Interpretacion

load_dataset.py

@@ -51,7 +51,7 @@ def analisis_univariado(dfi, target=None, continuas=[], discretas=[]):
                 var, "Continua", f"Normal  (p={p:.7f})",
                 f"mean: {mean1:.2f}, stdev: {std1:.2f}",
                 f"mean: {mean2:.2f}, stdev: {std2:.2f}",
-                f"t Student: p={t_pval:.3f}"
+                f"t Student: p={t_pval:.3f} " + ("Diferencia significativa" if t_pval < 0.05 else "Diferencia no significativa")
             ])
         else:
             # Distribución no normal: mediana, rango intercuartil, y test Mann-Whitney
@@ -62,7 +62,7 @@ def analisis_univariado(dfi, target=None, continuas=[], discretas=[]):
                 var, "Continua", f"No Normal (p={p:.7f})",
                 f"Mediana: {median1:.2f}, RIC: {iqr1:.2f}",
                 f"Mediana: {median2:.2f}, RIC: {iqr2:.2f}",
-                f"Mann-Whitney: p={mw_pval:.3f}"
+                f"Mann-Whitney: p={mw_pval:.3f}"  + ("Diferencia significativa" if mw_pval < 0.05 else "Diferencia no significativa")
             ])
 
     # Análisis de variables discretas