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Paraguay (PRY) — local news analysis

Window R20260730_14d (2026-07-17 → 2026-07-30) · English BERTopic report on local A1 fulltext e5 embeddings

4111 articles
9 topics shown (of 20 formed)
1575 noise
overall silhouette 0.065

Bond-relevance filter (large market)

Showing 9 of 20 clusters that match sovereign / EMBI / fiscal / policy keywords. 11 clusters filtered out as lower bond-spread relevance.

Show filtered-out clusters (11)

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)”.

IDLabel (EN)nShare Mean toneSilhouetteBond scoreKeywords
0Power outage affects traffic lights in Campo Grande42910.4%-1.490.0150paraguai, brasil, aps, sul, grande, lula, polcia, nesta
1short English theme max 12 words3749.1%0.860.1040fujimori, keiko, keiko fujimori, presidenta, lima, presidente, mando, milei
2short English theme max 12 words3288.0%0.62-0.0250julio, agosto, pas, asuncin, vida, argentina, msica, historia
3Paraguayan Trade and Regional Relations2506.1%0.14-0.0130trade, latin, south, mercosur, america, countries, china, united
6Short English theme max 12 words1112.7%-1.360.1130lluvias, nio, tormentas, fenmeno, meteorologa, vientos, direccin meteorologa, sur
8short English theme max 12 words822.0%0.780.0300boca, torneo, clausura, copa, torneo clausura, final, ohiggins, sudamericana
9Paraguayan politics update671.6%1.290.0960cartes, colorado, horacio, anr, horacio cartes, partido, candidatos, partido colorado
11short English theme max 12 words641.6%4.130.3850anthony, marc, ferreira, hija, nacimiento, llegada, beb, cantante
15short English theme max 12 words481.2%-4.820.0600accidente, choque, conductor, vehculo, fatal, camioneta, trnsito, ruta
17short English theme max 12 words451.1%1.490.1630fta, jica, notice, content, pictures, videos, mercosur, including
19pentru, china, trump, administration411.0%0.300.1620pentru, china, trump, administration, chinas, chinei, hundreds millions, millions

Cluster 0: Power outage affects traffic lights in Campo Grande

n=429 · share 10.4% · mean tone -1.49 · silhouette 0.015 · bond score 0

Keywords: paraguai, brasil, aps, sul, grande, lula, polcia, nesta

Representative articles

Cluster 1: short English theme max 12 words

n=374 · share 9.1% · mean tone 0.86 · silhouette 0.104 · bond score 0

Keywords: fujimori, keiko, keiko fujimori, presidenta, lima, presidente, mando, milei

Representative articles

Cluster 2: short English theme max 12 words

n=328 · share 8.0% · mean tone 0.62 · silhouette -0.025 · bond score 0

Keywords: julio, agosto, pas, asuncin, vida, argentina, msica, historia

Representative articles

Cluster 3: Paraguayan Trade and Regional Relations

n=250 · share 6.1% · mean tone 0.14 · silhouette -0.013 · bond score 0

Keywords: trade, latin, south, mercosur, america, countries, china, united

Representative articles

Cluster 6: Short English theme max 12 words

n=111 · share 2.7% · mean tone -1.36 · silhouette 0.113 · bond score 0

Keywords: lluvias, nio, tormentas, fenmeno, meteorologa, vientos, direccin meteorologa, sur

Representative articles

Cluster 8: short English theme max 12 words

n=82 · share 2.0% · mean tone 0.78 · silhouette 0.030 · bond score 0

Keywords: boca, torneo, clausura, copa, torneo clausura, final, ohiggins, sudamericana

Representative articles

Cluster 9: Paraguayan politics update

n=67 · share 1.6% · mean tone 1.29 · silhouette 0.096 · bond score 0

Keywords: cartes, colorado, horacio, anr, horacio cartes, partido, candidatos, partido colorado

Representative articles

Cluster 11: short English theme max 12 words

n=64 · share 1.6% · mean tone 4.13 · silhouette 0.385 · bond score 0

Keywords: anthony, marc, ferreira, hija, nacimiento, llegada, beb, cantante

Representative articles

Cluster 15: short English theme max 12 words

n=48 · share 1.2% · mean tone -4.82 · silhouette 0.060 · bond score 0

Keywords: accidente, choque, conductor, vehculo, fatal, camioneta, trnsito, ruta

Representative articles

Cluster 17: short English theme max 12 words

n=45 · share 1.1% · mean tone 1.49 · silhouette 0.163 · bond score 0

Keywords: fta, jica, notice, content, pictures, videos, mercosur, including

Representative articles

Cluster 19: pentru, china, trump, administration

n=41 · share 1.0% · mean tone 0.30 · silhouette 0.162 · bond score 0

Keywords: pentru, china, trump, administration, chinas, chinei, hundreds millions, millions

