Bond-relevance filter (large market)
Showing 8 of 12 clusters that match sovereign / EMBI / fiscal / policy keywords. 4 clusters filtered out as lower bond-spread relevance.
Show filtered-out clusters (4)
These clusters were formed by BERTopic but excluded from the main bond-desk view (score < 1). Click to expand; maps show them in light grey as “filtered (non-bond)”.
| ID | Label (EN) | n | Share | Mean tone | Silhouette | Bond score | Keywords |
|---|---|---|---|---|---|---|---|
| 4 | Tropical Storm Bertha moving towards Gulf Coast | 111 | 3.5% | -5.56 | 0.491 | 0 | storm, tropical, bertha, tropical storm, storm bertha, gulf, florida, coast |
| 9 | short English theme max 12 words | 44 | 1.4% | 1.50 | 0.064 | 0 | vivo, noticias, exitosa, militar, radio, parada, julio, panamax |
| 10 | short English theme max 12 words | 43 | 1.4% | -1.49 | 0.095 | 0 | lng, books, amerika, kapsamnda, rus, dron, abdnin, alan |
| 11 | short English theme max 12 words | 42 | 1.3% | -0.02 | 0.078 | 0 | pentru, trump, romnia, china, donald, care, peste, luni |
Cluster 4: Tropical Storm Bertha moving towards Gulf Coast
n=111 · share 3.5% · mean tone -5.56 · silhouette 0.491 · bond score 0
Keywords: storm, tropical, bertha, tropical storm, storm bertha, gulf, florida, coast
Representative articles
- Tropical Storm Bertha near Gulf Coast2026-07-21 · tone -7.2Tropical Storm Bertha in the Gulf moving toward Florida Panhandle and Alabama
- Bertha brings heavy rain to Gulf Coast2026-07-22 · tone -7.7Tropical Storm Bertha nearing Louisiana coastline
- Traffic alert: Hwy 98 crash cleared2026-07-21 · tone -6.2Tropical Storm Bertha expected to bring heavy rain, flooding along the Gulf Coast
- Tropical Storm Bertha forms on track approaching U.S. Gulf Coast2026-07-21 · tone -6.2
- Tropical Storm Bertha forms on track approaching US Gulf Coast2026-07-21 · tone -6.3
Cluster 9: short English theme max 12 words
n=44 · share 1.4% · mean tone 1.50 · silhouette 0.064 · bond score 0
Keywords: vivo, noticias, exitosa, militar, radio, parada, julio, panamax
Representative articles
- Video: authorities join big civic-military parade 20262026-07-29 · tone +2.5Video: autoridades llegan a la gran parada y desfile civico militar 2026 para participar de la ceremonia por Exitosa Noticias
- Live: big civic-military parade and July 29th celebration2026-07-29 · tone +2.0Video: en vivo gran parada civico militar del peru 2026 fiestas patrias 29 de julio por Exitosa Noticias
- Health teams part of big civic-military parade 20262026-07-29 · tone +2.2Video: brigadas del minsa y cenepred estaran presentes durante la gran parada y desfile civico militar por Exitosa Noticias
- International delegations join big civic-military parade 20262026-07-30 · tone -0.2Video: delegaciones de seis paises se suman a la gran parada y desfile civico militar 2026 por Radio Nacional
- Video: las combatientes femeninas desfilaron en la gran parada y desfile civico militar 2026 por Exitosa Noticias2026-07-30 · tone +2.1
Cluster 10: short English theme max 12 words
n=43 · share 1.4% · mean tone -1.49 · silhouette 0.095 · bond score 0
Keywords: lng, books, amerika, kapsamnda, rus, dron, abdnin, alan
Representative articles
- Global economy at crossroads with drone attacks2026-07-27 · tone -1.7Bostan korkulukları yerine füzesavarlar: Küresel ekonomi bir dönüm noktasında - Dünya Gazetesi
- Armed fireman kills shipyard worker2026-07-28 · tone -5.5Ateş hattında seyrüsefer emekçiyi öldürüyor
- Turkish exports to Latin America rise sharply2026-07-29 · tone +3.4Türkiye'nin Latin Amerika ihracatı yükselişte! İlk 6 ayda 2,5 milyar doları aştı - Ekonomi Haberleri
- US LNG dominance raises European gas prices2026-07-28 · tone +1.0ABD'nin LNG hakimiyeti, Avrupa'da gaz fiyatlarını üç katına çıkardı!
