Proyecto de probabilidad
Juliana Cabiativa
2025-05-14
2. calcular las probabilidades conjuntas
En el presente análisis se han calculado las probabilidades conjuntas entre todas las variables categóricas contenidas en la base de datos relacionada con las tendencias de compras en línea. Las probabilidades conjuntas representan la frecuencia relativa con la que ocurren simultáneamente dos eventos, es decir, permiten conocer la probabilidad de que dos categorías específicas de diferentes variables se presenten al mismo tiempo en una observación.
Este enfoque resulta fundamental para comprender mejor las relaciones y patrones de comportamiento del consumidor, como por ejemplo: la probabilidad de que una persona de cierto género compre un tipo específico de producto, o cómo varía la preferencia de métodos de pago según la ubicación geográfica.
El análisis se ha limitado a variables cualitativas, aplicando tablas de contingencia y frecuencias relativas, sin recurrir al Teorema de Bayes, con el fin de mantener un enfoque directo y descriptivo. Estos cálculos permiten observar asociaciones potenciales entre atributos, facilitando futuras decisiones estratégicas en áreas como marketing, segmentación de mercado o personalización de ofertas.
# Cargar librerías necesarias
library(readxl)## Warning: package 'readxl' was built under R version 4.4.3library(dplyr)## Warning: package 'dplyr' was built under R version 4.4.3##
## Adjuntando el paquete: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union# Cargar base de datos
Base_de_datos_shopping_trends <- read_excel("C:/Users/Asus-PC/Desktop/Base de datos - shopping_trends.xlsx")
# Identificar columnas categóricas
categoricas <- names(Filter(function(col) is.character(col) || is.factor(col),
Base_de_datos_shopping_trends))
# Calcular y mostrar probabilidades conjuntas entre pares de variables categóricas
for (i in 1:(length(categoricas) - 1)) {
for (j in (i + 1):length(categoricas)) {
var1 <- categoricas[i]
var2 <- categoricas[j]
cat("\n======================================\n")
cat("Probabilidad conjunta P(", var1, ",", var2, ")\n")
# Tabla de contingencia conjunta
tabla_conjunta <- table(Base_de_datos_shopping_trends[[var1]],
Base_de_datos_shopping_trends[[var2]])
# Convertir a proporciones (probabilidades conjuntas)
prob_conjunta <- prop.table(tabla_conjunta)
# Mostrar
print(round(prob_conjunta, 4))
}
}##
## ======================================
## Probabilidad conjunta P( Gender , Item Purchased )
##
## Backpack Belt Blouse Boots Coat Dress Gloves Handbag Hat
## Female 0.0095 0.0141 0.0169 0.0128 0.0121 0.0133 0.0095 0.0149 0.0133
## Male 0.0272 0.0272 0.0269 0.0241 0.0292 0.0292 0.0264 0.0244 0.0262
##
## Hoodie Jacket Jeans Jewelry Pants Sandals Scarf Shirt Shoes
## Female 0.0131 0.0138 0.0074 0.0133 0.0123 0.0151 0.0115 0.0151 0.0123
## Male 0.0256 0.0279 0.0244 0.0305 0.0315 0.0259 0.0287 0.0282 0.0262
##
## Shorts Skirt Sneakers Socks Sunglasses Sweater T-shirt
## Female 0.0123 0.0126 0.0108 0.0149 0.0144 0.0128 0.0118
## Male 0.0279 0.0279 0.0264 0.0259 0.0269 0.0292 0.0259
##
## ======================================
## Probabilidad conjunta P( Gender , Category )
##
## Accessories Clothing Footwear Outerwear
## Female 0.1005 0.1426 0.0510 0.0259
## Male 0.2174 0.3028 0.1026 0.0572
##
## ======================================
## Probabilidad conjunta P( Gender , Location )
##
## Alabama Alaska Arizona Arkansas California Colorado Connecticut
## Female 0.0069 0.0062 0.0064 0.0064 0.0074 0.0067 0.0069
## Male 0.0159 0.0123 0.0103 0.0138 0.0169 0.0126 0.0131
##
## Delaware Florida Georgia Hawaii Idaho Illinois Indiana Iowa Kansas
## Female 0.0064 0.0051 0.0077 0.0036 0.0087 0.0077 0.0044 0.0044 0.0077
## Male 0.0156 0.0123 0.0126 0.0131 0.0151 0.0159 0.0159 0.0133 0.0085
##
## Kentucky Louisiana Maine Maryland Massachusetts Michigan Minnesota
## Female 0.0077 0.0069 0.0069 0.0072 0.0041 0.0062 0.0072
## Male 0.0126 0.0146 0.0128 0.0149 0.0144 0.0126 0.0154
##
## Mississippi Missouri Montana Nebraska Nevada New Hampshire New Jersey
## Female 0.0064 0.0046 0.0097 0.0074 0.0074 0.0054 0.0062
## Male 0.0141 0.0162 0.0149 0.0149 0.0149 0.0128 0.0110
##
## New Mexico New York North Carolina North Dakota Ohio Oklahoma Oregon
## Female 0.0051 0.0064 0.0059 0.0062 0.0072 0.0059 0.0054
## Male 0.0156 0.0159 0.0141 0.0151 0.0126 0.0133 0.0136
##
## Pennsylvania Rhode Island South Carolina South Dakota Tennessee Texas
## Female 0.0069 0.0059 0.0054 0.0056 0.0069 0.0085
## Male 0.0121 0.0103 0.0141 0.0123 0.0128 0.0113
##
## Utah Vermont Virginia Washington West Virginia Wisconsin Wyoming
## Female 0.0069 0.0059 0.0062 0.0064 0.0059 0.0064 0.0051
## Male 0.0113 0.0159 0.0136 0.0123 0.0149 0.0128 0.0131
##
## ======================================
## Probabilidad conjunta P( Gender , Size )
##
## L M S XL
## Female 0.0864 0.1513 0.0479 0.0344
## Male 0.1836 0.2987 0.1221 0.0756
##
## ======================================
## Probabilidad conjunta P( Gender , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray Green
## Female 0.0103 0.0138 0.0133 0.0118 0.0128 0.0121 0.0105 0.0136 0.0144
## Male 0.0274 0.0290 0.0256 0.0244 0.0264 0.0305 0.0249 0.0272 0.0290
##
## Indigo Lavender Magenta Maroon Olive Orange Peach Pink Purple
## Female 0.0115 0.0123 0.0146 0.0138 0.0151 0.0131 0.0123 0.0149 0.0108
## Male 0.0262 0.0254 0.0244 