diff --git a/datos/interseccion_github_reddit.csv b/datos/interseccion_github_reddit.csv
index e59cdb8..a71bf34 100644
--- a/datos/interseccion_github_reddit.csv
+++ b/datos/interseccion_github_reddit.csv
@@ -3,7 +3,7 @@ Python,Lenguaje,1,7,6
 TypeScript,Lenguaje,2,8,6
 Sin especificar,Lenguaje,3,No encontrado,-
 JavaScript,Lenguaje,4,10,6
-Go,Lenguaje,5,No encontrado,-
+Rust,Lenguaje,5,No encontrado,-
 Next.js,Framework Frontend,1,No encontrado,-
 Angular,Framework Frontend,2,No encontrado,-
 React,Framework Frontend,3,No encontrado,-
diff --git a/datos/reddit_sentimiento_frameworks.csv b/datos/reddit_sentimiento_frameworks.csv
index eeb0b31..73d0235 100644
--- a/datos/reddit_sentimiento_frameworks.csv
+++ b/datos/reddit_sentimiento_frameworks.csv
@@ -1,5 +1,6 @@
 framework,total_menciones,positivos,neutros,negativos,% positivo,% neutro,% negativo
-Django,4,4,0,0,100.0,0.0,0.0
+Django,3,3,0,0,100.0,0.0,0.0
+Spring,1,1,0,0,100.0,0.0,0.0
 Laravel,19,18,0,1,94.74,0.0,5.26
-Express,18,17,0,1,94.44,0.0,5.56
+Express,15,14,0,1,93.33,0.0,6.67
 FastAPI,2,1,0,1,50.0,0.0,50.0
diff --git a/datos/reddit_temas_emergentes.csv b/datos/reddit_temas_emergentes.csv
index efe637f..362ebcb 100644
--- a/datos/reddit_temas_emergentes.csv
+++ b/datos/reddit_temas_emergentes.csv
@@ -1,11 +1,11 @@
 tema,menciones
-IA/Machine Learning,130
-Performance,53
-Seguridad,34
-Testing,32
-Cloud,30
+IA/Machine Learning,139
+Performance,50
+Cloud,36
+Seguridad,36
+Testing,31
 DevOps,25
-Python,23
-TypeScript,20
-Microservicios,13
+Python,20
+TypeScript,17
+Microservicios,11
 Web3/Blockchain,6
diff --git a/frontend/assets/data/interseccion_github_reddit.csv b/frontend/assets/data/interseccion_github_reddit.csv
index e59cdb8..a71bf34 100644
--- a/frontend/assets/data/interseccion_github_reddit.csv
+++ b/frontend/assets/data/interseccion_github_reddit.csv
@@ -3,7 +3,7 @@ Python,Lenguaje,1,7,6
 TypeScript,Lenguaje,2,8,6
 Sin especificar,Lenguaje,3,No encontrado,-
 JavaScript,Lenguaje,4,10,6
-Go,Lenguaje,5,No encontrado,-
+Rust,Lenguaje,5,No encontrado,-
 Next.js,Framework Frontend,1,No encontrado,-
 Angular,Framework Frontend,2,No encontrado,-
 React,Framework Frontend,3,No encontrado,-
diff --git a/frontend/assets/data/reddit_interseccion_history.json b/frontend/assets/data/reddit_interseccion_history.json
index 3a87bdf..d57901f 100644
--- a/frontend/assets/data/reddit_interseccion_history.json
+++ b/frontend/assets/data/reddit_interseccion_history.json
@@ -1,10 +1,10 @@
 {
-  "generated_at_utc": "2026-04-27T03:48:17Z",
+  "generated_at_utc": "2026-05-04T04:26:35Z",
   "dataset": "interseccion_github_reddit",
   "source_mode": "history",
-  "snapshot_count": 5,
-  "latest_snapshot_date": "2026-04-27",
-  "previous_snapshot_date": "2026-04-20",
+  "snapshot_count": 6,
+  "latest_snapshot_date": "2026-05-04",
+  "previous_snapshot_date": "2026-04-27",
   "coverage_pct": 30.0,
   "comparable_count": 3,
   "item_count": 10,
@@ -62,40 +62,40 @@
       "trend_direction": null
     },
     {
-      "tecnologia": "Go",
-      "tipo": "Lenguaje",
-      "ranking_github": 5,
+      "tecnologia": "Next.js",
+      "tipo": "Framework Frontend",
+      "ranking_github": 1,
       "ranking_reddit": null,
       "brecha_abs": null,
       "promedio_rank": null,
       "direccion": "incompleto",
-      "rank_github_prev": 5,
+      "rank_github_prev": 1,
       "rank_reddit_prev": null,
       "delta_gap": null,
       "trend_direction": null
     },
     {
-      "tecnologia": "Next.js",
