouette score by cluster
Topics (bond-relevant, English)
| ID | Label (EN) | n | Share | Mean tone | Silhouette | Bond score | Keywords |
|---|---|---|---|---|---|---|---|
| 0 | short English theme max 12 words | 544 | 41.9% | -1.92 | 0.028 | 1 | salvador, san, bukele, pas, segn, julio, salvadoreos, presidente |
| 1 | Notorious MS-13 Member Arrested for Human Trafficking | 275 | 21.2% | -2.20 | 0.027 | 0 | trump, july, court, country, immigration, states, ice, united |
| 2 | short English theme max 12 words | 124 | 9.6% | -3.06 | 0.116 | 2 | rain, content, highlights, heavy, project, died, minister, support |
| 3 | US slaps tariffs on 60 trading partners over forced labor | 112 | 8.6% | -2.66 | 0.360 | 2 | tariffs, trade, tariff, forced, section, partners, trump, trading |
| 4 | Short English theme max 12 words | 70 | 5.4% | 0.81 | 0.150 | 0 | velada, santo domingo, domingo, santo, centroamericanos, mxico, oro, arco |
| 5 | short English theme max 12 words | 50 | 3.9% | -0.24 | 0.061 | 0 | olivera, olivera katarina, katarina, bila, pred, koji, kao, koja |
Cluster detail & representative articles
Cluster 0: short English theme max 12 words
n=544 · share 41.9% · mean tone -1.92 · silhouette 0.028 · bond score 1
Keywords: salvador, san, bukele, pas, segn, julio, salvadoreos, presidente
Representative articles
- Hardline from Nayib Bukele in El Salvador2026-07-18 · tone -7.4La mano dura de Nayib Bukele en El Salvador
- Murder spree grows in El Salvador - Diario Co Latino2026-07-29 · tone -4.4Una matanza continúa y crece en El Salvador - Diario Co Latino
- Opposition in El Salvador eyes candidates, Bukele seeks re-election2026-07-27 · tone -3.3Oposición de El Salvador perfila candidatos, Bukele busca nuevo mandato
- Rotonda Pública2026-07-31 · tone -2.1
- Denuncian cientos de muertes y miles de arrestos arbitrarios en las cárceles de Bukele2026-07-20 · tone -6.6
Cluster 1: Notorious MS-13 Member Arrested for Human Trafficking
n=275 · share 21.2% · mean tone -2.20 · silhouette 0.027 · bond score 0
Keywords: trump, july, court, country, immigration, states, ice, united
Representative articles
- Notorious MS-13 Member Arrested for Human Trafficking2026-07-21 · tone -2.4Hot Talk Radio
- MS-13 Leader Charged with Human Trafficking2026-07-27 · tone -3.7Overnight News Digest July 26, 2026
- Arrest of Notorious MS-13 Trafficker2026-07-22 · tone -3.0In the news | Northwest Arkansas Democrat-Gazette
- Notorious Gang Member Arrested for Human Trafficking2026-07-22 · tone -3.0In the news | Arkansas Democrat Gazette
- Editorial Roundup: United States2026-07-29 · tone -1.8
Cluster 2: short English theme max 12 words
n=124 · share 9.6% · mean tone -3.06 · silhouette 0.116 · bond score 2
Keywords: rain, content, highlights, heavy, project, died, minister, support
Representative articles
- Heavy rains prompt 120 more beach permits in Malabar2026-07-22 · tone -6.6മലബാര് മേഖലയിലെ പ്ലസ് വണ് പ്രതിസന്ധി പരിഹരിക്കുന്നതിന് വേണ്ടി 120 അധിക ബാച്ച് അനുവദിച്ചു
- Muslim youth league rally at night drew large crowd - Keraleeyam Web Magazine2026-07-22 · tone -7.0മുസ്ലിം യൂത്ത് ലീഗ് സമര രാത്രി താക്കീതായി
- Congress rally near PM's residence; Rahul and Priyanka at event2026-07-29 · tone -1.4പിണറായി സർക്കാർ തീരുമാനം മുനമ്പത്തുകാർക്ക് അനുകൂലമായിരുന്നു - Keraleeyam Web Magazine
- പ്രധാനമന്ത്രിയുടെ വസതിക്കുമുന്നില് കോണ്ഗ്രസിന്റെ മിന്നല്സമരം; രാഹുലും പ്രിയങ്കയും സമരമുഖത്ത്2026-07-21 · tone -8.0
- പരീക്ഷാ ക്രമക്കേട്: ധര്മേന്ദ്ര പ്രധാന് രാജിവക്കുക ; മുസ്ലിം യൂത്ത് ലീഗ് ദേശവ്യാപക പ്രതിഷേധം ഇന്ന്2026-07-22 · tone -7.6
Cluster 3: US slaps tariffs on 60 trading partners over forced labor
n=112 · share 8.6% · mean tone -2.66 · silhouette 0.360 · bond score 2
Keywords: tariffs, trade, tariff, forced, section, partners, trump, trading
Representative articles
- Trump slaps forced labour duties on 60 trading partners2026-07-24 · tone -1.3
- Trump imposes forced labor duties on 60 trading partners - UPDATED2026-07-24 · tone -3.1
- Trump imposes forced labor duties on 60 trading partners2026-07-24 · tone -1.9
- Trump Imposes Forced Labour Duties on 60 Trading Partners2026-07-24 · tone -3.5
- Trump imposes new tariffs on EU, China and 58 other trade partners2026-07-24 · tone -2.7
Cluster 4: Short English theme max 12 words
n=70 · share 5.4% · mean tone 0.81 · silhouette 0.150 · bond score 0
Keywords: velada, santo domingo, domingo, santo, centroamericanos, mxico, oro, arco
Representative articles
- Houston 2026 runway event a success2026-07-24 · tone -0.8Pesaje de La Velada del Año VI: los combates quedan listos tras una jornada marcada por la polémica
- Alejandra Valencia leads Mexico's archery gold2026-07-30 · tone +3.6Alejandra Valencia lidera cosecha dorada de México en arquería de Santo Domingo 2026
- El Salvador wins second gold in Santo Domingo 20262026-07-27 · tone +2.2El Salvador conquista su segundo oro en Santo Domingo 2026
- Mexico dominates taekwondo with three golds2026-07-27 · tone +1.0México arrasa en taekwondo con triple oro en Santo Domingo 2026
- Obtiene tiro con arco dos medallas más en Santo Domingo 20262026-07-27 · tone +1.5
Cluster 5: short English theme max 12 words
n=50 · share 3.9% · mean tone -0.24 · silhouette 0.061 · bond score 0
Keywords: olivera, olivera katarina, katarina, bila, pred, koji, kao, koja
Representative articles
- Last Words at New Grave for Olivera Katarina by Killer2026-07-28 · tone +5.4Poslednje reči na Novom groblju za Oliveru Katarinu izgovorio je upravo on
- Blic Morning Investigates: Could Dali's Murder Be Prevented?2026-07-28 · tone -7.1U "Jutru na Blic" istražujemo: Da li je zločin kod Bora mogao biti sprečen
- Salvador Dali Kneeling Before Olivera Katarina: She Revealed the Truth Once2026-07-23 · tone +5.0PRIČALO SE DA JE SALVADOR DALI KLEČAO PRED OLIVEROM KATARINOM: Ona je jednom prilikom otkrila šta se zaista dogodilo
- Woman Before Whom Salvador Dali Kneaded2026-07-23 · tone +4.8Žena pred kojom je klekao Salvador Dali
- Liepos 26 d. vardadieniai ir kitos įdomybės2026-07-26 · tone -1.8