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Mexico (MEX) — local news analysis

Window R20260721_14d (2026-07-08 → 2026-07-21) · English BERTopic report on local A1 fulltext e5 embeddings

27269 articles
20 topics shown (of 125 formed)
12711 noise
overall silhouette 0.086

Bond-relevance filter (large market)

Showing 20 of 125 clusters that match sovereign / EMBI / fiscal / policy keywords. 105 clusters filtered out as lower bond-spread relevance.

Show filtered-out clusters (105)

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
0Advising protests5372.0%-0.27-0.0081piedras negras, piedras, negras, monclova, saltillo, acua, torren, zcalo
2short English theme max 12 words4971.8%-4.730.0430accidente, conductor, camioneta, carretera, choque, circulaba, percance, vehculo
3Short English theme max 12 words4881.8%-1.64-0.0131lluvias, proteccin civil, fuertes, civil, proteccin, agua, lluvia, inundaciones
4short English theme max 12 words4331.6%-2.840.0720mayo, zambada, mayo zambada, salazar, piloto, ismael, ken, ismael mayo
6short English theme max 12 words2821.0%-5.100.0321ataque, balazos, colonia, vctima, armado, ataque armado, arma fuego, arma
7short English theme max 12 words2601.0%-6.660.1371zambada, mayo, mayo zambada, perpetua, cadena perpetua, cadena, ismael, ismael mayo
8short English theme max 12 words2320.9%-1.350.0050animal, perro, animales, perros, maltrato, mascotas, maltrato animal, bienestar animal
9short English theme max 12 words2220.8%0.040.0531imss, hospital, seguro social, salud, mexicano seguro, seguro, hospitales, instituto mexicano
10Short English Theme Max 12 Words2170.8%-4.270.0221irn, ataques, trump, iran, cuba, ucrania, estrecho, ormuz
14Mexico and US begin T-MEC review2060.8%-0.260.0861tmec, revisin, tratado, comercial, unidos, estados unidos, estados, canad
15short English theme max 12 words2000.7%0.770.0430apertura, liga, cruz azul, torneo, estadio, azul, torneo apertura, atlante
16Short English themes for Mexican literary works1930.7%-0.87-0.0190historia, libros, vida, novela, locos, siempre, escritor, escribe
17Energy transition challenges1700.6%0.89-0.0220cfe, energa, electricidad, federal electricidad, elctrica, guanajuato, comisin federal, elctrico
18venezuela, humanitaria, ayuda, ayuda humanitaria1690.6%0.690.0950venezuela, humanitaria, ayuda, ayuda humanitaria, sismos, buques, guaira, toneladas ayuda
19ice, salgado, lorenzo, houston1680.6%-4.640.1080ice, salgado, lorenzo, houston, lorenzo salgado, araujo, salgado araujo, agente
20parral, villista, cabalgata, sol parral1660.6%0.910.0050parral, villista, cabalgata, sol parral, cabalgata villista, jinetes, sol, villistas
22Theme: verano, vacaciones, turismo, vacaciones verano, vacacional, aeropuerto, destinos, area1620.6%1.830.0030verano, vacaciones, turismo, vacaciones verano, vacacional, aeropuerto, destinos, area
21Theme: mundial, derrama, fifa, derrama econmica, copa, turistas, partidos, futbol1620.6%0.880.0610mundial, derrama, fifa, derrama econmica, copa, turistas, partidos, futbol
23Theme: casa famosos, famosos, famosos mxico, casa, habitante, reality, karina, karina torres1520.6%2.520.0900casa famosos, famosos, famosos mxico, casa, habitante, reality, karina, karina torres
24jmas, agua, agua saneamiento, jurez1510.6%-0.630.0340jmas, agua, agua saneamiento, jurez, saneamiento, junta, tubera, municipal agua
25elsa, aguirre, elsa aguirre, cine1490.5%1.810.2130elsa, aguirre, elsa aguirre, cine, oro, actriz, cine mexicano, poca
26Theme: tropical, lluvias, onda, fuertes, onda tropical, intensas, tormenta, smn1460.5%-2.440.0350tropical, lluvias, onda, fuertes, onda tropical, intensas, tormenta, smn
27Theme: zacatecas, cuerpos, pnuco, sombrerete, fresnillo, vctimas, castrejn, sain1440.5%-2.590.1300zacatecas, cuerpos, pnuco, sombrerete, fresnillo, vctimas, castrejn, sain
28Theme: incendio, bomberos, siniestro, llamas, fuego, emergencia, humo, incendio registrado1390.5%-2.620.0400incendio, bomberos, siniestro, llamas, fuego, emergencia, humo, incendio registrado
29Theme: gusano, barrenador, gusano barrenador, ganado, plaga, barrenador ganado, casos, mosca1350.5%-1.230.1300gusano, barrenador, gusano barrenador, ganado, plaga, barrenador ganado, casos, mosca
31Theme: centroamericanos, juegos centroamericanos, juegos, atletas, caribe, medalla, centroamericanos caribe, plata1290.5%2.460.0320centroamericanos, juegos centroamericanos, juegos, atletas, caribe, medalla, centroamericanos caribe, plata
33toro, tour, isaac, francia1270.5%1.470.3500toro, tour, isaac, francia, etapa, clasificacin, clasificacin general, ciclista
34Theme: educacin, escolar, ciclo escolar, ciclo, estudiantes, alumnos, sep, escuelas1260.5%1.970.0181educacin, escolar, ciclo escolar, ciclo, estudiantes, alumnos, sep, escuelas
36Theme: morena, partido, pan, candidatura, aspirantes, alianza, len, gubernatura1250.5%-0.000.0330morena, partido, pan, candidatura, aspirantes, alianza, len, gubernatura
35Theme: prez cullar, cullar, cruz prez, prez, cruz, partido, verde, pvem1250.5%1.520.0920prez cullar, cullar, cruz prez, prez, cruz, partido, verde, pvem
37Zendaya And Tom Holland's Coordinated Looks Steals The Spotlight In Mexico1230.5%0.640.0440pelcula, spiderman, odisea, nolan, holland, tom holland, estreno, christopher nolan
39inteligencia artificial, artificial, inteligencia, uso1160.4%-0.120.0481inteligencia artificial, artificial, inteligencia, uso, regulacin, redes sociales, sociales, redes
40Theme: gruta, cuetzalan, chichicazapan, gruta chichicazapan, puebla, bsqueda, rescate, ocoyucan1160.4%-1.560.1540gruta, cuetzalan, chichicazapan, gruta chichicazapan, puebla, bsqueda, rescate, ocoyucan
41Theme: sismo, chiapas, magnitud, sismo magnitud, sismolgico, ssn, ciudad hidalgo, suroeste1140.4%-0.890.1851sismo, chiapas, magnitud, sismo magnitud, sismolgico, ssn, ciudad hidalgo, suroeste
42Theme: sola, pedro sola, pedro, ventaneando, perros, comentarios, conductor, polmica1140.4%-4.120.1920sola, pedro sola, pedro, ventaneando, perros, comentarios, conductor, polmica
43Theme: mundial, inglaterra, final, espaa, cuartos final, francia, cuartos, semifinales1130.4%0.270.0341mundial, inglaterra, final, espaa, cuartos final, francia, cuartos, semifinales
44mazatln, tampico, sol, sol mazatln1130.4%-1.260.0180mazatln, tampico, sol, sol mazatln, carla gonzlez, sol tampico, carla, toledo
46Theme: lechuga, fda, brote, taylor, iceberg, taylor farms, farms, taco bell1100.4%-4.340.1700lechuga, fda, brote, taylor, iceberg, taylor farms, farms, taco bell
47Theme: toyota, automotriz, produccin, china, planta, autos, tacoma, vehculos1060.4%-0.130.0490toyota, automotriz, produccin, china, planta, autos, tacoma, vehculos
48oaxaca, imparcial, imparcial oaxaca, jara1050.4%-0.490.0350oaxaca, imparcial, imparcial oaxaca, jara, salomn, salomn jara, centro, oaxaquea
49Theme: desapareci, bsqueda, ltima vez, menor, desaparecida, ltima, desaparicin, paradero1010.4%-1.560.0620desapareci, bsqueda, ltima vez, menor, desaparecida, ltima, desaparicin, paradero
51Theme: bernardo quintana, bernardo, tren, quertaro, obras, tren mxicoquertaro, quintana, mxicoquertaro1010.4%-0.020.0850bernardo quintana, bernardo, tren, quertaro, obras, tren mxicoquertaro, quintana, mxicoquertaro
53ICE agent shoots, kills illegal immigrant who tried to ram him with car in Houston: report1000.4%-8.680.0551immigration, enforcement, states, canada, illegal, united states, united, singh
52Theme: unidos, estados unidos, zambada, estados, mayo zambada, mayo, trump, relacin1000.4%-3.780.0930unidos, estados unidos, zambada, estados, mayo zambada, mayo, trump, relacin
57Theme: casos, dengue, sarampin, vacunacin, contagios, salud, enfermedad, confirmados910.3%-2.630.0441casos, dengue, sarampin, vacunacin, contagios, salud, enfermedad, confirmados
59escolar, sep, calendario, ciclo890.3%1.270.2860escolar, sep, calendario, ciclo, clases, calendario escolar, ciclo escolar, educacin
60Theme: ayotzinapa, cndh, caso ayotzinapa, recomendacin, derechos humanos, normalistas, derechos, humanos870.3%-2.690.1280ayotzinapa, cndh, caso ayotzinapa, recomendacin, derechos humanos, normalistas, derechos, humanos
61Theme: metro, lnea, lnea metro, metro cdmx, estaciones, stc, sistema transporte, transporte colectivo870.3%-0.870.0370metro, lnea, lnea metro, metro cdmx, estaciones, stc, sistema transporte, transporte colectivo
62Theme: sargazo, roo, quintana roo, quintana, tulum, playas, lezama, mara lezama860.3%0.410.0781sargazo, roo, quintana roo, quintana, tulum, playas, lezama, mara lezama
63Theme: festival, cultural, cultura, teatro, danza, actividades, edicin, secretara cultura830.3%3.390.0161festival, cultural, cultura, teatro, danza, actividades, edicin, secretara cultura
64Theme: sonora, lamarque, transformacin, javier lamarque, lorenia, javier, valles, lorenia valles830.3%1.450.0530sonora, lamarque, transformacin, javier lamarque, lorenia, javier, valles, lorenia valles
65Theme: terroristas, crtel jurez, viagras, crtel, organizaciones terroristas, organizaciones, jurez viagras, terroristas 820.3%-4.220.1911terroristas, crtel jurez, viagras, crtel, organizaciones terroristas, organizaciones, jurez viagras, terroristas extranjeras
66Theme: brote, ciclosporiasis, cyclospora, diarrea, parsito, explosiva, casos, diarrea explosiva820.3%-5.320.1550brote, ciclosporiasis, cyclospora, diarrea, parsito, explosiva, casos, diarrea explosiva
68Theme: universidad, uat, rector, autnoma, universidad autnoma, dmaso anaya, dmaso, autnoma estado810.3%3.580.0580universidad, uat, rector, autnoma, universidad autnoma, dmaso anaya, dmaso, autnoma estado