+      "tecnologia": "React",
       "tipo": "Framework Frontend",
-      "ranking_github": 1,
+      "ranking_github": 3,
       "ranking_reddit": null,
       "brecha_abs": null,
       "promedio_rank": null,
       "direccion": "incompleto",
-      "rank_github_prev": 1,
+      "rank_github_prev": 3,
       "rank_reddit_prev": null,
       "delta_gap": null,
       "trend_direction": null
     },
     {
-      "tecnologia": "React",
-      "tipo": "Framework Frontend",
-      "ranking_github": 3,
+      "tecnologia": "Rust",
+      "tipo": "Lenguaje",
+      "ranking_github": 5,
       "ranking_reddit": null,
       "brecha_abs": null,
       "promedio_rank": null,
       "direccion": "incompleto",
-      "rank_github_prev": 3,
+      "rank_github_prev": null,
       "rank_reddit_prev": null,
       "delta_gap": null,
       "trend_direction": null
@@ -670,6 +670,106 @@
           "direccion": "incompleto"
         }
       ]
+    },
+    {
+      "date": "2026-05-04",
+      "path": "datos/history/interseccion/year=2026/month=05/day=04/interseccion_github_reddit.csv",
+      "source_type": "history",
+      "row_count": 10,
+      "comparable_count": 3,
+      "coverage_pct": 30.0,
+      "items": [
+        {
+          "tecnologia": "Python",
+          "tipo": "Lenguaje",
+          "ranking_github": 1,
+          "ranking_reddit": 7,
+          "brecha_abs": 6,
+          "promedio_rank": 4.0,
+          "direccion": "github_favorece"
+        },
+        {
+          "tecnologia": "TypeScript",
+          "tipo": "Lenguaje",
+          "ranking_github": 2,
+          "ranking_reddit": 8,
+          "brecha_abs": 6,
+          "promedio_rank": 5.0,
+          "direccion": "github_favorece"
+        },
+        {
+          "tecnologia": "JavaScript",
+          "tipo": "Lenguaje",
+          "ranking_github": 4,
+          "ranking_reddit": 10,
+          "brecha_abs": 6,
+          "promedio_rank": 7.0,
+          "direccion": "github_favorece"
+        },
+        {
+          "tecnologia": "Angular",
+          "tipo": "Framework Frontend",
+          "ranking_github": 2,
+          "ranking_reddit": null,
+          "brecha_abs": null,
+          "promedio_rank": null,
+          "direccion": "incompleto"
+        },
+        {
+          "tecnologia": "Next.js",
+          "tipo": "Framework Frontend",
+          "ranking_github": 1,
+          "ranking_reddit": null,
+          "brecha_abs": null,
+          "promedio_rank": null,
+          "direccion": "incompleto"
+        },
+        {
+          "tecnologia": "React",
+          "tipo": "Framework Frontend",
+          "ranking_github": 3,
+          "ranking_reddit": null,
+          "brecha_abs": null,
+          "promedio_rank": null,
+          "direccion": "incompleto"
+        },
+        {
+          "tecnologia": "Rust",
+          "tipo": "Lenguaje",
+          "ranking_github": 5,
+          "ranking_reddit": null,
+          "brecha_abs": null,
+          "promedio_rank": null,
+          "direccion": "incompleto"
+        },
+        {
+          "tecnologia": "Sin especificar",
+          "tipo": "Lenguaje",
+          "ranking_github": 3,
+          "ranking_reddit": null,
+          "brecha_abs": null,
+          "promedio_rank": null,
+          "direccion": "incompleto"
+        },
+        {
+          "tecnologia": "Svelte",
+          "tipo": "Framework Frontend",
+          "ranking_github": 4,
+          "ranking_reddit": null,
+          "brecha_abs": null,
