Base de Datos de 500 Clientes - Supermercado

# Forzamos la carga de librerías
library(tidyverse)

## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
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## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
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## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

library(knitr)

# Generamos los datos
set.seed(123)
df_super <- data.frame(
  ID = 1:500,
  Gasto = round(runif(500, 15, 250), 2),
  Tipo_Cliente = sample(c("Nuevo", "Ocasional", "Frecuente"), 500, replace = TRUE, prob = c(0.2, 0.5, 0.3)),
  Metodo_Pago = sample(c("Efectivo", "Tarjeta", "Transferencia", "App Móvil"), 500, replace = TRUE)
)