67bienestar, pensin, pensin bienestar, mayores810.3%1.410.1170bienestar, pensin, pensin bienestar, mayores, calendario, bimestre, adultos mayores, apellido
70Theme: josu martnez, texmelucan, josu, martn texmelucan, san martn, martn, periodista, martnez800.3%-4.410.1870josu martnez, texmelucan, josu, martn texmelucan, san martn, martn, periodista, martnez
69Theme: armas, armas fuego, fuego, destruccin, destruccin armas, desarme, mil armas, desarme paz800.3%-1.880.0810armas, armas fuego, fuego, destruccin, destruccin armas, desarme, mil armas, desarme paz
71Theme: vivienda, viviendas, vivienda bienestar, programa vivienda, infonavit, bienestar, durango, programa780.3%1.170.0811vivienda, viviendas, vivienda bienestar, programa vivienda, infonavit, bienestar, durango, programa
72Theme: amel, bsqueda, desaparecidas, desaparicin, ana, desaparecidos, buscadoras, ngel independencia770.3%-3.070.0501amel, bsqueda, desaparecidas, desaparicin, ana, desaparecidos, buscadoras, ngel independencia
73Pierde SLP base patronal760.3%0.170.0960empleo, imss, empleos, junio, empleo formal, mil, formal, mil empleos
75Theme: inflacin, precios, junio, anual, precios consumidor, ndice precios, inegi, inflacin mxico730.3%-0.380.1571inflacin, precios, junio, anual, precios consumidor, ndice precios, inegi, inflacin mxico
74Theme: mundial, final, sheinbaum, final mundial, trump, asistir, york, copa730.3%2.150.1580mundial, final, sheinbaum, final mundial, trump, asistir, york, copa
76Theme: actriz, yolanda, yolanda andrade, andrade, muerte, eric castillo, actor, ayln720.3%-2.340.0340actriz, yolanda, yolanda andrade, andrade, muerte, eric castillo, actor, ayln
78Theme: torres pia, pia, transformacin, torres, michoacn, defensa transformacin, mich, mich julio700.3%0.990.0921torres pia, pia, transformacin, torres, michoacn, defensa transformacin, mich, mich julio
77Theme: apoyos, programa, entrega, familias, servicios, productores, apoyo, entrega apoyos700.3%3.050.0250apoyos, programa, entrega, familias, servicios, productores, apoyo, entrega apoyos
81Theme: obesidad, salud, medicamentos, cncer, compra, salud pblica, mdica, frmacos690.3%-1.680.0381obesidad, salud, medicamentos, cncer, compra, salud pblica, mdica, frmacos
82Theme: feria, atlixco, cecina, puebla, festival, gastronoma, queso, actividades670.2%1.820.0550feria, atlixco, cecina, puebla, festival, gastronoma, queso, actividades
84Theme: lozoya, agronitrogenados, gilda, caso agronitrogenados, emilio lozoya, lozoya austin, gilda susana, austin660.2%-2.750.0850lozoya, agronitrogenados, gilda, caso agronitrogenados, emilio lozoya, lozoya austin, gilda susana, austin
83Theme: interocenico, tren, tren interocenico, descarrilamiento, tren carga, corredor interocenico, carga, istmo660.2%-4.110.2120interocenico, tren, tren interocenico, descarrilamiento, tren carga, corredor interocenico, carga, istmo
85Theme: blgica, gran premio, checo, premio blgica, checo prez, prez, frmula, cadillac640.2%0.070.1690blgica, gran premio, checo, premio blgica, checo prez, prez, frmula, cadillac
86rehabilitacin, pavimentacin, obras, obra630.2%2.590.0510rehabilitacin, pavimentacin, obras, obra, municipal, infraestructura, trabajos, mejorar
87Theme: tamaulipas, amrico, villarreal, matamoros, amrico villarreal, mercurio tamaulipas, desarrollo, mercurio630.2%2.460.0460tamaulipas, amrico, villarreal, matamoros, amrico villarreal, mercurio tamaulipas, desarrollo, mercurio
89Theme: feminicidio, delito, delito feminicidio, ley, ley general, iniciativa, homologar, sancionar620.2%-6.010.1891feminicidio, delito, delito feminicidio, ley, ley general, iniciativa, homologar, sancionar
91Theme: acua, eagle pass, eagle, pass, piedras negras, negras, piedras, monclova600.2%-2.760.1090acua, eagle pass, eagle, pass, piedras negras, negras, piedras, monclova
90Theme: bravo, boyas, caudal, laredo, metros, caudal bravo, texas, creciente600.2%-1.880.1210bravo, boyas, caudal, laredo, metros, caudal bravo, texas, creciente
92Theme: atlixcyotl, tirador, tirador atlixcyotl, rafael, puebla, presunto tirador, ataques, presunto590.2%-5.260.1880atlixcyotl, tirador, tirador atlixcyotl, rafael, puebla, presunto tirador, ataques, presunto
96Theme: disel, precio, litro, gasolina, estaciones, pesos litro, gasolineras, estaciones servicio580.2%0.610.1581disel, precio, litro, gasolina, estaciones, pesos litro, gasolineras, estaciones servicio
93Theme: medrano, benjamn medrano, benjamn, motel, castilla, fresnillo, guadalajara, exalcalde580.2%-3.400.1170medrano, benjamn medrano, benjamn, motel, castilla, fresnillo, guadalajara, exalcalde
94Theme: clima, temperaturas, cielo, nublado, mnima, temperatura, mxima, fresco580.2%1.100.1500clima, temperaturas, cielo, nublado, mnima, temperatura, mxima, fresco
95Theme: circula, vehculos, autos, cdmx, edomex, cdmx edomex, holograma, placas580.2%-1.090.1790circula, vehculos, autos, cdmx, edomex, cdmx edomex, holograma, placas
97Theme: herencias, gravar, batres, lenia, lenia batres, gravar herencias, ministra, impuesto540.2%-3.590.2151herencias, gravar, batres, lenia, lenia batres, gravar herencias, ministra, impuesto
98Theme: canad, aranceles, trump, productos, canadienses, arancel, carney, donald540.2%-2.230.2171canad, aranceles, trump, productos, canadienses, arancel, carney, donald
99unam, examen, licenciatura, admisin540.2%0.110.1420unam, examen, licenciatura, admisin, aspirantes, universidad, resultados, ingreso
100Theme: reforestacin, rboles, rbol, mil rboles, jornada reforestacin, forestal, millones rboles, medio ambiente530.2%2.430.1151reforestacin, rboles, rbol, mil rboles, jornada reforestacin, forestal, millones rboles, medio ambiente
101Theme: inzunza, rocha, sre, rocha moya, moya, enrique inzunza, rubn rocha, rubn520.2%-2.730.1120inzunza, rocha, sre, rocha moya, moya, enrique inzunza, rubn rocha, rubn
105Theme: lara, ulises lara, ulises, fgr, asuntos relevantes, renuncia, relevantes, lara lpez510.2%-3.690.2902lara, ulises lara, ulises, fgr, asuntos relevantes, renuncia, relevantes, lara lpez
107Theme: rivera, lilia rivera, ana lilia, alfonso snchez, tlaxcala, lilia, ana, alfonso510.2%2.220.0791rivera, lilia rivera, ana lilia, alfonso snchez, tlaxcala, lilia, ana, alfonso
102Theme: puga, lvarez, mont, gmez mont, ins, ins gmez, alejandro, defraudacin510.2%-4.700.3091puga, lvarez, mont, gmez mont, ins, ins gmez, alejandro, defraudacin
104Theme: refinera, pemex, bocas, refinera olmeca, olmeca, incendio, crudo, fuga510.2%-3.370.1051refinera, pemex, bocas, refinera olmeca, olmeca, incendio, crudo, fuga
108Theme: azcar, caa, ciclo, toneladas, usda, productores, exportacin, agricultura500.2%1.810.2580azcar, caa, ciclo, toneladas, usda, productores, exportacin, agricultura
109satisfaccin, satisfaccin vida, enbiare, inegi490.2%1.430.1711satisfaccin, satisfaccin vida, enbiare, inegi, bienestar, autorreportado, bienestar autorreportado, encuesta bienestar
112Theme: merln, pato, pato merln, lotera, billete, familia, karla, vivienda470.2%2.590.2271merln, pato, pato merln, lotera, billete, familia, karla, vivienda
111Theme: chapitos, jefe plaza, jefe, texas, culiacn, cristhian, clula, garca harfuch470.2%-5.870.2140chapitos, jefe plaza, jefe, texas, culiacn, cristhian, clula, garca harfuch
110Theme: panam, mulino, ral mulino, jos ral, presidente panam, ral, neutralidad, panameo470.2%2.440.2810panam, mulino, ral mulino, jos ral, presidente panam, ral, neutralidad, panameo
113tlaxcala, sol tlaxcala, sol, artesanos460.2%2.780.0460tlaxcala, sol tlaxcala, sol, artesanos, etlaxcalamx, ixtacuixtla, tlaxcaltecas, nadia mendoza
114Theme: horas horas, horas, acua sociales, sociales, sociales horas, seccin sociales, sociales grupo, monclova460.2%8.910.1610horas horas, horas, acua sociales, sociales, sociales horas, seccin sociales, sociales grupo, monclova
116Theme: ramos arizpe, arizpe, ramos, toms gutirrez, gutirrez merino, toms, merino, gutirrez450.2%3.320.1291ramos arizpe, arizpe, ramos, toms gutirrez, gutirrez merino, toms, merino, gutirrez
115Theme: marchas, marchas bloqueos, concentraciones, bloqueos, movilizaciones, cdmx, manifestaciones, alcaldas450.2%-1.040.3450marchas, marchas bloqueos, concentraciones, bloqueos, movilizaciones, cdmx, manifestaciones, alcaldas
117nio, fenmeno, fenmeno nio, smn440.2%-1.590.2180nio, fenmeno, fenmeno nio, smn, pacfico, ciclones, climtico, fabin vzquez
119Theme: puebla, seguridad pblica, mandos, seguridad, pblica, municipios, mixteca, directores430.2%-4.120.1282puebla, seguridad pblica, mandos, seguridad, pblica, municipios, mixteca, directores
118Theme: piezas, inah, piezas arqueolgicas, museo, arqueolgicas, antropologa, instituto antropologa, antropologa historia430.2%1.220.1060piezas, inah, piezas arqueolgicas, museo, arqueolgicas, antropologa, instituto antropologa, antropologa historia
121Theme: danza, arriaga, bellas artes, guillermo, bellas, artes, msica, teatro410.2%1.670.0281danza, arriaga, bellas artes, guillermo, bellas, artes, msica, teatro
120Theme: dinero, pesos, millones, dlares, gates, jornada dinero, mina, celso410.2%-1.59-0.0150dinero, pesos, millones, dlares, gates, jornada dinero, mina, celso
122Theme: roxana, roxana guzmn, guzmn, serna, periodista roxana, periodista, alex serna, alex400.1%-4.670.1671roxana, roxana guzmn, guzmn, serna, periodista roxana, periodista, alex serna, alex
123Theme: pequeos, digital, financiero, empresas, negocios, bbva, bancos, comercios400.1%1.620.0530pequeos, digital, financiero, empresas, negocios, bbva, bancos, comercios