0.0267 0.0303 0.0264 0.0259 0.0244 0.0279
##
## Red Silver Teal Turquoise Violet White Yellow
## Female 0.0113 0.0133 0.0136 0.0103 0.0136 0.0115 0.0154
## Male 0.0267 0.0310 0.0305 0.0269 0.0290 0.0249 0.0292
##
## ======================================
## Probabilidad conjunta P( Gender , Season )
##
## Fall Spring Summer Winter
## Female 0.0841 0.0810 0.0764 0.0785
## Male 0.1659 0.1751 0.1685 0.1705
##
## ======================================
## Probabilidad conjunta P( Gender , Review Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4
## Female 0.0056 0.0136 0.0118 0.0133 0.0131 0.0128 0.0136 0.0131 0.0123 0.0156
## Male 0.0113 0.0272 0.0277 0.0215 0.0305 0.0287 0.0267 0.0259 0.0267 0.0310
##
## 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4
## Female 0.0131 0.0131 0.0095 0.0136 0.0123 0.0159 0.0110 0.0141 0.0133 0.0115
## Male 0.0269 0.0251 0.0305 0.0228 0.0295 0.0305 0.0269 0.0297 0.0244 0.0290
##
## 4.5 4.6 4.7 4.8 4.9 5.0
## Female 0.0105 0.0138 0.0105 0.0110 0.0154 0.0064
## Male 0.0251 0.0308 0.0274 0.0259 0.0272 0.0110
##
## ======================================
## Probabilidad conjunta P( Gender , Subscription Status )
##
## No Yes
## Female 0.32 0.00
## Male 0.41 0.27
##
## ======================================
## Probabilidad conjunta P( Gender , Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Female 0.0523 0.0505 0.0572 0.0531 0.0521 0.0549
## Male 0.1097 0.1156 0.1213 0.1092 0.1115 0.1126
##
## ======================================
## Probabilidad conjunta P( Gender , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Female 0.0531 0.0497 0.0638 0.0490 0.0546
## Male 0.1077 0.1159 0.1092 0.1172 0.1131
##
## Store Pickup
## Female 0.0497
## Male 0.1169
##
## ======================================
## Probabilidad conjunta P( Gender , Discount Applied )
##
## No Yes
## Female 0.32 0.00
## Male 0.25 0.43
##
## ======================================
## Probabilidad conjunta P( Gender , Promo Code Used )
##
## No Yes
## Female 0.32 0.00
## Male 0.25 0.43
##
## ======================================
## Probabilidad conjunta P( Gender , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Female 0.0521 0.0544 0.0572 0.0464 0.0567 0.0533
## Male 0.1049 0.1174 0.1149 0.1167 0.1169 0.1092
##
## ======================================
## Probabilidad conjunta P( Gender , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## Female 0.0474 0.0482 0.0477 0.0418 0.0474 0.0433 0.0441
## Male 0.0992 0.0921 0.1021 0.0972 0.0944 0.1010 0.0941
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Category )
##
## Accessories Clothing Footwear Outerwear
## Backpack 0.0367 0.0000 0.0000 0.0000
## Belt 0.0413 0.0000 0.0000 0.0000
## Blouse 0.0000 0.0438 0.0000 0.0000
## Boots 0.0000 0.0000 0.0369 0.0000
## Coat 0.0000 0.0000 0.0000 0.0413
## Dress 0.0000 0.0426 0.0000 0.0000
## Gloves 0.0359 0.0000 0.0000 0.0000
## Handbag 0.0392 0.0000 0.0000 0.0000
## Hat 0.0395 0.0000 0.0000 0.0000
## Hoodie 0.0000 0.0387 0.0000 0.0000
## Jacket 0.0000 0.0000 0.0000 0.0418
## Jeans 0.0000 0.0318 0.0000 0.0000
## Jewelry 0.0438 0.0000 0.0000 0.0000
## Pants 0.0000 0.0438 0.0000 0.0000
## Sandals 0.0000 0.0000 0.0410 0.0000
## Scarf 0.0403 0.0000 0.0000 0.0000
## Shirt 0.0000 0.0433 0.0000 0.0000
## Shoes 0.0000 0.0000 0.0385 0.0000
## Shorts 0.0000 0.0403 0.0000 0.0000
## Skirt 0.0000 0.0405 0.0000 0.0000
## Sneakers 0.0000 0.0000 0.0372 0.0000
## Socks 0.0000 0.0408 0.0000 0.0000
## Sunglasses 0.0413 0.0000 0.0000 0.0000
## Sweater 0.0000 0.0421 0.0000 0.0000
## T-shirt 0.0000 0.0377 0.0000 0.0000
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Location )
##
## Alabama Alaska Arizona Arkansas California Colorado Connecticut
## Backpack 0.0003 0.0013 0.0013 0.0008 0.0013 0.0013 0.0005
## Belt 0.0005 0.0010 0.0005 0.0010 0.0008 0.0005 0.0008
## Blouse 0.0010 0.0010 0.0008 0.0008 0.0005 0.0005 0.0013
## Boots 0.0008 0.0003 0.0000 0.0003 0.0010 0.0000 0.0010
## Coat 0.0015 0.0005 0.0008 0.0010 0.0008 0.0003 0.0015
## Dress 0.0013 0.0010 0.0010 0.0013 0.0018 0.0010 0.0010
## Gloves 0.0005 0.0008 0.0003 0.0015 0.0005 0.0010 0.0005
## Handbag 0.0008 0.0005 0.0008 0.0005 0.0010 0.0010 0.0015
## Hat 0.0008 0.0008 0.0003 0.0005 0.0008 0.0008 0.0003
## Hoodie 0.0008 0.0005 0.0008 0.0010 0.0008 0.0015 0.0005
## Jacket 0.0005 0.0005 0.0010 0.0005 0.0008 0.0015 0.0010
## Jeans 0.0010 0.0005 0.0005 0.0008 0.0018 0.0000 0.0003
## Jewelry 0.0021 0.0008 0.0008 0.0013 0.0013 0.0005 0.0013
## Pants 0.0013 0.0000 0.0005 0.0010 0.0013 0.0013 0.0010
## Sandals 0.0010 0.0008 0.0008 0.0010 0.0013 0.0005 0.0010
## Scarf 0.0008 0.0008 0.0005 0.0005 0.0010 0.0005 0.0010
## Shirt 0.0013 0.0010 0.0005 0.0013 0.0013 0.0010 0.0008
## Shoes 0.0015 0.0005 0.0003 0.0010 0.0000 0.0010 0.0010
## Shorts 0.0008 0.0008 0.0005 0.0008 0.0015 0.0003 0.0010
## Skirt 0.0015 0.0008 0.0010 0.0005 0.0010 0.0013 0.0010
## Sneakers 0.0005 0.0008 0.0005 0.0003 0.0005 0.0015 0.0000
## Socks 0.0005 0.0010 0.0008 0.0005 0.0003 0.0000 0.0005
## Sunglasses 0.0008 0.0008 0.0008 0.0005 0.0013 0.0005 0.0003
## Sweater 0.0005 0.0008 0.0013 0.0010 0.0010 0.0008 0.0000
## T-shirt 0.0005 0.0010 0.0005 0.0005 0.0008 0.0005 0.0008
##
## Delaware Florida Georgia Hawaii Idaho Illinois Indiana Iowa
## Backpack 0.0008 0.0003 0.0010 0.0003 0.0010 0.0005 0.0005 0.0005
## Belt 0.0010 0.0003 0.0003 0.0008 0.0021 0.0013 0.0013 