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Peru (PER) — local news analysis

Window R20260903_21d (2026-08-14 → 2026-09-03) · English BERTopic report on local A1 fulltext e5 embeddings

8030 articles
20 topics shown (of 45 formed)
3009 noise
overall silhouette 0.066

Bond-relevance filter (large market)

Showing 20 of 45 clusters that match sovereign / EMBI / fiscal / policy keywords. 25 clusters filtered out as lower bond-spread relevance.

Show filtered-out clusters (25)

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
0LATINA NEWS UPDATE2693.3%-4.130.1160latina, latina noticias, noticias, nuestra, noticias latina, noticias central, nuestra membresa, membresa
2short English theme max 12 words2523.1%-6.450.0470atv, atv noticias, ocurre ahora, noticias, ocurre, noticias edicin, ahora, edicin
6Andina Daily News and Current Events1922.4%-0.900.0260andina, noticias andina, agencia noticias, agencia, diario peruano, peruano, infrmate ltimas, infrmate
7short English theme max 12 words1892.4%-2.180.1300tvper, tvper noticias, vivo noticias, vivo, noticias, noticias vivo, agosto tvper, noticias tarde
8Jhonsson Pulpo captured in Bolivia, arrives in Peru1602.0%-4.770.0870jhonsson, pulpo, jhonsson pulpo, pulpos, bolivia, cabecilla, cabecilla pulpos, cruz
11short English theme max 12 words1361.7%-5.630.0140accidente, choque, vehculo, joven, ocurri, motocicleta, placa, vctima
12short English theme max 12 words1311.6%-6.180.0170agentes, intervencin, polica, operativo, policial, pnp, prisin, fueron
16short English theme max 12 words1211.5%0.83-0.0080amrica, espectculos, mira, amrica noticias, gratis, descarga, descarga app, app
18Theme: empresario, trujillo, lara, secuestro, minero, cuatro, empresario minero, lara tantaquilla1191.5%-5.200.1060empresario, trujillo, lara, secuestro, minero, cuatro, empresario minero, lara tantaquilla
19Theme: igp, magnitud, sismo, temblor, instituto geofsico, geofsico, epicentro, kilmetros1161.4%-2.450.0940igp, magnitud, sismo, temblor, instituto geofsico, geofsico, epicentro, kilmetros
23guion, shorts, rtv repblica, rtv891.1%-3.020.0980guion, shorts, rtv repblica, rtv, repblica, carlos cornejo, cornejo, olvide
26Theme: cosmos, envivo cosmos, envivo, cosmos noticias, bien servido, servido, envivo bien, bien750.9%-4.250.2130cosmos, envivo cosmos, envivo, cosmos noticias, bien servido, servido, envivo bien, bien
28Theme: cienciano, alianza lima, alianza, copa, torneo, clausura, partido, torneo clausura710.9%4.250.0350cienciano, alianza lima, alianza, copa, torneo, clausura, partido, torneo clausura
29Theme: senamhi, temperaturas, meteorologa, servicio meteorologa, meteorologa hidrologa, hidrologa, sierra, hidrologa sen690.9%-1.070.1230senamhi, temperaturas, meteorologa, servicio meteorologa, meteorologa hidrologa, hidrologa, sierra, hidrologa senamhi
30nepal, desborde, avalancha, riesgo desborde670.8%-5.440.0490nepal, desborde, avalancha, riesgo desborde, latina noticias, glaciares, latina, lagunas
32correo, diario correo, aqu web, httpsdiariocorreope640.8%-4.200.0930correo, diario correo, aqu web, httpsdiariocorreope, web httpsdiariocorreope, httpsdiariocorreope twitter, suscrbete aqu, httpstwittercomdiariocorreo
34Theme: relacin, angie, jibaja, matrimonio, actriz, corazn, serrano, cantante600.7%2.560.0260relacin, angie, jibaja, matrimonio, actriz, corazn, serrano, cantante
35Video: Diputado CIPRIANI:590.7%-1.10-0.0541alfredo torres, alfredo, keiko, deseo, torres, edwin espinoza, blindar, tica congreso
36casos, dengue, minsa, contagios540.7%-2.560.1131casos, dengue, minsa, contagios, sarampin, salud, brote, sanitaria
38arequipa, caf, aniversario, ciudad500.6%3.570.0201arequipa, caf, aniversario, ciudad, caf peruano, festival, productores, reunir
39humala, ollanta humala, ollanta, expresidente490.6%-4.050.0980humala, ollanta humala, ollanta, expresidente, chvez, toledo, heredia, odebrecht
41Theme: lacontra, short, contraataque, hildebrandt, amigo, amigo keiko, colectivopas, keiko470.6%-3.340.0990lacontra, short, contraataque, hildebrandt, amigo, amigo keiko, colectivopas, keiko
42Theme: programa completo, completo, panamericana noticias, panamericana, programa, horas edicin, opinin, comenta compart460.6%-1.190.1870programa completo, completo, panamericana noticias, panamericana, programa, horas edicin, opinin, comenta comparte
43Theme: trome, giovanna, httpswwwinstagramcomtromeoficial tiktok, instagram httpswwwinstagramcomtromeoficial, httpswwwins440.5%-2.290.1260trome, giovanna, httpswwwinstagramcomtromeoficial tiktok, instagram httpswwwinstagramcomtromeoficial, httpswwwinstagramcomtromeoficial, httpstwittercomtromepe, twitter httpstwittercomtromepe, httpstwittercomtromepe instagram
44bypass, horas, agresin, horas vivo410.5%-4.980.1420bypass, horas, agresin, horas vivo, vivo, inundada, carretera, villa mara

