Convierte cualquier DataFrame de pandas en un análisis en lenguaje natural
Project description
datanarrator 📊
datanarrator convierte cualquier DataFrame de pandas en un análisis en lenguaje natural. En lugar de leer tablas de números, obtienes texto interpretado con hallazgos, alertas y recomendaciones automáticas.
Instalación
pip install datanarrator
Uso rápido
import pandas as pd
from datanarrator import Narrator
df = pd.read_csv("datos.csv")
n = Narrator(df, lang="es")
print(n.describe())
Métodos disponibles
| Método | Descripción |
|---|---|
describe() |
Análisis completo en lenguaje natural |
executive_summary() |
Resumen ejecutivo de 2-3 oraciones |
alerts_only() |
Solo alertas y recomendaciones |
export(filepath) |
Exporta el análisis a .txt o .md |
compare(df2) |
Compara dos datasets y detecta data drift |
Ejemplo de output
n = Narrator(df, lang="es")
print(n.describe())
Comparar dos datasets
n = Narrator(df_train, lang="es")
print(n.compare(df_produccion))
Soporte multilenguaje
n_es = Narrator(df, lang="es") # Español
n_en = Narrator(df, lang="en") # English
Repositorio
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