Cluster 0: Advising protests

n=537 · share 2.0% · mean tone -0.27 · silhouette -0.008 · bond score 1

Keywords: piedras negras, piedras, negras, monclova, saltillo, acua, torren, zcalo

Representative articles

Cluster 2: short English theme max 12 words

n=497 · share 1.8% · mean tone -4.73 · silhouette 0.043 · bond score 0

Keywords: accidente, conductor, camioneta, carretera, choque, circulaba, percance, vehculo

Representative articles

Cluster 3: Short English theme max 12 words

n=488 · share 1.8% · mean tone -1.64 · silhouette -0.013 · bond score 1

Keywords: lluvias, proteccin civil, fuertes, civil, proteccin, agua, lluvia, inundaciones

Representative articles

Cluster 4: short English theme max 12 words

n=433 · share 1.6% · mean tone -2.84 · silhouette 0.072 · bond score 0

Keywords: mayo, zambada, mayo zambada, salazar, piloto, ismael, ken, ismael mayo

Representative articles

Cluster 6: short English theme max 12 words

n=282 · share 1.0% · mean tone -5.10 · silhouette 0.032 · bond score 1

Keywords: ataque, balazos, colonia, vctima, armado, ataque armado, arma fuego, arma

Representative articles

Cluster 7: short English theme max 12 words

n=260 · share 1.0% · mean tone -6.66 · silhouette 0.137 · bond score 1

Keywords: zambada, mayo, mayo zambada, perpetua, cadena perpetua, cadena, ismael, ismael mayo

Representative articles

Cluster 8: short English theme max 12 words

n=232 · share 0.9% · mean tone -1.35 · silhouette 0.005 · bond score 0

Keywords: animal, perro, animales, perros, maltrato, mascotas, maltrato animal, bienestar animal

Representative articles

Cluster 9: short English theme max 12 words

n=222 · share 0.8% · mean tone 0.04 · silhouette 0.053 · bond score 1

Keywords: imss, hospital, seguro social, salud, mexicano seguro, seguro, hospitales, instituto mexicano

Representative articles

Cluster 10: Short English Theme Max 12 Words

n=217 · share 0.8% · mean tone -4.27 · silhouette 0.022 · bond score 1

Keywords: irn, ataques, trump, iran, cuba, ucrania, estrecho, ormuz

Representative articles

Cluster 14: Mexico and US begin T-MEC review

n=206 · share 0.8% · mean tone -0.26 · silhouette 0.086 · bond score 1

Keywords: tmec, revisin, tratado, comercial, unidos, estados unidos, estados, canad