- Hasarlı Ticaret Gemisi Trabzon’a Geldi2026-07-27 · tone -4.8
Cluster 11: short English theme max 12 words
n=42 · share 1.3% · mean tone -0.02 · silhouette 0.078 · bond score 0
Keywords: pentru, trump, romnia, china, donald, care, peste, luni
Representative articles
- US-China 6G alliance with Greece2026-07-27 · tone +3.8Πρωτοβουλία Τραμπ για τα δίκτυα 6G με τη συμμετοχή της Ελλάδας
- Trump's 6G alliance against China includes Greece2026-07-27 · tone +2.9Politico: Ο Τραμπ δημιουργεί τη 'συμμαχία του 6G' απέναντι στην Κίνα – Συμμετέχει και η Ελλάδα
- Συμμαχία 20+ κρατών από την κυβέρνηση Τραμπ για το 6G απέναντι στην Κίνα2026-07-27 · tone +3.2
- Οικονομικός κλοιός στα Στενά - Σε κίνδυνο το 80% του παγκόσμιου εμπορίου - Εκτοξεύεται το κόστος στη ναυτιλία, φόβοι για ελλείψεις2026-07-30 · tone -4.2
- Παγκόσμιο εμπόριο: Ο Παναμάς ανοίγει τέταρτο μέτωπο στις θαλάσσιες μεταφορές2026-07-26 · tone -5.6
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 | Costa Rican accused of child sexual abuse extradited | 1793 | 56.8% | -0.43 | -0.034 | 2 | panam, julio, pas, millones, ministerio, venezuela, caribe, internacional |
| 1 | Tax Credits in Pandora Operation Probed | 365 | 11.6% | -1.00 | 0.058 | 2 | panama, city, july, global, panama city, united, states, country |
| 2 | short English theme max 12 words | 113 | 3.6% | 2.27 | 0.076 | 0 | fujimori, keiko, keiko fujimori, milei, lima, presidenta, mando, electa |
| 3 | short English theme max 12 words | 111 | 3.5% | -2.83 | 0.133 | 2 | limited, reuters, marine, sputnik, ceea, persian gulf, insurance company, persian |
| 5 | short English theme max 12 words | 100 | 3.2% | -4.74 | 0.210 | 3 | rusia, ucrania, guerra, panameos, rusia ucrania, guerra rusia, conflicto, reclutamiento |
| 6 | Ortega ends democracy in Nicaragua with election suspension | 85 | 2.7% | -2.52 | 0.261 | 3 | nicaragua, ortega, elecciones, daniel ortega, daniel, declaraciones, parlamento, pas |
| 7 | short English theme max 12 words | 62 | 2.0% | -1.44 | 0.143 | 1 | fujimori, keiko, keiko fujimori, presidenta, presidencia, asume, estado, fujimori asume |
| 8 | Trump imposes tariffs on 60 economies worldwide | 46 | 1.5% | -3.55 | 0.346 | 3 | trump, aranceles, arancel, temporal, estados unidos, unidos, comercial, estados |
Cluster detail & representative articles
Cluster 0: Costa Rican accused of child sexual abuse extradited
n=1793 · share 56.8% · mean tone -0.43 · silhouette -0.034 · bond score 2
Keywords: panam, julio, pas, millones, ministerio, venezuela, caribe, internacional
Representative articles
- Extradite Costa Rican accused of child sexual abuse2026-07-22 · tone -0.8Tal cual
- Chaparrones hicieron de las suyas - Últimas Noticias2026-07-27 · tone -5.8
- Política2026-07-27 · tone -2.4
- Pronto lo veremos2026-07-28 · tone -2.8
- El Canal de Panamá está cobrando cada vez más importancia | Diario Sur2026-07-26 · tone -4.8
Cluster 1: Tax Credits in Pandora Operation Probed
n=365 · share 11.6% · mean tone -1.00 · silhouette 0.058 · bond score 2
Keywords: panama, city, july, global, panama city, united, states, country
Representative articles
- Panama Investigates Tax Credits in Pandora Scandal2026-07-21 · tone -7.0World News Quick Take - Taipei Times
- Archives2026-07-30 · tone -3.7
- This website is unavailable in your location. – WPXI2026-07-21 · tone -7.3
- Hot Talk Radio2026-07-28 · tone -2.2
- This website is unavailable in your location. – WFTV2026-07-21 · tone -1.7
Cluster 2: short English theme max 12 words
n=113 · share 3.6% · mean tone 2.27 · silhouette 0.076 · bond score 0
Keywords: fujimori, keiko, keiko fujimori, milei, lima, presidenta, mando, electa
Representative articles
- Mulino travels to Peru for Fujimori's inauguration2026-07-27 · tone +4.3Presidente Mulino viaja a Perú para participar de la toma de posesión de Keiko Fujimori
- Milei meets Fujimori ahead of Peruvian presidency2026-07-28 · tone +2.7Javier Milei se reunió con Keiko Fujimori en Perú antes de su asunción presidencial
- Milei viajó a Perú para participar de la asunción presidencial de Keiko Fujimori2026-07-28 · tone +2.0
- Presidente Mulino viaja a Perú para participar de la toma de posesión de Keiko Fujimori como presidenta2026-07-27 · tone +4.3
- Milei viajó a Perú para asistir a la asunción de Keiko Fujimori2026-07-28 · tone +2.6
Cluster 3: short English theme max 12 words
n=111 · share 3.5% · mean tone -2.83 · silhouette 0.133 · bond score 2