Cluster 0: LATINA NEWS UPDATE

n=269 · share 3.3% · mean tone -4.13 · silhouette 0.116 · bond score 0

Keywords: latina, latina noticias, noticias, nuestra, noticias latina, noticias central, nuestra membresa, membresa

Representative articles

Cluster 2: short English theme max 12 words

n=252 · share 3.1% · mean tone -6.45 · silhouette 0.047 · bond score 0

Keywords: atv, atv noticias, ocurre ahora, noticias, ocurre, noticias edicin, ahora, edicin

Representative articles

Cluster 6: Andina Daily News and Current Events

n=192 · share 2.4% · mean tone -0.90 · silhouette 0.026 · bond score 0

Keywords: andina, noticias andina, agencia noticias, agencia, diario peruano, peruano, infrmate ltimas, infrmate

Representative articles

Cluster 7: short English theme max 12 words

n=189 · share 2.4% · mean tone -2.18 · silhouette 0.130 · bond score 0

Keywords: tvper, tvper noticias, vivo noticias, vivo, noticias, noticias vivo, agosto tvper, noticias tarde

Representative articles

Cluster 8: Jhonsson Pulpo captured in Bolivia, arrives in Peru

n=160 · share 2.0% · mean tone -4.77 · silhouette 0.087 · bond score 0

Keywords: jhonsson, pulpo, jhonsson pulpo, pulpos, bolivia, cabecilla, cabecilla pulpos, cruz

Representative articles

Cluster 11: short English theme max 12 words

n=136 · share 1.7% · mean tone -5.63 · silhouette 0.014 · bond score 0

Keywords: accidente, choque, vehculo, joven, ocurri, motocicleta, placa, vctima

Representative articles

Cluster 12: short English theme max 12 words

n=131 · share 1.6% · mean tone -6.18 · silhouette 0.017 · bond score 0

Keywords: agentes, intervencin, polica, operativo, policial, pnp, prisin, fueron

Representative articles

Cluster 16: short English theme max 12 words

n=121 · share 1.5% · mean tone 0.83 · silhouette -0.008 · bond score 0

Keywords: amrica, espectculos, mira, amrica noticias, gratis, descarga, descarga app, app