Representative articles

Cluster 15: short English theme max 12 words

n=200 · share 0.7% · mean tone 0.77 · silhouette 0.043 · bond score 0

Keywords: apertura, liga, cruz azul, torneo, estadio, azul, torneo apertura, atlante

Representative articles

Cluster 16: Short English themes for Mexican literary works

n=193 · share 0.7% · mean tone -0.87 · silhouette -0.019 · bond score 0

Keywords: historia, libros, vida, novela, locos, siempre, escritor, escribe

Representative articles

Cluster 17: Energy transition challenges

n=170 · share 0.6% · mean tone 0.89 · silhouette -0.022 · bond score 0

Keywords: cfe, energa, electricidad, federal electricidad, elctrica, guanajuato, comisin federal, elctrico

Representative articles

Cluster 18: venezuela, humanitaria, ayuda, ayuda humanitaria

n=169 · share 0.6% · mean tone 0.69 · silhouette 0.095 · bond score 0

Keywords: venezuela, humanitaria, ayuda, ayuda humanitaria, sismos, buques, guaira, toneladas ayuda

Representative articles

Cluster 19: ice, salgado, lorenzo, houston

n=168 · share 0.6% · mean tone -4.64 · silhouette 0.108 · bond score 0

Keywords: ice, salgado, lorenzo, houston, lorenzo salgado, araujo, salgado araujo, agente

Representative articles

Cluster 20: parral, villista, cabalgata, sol parral

n=166 · share 0.6% · mean tone 0.91 · silhouette 0.005 · bond score 0

Keywords: parral, villista, cabalgata, sol parral, cabalgata villista, jinetes, sol, villistas

Representative articles

Cluster 22: Theme: verano, vacaciones, turismo, vacaciones verano, vacacional, aeropuerto, destinos, area

n=162 · share 0.6% · mean tone 1.83 · silhouette 0.003 · bond score 0

Keywords: verano, vacaciones, turismo, vacaciones verano, vacacional, aeropuerto, destinos, area

Representative articles

Cluster 21: Theme: mundial, derrama, fifa, derrama econmica, copa, turistas, partidos, futbol

n=162 · share 0.6% · mean tone 0.88 · silhouette 0.061 · bond score 0

Keywords: mundial, derrama, fifa, derrama econmica, copa, turistas, partidos, futbol

Representative articles

Cluster 23: Theme: casa famosos, famosos, famosos mxico, casa, habitante, reality, karina, karina torres

n=152 · share 0.6% · mean tone 2.52 · silhouette 0.090 · bond score 0

Keywords: casa famosos, famosos, famosos mxico, casa, habitante, reality, karina, karina torres

Representative articles

Cluster 24: jmas, agua, agua saneamiento, jurez

n=151 · share 0.6% · mean tone -0.63 · silhouette 0.034 · bond score 0

Keywords: jmas, agua, agua saneamiento, jurez, saneamiento, junta, tubera, municipal agua

Representative articles

Cluster 25: elsa, aguirre, elsa aguirre, cine

n=149 · share 0.5% · mean tone 1.81 · silhouette 0.213 · bond score 0

Keywords: elsa, aguirre, elsa aguirre, cine, oro, actriz, cine mexicano, poca

Representative articles

Cluster 26: Theme: tropical, lluvias, onda, fuertes, onda tropical, intensas, tormenta, smn

n=146 · share 0.5% · mean tone -2.44 · silhouette 0.035 · bond score 0

Keywords: tropical, lluvias, onda, fuertes, onda tropical, intensas, tormenta, smn

Representative articles

Cluster 27: Theme: zacatecas, cuerpos, pnuco, sombrerete, fresnillo, vctimas, castrejn, sain

n=144 · share 0.5% · mean tone -2.59 · silhouette 0.130 · bond score 0

Keywords: zacatecas, cuerpos, pnuco, sombrerete, fresnillo, vctimas, castrejn, sain

Representative articles

Cluster 28: Theme: incendio, bomberos, siniestro, llamas, fuego, emergencia, humo, incendio registrado

n=139 · share 0.5% · mean tone -2.62 · silhouette 0.040 · bond score 0

Keywords: incendio, bomberos, siniestro, llamas, fuego, emergencia, humo, incendio registrado

Representative articles

Cluster 29: Theme: gusano, barrenador, gusano barrenador, ganado, plaga, barrenador ganado, casos, mosca

n=135 · share 0.5% · mean tone -1.23 · silhouette 0.130 · bond score 0

Keywords: gusano, barrenador, gusano barrenador, ganado, plaga, barrenador ganado, casos, mosca

Representative articles

Cluster 31: Theme: centroamericanos, juegos centroamericanos, juegos, atletas, caribe, medalla, centroamericanos caribe, plata

n=129 · share 0.5% · mean tone 2.46 · silhouette 0.032 · bond score 0

Keywords: centroamericanos, juegos centroamericanos, juegos, atletas, caribe, medalla, centroamericanos caribe, plata

Representative articles

Cluster 33: toro, tour, isaac, francia

n=127 · share 0.5% · mean tone 1.47 · silhouette 0.350 · bond score 0

Keywords: toro, tour, isaac, francia, etapa, clasificacin, clasificacin general, ciclista

Representative articles

Cluster 34: Theme: educacin, escolar, ciclo escolar, ciclo, estudiantes, alumnos, sep, escuelas

n=126 · share 0.5% · mean tone 1.97 · silhouette 0.018 · bond score 1

Keywords: educacin, escolar, ciclo escolar, ciclo, estudiantes, alumnos, sep, escuelas

Representative articles

Cluster 36: Theme: morena, partido, pan, candidatura, aspirantes, alianza, len, gubernatura

n=125 · share 0.5% · mean tone -0.00 · silhouette 0.033 · bond score 0

Keywords: morena, partido, pan, candidatura, aspirantes, alianza, len, gubernatura

Representative articles

Cluster 35: Theme: prez cullar, cullar, cruz prez, prez, cruz, partido, verde, pvem

n=125 · share 0.5% · mean tone 1.52 · silhouette 0.092 · bond score 0

Keywords: prez cullar, cullar, cruz prez, prez, cruz, partido, verde, pvem

Representative articles

Cluster 37: Zendaya And Tom Holland's Coordinated Looks Steals The Spotlight In Mexico

n=123 · share 0.5% · mean tone 0.64 · silhouette 0.044 · bond score 0

Keywords: pelcula, spiderman, odisea, nolan, holland, tom holland, estreno, christopher nolan

Representative articles

Cluster 39: inteligencia artificial, artificial, inteligencia, uso

n=116 · share 0.4% · mean tone -0.12 · silhouette 0.048 · bond score 1

Keywords: inteligencia artificial, artificial, inteligencia, uso, regulacin, redes sociales, sociales, redes

Representative articles

Cluster 40: Theme: gruta, cuetzalan, chichicazapan, gruta chichicazapan, puebla, bsqueda, rescate, ocoyucan

n=116 · share 0.4% · mean tone -1.56 · silhouette 0.154 · bond score 0

Keywords: gruta, cuetzalan, chichicazapan, gruta chichicazapan, puebla, bsqueda, rescate, ocoyucan

Representative articles

Cluster 41: Theme: sismo, chiapas, magnitud, sismo magnitud, sismolgico, ssn, ciudad hidalgo, suroeste

n=114 · share 0.4% · mean tone -0.89 · silhouette 0.185 · bond score 1

Keywords: sismo, chiapas, magnitud, sismo magnitud, sismolgico, ssn, ciudad hidalgo, suroeste

Representative articles

Cluster 42: Theme: sola, pedro sola, pedro, ventaneando, perros, comentarios, conductor, polmica

n=114 · share 0.4% · mean tone -4.12 · silhouette 0.192 · bond score 0

Keywords: sola, pedro sola, pedro, ventaneando, perros, comentarios, conductor, polmica

Representative articles

Cluster 43: Theme: mundial, inglaterra, final, espaa, cuartos final, francia, cuartos, semifinales

n=113 · share 0.4% · mean tone 0.27 · silhouette 0.034 · bond score 1

Keywords: mundial, inglaterra, final, espaa, cuartos final, francia, cuartos, semifinales

Representative articles

Cluster 44: mazatln, tampico, sol, sol mazatln

n=113 · share 0.4% · mean tone -1.26 · silhouette 0.018 · bond score 0

Keywords: mazatln, tampico, sol, sol mazatln, carla gonzlez, sol tampico, carla, toledo