Representative articles

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 (bond-relevant, English)

IDLabel (EN)nShare Mean toneSilhouetteBond scoreKeywords
4short English theme max 12 words1714.2%2.050.0263arp, millones, expo, paraguay arp, inversin, crecimiento, sector, industria
5short English theme max 12 words1112.7%-4.490.1452ataque, naranjito, policial, canindey, epp, puesto policial, puesto, departamento canindey
7Paraguayan lawmakers condemn Lula's comments on Triple Alliance War1012.5%-2.720.1414lula, guerra, triple alianza, triple, alianza, guerra triple, brasil, lula silva
10Paraguay's ANDE leadership change and energy policy shifts661.6%0.240.1144ande, energa, electricidad, bez, sosa, administracin electricidad, flix sosa, electricidad ande
12Short English theme max 12 words571.4%-1.910.1302ips, instituto previsin, previsin social, previsin, social ips, hospital, social, fretes
13short English theme max 12 words531.3%-5.350.0561trata, sexual, vctimas, adolescente, argentino, explotacin, detenido, casos
14short English theme max 12 words501.2%1.160.1801fifa, mundial, selecciones, copa, mundo, copa mundo, torneo, conmebol
16Paraguayan Politician's Strategy and Diplomatic Tensions461.1%-1.550.1192milei, brasil, lula, javier milei, javier, presidente, bolsonaro, pablo
18Theme: detencin, crcel, detenida, juez, hecho, orden, prisin, juicio421.0%-4.880.0342detencin, crcel, detenida, juez, hecho, orden, prisin, juicio

Cluster detail & representative articles

Cluster 4: short English theme max 12 words

n=171 · share 4.2% · mean tone 2.05 · silhouette 0.026 · bond score 3

Keywords: arp, millones, expo, paraguay arp, inversin, crecimiento, sector, industria

Representative articles

Cluster 5: short English theme max 12 words

n=111 · share 2.7% · mean tone -4.49 · silhouette 0.145 · bond score 2

Keywords: ataque, naranjito, policial, canindey, epp, puesto policial, puesto, departamento canindey

Representative articles

Cluster 7: Paraguayan lawmakers condemn Lula's comments on Triple Alliance War

n=101 · share 2.5% · mean tone -2.72 · silhouette 0.141 · bond score 4

Keywords: lula, guerra, triple alianza, triple, alianza, guerra triple, brasil, lula silva

Representative articles

Cluster 10: Paraguay's ANDE leadership change and energy policy shifts

n=66 · share 1.6% · mean tone 0.24 · silhouette 0.114 · bond score 4

Keywords: ande, energa, electricidad, bez, sosa, administracin electricidad, flix sosa, electricidad ande

Representative articles

Cluster 12: Short English theme max 12 words

n=57 · share 1.4% · mean tone -1.91 · silhouette 0.130 · bond score 2

Keywords: ips, instituto previsin, previsin social, previsin, social ips, hospital, social, fretes

Representative articles

Cluster 13: short English theme max 12 words

n=53 · share 1.3% · mean tone -5.35 · silhouette 0.056 · bond score 1

Keywords: trata, sexual, vctimas, adolescente, argentino, explotacin, detenido, casos

Representative articles

Cluster 14: short English theme max 12 words

n=50 · share 1.2% · mean tone 1.16 · silhouette 0.180 · bond score 1

Keywords: fifa, mundial, selecciones, copa, mundo, copa mundo, torneo, conmebol

Representative articles

Cluster 16: Paraguayan Politician's Strategy and Diplomatic Tensions

n=46 · share 1.1% · mean tone -1.55 · silhouette 0.119 · bond score 2

Keywords: milei, brasil, lula, javier milei, javier, presidente, bolsonaro, pablo

Representative articles

Cluster 18: Theme: detencin, crcel, detenida, juez, hecho, orden, prisin, juicio

n=42 · share 1.0% · mean tone -4.88 · silhouette 0.034 · bond score 2

Keywords: detencin, crcel, detenida, juez, hecho, orden, prisin, juicio

Representative articles