0.0015
## Blouse 0.0013 0.0003 0.0018 0.0013 0.0013 0.0010 0.0008 0.0005
## Boots 0.0005 0.0005 0.0003 0.0005 0.0008 0.0010 0.0008 0.0008
## Coat 0.0005 0.0015 0.0003 0.0008 0.0021 0.0003 0.0008 0.0008
## Dress 0.0013 0.0005 0.0021 0.0003 0.0005 0.0008 0.0000 0.0005
## Gloves 0.0013 0.0015 0.0003 0.0003 0.0010 0.0010 0.0008 0.0008
## Handbag 0.0005 0.0005 0.0003 0.0015 0.0005 0.0013 0.0003 0.0005
## Hat 0.0013 0.0015 0.0005 0.0010 0.0008 0.0005 0.0010 0.0013
## Hoodie 0.0008 0.0010 0.0005 0.0010 0.0013 0.0005 0.0003 0.0000
## Jacket 0.0003 0.0008 0.0000 0.0013 0.0005 0.0018 0.0010 0.0015
## Jeans 0.0008 0.0005 0.0003 0.0005 0.0005 0.0010 0.0010 0.0005
## Jewelry 0.0008 0.0005 0.0015 0.0005 0.0008 0.0010 0.0010 0.0008
## Pants 0.0018 0.0005 0.0013 0.0008 0.0010 0.0010 0.0008 0.0003
## Sandals 0.0013 0.0003 0.0008 0.0003 0.0005 0.0005 0.0010 0.0010
## Scarf 0.0010 0.0005 0.0013 0.0000 0.0005 0.0013 0.0010 0.0003
## Shirt 0.0008 0.0008 0.0008 0.0008 0.0010 0.0026 0.0008 0.0003
## Shoes 0.0013 0.0003 0.0013 0.0008 0.0008 0.0005 0.0005 0.0010
## Shorts 0.0005 0.0005 0.0005 0.0005 0.0013 0.0010 0.0008 0.0010
## Skirt 0.0005 0.0015 0.0005 0.0008 0.0010 0.0005 0.0015 0.0003
## Sneakers 0.0005 0.0010 0.0013 0.0008 0.0010 0.0008 0.0003 0.0008
## Socks 0.0013 0.0005 0.0018 0.0003 0.0005 0.0010 0.0013 0.0003
## Sunglasses 0.0005 0.0003 0.0008 0.0005 0.0008 0.0000 0.0005 0.0003
## Sweater 0.0008 0.0008 0.0005 0.0008 0.0013 0.0018 0.0013 0.0018
## T-shirt 0.0008 0.0008 0.0005 0.0005 0.0010 0.0005 0.0010 0.0005
##
## Kansas Kentucky Louisiana Maine Maryland Massachusetts Michigan
## Backpack 0.0003 0.0010 0.0013 0.0000 0.0003 0.0010 0.0010
## Belt 0.0005 0.0008 0.0013 0.0003 0.0013 0.0005 0.0010
## Blouse 0.0015 0.0008 0.0005 0.0010 0.0010 0.0005 0.0008
## Boots 0.0013 0.0005 0.0003 0.0013 0.0008 0.0015 0.0005
## Coat 0.0008 0.0015 0.0003 0.0008 0.0008 0.0010 0.0003
## Dress 0.0005 0.0008 0.0008 0.0003 0.0010 0.0015 0.0010
## Gloves 0.0003 0.0008 0.0003 0.0005 0.0010 0.0005 0.0000
## Handbag 0.0000 0.0018 0.0008 0.0008 0.0008 0.0008 0.0005
## Hat 0.0008 0.0010 0.0005 0.0008 0.0003 0.0005 0.0003
## Hoodie 0.0005 0.0000 0.0021 0.0003 0.0008 0.0003 0.0005
## Jacket 0.0008 0.0010 0.0003 0.0010 0.0013 0.0005 0.0018
## Jeans 0.0000 0.0005 0.0008 0.0008 0.0008 0.0010 0.0005
## Jewelry 0.0013 0.0015 0.0018 0.0005 0.0008 0.0003 0.0003
## Pants 0.0008 0.0008 0.0013 0.0010 0.0003 0.0008 0.0010
## Sandals 0.0015 0.0005 0.0010 0.0005 0.0015 0.0010 0.0023
## Scarf 0.0005 0.0013 0.0003 0.0010 0.0013 0.0003 0.0003
## Shirt 0.0008 0.0015 0.0015 0.0005 0.0003 0.0010 0.0013
## Shoes 0.0000 0.0003 0.0008 0.0018 0.0008 0.0008 0.0003
## Shorts 0.0008 0.0008 0.0005 0.0008 0.0003 0.0005 0.0005
## Skirt 0.0000 0.0005 0.0005 0.0005 0.0018 0.0005 0.0008
## Sneakers 0.0008 0.0000 0.0008 0.0008 0.0013 0.0003 0.0008
## Socks 0.0008 0.0003 0.0008 0.0015 0.0010 0.0010 0.0000
## Sunglasses 0.0008 0.0005 0.0008 0.0010 0.0013 0.0008 0.0015
## Sweater 0.0000 0.0018 0.0013 0.0015 0.0005 0.0005 0.0008
## T-shirt 0.0010 0.0000 0.0013 0.0005 0.0010 0.0010 0.0008
##
## Minnesota Mississippi Missouri Montana Nebraska Nevada
## Backpack 0.0008 0.0008 0.0003 0.0013 0.0021 0.0026
## Belt 0.0003 0.0010 0.0008 0.0010 0.0010 0.0018
## Blouse 0.0010 0.0015 0.0003 0.0005 0.0003 0.0008
## Boots 0.0003 0.0008 0.0008 0.0010 0.0013 0.0010
## Coat 0.0005 0.0010 0.0005 0.0021 0.0008 0.0005
## Dress 0.0010 0.0013 0.0003 0.0008 0.0008 0.0008
## Gloves 0.0008 0.0000 0.0005 0.0010 0.0010 0.0005
## Handbag 0.0013 0.0018 0.0008 0.0015 0.0010 0.0008
## Hat 0.0013 0.0010 0.0005 0.0005 0.0010 0.0003
## Hoodie 0.0008 0.0005 0.0005 0.0008 0.0005 0.0010
## Jacket 0.0005 0.0005 0.0008 0.0008 0.0003 0.0008
## Jeans 0.0003 0.0005 0.0013 0.0015 0.0008 0.0005
## Jewelry 0.0008 0.0018 0.0013 0.0005 0.0015 0.0013
## Pants 0.0005 0.0005 0.0010 0.0010 0.0013 0.0008
## Sandals 0.0015 0.0005 0.0003 0.0010 0.0015 0.0003
## Scarf 0.0000 0.0008 0.0013 0.0008 0.0008 0.0000
## Shirt 0.0015 0.0010 0.0010 0.0010 0.0010 0.0005
## Shoes 0.0010 0.0000 0.0005 0.0005 0.0013 0.0010
## Shorts 0.0010 0.0013 0.0013 0.0010 0.0008 0.0013
## Skirt 0.0028 0.0005 0.0010 0.0005 0.0005 0.0008
## Sneakers 0.0015 0.0010 0.0015 0.0005 0.0000 0.0008
## Socks 0.0005 0.0003 0.0008 0.0015 0.0008 0.0018
## Sunglasses 0.0013 0.0010 0.0015 0.0005 0.0010 0.0010
## Sweater 0.0003 0.0005 0.0008 0.0018 0.0008 0.0010
## T-shirt 0.0010 0.0005 0.0013 0.0010 0.0003 0.0005
##
## New Hampshire New Jersey New Mexico New York North Carolina
## Backpack 0.0010 0.0005 0.0008 0.0008 0.0005
## Belt 0.0005 0.0018 0.0013 0.0008 0.0005
## Blouse 0.0018 0.0008 0.0005 0.0013 0.0005
## Boots 0.0010 0.0003 0.0003 0.0005 0.0008
## Coat 0.0013 0.0005 0.0010 0.0010 0.0003
## Dress 0.0008 0.0000 0.0000 0.0010 0.0005
## Gloves 0.0008 0.0008 0.0000 0.0015 0.0015
## Handbag 0.0008 0.0003 0.0005 0.0010 0.0010
## Hat 0.0013 0.0005 0.0010 0.0005 0.0005
## Hoodie 0.0010 0.0010 0.0015 0.0005 0.0010
## Jacket 0.0005 0.0010 0.0013 0.0013 0.0010
## Jeans 0.0005 0.0000 0.0003 0.0010 0.0003
## Jewelry 0.0010 0.0000 0.0010 0.0010 0.0008
## Pants 0.0003 0.0010 0.0010 0.0000 0.0010
## Sandals 0.0003 0.0005 0.0013 0.0010 0.0013
## Scarf 0.0010 0.0015 0.0013 0.0008 0.0008
## Shirt 0.0008 0.0003 0.0008 0.0010 0.0008
## Shoes 0.0003 0.0010 0.0013 0.0015 0.0003
## Shorts 0.0000 0.0010 0.0003 0.0013 0.0010
## Skirt 0.0003 0.0005 0.0005 