Representative articles

Cluster 46: Theme: lechuga, fda, brote, taylor, iceberg, taylor farms, farms, taco bell

n=110 · share 0.4% · mean tone -4.34 · silhouette 0.170 · bond score 0

Keywords: lechuga, fda, brote, taylor, iceberg, taylor farms, farms, taco bell

Representative articles

Cluster 47: Theme: toyota, automotriz, produccin, china, planta, autos, tacoma, vehculos

n=106 · share 0.4% · mean tone -0.13 · silhouette 0.049 · bond score 0

Keywords: toyota, automotriz, produccin, china, planta, autos, tacoma, vehculos

Representative articles

Cluster 48: oaxaca, imparcial, imparcial oaxaca, jara

n=105 · share 0.4% · mean tone -0.49 · silhouette 0.035 · bond score 0

Keywords: oaxaca, imparcial, imparcial oaxaca, jara, salomn, salomn jara, centro, oaxaquea

Representative articles

Cluster 49: Theme: desapareci, bsqueda, ltima vez, menor, desaparecida, ltima, desaparicin, paradero

n=101 · share 0.4% · mean tone -1.56 · silhouette 0.062 · bond score 0

Keywords: desapareci, bsqueda, ltima vez, menor, desaparecida, ltima, desaparicin, paradero

Representative articles

Cluster 51: Theme: bernardo quintana, bernardo, tren, quertaro, obras, tren mxicoquertaro, quintana, mxicoquertaro

n=101 · share 0.4% · mean tone -0.02 · silhouette 0.085 · bond score 0

Keywords: bernardo quintana, bernardo, tren, quertaro, obras, tren mxicoquertaro, quintana, mxicoquertaro

Representative articles

Cluster 53: ICE agent shoots, kills illegal immigrant who tried to ram him with car in Houston: report

n=100 · share 0.4% · mean tone -8.68 · silhouette 0.055 · bond score 1

Keywords: immigration, enforcement, states, canada, illegal, united states, united, singh

Representative articles

Cluster 52: Theme: unidos, estados unidos, zambada, estados, mayo zambada, mayo, trump, relacin

n=100 · share 0.4% · mean tone -3.78 · silhouette 0.093 · bond score 0

Keywords: unidos, estados unidos, zambada, estados, mayo zambada, mayo, trump, relacin

Representative articles

Cluster 57: Theme: casos, dengue, sarampin, vacunacin, contagios, salud, enfermedad, confirmados

n=91 · share 0.3% · mean tone -2.63 · silhouette 0.044 · bond score 1

Keywords: casos, dengue, sarampin, vacunacin, contagios, salud, enfermedad, confirmados

Representative articles

Cluster 59: escolar, sep, calendario, ciclo

n=89 · share 0.3% · mean tone 1.27 · silhouette 0.286 · bond score 0

Keywords: escolar, sep, calendario, ciclo, clases, calendario escolar, ciclo escolar, educacin

Representative articles

Cluster 60: Theme: ayotzinapa, cndh, caso ayotzinapa, recomendacin, derechos humanos, normalistas, derechos, humanos

n=87 · share 0.3% · mean tone -2.69 · silhouette 0.128 · bond score 0

Keywords: ayotzinapa, cndh, caso ayotzinapa, recomendacin, derechos humanos, normalistas, derechos, humanos

Representative articles

Cluster 61: Theme: metro, lnea, lnea metro, metro cdmx, estaciones, stc, sistema transporte, transporte colectivo

n=87 · share 0.3% · mean tone -0.87 · silhouette 0.037 · bond score 0

Keywords: metro, lnea, lnea metro, metro cdmx, estaciones, stc, sistema transporte, transporte colectivo

Representative articles

Cluster 62: Theme: sargazo, roo, quintana roo, quintana, tulum, playas, lezama, mara lezama

n=86 · share 0.3% · mean tone 0.41 · silhouette 0.078 · bond score 1

Keywords: sargazo, roo, quintana roo, quintana, tulum, playas, lezama, mara lezama

Representative articles

Cluster 63: Theme: festival, cultural, cultura, teatro, danza, actividades, edicin, secretara cultura

n=83 · share 0.3% · mean tone 3.39 · silhouette 0.016 · bond score 1

Keywords: festival, cultural, cultura, teatro, danza, actividades, edicin, secretara cultura

Representative articles

Cluster 64: Theme: sonora, lamarque, transformacin, javier lamarque, lorenia, javier, valles, lorenia valles

n=83 · share 0.3% · mean tone 1.45 · silhouette 0.053 · bond score 0

Keywords: sonora, lamarque, transformacin, javier lamarque, lorenia, javier, valles, lorenia valles

Representative articles

Cluster 65: Theme: terroristas, crtel jurez, viagras, crtel, organizaciones terroristas, organizaciones, jurez viagras, terroristas

n=82 · share 0.3% · mean tone -4.22 · silhouette 0.191 · bond score 1

Keywords: terroristas, crtel jurez, viagras, crtel, organizaciones terroristas, organizaciones, jurez viagras, terroristas extranjeras

Representative articles

Cluster 66: Theme: brote, ciclosporiasis, cyclospora, diarrea, parsito, explosiva, casos, diarrea explosiva

n=82 · share 0.3% · mean tone -5.32 · silhouette 0.155 · bond score 0

Keywords: brote, ciclosporiasis, cyclospora, diarrea, parsito, explosiva, casos, diarrea explosiva

Representative articles

Cluster 68: Theme: universidad, uat, rector, autnoma, universidad autnoma, dmaso anaya, dmaso, autnoma estado

n=81 · share 0.3% · mean tone 3.58 · silhouette 0.058 · bond score 0

Keywords: universidad, uat, rector, autnoma, universidad autnoma, dmaso anaya, dmaso, autnoma estado

Representative articles

Cluster 67: bienestar, pensin, pensin bienestar, mayores

n=81 · share 0.3% · mean tone 1.41 · silhouette 0.117 · bond score 0

Keywords: bienestar, pensin, pensin bienestar, mayores, calendario, bimestre, adultos mayores, apellido

Representative articles

Cluster 70: Theme: josu martnez, texmelucan, josu, martn texmelucan, san martn, martn, periodista, martnez

n=80 · share 0.3% · mean tone -4.41 · silhouette 0.187 · bond score 0

Keywords: josu martnez, texmelucan, josu, martn texmelucan, san martn, martn, periodista, martnez

Representative articles

Cluster 69: Theme: armas, armas fuego, fuego, destruccin, destruccin armas, desarme, mil armas, desarme paz

n=80 · share 0.3% · mean tone -1.88 · silhouette 0.081 · bond score 0

Keywords: armas, armas fuego, fuego, destruccin, destruccin armas, desarme, mil armas, desarme paz

Representative articles

Cluster 71: Theme: vivienda, viviendas, vivienda bienestar, programa vivienda, infonavit, bienestar, durango, programa

n=78 · share 0.3% · mean tone 1.17 · silhouette 0.081 · bond score 1

Keywords: vivienda, viviendas, vivienda bienestar, programa vivienda, infonavit, bienestar, durango, programa

Representative articles

Cluster 72: Theme: amel, bsqueda, desaparecidas, desaparicin, ana, desaparecidos, buscadoras, ngel independencia

n=77 · share 0.3% · mean tone -3.07 · silhouette 0.050 · bond score 1

Keywords: amel, bsqueda, desaparecidas, desaparicin, ana, desaparecidos, buscadoras, ngel independencia

Representative articles

Cluster 73: Pierde SLP base patronal

n=76 · share 0.3% · mean tone 0.17 · silhouette 0.096 · bond score 0

Keywords: empleo, imss, empleos, junio, empleo formal, mil, formal, mil empleos

Representative articles

Cluster 75: Theme: inflacin, precios, junio, anual, precios consumidor, ndice precios, inegi, inflacin mxico

n=73 · share 0.3% · mean tone -0.38 · silhouette 0.157 · bond score 1

Keywords: inflacin, precios, junio, anual, precios consumidor, ndice precios, inegi, inflacin mxico

Representative articles

Cluster 74: Theme: mundial, final, sheinbaum, final mundial, trump, asistir, york, copa

n=73 · share 0.3% · mean tone 2.15 · silhouette 0.158 · bond score 0

Keywords: mundial, final, sheinbaum, final mundial, trump, asistir, york, copa

Representative articles

Cluster 76: Theme: actriz, yolanda, yolanda andrade, andrade, muerte, eric castillo, actor, ayln

n=72 · share 0.3% · mean tone -2.34 · silhouette 0.034 · bond score 0

Keywords: actriz, yolanda, yolanda andrade, andrade, muerte, eric castillo, actor, ayln