+          "promedio_rank": null,
+          "direccion": "incompleto"
+        },
+        {
+          "tecnologia": "Vue 3",
+          "tipo": "Framework Frontend",
+          "ranking_github": 5,
+          "ranking_reddit": null,
+          "brecha_abs": null,
+          "promedio_rank": null,
+          "direccion": "incompleto"
+        }
+      ]
     }
   ]
 }
\ No newline at end of file
diff --git a/frontend/assets/data/reddit_sentimiento_frameworks.csv b/frontend/assets/data/reddit_sentimiento_frameworks.csv
index eeb0b31..73d0235 100644
--- a/frontend/assets/data/reddit_sentimiento_frameworks.csv
+++ b/frontend/assets/data/reddit_sentimiento_frameworks.csv
@@ -1,5 +1,6 @@
 framework,total_menciones,positivos,neutros,negativos,% positivo,% neutro,% negativo
-Django,4,4,0,0,100.0,0.0,0.0
+Django,3,3,0,0,100.0,0.0,0.0
+Spring,1,1,0,0,100.0,0.0,0.0
 Laravel,19,18,0,1,94.74,0.0,5.26
-Express,18,17,0,1,94.44,0.0,5.56
+Express,15,14,0,1,93.33,0.0,6.67
 FastAPI,2,1,0,1,50.0,0.0,50.0
diff --git a/frontend/assets/data/reddit_sentimiento_public.json b/frontend/assets/data/reddit_sentimiento_public.json
index 7edd18e..9407f64 100644
--- a/frontend/assets/data/reddit_sentimiento_public.json
+++ b/frontend/assets/data/reddit_sentimiento_public.json
@@ -1,15 +1,25 @@
 {
-  "generated_at_utc": "2026-04-27T10:26:00Z",
+  "generated_at_utc": "2026-05-04T04:26:35Z",
   "dataset": "reddit_sentimiento_frameworks",
   "source_mode": "latest",
   "source_path": "datos/latest/reddit_sentimiento_frameworks.csv",
-  "source_updated_at_utc": "2026-04-27T10:25:56Z",
-  "framework_count": 4,
+  "source_updated_at_utc": "2026-05-04T04:26:29Z",
+  "framework_count": 5,
   "frameworks": [
     {
       "framework": "Django",
-      "total_menciones": 4,
-      "positivos": 4,
+      "total_menciones": 3,
+      "positivos": 3,
+      "neutros": 0,
+      "negativos": 0,
+      "porcentaje_positivo": 100.0,
+      "porcentaje_neutro": 0.0,
+      "porcentaje_negativo": 0.0
+    },
+    {
+      "framework": "Spring",
+      "total_menciones": 1,
+      "positivos": 1,
       "neutros": 0,
       "negativos": 0,
       "porcentaje_positivo": 100.0,
@@ -28,13 +38,13 @@
     },
     {
       "framework": "Express",
-      "total_menciones": 18,
-      "positivos": 17,
+      "total_menciones": 15,
+      "positivos": 14,
       "neutros": 0,
       "negativos": 1,
-      "porcentaje_positivo": 94.44,
+      "porcentaje_positivo": 93.33,
       "porcentaje_neutro": 0.0,
-      "porcentaje_negativo": 5.56
+      "porcentaje_negativo": 6.67
     },
     {
       "framework": "FastAPI",
@@ -50,8 +60,8 @@
   "summary": {
     "positive_leader": {
       "framework": "Django",
-      "total_menciones": 4,
-      "positivos": 4,
+      "total_menciones": 3,
+      "positivos": 3,
       "neutros": 0,
       "negativos": 0,
       "porcentaje_positivo": 100.0,
@@ -78,7 +88,7 @@
       "porcentaje_neutro": 0.0,
       "porcentaje_negativo": 50.0
     },
-    "framework_count": 4,
-    "total_menciones": 43
+    "framework_count": 5,
+    "total_menciones": 40
   }
 }
\ No newline at end of file
diff --git a/frontend/assets/data/reddit_temas_emergentes.csv b/frontend/assets/data/reddit_temas_emergentes.csv
index efe637f..362ebcb 100644
--- a/frontend/assets/data/reddit_temas_emergentes.csv
+++ b/frontend/assets/data/reddit_temas_emergentes.csv
@@ -1,11 +1,11 @@
 tema,menciones
-IA/Machine Learning,130
-Performance,53
-Seguridad,34
-Testing,32
-Cloud,30