Representative articles

Cluster 18: Theme: empresario, trujillo, lara, secuestro, minero, cuatro, empresario minero, lara tantaquilla

n=119 · share 1.5% · mean tone -5.20 · silhouette 0.106 · bond score 0

Keywords: empresario, trujillo, lara, secuestro, minero, cuatro, empresario minero, lara tantaquilla

Representative articles

Cluster 19: Theme: igp, magnitud, sismo, temblor, instituto geofsico, geofsico, epicentro, kilmetros

n=116 · share 1.4% · mean tone -2.45 · silhouette 0.094 · bond score 0

Keywords: igp, magnitud, sismo, temblor, instituto geofsico, geofsico, epicentro, kilmetros

Representative articles

Cluster 23: guion, shorts, rtv repblica, rtv

n=89 · share 1.1% · mean tone -3.02 · silhouette 0.098 · bond score 0

Keywords: guion, shorts, rtv repblica, rtv, repblica, carlos cornejo, cornejo, olvide

Representative articles

Cluster 26: Theme: cosmos, envivo cosmos, envivo, cosmos noticias, bien servido, servido, envivo bien, bien

n=75 · share 0.9% · mean tone -4.25 · silhouette 0.213 · bond score 0

Keywords: cosmos, envivo cosmos, envivo, cosmos noticias, bien servido, servido, envivo bien, bien

Representative articles

Cluster 28: Theme: cienciano, alianza lima, alianza, copa, torneo, clausura, partido, torneo clausura

n=71 · share 0.9% · mean tone 4.25 · silhouette 0.035 · bond score 0

Keywords: cienciano, alianza lima, alianza, copa, torneo, clausura, partido, torneo clausura

Representative articles

Cluster 29: Theme: senamhi, temperaturas, meteorologa, servicio meteorologa, meteorologa hidrologa, hidrologa, sierra, hidrologa sen

n=69 · share 0.9% · mean tone -1.07 · silhouette 0.123 · bond score 0

Keywords: senamhi, temperaturas, meteorologa, servicio meteorologa, meteorologa hidrologa, hidrologa, sierra, hidrologa senamhi

Representative articles

Cluster 30: nepal, desborde, avalancha, riesgo desborde

n=67 · share 0.8% · mean tone -5.44 · silhouette 0.049 · bond score 0

Keywords: nepal, desborde, avalancha, riesgo desborde, latina noticias, glaciares, latina, lagunas

Representative articles

Cluster 32: correo, diario correo, aqu web, httpsdiariocorreope

n=64 · share 0.8% · mean tone -4.20 · silhouette 0.093 · bond score 0

Keywords: correo, diario correo, aqu web, httpsdiariocorreope, web httpsdiariocorreope, httpsdiariocorreope twitter, suscrbete aqu, httpstwittercomdiariocorreo

Representative articles

Cluster 34: Theme: relacin, angie, jibaja, matrimonio, actriz, corazn, serrano, cantante

n=60 · share 0.7% · mean tone 2.56 · silhouette 0.026 · bond score 0

Keywords: relacin, angie, jibaja, matrimonio, actriz, corazn, serrano, cantante

Representative articles

Cluster 35: Video: Diputado CIPRIANI:

n=59 · share 0.7% · mean tone -1.10 · silhouette -0.054 · bond score 1

Keywords: alfredo torres, alfredo, keiko, deseo, torres, edwin espinoza, blindar, tica congreso

Representative articles

Cluster 36: casos, dengue, minsa, contagios

n=54 · share 0.7% · mean tone -2.56 · silhouette 0.113 · bond score 1

Keywords: casos, dengue, minsa, contagios, sarampin, salud, brote, sanitaria

Representative articles

Cluster 38: arequipa, caf, aniversario, ciudad

n=50 · share 0.6% · mean tone 3.57 · silhouette 0.020 · bond score 1

Keywords: arequipa, caf, aniversario, ciudad, caf peruano, festival, productores, reunir