Representative articles

Cluster 78: Theme: torres pia, pia, transformacin, torres, michoacn, defensa transformacin, mich, mich julio

n=70 · share 0.3% · mean tone 0.99 · silhouette 0.092 · bond score 1

Keywords: torres pia, pia, transformacin, torres, michoacn, defensa transformacin, mich, mich julio

Representative articles

Cluster 77: Theme: apoyos, programa, entrega, familias, servicios, productores, apoyo, entrega apoyos

n=70 · share 0.3% · mean tone 3.05 · silhouette 0.025 · bond score 0

Keywords: apoyos, programa, entrega, familias, servicios, productores, apoyo, entrega apoyos

Representative articles

Cluster 81: Theme: obesidad, salud, medicamentos, cncer, compra, salud pblica, mdica, frmacos

n=69 · share 0.3% · mean tone -1.68 · silhouette 0.038 · bond score 1

Keywords: obesidad, salud, medicamentos, cncer, compra, salud pblica, mdica, frmacos

Representative articles

Cluster 82: Theme: feria, atlixco, cecina, puebla, festival, gastronoma, queso, actividades

n=67 · share 0.2% · mean tone 1.82 · silhouette 0.055 · bond score 0

Keywords: feria, atlixco, cecina, puebla, festival, gastronoma, queso, actividades

Representative articles

Cluster 84: Theme: lozoya, agronitrogenados, gilda, caso agronitrogenados, emilio lozoya, lozoya austin, gilda susana, austin

n=66 · share 0.2% · mean tone -2.75 · silhouette 0.085 · bond score 0

Keywords: lozoya, agronitrogenados, gilda, caso agronitrogenados, emilio lozoya, lozoya austin, gilda susana, austin

Representative articles

Cluster 83: Theme: interocenico, tren, tren interocenico, descarrilamiento, tren carga, corredor interocenico, carga, istmo

n=66 · share 0.2% · mean tone -4.11 · silhouette 0.212 · bond score 0

Keywords: interocenico, tren, tren interocenico, descarrilamiento, tren carga, corredor interocenico, carga, istmo

Representative articles

Cluster 85: Theme: blgica, gran premio, checo, premio blgica, checo prez, prez, frmula, cadillac

n=64 · share 0.2% · mean tone 0.07 · silhouette 0.169 · bond score 0

Keywords: blgica, gran premio, checo, premio blgica, checo prez, prez, frmula, cadillac

Representative articles

Cluster 86: rehabilitacin, pavimentacin, obras, obra

n=63 · share 0.2% · mean tone 2.59 · silhouette 0.051 · bond score 0

Keywords: rehabilitacin, pavimentacin, obras, obra, municipal, infraestructura, trabajos, mejorar

Representative articles

Cluster 87: Theme: tamaulipas, amrico, villarreal, matamoros, amrico villarreal, mercurio tamaulipas, desarrollo, mercurio

n=63 · share 0.2% · mean tone 2.46 · silhouette 0.046 · bond score 0

Keywords: tamaulipas, amrico, villarreal, matamoros, amrico villarreal, mercurio tamaulipas, desarrollo, mercurio

Representative articles

Cluster 89: Theme: feminicidio, delito, delito feminicidio, ley, ley general, iniciativa, homologar, sancionar

n=62 · share 0.2% · mean tone -6.01 · silhouette 0.189 · bond score 1

Keywords: feminicidio, delito, delito feminicidio, ley, ley general, iniciativa, homologar, sancionar

Representative articles

Cluster 91: Theme: acua, eagle pass, eagle, pass, piedras negras, negras, piedras, monclova

n=60 · share 0.2% · mean tone -2.76 · silhouette 0.109 · bond score 0

Keywords: acua, eagle pass, eagle, pass, piedras negras, negras, piedras, monclova

Representative articles

Cluster 90: Theme: bravo, boyas, caudal, laredo, metros, caudal bravo, texas, creciente

n=60 · share 0.2% · mean tone -1.88 · silhouette 0.121 · bond score 0

Keywords: bravo, boyas, caudal, laredo, metros, caudal bravo, texas, creciente

Representative articles

Cluster 92: Theme: atlixcyotl, tirador, tirador atlixcyotl, rafael, puebla, presunto tirador, ataques, presunto

n=59 · share 0.2% · mean tone -5.26 · silhouette 0.188 · bond score 0

Keywords: atlixcyotl, tirador, tirador atlixcyotl, rafael, puebla, presunto tirador, ataques, presunto

Representative articles

Cluster 96: Theme: disel, precio, litro, gasolina, estaciones, pesos litro, gasolineras, estaciones servicio

n=58 · share 0.2% · mean tone 0.61 · silhouette 0.158 · bond score 1

Keywords: disel, precio, litro, gasolina, estaciones, pesos litro, gasolineras, estaciones servicio

Representative articles

Cluster 93: Theme: medrano, benjamn medrano, benjamn, motel, castilla, fresnillo, guadalajara, exalcalde

n=58 · share 0.2% · mean tone -3.40 · silhouette 0.117 · bond score 0

Keywords: medrano, benjamn medrano, benjamn, motel, castilla, fresnillo, guadalajara, exalcalde

Representative articles

Cluster 94: Theme: clima, temperaturas, cielo, nublado, mnima, temperatura, mxima, fresco

n=58 · share 0.2% · mean tone 1.10 · silhouette 0.150 · bond score 0

Keywords: clima, temperaturas, cielo, nublado, mnima, temperatura, mxima, fresco

Representative articles

Cluster 95: Theme: circula, vehculos, autos, cdmx, edomex, cdmx edomex, holograma, placas

n=58 · share 0.2% · mean tone -1.09 · silhouette 0.179 · bond score 0

Keywords: circula, vehculos, autos, cdmx, edomex, cdmx edomex, holograma, placas

Representative articles

Cluster 97: Theme: herencias, gravar, batres, lenia, lenia batres, gravar herencias, ministra, impuesto

n=54 · share 0.2% · mean tone -3.59 · silhouette 0.215 · bond score 1

Keywords: herencias, gravar, batres, lenia, lenia batres, gravar herencias, ministra, impuesto

Representative articles

Cluster 98: Theme: canad, aranceles, trump, productos, canadienses, arancel, carney, donald

n=54 · share 0.2% · mean tone -2.23 · silhouette 0.217 · bond score 1

Keywords: canad, aranceles, trump, productos, canadienses, arancel, carney, donald

Representative articles

Cluster 99: unam, examen, licenciatura, admisin

n=54 · share 0.2% · mean tone 0.11 · silhouette 0.142 · bond score 0

Keywords: unam, examen, licenciatura, admisin, aspirantes, universidad, resultados, ingreso

Representative articles

Cluster 100: Theme: reforestacin, rboles, rbol, mil rboles, jornada reforestacin, forestal, millones rboles, medio ambiente

n=53 · share 0.2% · mean tone 2.43 · silhouette 0.115 · bond score 1

Keywords: reforestacin, rboles, rbol, mil rboles, jornada reforestacin, forestal, millones rboles, medio ambiente

Representative articles

Cluster 101: Theme: inzunza, rocha, sre, rocha moya, moya, enrique inzunza, rubn rocha, rubn

n=52 · share 0.2% · mean tone -2.73 · silhouette 0.112 · bond score 0

Keywords: inzunza, rocha, sre, rocha moya, moya, enrique inzunza, rubn rocha, rubn

Representative articles

Cluster 105: Theme: lara, ulises lara, ulises, fgr, asuntos relevantes, renuncia, relevantes, lara lpez

n=51 · share 0.2% · mean tone -3.69 · silhouette 0.290 · bond score 2

Keywords: lara, ulises lara, ulises, fgr, asuntos relevantes, renuncia, relevantes, lara lpez

Representative articles

Cluster 107: Theme: rivera, lilia rivera, ana lilia, alfonso snchez, tlaxcala, lilia, ana, alfonso

n=51 · share 0.2% · mean tone 2.22 · silhouette 0.079 · bond score 1

Keywords: rivera, lilia rivera, ana lilia, alfonso snchez, tlaxcala, lilia, ana, alfonso

