Abarrotes

Analisis de abarrotes

# El dueño de todas las tiendas quiere clasificar sus clientes por número de visitas

library(cluster)
library(ggplot2)
library(data.table)
library(factoextra)

## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa

library(DataExplorer)

datos <- read.csv("C:\\Users\\lcbor\\Downloads\\abarrotes1.csv")

summary(datos)

##    Cliente          Ticket_Promedio      Visitas         
##  Length:4298        Min.   :   0.00   Min.   :    1.000  
##  Class :character   1st Qu.:  27.92   1st Qu.:    1.000  
##  Mode  :character   Median :  51.12   Median :    2.000  
##                     Mean   :  68.50   Mean   :    9.266  
##                     3rd Qu.:  88.32   3rd Qu.:    5.000  
##                     Max.   :3023.64   Max.   :21664.000

introduce(datos)

##   rows columns discrete_columns continuous_columns all_missing_columns
## 1 4298       3                1                  2                   0
##   total_missing_values complete_rows total_observations memory_usage
## 1                    0          4298              12894       328216

plot_intro(datos)

plot_missing(datos)

plot_correlation(datos)