+IA/Machine Learning,139
+Performance,50
+Cloud,36
+Seguridad,36
+Testing,31
 DevOps,25
-Python,23
-TypeScript,20
-Microservicios,13
+Python,20
+TypeScript,17
+Microservicios,11
 Web3/Blockchain,6
diff --git a/frontend/assets/data/reddit_temas_history.json b/frontend/assets/data/reddit_temas_history.json
index f9078a8..bf78ac6 100644
--- a/frontend/assets/data/reddit_temas_history.json
+++ b/frontend/assets/data/reddit_temas_history.json
@@ -1,111 +1,111 @@
 {
-  "generated_at_utc": "2026-04-27T03:48:17Z",
+  "generated_at_utc": "2026-05-04T04:26:35Z",
   "dataset": "reddit_temas_emergentes",
   "source_mode": "history",
-  "snapshot_count": 5,
-  "latest_snapshot_date": "2026-04-27",
-  "previous_snapshot_date": "2026-04-20",
+  "snapshot_count": 6,
+  "latest_snapshot_date": "2026-05-04",
+  "previous_snapshot_date": "2026-04-27",
   "topic_count": 10,
   "summary": {
     "leader_topic": {
       "tema": "IA/Machine Learning",
-      "menciones": 130,
-      "menciones_previas": 132,
-      "delta_menciones": -2,
-      "growth_pct": -1.52,
-      "trend_direction": "cayendo"
+      "menciones": 139,
+      "menciones_previas": 130,
+      "delta_menciones": 9,
+      "growth_pct": 6.92,
+      "trend_direction": "creciendo"
     },
     "highest_growth_topic": {
-      "tema": "Python",
-      "menciones": 23,
-      "menciones_previas": 21,
-      "delta_menciones": 2,
-      "growth_pct": 9.52,
+      "tema": "IA/Machine Learning",
+      "menciones": 139,
+      "menciones_previas": 130,
+      "delta_menciones": 9,
+      "growth_pct": 6.92,
       "trend_direction": "creciendo"
     },
     "largest_drop_topic": {
-      "tema": "Cloud",
-      "menciones": 30,
-      "menciones_previas": 46,
-      "delta_menciones": -16,
-      "growth_pct": -34.78,
+      "tema": "Performance",
+      "menciones": 50,
+      "menciones_previas": 53,
+      "delta_menciones": -3,
+      "growth_pct": -5.66,
       "trend_direction": "cayendo"
     },
-    "total_menciones": 366,
+    "total_menciones": 371,
     "topic_count": 10
   },
   "latest_topics": [
     {
       "tema": "IA/Machine Learning",
-      "menciones": 130,
-      "menciones_previas": 132,
-      "delta_menciones": -2,
-      "growth_pct": -1.52,
-      "trend_direction": "cayendo"
+      "menciones": 139,
+      "menciones_previas": 130,
+      "delta_menciones": 9,
+      "growth_pct": 6.92,
+      "trend_direction": "creciendo"
     },
     {
       "tema": "Performance",
-      "menciones": 53,
-      "menciones_previas": 56,
+      "menciones": 50,
+      "menciones_previas": 53,
       "delta_menciones": -3,
-      "growth_pct": -5.36,
+      "growth_pct": -5.66,
       "trend_direction": "cayendo"
     },
     {
-      "tema": "Seguridad",
-      "menciones": 34,
-      "menciones_previas": 45,
-      "delta_menciones": -11,
-      "growth_pct": -24.44,
-      "trend_direction": "cayendo"
+      "tema": "Cloud",
+      "menciones": 36,
+      "menciones_previas": 30,
+      "delta_menciones": 6,
+      "growth_pct": 20.0,
+      "trend_direction": "creciendo"
     },
     {
-      "tema": "Testing",
-      "menciones": 32,
-      "menciones_previas": 31,
-      "delta_menciones": 1,
-      "growth_pct": 3.23,
+      "tema": "Seguridad",
+      "menciones": 36,
+      "menciones_previas": 34,
+      "delta_menciones": 2,
+      "growth_pct": 5.88,
       "trend_direction": "creciendo"
     },
     {
-      "tema": "Cloud",
-      "menciones": 30,
-      "menciones_previas": 46,