Representative articles

Cluster 102: Theme: puga, lvarez, mont, gmez mont, ins, ins gmez, alejandro, defraudacin

n=51 · share 0.2% · mean tone -4.70 · silhouette 0.309 · bond score 1

Keywords: puga, lvarez, mont, gmez mont, ins, ins gmez, alejandro, defraudacin

Representative articles

Cluster 104: Theme: refinera, pemex, bocas, refinera olmeca, olmeca, incendio, crudo, fuga

n=51 · share 0.2% · mean tone -3.37 · silhouette 0.105 · bond score 1

Keywords: refinera, pemex, bocas, refinera olmeca, olmeca, incendio, crudo, fuga

Representative articles

Cluster 108: Theme: azcar, caa, ciclo, toneladas, usda, productores, exportacin, agricultura

n=50 · share 0.2% · mean tone 1.81 · silhouette 0.258 · bond score 0

Keywords: azcar, caa, ciclo, toneladas, usda, productores, exportacin, agricultura

Representative articles

Cluster 109: satisfaccin, satisfaccin vida, enbiare, inegi

n=49 · share 0.2% · mean tone 1.43 · silhouette 0.171 · bond score 1

Keywords: satisfaccin, satisfaccin vida, enbiare, inegi, bienestar, autorreportado, bienestar autorreportado, encuesta bienestar

Representative articles

Cluster 112: Theme: merln, pato, pato merln, lotera, billete, familia, karla, vivienda

n=47 · share 0.2% · mean tone 2.59 · silhouette 0.227 · bond score 1

Keywords: merln, pato, pato merln, lotera, billete, familia, karla, vivienda

Representative articles

Cluster 111: Theme: chapitos, jefe plaza, jefe, texas, culiacn, cristhian, clula, garca harfuch

n=47 · share 0.2% · mean tone -5.87 · silhouette 0.214 · bond score 0

Keywords: chapitos, jefe plaza, jefe, texas, culiacn, cristhian, clula, garca harfuch

Representative articles

Cluster 110: Theme: panam, mulino, ral mulino, jos ral, presidente panam, ral, neutralidad, panameo

n=47 · share 0.2% · mean tone 2.44 · silhouette 0.281 · bond score 0

Keywords: panam, mulino, ral mulino, jos ral, presidente panam, ral, neutralidad, panameo

Representative articles

Cluster 113: tlaxcala, sol tlaxcala, sol, artesanos

n=46 · share 0.2% · mean tone 2.78 · silhouette 0.046 · bond score 0

Keywords: tlaxcala, sol tlaxcala, sol, artesanos, etlaxcalamx, ixtacuixtla, tlaxcaltecas, nadia mendoza

Representative articles

Cluster 114: Theme: horas horas, horas, acua sociales, sociales, sociales horas, seccin sociales, sociales grupo, monclova

n=46 · share 0.2% · mean tone 8.91 · silhouette 0.161 · bond score 0

Keywords: horas horas, horas, acua sociales, sociales, sociales horas, seccin sociales, sociales grupo, monclova

Representative articles

Cluster 116: Theme: ramos arizpe, arizpe, ramos, toms gutirrez, gutirrez merino, toms, merino, gutirrez

n=45 · share 0.2% · mean tone 3.32 · silhouette 0.129 · bond score 1

Keywords: ramos arizpe, arizpe, ramos, toms gutirrez, gutirrez merino, toms, merino, gutirrez

Representative articles

Cluster 115: Theme: marchas, marchas bloqueos, concentraciones, bloqueos, movilizaciones, cdmx, manifestaciones, alcaldas

n=45 · share 0.2% · mean tone -1.04 · silhouette 0.345 · bond score 0

Keywords: marchas, marchas bloqueos, concentraciones, bloqueos, movilizaciones, cdmx, manifestaciones, alcaldas

Representative articles

Cluster 117: nio, fenmeno, fenmeno nio, smn

n=44 · share 0.2% · mean tone -1.59 · silhouette 0.218 · bond score 0

Keywords: nio, fenmeno, fenmeno nio, smn, pacfico, ciclones, climtico, fabin vzquez

Representative articles

Cluster 119: Theme: puebla, seguridad pblica, mandos, seguridad, pblica, municipios, mixteca, directores

n=43 · share 0.2% · mean tone -4.12 · silhouette 0.128 · bond score 2

Keywords: puebla, seguridad pblica, mandos, seguridad, pblica, municipios, mixteca, directores

Representative articles

Cluster 118: Theme: piezas, inah, piezas arqueolgicas, museo, arqueolgicas, antropologa, instituto antropologa, antropologa historia

n=43 · share 0.2% · mean tone 1.22 · silhouette 0.106 · bond score 0

Keywords: piezas, inah, piezas arqueolgicas, museo, arqueolgicas, antropologa, instituto antropologa, antropologa historia

Representative articles

Cluster 121: Theme: danza, arriaga, bellas artes, guillermo, bellas, artes, msica, teatro

n=41 · share 0.2% · mean tone 1.67 · silhouette 0.028 · bond score 1

Keywords: danza, arriaga, bellas artes, guillermo, bellas, artes, msica, teatro

Representative articles

Cluster 120: Theme: dinero, pesos, millones, dlares, gates, jornada dinero, mina, celso

n=41 · share 0.2% · mean tone -1.59 · silhouette -0.015 · bond score 0

Keywords: dinero, pesos, millones, dlares, gates, jornada dinero, mina, celso

Representative articles

Cluster 122: Theme: roxana, roxana guzmn, guzmn, serna, periodista roxana, periodista, alex serna, alex

n=40 · share 0.1% · mean tone -4.67 · silhouette 0.167 · bond score 1

Keywords: roxana, roxana guzmn, guzmn, serna, periodista roxana, periodista, alex serna, alex

Representative articles

Cluster 123: Theme: pequeos, digital, financiero, empresas, negocios, bbva, bancos, comercios

n=40 · share 0.1% · mean tone 1.62 · silhouette 0.053 · bond score 0

Keywords: pequeos, digital, financiero, empresas, negocios, bbva, bancos, comercios

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
1Ex-Governor Ernesto Ruffo Arrested for Alleged Gasoline Theft Scheme4981.8%-4.410.0723ruffo, ernesto, ernesto ruffo, huachicol, appel, ruffo appel, exgobernador, baja california
5short English theme max 12 words3701.4%-2.940.0322droga, robo, elementos, colonia, secretara seguridad, agentes, seguridad, cristal
11short English theme max 12 words2150.8%-6.870.0392homicidio, delito, imputado, fiscala, proceso, investigacin, hechos, probable
12short English theme max 12 words2120.8%-4.040.2342exdirector, rodrguez padilla, vctor, padilla, pemex, vctor rodrguez, rodrguez, exdirector pemex
13short English theme max 12 words2080.8%-2.700.1072marina pilar, pilar, marina, gobernadora, audios, gobernadora baja, vila, baja california
30Theme: homicidios, dolosos, homicidios dolosos, reduccin, junio, promedio diario, promedio, seguridad1300.5%-1.900.1143homicidios, dolosos, homicidios dolosos, reduccin, junio, promedio diario, promedio, seguridad
32Theme: electoral, partidos, ine, somos, somos mxico, instituto electoral, partidos polticos, polticos1280.5%-0.390.0432electoral, partidos, ine, somos, somos mxico, instituto electoral, partidos polticos, polticos
38Theme: chihuahua, poniente, bonilla, jurez, alcalde, gobernadora, ciudad jurez, marco bonilla1210.4%-0.280.0392chihuahua, poniente, bonilla, jurez, alcalde, gobernadora, ciudad jurez, marco bonilla
45Theme: agua, guadalajara, potable, agua potable, siapa, jalisco, suministro, calidad1120.4%-0.020.0483agua, guadalajara, potable, agua potable, siapa, jalisco, suministro, calidad
50Theme: rocha, rocha moya, moya, rubn rocha, rubn, licencia, sinaloa, gobernador licencia1010.4%-3.340.1022rocha, rocha moya, moya, rubn rocha, rubn, licencia, sinaloa, gobernador licencia
54Theme: zacatecas, foto cortesa, cortesa, hotel parador, foto, parador, hotel, ulises meja990.4%1.130.0043zacatecas, foto cortesa, cortesa, hotel parador, foto, parador, hotel, ulises meja
55Theme: ice, mexicanos, denuncias, muerte, custodia, inmigracin, relaciones exteriores, sre990.4%-3.860.1422ice, mexicanos, denuncias, muerte, custodia, inmigracin, relaciones exteriores, sre
56Theme: dea, cole, crteles, conexin, drogas, control drogas, administracin control, terry cole910.3%-3.660.1914dea, cole, crteles, conexin, drogas, control drogas, administracin control, terry cole
58Theme: dlar, peso, tipo cambio, peso mexicano, cambio, tipo, precio dlar, pesos dlar900.3%-0.760.3272dlar, peso, tipo cambio, peso mexicano, cambio, tipo, precio dlar, pesos dlar
79Theme: petrleo, valores, bolsa, irn, ciento, bolsa mexicana, dlares, precios petrleo690.3%-2.040.1203petrleo, valores, bolsa, irn, ciento, bolsa mexicana, dlares, precios petrleo
80Theme: cnte, trabajadores educacin, maestros, coordinadora trabajadores, educacin cnte, educacin, coordinadora, magister690.3%-0.720.1012cnte, trabajadores educacin, maestros, coordinadora trabajadores, educacin cnte, educacin, coordinadora, magisterio
88economa, indicadores, fmi, crecimiento630.2%0.190.1112economa, indicadores, fmi, crecimiento, ocde, hacienda, salario, economa mexicana
106Theme: quadratn, pri, cuernavaca, mor julio, cuernavaca mor, moreira, mor, vuelo510.2%-1.400.0122quadratn, pri, cuernavaca, mor julio, cuernavaca mor, moreira, mor, vuelo
103Theme: fracking, huasteca, pemex, explosivos, huasteca potosina, potosina, exploracin, tanlajs510.2%-2.740.1492fracking, huasteca, pemex, explosivos, huasteca potosina, potosina, exploracin, tanlajs
124Theme: seguridad, capacitacin, emergencias, guardia, civil, potos, san luis, luis potos400.1%1.470.0673seguridad, capacitacin, emergencias, guardia, civil, potos, san luis, luis potos