0.0005 0.0005
## Sneakers 0.0003 0.0008 0.0008 0.0003 0.0010
## Socks 0.0005 0.0010 0.0010 0.0008 0.0008
## Sunglasses 0.0010 0.0013 0.0015 0.0010 0.0008
## Sweater 0.0005 0.0008 0.0008 0.0008 0.0013
## T-shirt 0.0008 0.0000 0.0008 0.0010 0.0013
##
## North Dakota Ohio Oklahoma Oregon Pennsylvania Rhode Island
## Backpack 0.0003 0.0003 0.0003 0.0003 0.0003 0.0005
## Belt 0.0013 0.0003 0.0005 0.0013 0.0005 0.0008
## Blouse 0.0013 0.0008 0.0003 0.0013 0.0008 0.0005
## Boots 0.0010 0.0013 0.0010 0.0008 0.0010 0.0008
## Coat 0.0015 0.0005 0.0005 0.0008 0.0010 0.0003
## Dress 0.0008 0.0008 0.0005 0.0008 0.0013 0.0015
## Gloves 0.0003 0.0010 0.0000 0.0003 0.0008 0.0008
## Handbag 0.0008 0.0008 0.0008 0.0000 0.0003 0.0005
## Hat 0.0008 0.0005 0.0010 0.0005 0.0013 0.0003
## Hoodie 0.0008 0.0008 0.0015 0.0003 0.0008 0.0005
## Jacket 0.0021 0.0003 0.0021 0.0008 0.0000 0.0003
## Jeans 0.0010 0.0003 0.0005 0.0010 0.0003 0.0005
## Jewelry 0.0005 0.0013 0.0005 0.0005 0.0005 0.0010
## Pants 0.0008 0.0010 0.0013 0.0005 0.0008 0.0013
## Sandals 0.0005 0.0015 0.0003 0.0008 0.0003 0.0010
## Scarf 0.0010 0.0013 0.0005 0.0010 0.0015 0.0003
## Shirt 0.0003 0.0000 0.0010 0.0015 0.0008 0.0008
## Shoes 0.0010 0.0008 0.0008 0.0005 0.0005 0.0003
## Shorts 0.0005 0.0003 0.0015 0.0003 0.0005 0.0013
## Skirt 0.0003 0.0015 0.0005 0.0008 0.0013 0.0008
## Sneakers 0.0003 0.0010 0.0003 0.0013 0.0010 0.0003
## Socks 0.0013 0.0013 0.0013 0.0015 0.0010 0.0005
## Sunglasses 0.0013 0.0003 0.0010 0.0008 0.0010 0.0003
## Sweater 0.0013 0.0008 0.0003 0.0005 0.0010 0.0010
## T-shirt 0.0005 0.0013 0.0010 0.0010 0.0005 0.0003
##
## South Carolina South Dakota Tennessee Texas Utah Vermont
## Backpack 0.0005 0.0013 0.0003 0.0008 0.0000 0.0005
## Belt 0.0008 0.0005 0.0008 0.0005 0.0003 0.0010
## Blouse 0.0010 0.0008 0.0003 0.0008 0.0008 0.0005
## Boots 0.0013 0.0008 0.0010 0.0005 0.0010 0.0003
## Coat 0.0008 0.0010 0.0005 0.0008 0.0003 0.0008
## Dress 0.0010 0.0010 0.0010 0.0013 0.0013 0.0005
## Gloves 0.0008 0.0008 0.0013 0.0008 0.0005 0.0003
## Handbag 0.0003 0.0000 0.0008 0.0013 0.0013 0.0003
## Hat 0.0015 0.0005 0.0013 0.0015 0.0010 0.0005
## Hoodie 0.0015 0.0003 0.0008 0.0010 0.0003 0.0008
## Jacket 0.0008 0.0010 0.0008 0.0008 0.0010 0.0010
## Jeans 0.0005 0.0010 0.0005 0.0005 0.0005 0.0005
## Jewelry 0.0005 0.0013 0.0005 0.0000 0.0008 0.0015
## Pants 0.0013 0.0005 0.0010 0.0005 0.0013 0.0021
## Sandals 0.0003 0.0008 0.0005 0.0005 0.0003 0.0005
## Scarf 0.0010 0.0013 0.0015 0.0008 0.0008 0.0003
## Shirt 0.0010 0.0000 0.0003 0.0010 0.0003 0.0008
## Shoes 0.0013 0.0000 0.0005 0.0021 0.0008 0.0013
## Shorts 0.0003 0.0008 0.0008 0.0000 0.0026 0.0013
## Skirt 0.0005 0.0008 0.0015 0.0003 0.0000 0.0005
## Sneakers 0.0003 0.0008 0.0008 0.0008 0.0010 0.0018
## Socks 0.0008 0.0013 0.0008 0.0003 0.0008 0.0010
## Sunglasses 0.0003 0.0008 0.0005 0.0013 0.0008 0.0008
## Sweater 0.0010 0.0003 0.0008 0.0010 0.0003 0.0018
## T-shirt 0.0003 0.0005 0.0010 0.0008 0.0005 0.0013
##
## Virginia Washington West Virginia Wisconsin Wyoming
## Backpack 0.0013 0.0008 0.0005 0.0003 0.0010
## Belt 0.0003 0.0008 0.0003 0.0010 0.0005
## Blouse 0.0008 0.0008 0.0010 0.0018 0.0010
## Boots 0.0010 0.0008 0.0010 0.0005 0.0003
## Coat 0.0003 0.0008 0.0021 0.0000 0.0013
## Dress 0.0005 0.0015 0.0003 0.0005 0.0005
## Gloves 0.0010 0.0010 0.0010 0.0005 0.0010
## Handbag 0.0008 0.0008 0.0018 0.0008 0.0005
## Hat 0.0008 0.0005 0.0010 0.0010 0.0008
## Hoodie 0.0010 0.0003 0.0013 0.0010 0.0010
## Jacket 0.0008 0.0005 0.0003 0.0008 0.0003
## Jeans 0.0005 0.0005 0.0008 0.0008 0.0008
## Jewelry 0.0005 0.0010 0.0005 0.0005 0.0000
## Pants 0.0005 0.0008 0.0005 0.0008 0.0008
## Sandals 0.0005 0.0008 0.0013 0.0008 0.0005
## Scarf 0.0008 0.0008 0.0008 0.0010 0.0008
## Shirt 0.0010 0.0008 0.0005 0.0003 0.0015
## Shoes 0.0013 0.0003 0.0005 0.0010 0.0005
## Shorts 0.0015 0.0005 0.0010 0.0008 0.0003
## Skirt 0.0013 0.0010 0.0008 0.0010 0.0008
## Sneakers 0.0008 0.0008 0.0003 0.0008 0.0015
## Socks 0.0008 0.0018 0.0000 0.0005 0.0003
## Sunglasses 0.0008 0.0003 0.0021 0.0008 0.0013
## Sweater 0.0005 0.0003 0.0003 0.0005 0.0005
## T-shirt 0.0005 0.0008 0.0010 0.0015 0.0005
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Size )
##
## L M S XL
## Backpack 0.0090 0.0195 0.0046 0.0036
## Belt 0.0100 0.0169 0.0095 0.0049
## Blouse 0.0118 0.0192 0.0074 0.0054
## Boots 0.0103 0.0179 0.0054 0.0033
## Coat 0.0115 0.0169 0.0092 0.0036
## Dress 0.0121 0.0197 0.0069 0.0038
## Gloves 0.0090 0.0169 0.0056 0.0044
## Handbag 0.0087 0.0185 0.0074 0.0046
## Hat 0.0105 0.0172 0.0059 0.0059
## Hoodie 0.0103 0.0174 0.0067 0.0044
## Jacket 0.0123 0.0210 0.0051 0.0033
## Jeans 0.0100 0.0105 0.0067 0.0046
## Jewelry 0.0100 0.0197 0.0095 0.0046
## Pants 0.0118 0.0205 0.0064 0.0051
## Sandals 0.0100 0.0192 0.0074 0.0044
## Scarf 0.0115 0.0167 0.0072 0.0049
## Shirt 0.0105 0.0221 0.0051 0.0056
## Shoes 0.0121 0.0169 0.0056 0.0038
## Shorts 0.0118 0.0172 0.0069 0.0044
## Skirt 0.0136 0.0172 0.0069 0.0028
## Sneakers 0.0118 0.0144 0.0054 0.0056
## Socks 0.0103 0.0190 0.0067 0.0049
## Sunglasses 0.0100 0.0187 0.0092 0.0033
## Sweater 0.0108 0.0197 0.0069 0.0046
## T-shirt 0.0105 0.0169 0.0062 0.0041
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray Green