Representative articles

Cluster 39: humala, ollanta humala, ollanta, expresidente

n=49 · share 0.6% · mean tone -4.05 · silhouette 0.098 · bond score 0

Keywords: humala, ollanta humala, ollanta, expresidente, chvez, toledo, heredia, odebrecht

Representative articles

Cluster 41: Theme: lacontra, short, contraataque, hildebrandt, amigo, amigo keiko, colectivopas, keiko

n=47 · share 0.6% · mean tone -3.34 · silhouette 0.099 · bond score 0

Keywords: lacontra, short, contraataque, hildebrandt, amigo, amigo keiko, colectivopas, keiko

Representative articles

Cluster 42: Theme: programa completo, completo, panamericana noticias, panamericana, programa, horas edicin, opinin, comenta compart

n=46 · share 0.6% · mean tone -1.19 · silhouette 0.187 · bond score 0

Keywords: programa completo, completo, panamericana noticias, panamericana, programa, horas edicin, opinin, comenta comparte

Representative articles

Cluster 43: Theme: trome, giovanna, httpswwwinstagramcomtromeoficial tiktok, instagram httpswwwinstagramcomtromeoficial, httpswwwins

n=44 · share 0.5% · mean tone -2.29 · silhouette 0.126 · bond score 0

Keywords: trome, giovanna, httpswwwinstagramcomtromeoficial tiktok, instagram httpswwwinstagramcomtromeoficial, httpswwwinstagramcomtromeoficial, httpstwittercomtromepe, twitter httpstwittercomtromepe, httpstwittercomtromepe instagram

Representative articles

Cluster 44: bypass, horas, agresin, horas vivo

n=41 · share 0.5% · mean tone -4.98 · silhouette 0.142 · bond score 0

Keywords: bypass, horas, agresin, horas vivo, vivo, inundada, carretera, villa mara

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
1Peru's Investment and Growth2543.2%0.89-0.0002millones, empresas, mercado, crecimiento, inversin, sostenibilidad, empresa, empleo
3El Niño risk and prevention in Peru2212.8%-2.640.0401nio, fenmeno, fenmeno nio, riesgo, piura, millones, prevencin, agua
4short English theme max 12 words2132.7%-4.030.0541bethel, bethel noticias, noticias, bethelnoticias, baella, alfonso baella, alfonso, hora punta
5short English theme max 12 words1952.4%-5.120.0821gestin, mundo, diario gestin, trump, diario, eeuu, irn, noticias agosto
9Peru news on Trujillo events and elections1411.8%-3.090.0471sol, envivo, sol noticias, trujillo, agosto envivo, noticias, canal, lunes agosto
10Flooding blocks Panamericana Sur route in Arequipa1361.7%-3.970.0621sur, panamericana sur, panamericana, ocoa, carretera, arequipa, trnsito, atico
14short English theme max 12 words1271.6%-3.610.0193jueces, poltica, opinin, jnj, artculo, estado, poder, justicia
13short English theme max 12 words1271.6%-4.770.0801bho, pico, keiko, fujimori, keiko fujimori, ayacucho, puno, mabel
15short English theme max 12 words1221.5%-3.530.0622comercio, tqh, versus, comercio luis, galarreta, leiva, milagros leiva, luis galarreta
17short English theme max 12 words1201.5%-0.710.0983elecciones, jurado elecciones, jne, jurado, electoral, electorales, onpe, regionales
20Theme: electoral, lpez aliaga, candidatos, alcalda, aliaga, lpez, candidato, rafael lpez1101.4%-3.360.0302electoral, lpez aliaga, candidatos, alcalda, aliaga, lpez, candidato, rafael lpez
21Theme: exitosa, exitosa noticias, scar paz, deportes scar, exitosa deportes, panez, carlos panez, deportes1071.3%-1.210.0561exitosa, exitosa noticias, scar paz, deportes scar, exitosa deportes, panez, carlos panez, deportes
22Theme: comandante, arriola, comandante general, mocin, general, scar arriola, ministro, scar991.2%-3.110.0544comandante, arriola, comandante general, mocin, general, scar arriola, ministro, scar
24Theme: buenos, solucin, natural, solucin natural, omega, omega red, regemax, fenmeno nio891.1%-5.330.0341buenos, solucin, natural, solucin natural, omega, omega red, regemax, fenmeno nio
25Theme: concierto, cine, entradas, espectculo, msica, prximo, noche, pelcula861.1%3.360.0801concierto, cine, entradas, espectculo, msica, prximo, noche, pelcula
27Theme: facultades, galarreta, legislativas, facultades legislativas, cmara, diputados, cmara diputados, ministros740.9%-2.040.0815facultades, galarreta, legislativas, facultades legislativas, cmara, diputados, cmara diputados, ministros
31Theme: ayacucho, sismo, coracora, sismo magnitud, magnitud, movimiento, parinacochas, daos650.8%-1.890.1341ayacucho, sismo, coracora, sismo magnitud, magnitud, movimiento, parinacochas, daos
33papa, len, len xiv, papa len630.8%1.390.0731papa, len, len xiv, papa len, xiv, visita, feriados, noviembre
37viral, diego acua, acua, diego530.7%-2.450.0453viral, diego acua, acua, diego, peru, ago, entrevista canal, trenes
40Theme: expreso, diario expreso, diario, caf expreso, caf, cienciano, cuestiona, javier490.6%-3.810.0915expreso, diario expreso, diario, caf expreso, caf, cienciano, cuestiona, javier