-      "delta_menciones": -16,
-      "growth_pct": -34.78,
+      "tema": "Testing",
+      "menciones": 31,
+      "menciones_previas": 32,
+      "delta_menciones": -1,
+      "growth_pct": -3.12,
       "trend_direction": "cayendo"
     },
     {
       "tema": "DevOps",
       "menciones": 25,
-      "menciones_previas": 36,
-      "delta_menciones": -11,
-      "growth_pct": -30.56,
-      "trend_direction": "cayendo"
+      "menciones_previas": 25,
+      "delta_menciones": 0,
+      "growth_pct": 0.0,
+      "trend_direction": "estable"
     },
     {
       "tema": "Python",
-      "menciones": 23,
-      "menciones_previas": 21,
-      "delta_menciones": 2,
-      "growth_pct": 9.52,
-      "trend_direction": "creciendo"
+      "menciones": 20,
+      "menciones_previas": 23,
+      "delta_menciones": -3,
+      "growth_pct": -13.04,
+      "trend_direction": "cayendo"
     },
     {
       "tema": "TypeScript",
-      "menciones": 20,
-      "menciones_previas": 19,
-      "delta_menciones": 1,
-      "growth_pct": 5.26,
-      "trend_direction": "creciendo"
+      "menciones": 17,
+      "menciones_previas": 20,
+      "delta_menciones": -3,
+      "growth_pct": -15.0,
+      "trend_direction": "cayendo"
     },
     {
       "tema": "Microservicios",
-      "menciones": 13,
+      "menciones": 11,
       "menciones_previas": 13,
-      "delta_menciones": 0,
-      "growth_pct": 0.0,
-      "trend_direction": "estable"
+      "delta_menciones": -2,
+      "growth_pct": -15.38,
+      "trend_direction": "cayendo"
     },
     {
       "tema": "Web3/Blockchain",
@@ -411,6 +411,65 @@
           "participacion_pct": 1.64
         }
       ]
+    },
+    {
+      "date": "2026-05-04",
+      "path": "datos/history/reddit_temas/year=2026/month=05/day=04/reddit_temas_emergentes.csv",
+      "source_type": "history",
+      "row_count": 10,
+      "total_menciones": 371,
+      "top_topics": [
+        {
+          "tema": "IA/Machine Learning",
+          "menciones": 139,
+          "participacion_pct": 37.47
+        },
+        {
+          "tema": "Performance",
+          "menciones": 50,
+          "participacion_pct": 13.48
+        },
+        {
+          "tema": "Cloud",
+          "menciones": 36,
+          "participacion_pct": 9.7
+        },
+        {
+          "tema": "Seguridad",
+          "menciones": 36,
+          "participacion_pct": 9.7
+        },
+        {
+          "tema": "Testing",
+          "menciones": 31,
+          "participacion_pct": 8.36
+        },
+        {
+          "tema": "DevOps",
+          "menciones": 25,
+          "participacion_pct": 6.74
+        },
+        {
+          "tema": "Python",
+          "menciones": 20,
+          "participacion_pct": 5.39
+        },
+        {
+          "tema": "TypeScript",
+          "menciones": 17,
+          "participacion_pct": 4.58
+        },
+        {
+          "tema": "Microservicios",
+          "menciones": 11,
+          "participacion_pct": 2.96
+        },
+        {
+          "tema": "Web3/Blockchain",
+          "menciones": 6,
+          "participacion_pct": 1.62
+        }
+      ]
     }
   ],
   "series": [
@@ -441,6 +500,11 @@
           "date": "2026-04-27",
           "menciones": 130,
           "participacion_pct": 35.52
+        },
+        {
+          "date": "2026-05-04",
+          "menciones": 139,
+          "participacion_pct": 37.47
         }
       ]
     },
@@ -471,6 +535,46 @@
           "date": "2026-04-27",