## Backpack 0.0010 0.0028 0.0018 0.0010 0.0008 0.0018 0.0018 0.0023 0.0021
## Belt 0.0013 0.0008 0.0031 0.0010 0.0026 0.0018 0.0015 0.0018 0.0023
## Blouse 0.0023 0.0010 0.0013 0.0021 0.0023 0.0013 0.0010 0.0021 0.0023
## Boots 0.0008 0.0008 0.0015 0.0018 0.0008 0.0018 0.0008 0.0015 0.0015
## Coat 0.0021 0.0021 0.0021 0.0015 0.0013 0.0021 0.0013 0.0021 0.0021
## Dress 0.0015 0.0021 0.0013 0.0010 0.0031 0.0028 0.0023 0.0015 0.0023
## Gloves 0.0013 0.0010 0.0015 0.0005 0.0018 0.0026 0.0015 0.0013 0.0018
## Handbag 0.0021 0.0015 0.0018 0.0018 0.0031 0.0018 0.0015 0.0026 0.0015
## Hat 0.0021 0.0010 0.0015 0.0026 0.0018 0.0010 0.0005 0.0010 0.0015
## Hoodie 0.0013 0.0013 0.0008 0.0021 0.0021 0.0015 0.0021 0.0010 0.0028
## Jacket 0.0015 0.0005 0.0028 0.0015 0.0013 0.0021 0.0015 0.0018 0.0015
## Jeans 0.0010 0.0005 0.0013 0.0013 0.0013 0.0005 0.0008 0.0008 0.0013
## Jewelry 0.0010 0.0018 0.0013 0.0021 0.0010 0.0013 0.0010 0.0036 0.0010
## Pants 0.0010 0.0023 0.0010 0.0005 0.0031 0.0031 0.0015 0.0010 0.0015
## Sandals 0.0028 0.0018 0.0028 0.0015 0.0010 0.0018 0.0008 0.0018 0.0013
## Scarf 0.0010 0.0015 0.0026 0.0010 0.0015 0.0003 0.0018 0.0010 0.0023
## Shirt 0.0015 0.0023 0.0013 0.0015 0.0010 0.0015 0.0018 0.0015 0.0018
## Shoes 0.0008 0.0015 0.0015 0.0018 0.0010 0.0010 0.0028 0.0013 0.0021
## Shorts 0.0015 0.0023 0.0013 0.0021 0.0010 0.0026 0.0018 0.0018 0.0018
## Skirt 0.0015 0.0038 0.0008 0.0013 0.0010 0.0015 0.0013 0.0018 0.0015
## Sneakers 0.0018 0.0023 0.0005 0.0010 0.0010 0.0023 0.0018 0.0013 0.0013
## Socks 0.0023 0.0026 0.0010 0.0013 0.0013 0.0008 0.0013 0.0008 0.0015
## Sunglasses 0.0015 0.0026 0.0015 0.0013 0.0015 0.0015 0.0008 0.0015 0.0010
## Sweater 0.0021 0.0013 0.0013 0.0015 0.0013 0.0031 0.0013 0.0018 0.0015
## T-shirt 0.0005 0.0013 0.0013 0.0010 0.0013 0.0008 0.0008 0.0018 0.0015
##
## Indigo Lavender Magenta Maroon Olive Orange Peach Pink Purple
## Backpack 0.0013 0.0013 0.0013 0.0010 0.0028 0.0015 0.0015 0.0010 0.0008
## Belt 0.0018 0.0021 0.0013 0.0026 0.0026 0.0013 0.0015 0.0015 0.0013
## Blouse 0.0013 0.0023 0.0023 0.0015 0.0008 0.0010 0.0018 0.0021 0.0023
## Boots 0.0018 0.0015 0.0018 0.0015 0.0021 0.0013 0.0008 0.0018 0.0015
## Coat 0.0010 0.0021 0.0015 0.0003 0.0026 0.0005 0.0013 0.0013 0.0010
## Dress 0.0013 0.0015 0.0008 0.0015 0.0021 0.0021 0.0015 0.0008 0.0018
## Gloves 0.0015 0.0003 0.0023 0.0008 0.0005 0.0013 0.0021 0.0010 0.0010
## Handbag 0.0008 0.0015 0.0015 0.0008 0.0013 0.0015 0.0010 0.0010 0.0018
## Hat 0.0015 0.0010 0.0023 0.0015 0.0015 0.0010 0.0026 0.0013 0.0018
## Hoodie 0.0013 0.0005 0.0015 0.0013 0.0018 0.0015 0.0010 0.0033 0.0018
## Jacket 0.0018 0.0021 0.0018 0.0018 0.0023 0.0015 0.0008 0.0021 0.0021
## Jeans 0.0013 0.0013 0.0018 0.0013 0.0010 0.0015 0.0008 0.0015 0.0010
## Jewelry 0.0033 0.0018 0.0021 0.0021 0.0023 0.0013 0.0028 0.0008 0.0008
## Pants 0.0023 0.0013 0.0010 0.0015 0.0005 0.0023 0.0015 0.0015 0.0018
## Sandals 0.0008 0.0023 0.0005 0.0010 0.0013 0.0026 0.0010 0.0013 0.0031
## Scarf 0.0015 0.0015 0.0023 0.0005 0.0028 0.0021 0.0026 0.0018 0.0008
## Shirt 0.0013 0.0015 0.0015 0.0026 0.0013 0.0026 0.0018 0.0013 0.0013
## Shoes 0.0008 0.0015 0.0010 0.0031 0.0026 0.0008 0.0013 0.0018 0.0013
## Shorts 0.0008 0.0010 0.0013 0.0018 0.0018 0.0013 0.0015 0.0015 0.0015
## Skirt 0.0010 0.0015 0.0010 0.0021 0.0013 0.0018 0.0023 0.0018 0.0013
## Sneakers 0.0031 0.0003 0.0023 0.0010 0.0021 0.0015 0.0015 0.0023 0.0010
## Socks 0.0023 0.0018 0.0013 0.0023 0.0018 0.0008 0.0023 0.0023 0.0023
## Sunglasses 0.0015 0.0031 0.0018 0.0013 0.0031 0.0013 0.0008 0.0015 0.0021
## Sweater 0.0005 0.0008 0.0008 0.0031 0.0018 0.0028 0.0015 0.0010 0.0015
## T-shirt 0.0018 0.0018 0.0018 0.0023 0.0015 0.0023 0.0005 0.0015 0.0018
##
## Red Silver Teal Turquoise Violet White Yellow
## Backpack 0.0018 0.0015 0.0003 0.0010 0.0015 0.0010 0.0015
## Belt 0.0015 0.0023 0.0018 0.0013 0.0005 0.0003 0.0015
## Blouse 0.0015 0.0023 0.0015 0.0015 0.0031 0.0015 0.0013
## Boots 0.0010 0.0015 0.0023 0.0003 0.0031 0.0008 0.0026
## Coat 0.0010 0.0026 0.0018 0.0013 0.0026 0.0023 0.0018
## Dress 0.0015 0.0015 0.0028 0.0010 0.0010 0.0013 0.0021
## Gloves 0.0015 0.0023 0.0013 0.0026 0.0021 0.0008 0.0013
## Handbag 0.0018 0.0010 0.0008 0.0021 0.0008 0.0010 0.0028
## Hat 0.0018 0.0015 0.0028 0.0015 0.0010 0.0013 0.0018
## Hoodie 0.0013 0.0023 0.0010 0.0010 0.0010 0.0021 0.0010
## Jacket 0.0015 0.0010 0.0018 0.0021 0.0015 0.0015 0.0015
## Jeans 0.0010 0.0023 0.0026 0.0015 0.0018 0.0008 0.0015
## Jewelry 0.0028 0.0015 0.0023 0.0008 0.0010 0.0018 0.0023
## Pants 0.0018 0.0021 0.0026 0.0031 0.0015 0.0013 0.0026
## Sandals 0.0013 0.0021 0.0026 0.0015 0.0018 0.0005 0.0018
## Scarf 0.0005 0.0018 0.0010 0.0013 0.0031 0.0021 0.0015
## Shirt 0.0013 0.0026 0.0026 0.0021 0.0023 0.0018 0.0013
## Shoes 0.0010 0.0015 0.0010 0.0018 0.0015 0.0023 0.0013
## Shorts 0.0013 0.0005 0.0021 0.0015 0.0018 0.0010 0.0033
## Skirt 0.0021 0.0010 0.0031 0.0008 0.0015 0.0023 0.0010
## Sneakers 0.0008 0.0021 0.0010 0.0008 0.0013 0.0008 0.0021
## Socks 0.0026 0.0026 0.0005 0.0005 0.0018 0.0015 0.0013
## Sunglasses 0.0021 0.0010 0.0018 0.0023 0.0005 0.0023 0.0015
## Sweater 0.0013 0.0015 0.0026 0.0023 0.0015 0.0021 0.0018
## T-shirt 0.0018 0.0018 0.0003 0.0013 0.0028 0.0021 0.0021
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Season )