Cluster detail & representative articles

Cluster 1: Peru's Investment and Growth

n=254 · share 3.2% · mean tone 0.89 · silhouette -0.000 · bond score 2

Keywords: millones, empresas, mercado, crecimiento, inversin, sostenibilidad, empresa, empleo

Representative articles

Cluster 3: El Niño risk and prevention in Peru

n=221 · share 2.8% · mean tone -2.64 · silhouette 0.040 · bond score 1

Keywords: nio, fenmeno, fenmeno nio, riesgo, piura, millones, prevencin, agua

Representative articles

Cluster 4: short English theme max 12 words

n=213 · share 2.7% · mean tone -4.03 · silhouette 0.054 · bond score 1

Keywords: bethel, bethel noticias, noticias, bethelnoticias, baella, alfonso baella, alfonso, hora punta

Representative articles

Cluster 5: short English theme max 12 words

n=195 · share 2.4% · mean tone -5.12 · silhouette 0.082 · bond score 1

Keywords: gestin, mundo, diario gestin, trump, diario, eeuu, irn, noticias agosto

Representative articles

Cluster 9: Peru news on Trujillo events and elections

n=141 · share 1.8% · mean tone -3.09 · silhouette 0.047 · bond score 1

Keywords: sol, envivo, sol noticias, trujillo, agosto envivo, noticias, canal, lunes agosto

Representative articles

Cluster 10: Flooding blocks Panamericana Sur route in Arequipa

n=136 · share 1.7% · mean tone -3.97 · silhouette 0.062 · bond score 1

Keywords: sur, panamericana sur, panamericana, ocoa, carretera, arequipa, trnsito, atico

Representative articles

Cluster 14: short English theme max 12 words

n=127 · share 1.6% · mean tone -3.61 · silhouette 0.019 · bond score 3

Keywords: jueces, poltica, opinin, jnj, artculo, estado, poder, justicia

Representative articles

Cluster 13: short English theme max 12 words

n=127 · share 1.6% · mean tone -4.77 · silhouette 0.080 · bond score 1

Keywords: bho, pico, keiko, fujimori, keiko fujimori, ayacucho, puno, mabel

Representative articles

Cluster 15: short English theme max 12 words

n=122 · share 1.5% · mean tone -3.53 · silhouette 0.062 · bond score 2

Keywords: comercio, tqh, versus, comercio luis, galarreta, leiva, milagros leiva, luis galarreta