           "menciones": 53,
           "participacion_pct": 14.48
+        },
+        {
+          "date": "2026-05-04",
+          "menciones": 50,
+          "participacion_pct": 13.48
+        }
+      ]
+    },
+    {
+      "tema": "Cloud",
+      "points": [
+        {
+          "date": "2026-03-30",
+          "menciones": 27,
+          "participacion_pct": 7.22
+        },
+        {
+          "date": "2026-04-06",
+          "menciones": 31,
+          "participacion_pct": 8.68
+        },
+        {
+          "date": "2026-04-13",
+          "menciones": 41,
+          "participacion_pct": 10.07
+        },
+        {
+          "date": "2026-04-20",
+          "menciones": 46,
+          "participacion_pct": 11.36
+        },
+        {
+          "date": "2026-04-27",
+          "menciones": 30,
+          "participacion_pct": 8.2
+        },
+        {
+          "date": "2026-05-04",
+          "menciones": 36,
+          "participacion_pct": 9.7
         }
       ]
     },
@@ -501,6 +605,11 @@
           "date": "2026-04-27",
           "menciones": 34,
           "participacion_pct": 9.29
+        },
+        {
+          "date": "2026-05-04",
+          "menciones": 36,
+          "participacion_pct": 9.7
         }
       ]
     },
@@ -531,36 +640,11 @@
           "date": "2026-04-27",
           "menciones": 32,
           "participacion_pct": 8.74
-        }
-      ]
-    },
-    {
-      "tema": "Cloud",
-      "points": [
-        {
-          "date": "2026-03-30",
-          "menciones": 27,
-          "participacion_pct": 7.22
         },
         {
-          "date": "2026-04-06",
+          "date": "2026-05-04",
           "menciones": 31,
-          "participacion_pct": 8.68
-        },
-        {
-          "date": "2026-04-13",
-          "menciones": 41,
-          "participacion_pct": 10.07
-        },
-        {
-          "date": "2026-04-20",
-          "menciones": 46,
-          "participacion_pct": 11.36
-        },
-        {
-          "date": "2026-04-27",
-          "menciones": 30,
-          "participacion_pct": 8.2
+          "participacion_pct": 8.36
         }
       ]
     },
@@ -591,6 +675,11 @@
           "date": "2026-04-27",
           "menciones": 25,
           "participacion_pct": 6.83
+        },
+        {
+          "date": "2026-05-04",
+          "menciones": 25,
+          "participacion_pct": 6.74
         }
       ]
     },
@@ -621,6 +710,11 @@
           "date": "2026-04-27",
           "menciones": 23,
           "participacion_pct": 6.28
+        },
+        {
+          "date": "2026-05-04",
+          "menciones": 20,
+          "participacion_pct": 5.39
         }
       ]
     },
@@ -651,6 +745,11 @@
           "date": "2026-04-27",
           "menciones": 20,
           "participacion_pct": 5.46
+        },
+        {
+          "date": "2026-05-04",
+          "menciones": 17,
+          "participacion_pct": 4.58
         }
       ]
     },
@@ -681,6 +780,11 @@
           "date": "2026-04-27",
           "menciones": 13,
           "participacion_pct": 3.55
+        },
+        {
+          "date": "2026-05-04",
+          "menciones": 11,
+          "participacion_pct": 2.96
         }
       ]
     },
@@ -711,6 +815,11 @@
           "date": "2026-04-27",
           "menciones": 6,
           "participacion_pct": 1.64
+        },
+        {
+          "date": "2026-05-04",
+          "menciones": 6,
+          "participacion_pct": 1.62
         }
       ]
     }