##
## Fall Spring Summer Winter
## Backpack 0.0087 0.0100 0.0115 0.0064
## Belt 0.0105 0.0105 0.0100 0.0103
## Blouse 0.0108 0.0118 0.0110 0.0103
## Boots 0.0090 0.0103 0.0097 0.0079
## Coat 0.0087 0.0118 0.0108 0.0100
## Dress 0.0092 0.0110 0.0121 0.0103
## Gloves 0.0095 0.0108 0.0074 0.0082
## Handbag 0.0123 0.0092 0.0090 0.0087
## Hat 0.0128 0.0069 0.0095 0.0103
## Hoodie 0.0092 0.0092 0.0079 0.0123
## Jacket 0.0138 0.0090 0.0085 0.0105
## Jeans 0.0082 0.0082 0.0079 0.0074
## Jewelry 0.0090 0.0108 0.0121 0.0121
## Pants 0.0097 0.0082 0.0128 0.0131
## Sandals 0.0113 0.0113 0.0103 0.0082
## Scarf 0.0103 0.0105 0.0110 0.0085
## Shirt 0.0100 0.0108 0.0097 0.0128
## Shoes 0.0067 0.0103 0.0118 0.0097
## Shorts 0.0090 0.0121 0.0103 0.0090
## Skirt 0.0118 0.0118 0.0072 0.0097
## Sneakers 0.0079 0.0100 0.0092 0.0100
## Socks 0.0108 0.0103 0.0108 0.0090
## Sunglasses 0.0100 0.0085 0.0095 0.0133
## Sweater 0.0108 0.0133 0.0072 0.0108
## T-shirt 0.0100 0.0097 0.0077 0.0103
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Review Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3
## Backpack 0.0003 0.0013 0.0010 0.0010 0.0018 0.0018 0.0021 0.0010 0.0015
## Belt 0.0013 0.0018 0.0008 0.0015 0.0013 0.0023 0.0015 0.0021 0.0021
## Blouse 0.0000 0.0026 0.0021 0.0013 0.0013 0.0036 0.0028 0.0015 0.0028
## Boots 0.0008 0.0018 0.0018 0.0005 0.0008 0.0026 0.0010 0.0013 0.0010
## Coat 0.0005 0.0021 0.0021 0.0021 0.0023 0.0005 0.0015 0.0018 0.0005
## Dress 0.0005 0.0008 0.0015 0.0013 0.0021 0.0018 0.0018 0.0018 0.0026
## Gloves 0.0013 0.0010 0.0008 0.0018 0.0013 0.0005 0.0003 0.0008 0.0010
## Handbag 0.0008 0.0018 0.0015 0.0010 0.0021 0.0015 0.0010 0.0008 0.0018
## Hat 0.0003 0.0010 0.0008 0.0005 0.0015 0.0018 0.0028 0.0015 0.0015
## Hoodie 0.0008 0.0015 0.0021 0.0015 0.0013 0.0021 0.0026 0.0013 0.0010
## Jacket 0.0013 0.0008 0.0010 0.0018 0.0021 0.0013 0.0023 0.0015 0.0026
## Jeans 0.0005 0.0018 0.0023 0.0015 0.0010 0.0008 0.0015 0.0010 0.0018
## Jewelry 0.0008 0.0018 0.0015 0.0023 0.0008 0.0023 0.0021 0.0015 0.0015
## Pants 0.0005 0.0021 0.0013 0.0026 0.0023 0.0013 0.0015 0.0018 0.0033
## Sandals 0.0005 0.0018 0.0028 0.0008 0.0021 0.0003 0.0008 0.0015 0.0018
## Scarf 0.0005 0.0021 0.0023 0.0018 0.0018 0.0008 0.0015 0.0031 0.0013
## Shirt 0.0010 0.0021 0.0021 0.0018 0.0031 0.0031 0.0013 0.0010 0.0015
## Shoes 0.0003 0.0026 0.0008 0.0005 0.0015 0.0015 0.0021 0.0026 0.0018
## Shorts 0.0005 0.0013 0.0036 0.0018 0.0013 0.0018 0.0015 0.0008 0.0008
## Skirt 0.0010 0.0010 0.0008 0.0026 0.0013 0.0008 0.0018 0.0015 0.0010
## Sneakers 0.0010 0.0008 0.0010 0.0005 0.0026 0.0021 0.0008 0.0015 0.0010
## Socks 0.0008 0.0013 0.0013 0.0008 0.0031 0.0018 0.0013 0.0018 0.0015
## Sunglasses 0.0005 0.0015 0.0018 0.0013 0.0018 0.0023 0.0015 0.0018 0.0010
## Sweater 0.0008 0.0028 0.0013 0.0013 0.0018 0.0021 0.0010 0.0023 0.0003
## T-shirt 0.0005 0.0015 0.0013 0.0010 0.0015 0.0010 0.0018 0.0013 0.0018
##
## 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2
## Backpack 0.0026 0.0023 0.0015 0.0010 0.0010 0.0015 0.0015 0.0008 0.0023
## Belt 0.0023 0.0013 0.0018 0.0008 0.0013 0.0013 0.0018 0.0018 0.0010
## Blouse 0.0013 0.0015 0.0008 0.0015 0.0015 0.0018 0.0046 0.0005 0.0021
## Boots 0.0013 0.0005 0.0021 0.0010 0.0015 0.0013 0.0023 0.0026 0.0026
## Coat 0.0008 0.0018 0.0015 0.0023 0.0010 0.0031 0.0018 0.0028 0.0015
## Dress 0.0026 0.0013 0.0026 0.0033 0.0013 0.0010 0.0005 0.0013 0.0023
## Gloves 0.0018 0.0003 0.0021 0.0015 0.0015 0.0028 0.0008 0.0023 0.0013
## Handbag 0.0013 0.0018 0.0018 0.0023 0.0021 0.0008 0.0013 0.0015 0.0013
## Hat 0.0021 0.0023 0.0008 0.0008 0.0018 0.0018 0.0038 0.0013 0.0008
## Hoodie 0.0026 0.0010 0.0005 0.0023 0.0015 0.0010 0.0010 0.0018 0.0021
## Jacket 0.0010 0.0018 0.0018 0.0018 0.0010 0.0010 0.0021 0.0003 0.0028
## Jeans 0.0021 0.0008 0.0008 0.0013 0.0015 0.0013 0.0018 0.0015 0.0008
## Jewelry 0.0028 0.0015 0.0015 0.0008 0.0015 0.0021 0.0013 0.0015 0.0021
## Pants 0.0015 0.0015 0.0015 0.0013 0.0026 0.0015 0.0021 0.0015 0.0013
## Sandals 0.0013 0.0018 0.0010 0.0013 0.0018 0.0010 0.0023 0.0018 0.0013
## Scarf 0.0018 0.0015 0.0021 0.0013 0.0015 0.0008 0.0021 0.0013 0.0010
## Shirt 0.0028 0.0023 0.0015 0.0021 0.0010 0.0018 0.0005 0.0021 0.0031
## Shoes 0.0013 0.0010 0.0010 0.0026 0.0013 0.0021 0.0018 0.0021 0.0010
## Shorts 0.0015 0.0021 0.0031 0.0018 0.0010 0.0013 0.0023 0.0010 0.0013
## Skirt 0.0018 0.0013 0.0026 0.0015 0.0010 0.0031 0.0015 0.0021 0.0023
## Sneakers 0.0026 0.0010 0.0008 0.0015 0.0021 0.0026 0.0021 0.0018 0.0026
## Socks 0.0026 0.0018 0.0015 0.0013 0.0010 0.0018 0.0013 0.0008 0.0031
## Sunglasses 0.0018 0.0038 0.0018 0.0010 0.0010 0.0013 0.0021 0.0008 0.0013
## Sweater 0.0013 0.0013 0.0013 0.0023 0.0021 0.0023 0.0023 0.0008 0.0010
## T-shirt 0.0021 0.0023 0.0005 0.0013 0.0013 0.0015 0.0015 0.0021 0.0018
##
## 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0
## Backpack 0.0008 0.0008 0.0021 0.0013 0.0023 0.0013 0.0015 0.0003
## Belt 0.0021 0.0013 0.0013 0.0028 0.0003 0.0023 0.0023 0.0010
## Blouse 0.0010 0.0013 0.0005 0.0013 0.0015 0.0018 0.0018 0.0010
## Boots 0.0000 0.0013 0.0010 0.0010 0.0005 0.0023 0.0036 0.0005
## Coat 0.0023 0.0021 0.0010 0.0015 0.0018 0.0013 0.0005 0.0008
## Dress 0.0013 0.0018 0.0013 0.0015 0.0031 0.0008 0.0018 0.0008
## Gloves 0.0023 0.0008 0.0015 0.0031 0.0026 0.0008 0.0010 0.0008
## Handbag 0.0015 0.0026 0.0018 0.0015 0.0010 0.0021 0.0015 0.0008
## Hat 0.0021 0.0021 0.0013 0.0018 0.0021 0.0013 0.0010 0.0008
## Hoodie 0.0018 0.0008 0.0003 0.0021 0.0013 0.0013 0.0023 0.0010
## Jacket 0.0028 0.0031 0.0008 