Cluster detail & representative articles

Cluster 1: Ex-Governor Ernesto Ruffo Arrested for Alleged Gasoline Theft Scheme

n=498 · share 1.8% · mean tone -4.41 · silhouette 0.072 · bond score 3

Keywords: ruffo, ernesto, ernesto ruffo, huachicol, appel, ruffo appel, exgobernador, baja california

Representative articles

Cluster 5: short English theme max 12 words

n=370 · share 1.4% · mean tone -2.94 · silhouette 0.032 · bond score 2

Keywords: droga, robo, elementos, colonia, secretara seguridad, agentes, seguridad, cristal

Representative articles

Cluster 11: short English theme max 12 words

n=215 · share 0.8% · mean tone -6.87 · silhouette 0.039 · bond score 2

Keywords: homicidio, delito, imputado, fiscala, proceso, investigacin, hechos, probable

Representative articles

Cluster 12: short English theme max 12 words

n=212 · share 0.8% · mean tone -4.04 · silhouette 0.234 · bond score 2

Keywords: exdirector, rodrguez padilla, vctor, padilla, pemex, vctor rodrguez, rodrguez, exdirector pemex

Representative articles

Cluster 13: short English theme max 12 words

n=208 · share 0.8% · mean tone -2.70 · silhouette 0.107 · bond score 2

Keywords: marina pilar, pilar, marina, gobernadora, audios, gobernadora baja, vila, baja california

Representative articles

Cluster 30: Theme: homicidios, dolosos, homicidios dolosos, reduccin, junio, promedio diario, promedio, seguridad

n=130 · share 0.5% · mean tone -1.90 · silhouette 0.114 · bond score 3

Keywords: homicidios, dolosos, homicidios dolosos, reduccin, junio, promedio diario, promedio, seguridad

Representative articles

Cluster 32: Theme: electoral, partidos, ine, somos, somos mxico, instituto electoral, partidos polticos, polticos

n=128 · share 0.5% · mean tone -0.39 · silhouette 0.043 · bond score 2

Keywords: electoral, partidos, ine, somos, somos mxico, instituto electoral, partidos polticos, polticos

Representative articles

Cluster 38: Theme: chihuahua, poniente, bonilla, jurez, alcalde, gobernadora, ciudad jurez, marco bonilla

n=121 · share 0.4% · mean tone -0.28 · silhouette 0.039 · bond score 2

Keywords: chihuahua, poniente, bonilla, jurez, alcalde, gobernadora, ciudad jurez, marco bonilla

Representative articles

Cluster 45: Theme: agua, guadalajara, potable, agua potable, siapa, jalisco, suministro, calidad

n=112 · share 0.4% · mean tone -0.02 · silhouette 0.048 · bond score 3

Keywords: agua, guadalajara, potable, agua potable, siapa, jalisco, suministro, calidad

Representative articles

Cluster 50: Theme: rocha, rocha moya, moya, rubn rocha, rubn, licencia, sinaloa, gobernador licencia

n=101 · share 0.4% · mean tone -3.34 · silhouette 0.102 · bond score 2

Keywords: rocha, rocha moya, moya, rubn rocha, rubn, licencia, sinaloa, gobernador licencia

Representative articles

Cluster 54: Theme: zacatecas, foto cortesa, cortesa, hotel parador, foto, parador, hotel, ulises meja

n=99 · share 0.4% · mean tone 1.13 · silhouette 0.004 · bond score 3

Keywords: zacatecas, foto cortesa, cortesa, hotel parador, foto, parador, hotel, ulises meja

Representative articles

Cluster 55: Theme: ice, mexicanos, denuncias, muerte, custodia, inmigracin, relaciones exteriores, sre

n=99 · share 0.4% · mean tone -3.86 · silhouette 0.142 · bond score 2

Keywords: ice, mexicanos, denuncias, muerte, custodia, inmigracin, relaciones exteriores, sre

Representative articles

Cluster 56: Theme: dea, cole, crteles, conexin, drogas, control drogas, administracin control, terry cole

n=91 · share 0.3% · mean tone -3.66 · silhouette 0.191 · bond score 4

Keywords: dea, cole, crteles, conexin, drogas, control drogas, administracin control, terry cole

Representative articles

Cluster 58: Theme: dlar, peso, tipo cambio, peso mexicano, cambio, tipo, precio dlar, pesos dlar

n=90 · share 0.3% · mean tone -0.76 · silhouette 0.327 · bond score 2

Keywords: dlar, peso, tipo cambio, peso mexicano, cambio, tipo, precio dlar, pesos dlar

Representative articles

Cluster 79: Theme: petrleo, valores, bolsa, irn, ciento, bolsa mexicana, dlares, precios petrleo

n=69 · share 0.3% · mean tone -2.04 · silhouette 0.120 · bond score 3

Keywords: petrleo, valores, bolsa, irn, ciento, bolsa mexicana, dlares, precios petrleo

Representative articles

Cluster 80: Theme: cnte, trabajadores educacin, maestros, coordinadora trabajadores, educacin cnte, educacin, coordinadora, magister

n=69 · share 0.3% · mean tone -0.72 · silhouette 0.101 · bond score 2

Keywords: cnte, trabajadores educacin, maestros, coordinadora trabajadores, educacin cnte, educacin, coordinadora, magisterio

Representative articles

Cluster 88: economa, indicadores, fmi, crecimiento

n=63 · share 0.2% · mean tone 0.19 · silhouette 0.111 · bond score 2

Keywords: economa, indicadores, fmi, crecimiento, ocde, hacienda, salario, economa mexicana

Representative articles

Cluster 106: Theme: quadratn, pri, cuernavaca, mor julio, cuernavaca mor, moreira, mor, vuelo

n=51 · share 0.2% · mean tone -1.40 · silhouette 0.012 · bond score 2

Keywords: quadratn, pri, cuernavaca, mor julio, cuernavaca mor, moreira, mor, vuelo

Representative articles

Cluster 103: Theme: fracking, huasteca, pemex, explosivos, huasteca potosina, potosina, exploracin, tanlajs

n=51 · share 0.2% · mean tone -2.74 · silhouette 0.149 · bond score 2

Keywords: fracking, huasteca, pemex, explosivos, huasteca potosina, potosina, exploracin, tanlajs

Representative articles

Cluster 124: Theme: seguridad, capacitacin, emergencias, guardia, civil, potos, san luis, luis potos

n=40 · share 0.1% · mean tone 1.47 · silhouette 0.067 · bond score 3

Keywords: seguridad, capacitacin, emergencias, guardia, civil, potos, san luis, luis potos

Representative articles