Representative articles

Cluster 17: short English theme max 12 words

n=120 · share 1.5% · mean tone -0.71 · silhouette 0.098 · bond score 3

Keywords: elecciones, jurado elecciones, jne, jurado, electoral, electorales, onpe, regionales

Representative articles

Cluster 20: Theme: electoral, lpez aliaga, candidatos, alcalda, aliaga, lpez, candidato, rafael lpez

n=110 · share 1.4% · mean tone -3.36 · silhouette 0.030 · bond score 2

Keywords: electoral, lpez aliaga, candidatos, alcalda, aliaga, lpez, candidato, rafael lpez

Representative articles

Cluster 21: Theme: exitosa, exitosa noticias, scar paz, deportes scar, exitosa deportes, panez, carlos panez, deportes

n=107 · share 1.3% · mean tone -1.21 · silhouette 0.056 · bond score 1

Keywords: exitosa, exitosa noticias, scar paz, deportes scar, exitosa deportes, panez, carlos panez, deportes

Representative articles

Cluster 22: Theme: comandante, arriola, comandante general, mocin, general, scar arriola, ministro, scar

n=99 · share 1.2% · mean tone -3.11 · silhouette 0.054 · bond score 4

Keywords: comandante, arriola, comandante general, mocin, general, scar arriola, ministro, scar

Representative articles

Cluster 24: Theme: buenos, solucin, natural, solucin natural, omega, omega red, regemax, fenmeno nio

n=89 · share 1.1% · mean tone -5.33 · silhouette 0.034 · bond score 1

Keywords: buenos, solucin, natural, solucin natural, omega, omega red, regemax, fenmeno nio

Representative articles

Cluster 25: Theme: concierto, cine, entradas, espectculo, msica, prximo, noche, pelcula

n=86 · share 1.1% · mean tone 3.36 · silhouette 0.080 · bond score 1

Keywords: concierto, cine, entradas, espectculo, msica, prximo, noche, pelcula

Representative articles

Cluster 27: Theme: facultades, galarreta, legislativas, facultades legislativas, cmara, diputados, cmara diputados, ministros

n=74 · share 0.9% · mean tone -2.04 · silhouette 0.081 · bond score 5

Keywords: facultades, galarreta, legislativas, facultades legislativas, cmara, diputados, cmara diputados, ministros

Representative articles

Cluster 31: Theme: ayacucho, sismo, coracora, sismo magnitud, magnitud, movimiento, parinacochas, daos

n=65 · share 0.8% · mean tone -1.89 · silhouette 0.134 · bond score 1

Keywords: ayacucho, sismo, coracora, sismo magnitud, magnitud, movimiento, parinacochas, daos

Representative articles

Cluster 33: papa, len, len xiv, papa len

n=63 · share 0.8% · mean tone 1.39 · silhouette 0.073 · bond score 1

Keywords: papa, len, len xiv, papa len, xiv, visita, feriados, noviembre

Representative articles

Cluster 37: viral, diego acua, acua, diego

n=53 · share 0.7% · mean tone -2.45 · silhouette 0.045 · bond score 3

Keywords: viral, diego acua, acua, diego, peru, ago, entrevista canal, trenes

Representative articles

Cluster 40: Theme: expreso, diario expreso, diario, caf expreso, caf, cienciano, cuestiona, javier

n=49 · share 0.6% · mean tone -3.81 · silhouette 0.091 · bond score 5

Keywords: expreso, diario expreso, diario, caf expreso, caf, cienciano, cuestiona, javier

Representative articles