0.0023 0.0013 0.0010 0.0015 0.0008
## Jeans 0.0008 0.0015 0.0008 0.0015 0.0008 0.0008 0.0010 0.0005
## Jewelry 0.0018 0.0028 0.0026 0.0008 0.0028 0.0013 0.0015 0.0005
## Pants 0.0013 0.0015 0.0018 0.0015 0.0018 0.0010 0.0026 0.0008
## Sandals 0.0021 0.0021 0.0018 0.0028 0.0010 0.0021 0.0018 0.0015
## Scarf 0.0010 0.0015 0.0026 0.0018 0.0018 0.0008 0.0015 0.0008
## Shirt 0.0008 0.0008 0.0008 0.0021 0.0010 0.0010 0.0018 0.0010
## Shoes 0.0005 0.0018 0.0018 0.0015 0.0015 0.0023 0.0013 0.0000
## Shorts 0.0023 0.0015 0.0010 0.0015 0.0010 0.0010 0.0015 0.0015
## Skirt 0.0018 0.0018 0.0013 0.0015 0.0013 0.0021 0.0013 0.0005
## Sneakers 0.0005 0.0010 0.0005 0.0026 0.0015 0.0013 0.0013 0.0003
## Socks 0.0013 0.0015 0.0026 0.0015 0.0018 0.0015 0.0013 0.0005
## Sunglasses 0.0015 0.0023 0.0013 0.0015 0.0013 0.0018 0.0026 0.0005
## Sweater 0.0023 0.0018 0.0021 0.0018 0.0008 0.0023 0.0026 0.0003
## T-shirt 0.0018 0.0008 0.0021 0.0018 0.0018 0.0015 0.0015 0.0003
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Subscription Status )
##
## No Yes
## Backpack 0.0256 0.0110
## Belt 0.0313 0.0100
## Blouse 0.0367 0.0072
## Boots 0.0262 0.0108
## Coat 0.0282 0.0131
## Dress 0.0303 0.0123
## Gloves 0.0262 0.0097
## Handbag 0.0292 0.0100
## Hat 0.0274 0.0121
## Hoodie 0.0277 0.0110
## Jacket 0.0315 0.0103
## Jeans 0.0218 0.0100
## Jewelry 0.0328 0.0110
## Pants 0.0313 0.0126
## Sandals 0.0308 0.0103
## Scarf 0.0295 0.0108
## Shirt 0.0315 0.0118
## Shoes 0.0269 0.0115
## Shorts 0.0290 0.0113
## Skirt 0.0305 0.0100
## Sneakers 0.0259 0.0113
## Socks 0.0321 0.0087
## Sunglasses 0.0303 0.0110
## Sweater 0.0287 0.0133
## T-shirt 0.0287 0.0090
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Backpack 0.0059 0.0059 0.0064 0.0056 0.0059 0.0069
## Belt 0.0056 0.0072 0.0082 0.0072 0.0049 0.0082
## Blouse 0.0082 0.0049 0.0090 0.0062 0.0067 0.0090
## Boots 0.0046 0.0051 0.0036 0.0090 0.0072 0.0074
## Coat 0.0064 0.0072 0.0064 0.0085 0.0064 0.0064
## Dress 0.0067 0.0049 0.0082 0.0067 0.0077 0.0085
## Gloves 0.0069 0.0072 0.0069 0.0036 0.0064 0.0049
## Handbag 0.0056 0.0062 0.0074 0.0079 0.0074 0.0046
## Hat 0.0059 0.0054 0.0072 0.0079 0.0064 0.0067
## Hoodie 0.0072 0.0062 0.0069 0.0072 0.0049 0.0064
## Jacket 0.0051 0.0087 0.0059 0.0072 0.0069 0.0079
## Jeans 0.0051 0.0072 0.0038 0.0064 0.0041 0.0051
## Jewelry 0.0059 0.0085 0.0079 0.0056 0.0087 0.0072
## Pants 0.0072 0.0067 0.0092 0.0059 0.0082 0.0067
## Sandals 0.0059 0.0108 0.0049 0.0064 0.0072 0.0059
## Scarf 0.0087 0.0056 0.0082 0.0069 0.0046 0.0062
## Shirt 0.0072 0.0074 0.0059 0.0069 0.0079 0.0079
## Shoes 0.0092 0.0049 0.0072 0.0033 0.0079 0.0059
## Shorts 0.0069 0.0079 0.0077 0.0074 0.0038 0.0064
## Skirt 0.0069 0.0067 0.0064 0.0074 0.0072 0.0059
## Sneakers 0.0054 0.0062 0.0059 0.0046 0.0067 0.0085
## Socks 0.0067 0.0069 0.0077 0.0082 0.0069 0.0044
## Sunglasses 0.0062 0.0054 0.0105 0.0051 0.0067 0.0074
## Sweater 0.0059 0.0067 0.0074 0.0054 0.0085 0.0082
## T-shirt 0.0067 0.0067 0.0095 0.0056 0.0044 0.0049
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Backpack 0.0064 0.0067 0.0041 0.0069 0.0059
## Belt 0.0077 0.0064 0.0074 0.0064 0.0077
## Blouse 0.0067 0.0069 0.0074 0.0079 0.0069
## Boots 0.0064 0.0044 0.0072 0.0064 0.0069
## Coat 0.0059 0.0082 0.0059 0.0072 0.0056
## Dress 0.0079 0.0059 0.0077 0.0082 0.0064
## Gloves 0.0049 0.0074 0.0064 0.0069 0.0049
## Handbag 0.0072 0.0059 0.0051 0.0069 0.0067
## Hat 0.0074 0.0079 0.0064 0.0054 0.0062
## Hoodie 0.0064 0.0079 0.0069 0.0056 0.0054
## Jacket 0.0069 0.0064 0.0105 0.0059 0.0069
## Jeans 0.0046 0.0062 0.0049 0.0049 0.0067
## Jewelry 0.0069 0.0077 0.0064 0.0064 0.0082
## Pants 0.0064 0.0092 0.0082 0.0074 0.0054
## Sandals 0.0056 0.0077 0.0074 0.0079 0.0046
## Scarf 0.0082 0.0044 0.0054 0.0059 0.0069
## Shirt 0.0074 0.0067 0.0072 0.0059 0.0085
## Shoes 0.0054 0.0067 0.0090 0.0041 0.0067
## Shorts 0.0056 0.0077 0.0072 0.0064 0.0074
## Skirt 0.0059 0.0049 0.0069 0.0054 0.0103
## Sneakers 0.0056 0.0059 0.0077 0.0054 0.0074
## Socks 0.0090 0.0041 0.0069 0.0085 0.0067
## Sunglasses 0.0041 0.0056 0.0087 0.0092 0.0069
## Sweater 0.0074 0.0085 0.0041 0.0082 0.0059
## T-shirt 0.0046 0.0064 0.0079 0.0067 0.0067
##
## Store Pickup
## Backpack 0.0067
## Belt 0.0056
## Blouse 0.0079
## Boots 0.0056
## Coat 0.0085
## Dress 0.0064
## Gloves 0.0054
## Handbag 0.0074
## Hat 0.0062
## Hoodie 0.0064
## Jacket 0.0051
## Jeans 0.0046
## Jewelry 0.0082
## Pants 0.0072
## Sandals 0.0077
## Scarf 0.0095
## Shirt 0.0077
## Shoes 0.0067
## Shorts 0.0059
## Skirt 0.0072
## Sneakers 0.0051
## Socks 0.0056
## Sunglasses 0.0067
## Sweater 0.0079
## T-shirt 0.0054
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Discount Applied )
##
## No Yes
## Backpack 0.0203 0.0164
## Belt 0.0228 0.0185
## Blouse 0.0290 0.0149
## Boots 0.0197 0.0172
## Coat 0.0210 0.0203
## Dress 0.0233 0.0192
## Gloves 0.0205 0.0154
## Handbag 0.0236 0.0156
## Hat 0.0197 0.0197
## Hoodie 0.0213 0.0174
## Jacket 0.0251 0.0167
## Jeans 0.0172 0.0146
## Jewelry 0.0244 0.0195
## Pants 0.0231 0.0208
## Sandals 0.0259 0.0151
## Scarf 0.0231 0.0172
## Shirt 0.0251 0.0182
## Shoes 0.0228 0.0156
## Shorts 0.0228 0.0174
## Skirt 0.0249 0.0156
## Sneakers 0.0187 0.0185
## Socks 0.0274 0.0133
## Sunglasses 0.0244 0.0169
## Sweater 0.0218 0.0203
## T-shirt 0.0221 0.0156
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Promo Code Used )
