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Convierte cualquier DataFrame de pandas en un análisis en lenguaje natural

Project description

datanarrator 📊

PyPI version Python 3.9+ License: MIT

Open In Colab

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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