Keywords: limited, reuters, marine, sputnik, ceea, persian gulf, insurance company, persian
Representative articles
- 21st EU sanctions package on Russia2026-07-23 · tone -6.221-й пакет санкций ЕС: что попало под новые ограничения против России
- What changes with EU's 21st round of sanctions against Russia2026-07-23 · tone -3.7Что меняет 21-й пакет санкций Евросоюза против России
- EU imposes new sanctions on Russia2026-07-23 · tone -4.6Евросоюз ввел новые санкции против России
- EU adopts 21st round of anti-Russian sanctions2026-07-23 · tone -4.6ЕС принял 21-й пакет антироссийских санкций | Эксперт
- 21-й пакет санкцій проти Росії: високі амбіції проти економічних інтересів2026-07-24 · tone -2.8
Cluster 5: short English theme max 12 words
n=100 · share 3.2% · mean tone -4.74 · silhouette 0.210 · bond score 3
Keywords: rusia, ucrania, guerra, panameos, rusia ucrania, guerra rusia, conflicto, reclutamiento
Representative articles
- Panamanian Death in Russia-Ukraine Conflict Reported2026-07-25 · tone -3.7Reportan la muerte de panameños en el conflicto Rusia-Ucrania
- Panamanian Confirmed Dead in Russia-Ukraine War2026-07-25 · tone -5.6Confirman muerte de un panameño en guerra de Rusia y Ucrania
- Gobierno Confirms Recruitment of Panamanians for Russia-Ukraine War2026-07-25 · tone -4.3Gobierno confirma reclutamiento de panameños para la guerra entre Rusia y Ucrania
- Panamanian Ministry Tracking Cases of Citizens Recruited for War2026-07-24 · tone -2.0Cancillería de Panamá da seguimiento a casos de panameños reclutados para la guerra entre Rusia y Ucrania
- Al menos 20 panameños y un fallecido en la guerra entre Rusia y Ucrania2026-07-25 · tone -2.9
Cluster 6: Ortega ends democracy in Nicaragua with election suspension
n=85 · share 2.7% · mean tone -2.52 · silhouette 0.261 · bond score 3
Keywords: nicaragua, ortega, elecciones, daniel ortega, daniel, declaraciones, parlamento, pas
Representative articles
- Ortega sentences democracy in Nicaragua with end of elections2026-07-22 · tone -4.7Ortega sentencia la democracia en Nicaragua con el fin de las elecciones | Diario Sur
- Ortega's move sparks international diplomatic tension2026-07-22 · tone -4.7Ortega sentencia la democracia en Nicaragua con el fin de las elecciones | El Correo
- Ortega defies elections, escalating international diplomatic tension2026-07-22 · tone -1.4Desafío de Ortega a las elecciones en Nicaragua despierta escalada diplomática internacional
- Ortega sentencia la democracia en Nicaragua con el fin de las elecciones | Hoy2026-07-22 · tone -4.7
- Nicaragua inicia reformas tras orden de Ortega de eliminar elecciones y enfrenta críticas2026-07-22 · tone -2.4
Cluster 7: short English theme max 12 words
n=62 · share 2.0% · mean tone -1.44 · silhouette 0.143 · bond score 1
Keywords: fujimori, keiko, keiko fujimori, presidenta, presidencia, asume, estado, fujimori asume
Representative articles
- Keiko Fujimori assumes Peruvian presidency2026-07-28 · tone -3.4Keiko Fujimori asume la Presidencia de Perú
- Keiko Fujimori takes office and addresses corruption2026-07-28 · tone -1.7Keiko Fujimori asumió presidencia de Perú y hace primeros anuncios (+ videos)
- Keiko Fujimori asume la presidencia de Perú y enfrenta el desafío de la corrupción2026-07-28 · tone -2.4
- Keiko Fujimori jura como presidenta de Perú por cinco años, "ni un día más"2026-07-28 · tone -2.9
- Keiko Fujimori asume la presidencia de Perú hasta 20312026-07-28 · tone +0.5
Cluster 8: Trump imposes tariffs on 60 economies worldwide
n=46 · share 1.5% · mean tone -3.55 · silhouette 0.346 · bond score 3
Keywords: trump, aranceles, arancel, temporal, estados unidos, unidos, comercial, estados
Representative articles
- Trump imposes tariffs of 10%-12.5% on 60 economies2026-07-24 · tone -3.9Trump impone aranceles de entre el 10 % y el 12,5 % a 60 economías del mundo
- Trump imposes 10%-12.5% tariffs on 60 economies - World - ABC Color2026-07-23 · tone -3.1Trump impone aranceles de entre el 10 % y el 12,5 % a 60 economías - Mundo - ABC Color
- Trump slaps up to 12.5% tariffs on 60 countries for forced labor2026-07-24 · tone -5.2Trump impone aranceles de hasta el 12,5 % a 60 países por no combatir el trabajo forzoso
- Trump slaps 10-12.5% tariffs on over 60 economies2026-07-24 · tone -3.8Trump impone aranceles entre el 10 el 12.5 % a más 60 economías
- Trump impone nuevos aranceles contra 60 países, incluido México2026-07-24 · tone -3.6