##
## No Yes
## Backpack 0.0203 0.0164
## Belt 0.0228 0.0185
## Blouse 0.0290 0.0149
## Boots 0.0197 0.0172
## Coat 0.0210 0.0203
## Dress 0.0233 0.0192
## Gloves 0.0205 0.0154
## Handbag 0.0236 0.0156
## Hat 0.0197 0.0197
## Hoodie 0.0213 0.0174
## Jacket 0.0251 0.0167
## Jeans 0.0172 0.0146
## Jewelry 0.0244 0.0195
## Pants 0.0231 0.0208
## Sandals 0.0259 0.0151
## Scarf 0.0231 0.0172
## Shirt 0.0251 0.0182
## Shoes 0.0228 0.0156
## Shorts 0.0228 0.0174
## Skirt 0.0249 0.0156
## Sneakers 0.0187 0.0185
## Socks 0.0274 0.0133
## Sunglasses 0.0244 0.0169
## Sweater 0.0218 0.0203
## T-shirt 0.0221 0.0156
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Backpack 0.0059 0.0062 0.0056 0.0072 0.0064 0.0054
## Belt 0.0059 0.0090 0.0092 0.0067 0.0051 0.0054
## Blouse 0.0056 0.0079 0.0095 0.0072 0.0062 0.0074
## Boots 0.0046 0.0056 0.0067 0.0079 0.0054 0.0067
## Coat 0.0056 0.0059 0.0064 0.0064 0.0087 0.0082
## Dress 0.0056 0.0069 0.0090 0.0077 0.0064 0.0069
## Gloves 0.0059 0.0072 0.0049 0.0054 0.0067 0.0059
## Handbag 0.0059 0.0062 0.0054 0.0046 0.0092 0.0079
## Hat 0.0059 0.0077 0.0069 0.0062 0.0069 0.0059
## Hoodie 0.0064 0.0067 0.0067 0.0079 0.0059 0.0051
## Jacket 0.0085 0.0072 0.0074 0.0062 0.0067 0.0059
## Jeans 0.0044 0.0074 0.0046 0.0056 0.0064 0.0033
## Jewelry 0.0049 0.0074 0.0077 0.0072 0.0082 0.0085
## Pants 0.0090 0.0087 0.0069 0.0059 0.0064 0.0069
## Sandals 0.0069 0.0067 0.0051 0.0049 0.0097 0.0077
## Scarf 0.0062 0.0046 0.0077 0.0059 0.0095 0.0064
## Shirt 0.0074 0.0069 0.0077 0.0087 0.0059 0.0067
## Shoes 0.0072 0.0072 0.0054 0.0056 0.0067 0.0064
## Shorts 0.0079 0.0067 0.0059 0.0072 0.0059 0.0067
## Skirt 0.0049 0.0049 0.0074 0.0074 0.0100 0.0059
## Sneakers 0.0049 0.0072 0.0067 0.0069 0.0046 0.0069
## Socks 0.0064 0.0067 0.0072 0.0074 0.0077 0.0054
## Sunglasses 0.0056 0.0067 0.0085 0.0069 0.0074 0.0062
## Sweater 0.0074 0.0074 0.0077 0.0062 0.0064 0.0069
## T-shirt 0.0079 0.0069 0.0059 0.0038 0.0051 0.0079
##
## ======================================
## Probabilidad conjunta P( Item Purchased , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Backpack 0.0056 0.0054 0.0059 0.0056 0.0028 0.0054
## Belt 0.0062 0.0062 0.0069 0.0049 0.0059 0.0056
## Blouse 0.0082 0.0079 0.0079 0.0051 0.0038 0.0064
## Boots 0.0038 0.0059 0.0049 0.0064 0.0021 0.0079
## Coat 0.0059 0.0051 0.0046 0.0069 0.0051 0.0069
## Dress 0.0079 0.0051 0.0072 0.0051 0.0069 0.0044
## Gloves 0.0056 0.0059 0.0041 0.0054 0.0051 0.0049
## Handbag 0.0054 0.0051 0.0079 0.0054 0.0067 0.0049
## Hat 0.0054 0.0044 0.0051 0.0049 0.0074 0.0074
## Hoodie 0.0038 0.0069 0.0059 0.0049 0.0064 0.0056
## Jacket 0.0051 0.0051 0.0074 0.0067 0.0062 0.0064
## Jeans 0.0051 0.0023 0.0046 0.0041 0.0072 0.0049
## Jewelry 0.0067 0.0082 0.0064 0.0054 0.0051 0.0059
## Pants 0.0054 0.0049 0.0064 0.0051 0.0082 0.0072
## Sandals 0.0067 0.0054 0.0069 0.0062 0.0059 0.0044
## Scarf 0.0074 0.0051 0.0054 0.0059 0.0062 0.0051
## Shirt 0.0079 0.0059 0.0051 0.0049 0.0072 0.0056
## Shoes 0.0067 0.0051 0.0062 0.0049 0.0056 0.0046
## Shorts 0.0044 0.0069 0.0062 0.0062 0.0051 0.0051
## Skirt 0.0051 0.0049 0.0062 0.0062 0.0064 0.0049
## Sneakers 0.0051 0.0041 0.0056 0.0072 0.0056 0.0044
## Socks 0.0074 0.0062 0.0062 0.0044 0.0067 0.0064
## Sunglasses 0.0049 0.0059 0.0044 0.0062 0.0046 0.0092
## Sweater 0.0056 0.0074 0.0056 0.0064 0.0038 0.0051
## T-shirt 0.0051 0.0049 0.0067 0.0049 0.0056 0.0056
##
## Weekly
## Backpack 0.0059
## Belt 0.0056
## Blouse 0.0044
## Boots 0.0059
## Coat 0.0067
## Dress 0.0059
## Gloves 0.0049
## Handbag 0.0038
## Hat 0.0049
## Hoodie 0.0051
## Jacket 0.0049
## Jeans 0.0036
## Jewelry 0.0062
## Pants 0.0067
## Sandals 0.0056
## Scarf 0.0051
## Shirt 0.0067
## Shoes 0.0054
## Shorts 0.0064
## Skirt 0.0069
## Sneakers 0.0051
## Socks 0.0036
## Sunglasses 0.0062
## Sweater 0.0079
## T-shirt 0.0049
##
## ======================================
## Probabilidad conjunta P( Category , Location )
##
## Alabama Alaska Arizona Arkansas California Colorado Connecticut
## Accessories 0.0064 0.0067 0.0051 0.0067 0.0079 0.0062 0.0062
## Clothing 0.0105 0.0085 0.0082 0.0095 0.0121 0.0082 0.0082
## Footwear 0.0038 0.0023 0.0015 0.0026 0.0028 0.0031 0.0031
## Outerwear 0.0021 0.0010 0.0018 0.0015 0.0015 0.0018 0.0026
##
## Delaware Florida Georgia Hawaii Idaho Illinois Indiana Iowa
## Accessories 0.0072 0.0054 0.0059 0.0049 0.0074 0.0069 0.0064 0.0059
## Clothing 0.0105 0.0077 0.0105 0.0074 0.0108 0.0118 0.0095 0.0059
## Footwear 0.0036 0.0021 0.0036 0.0023 0.0031 0.0028 0.0026 0.0036
## Outerwear 0.0008 0.0023 0.0003 0.0021 0.0026 0.0021 0.0018 0.0023
##
## Kansas Kentucky Louisiana Maine Maryland Massachusetts Michigan
## Accessories 0.0044 0.0087 0.0069 0.0049 0.0069 0.0046 0.0049
## Clothing 0.0067 0.0077 0.0113 0.0087 0.0087 0.0087 0.0079
## Footwear 0.0036 0.0013 0.0028 0.0044 0.0044 0.0036 0.0038
## Outerwear 0.0015 0.0026 0.0005 0.0018 0.0021 0.0015 0.0021
##
## Minnesota Mississippi Missouri Montana Nebraska Nevada
## Accessories 0.0064 0.0082 0.0069 0.0072 0.0095 0.0082
## Clothing 0.0108 0.0085 0.0095 0.0115 0.0077 0.0097
## Footwear 0.0044 0.0023 0.0031 0.0031 0.0041 0.0031
## Outerwear 0.0010 0.0015 0.0013 0.0028 0.0010 0.0013
##
## New Hampshire New Jersey New Mexico New York North Carolina
## Accessories 0.0074 0.0067 0.0074 0.0074 0.0064
## Clothing 0.0072 0.0064 0.0074 0.0092 0.0090
## Footwear 0.0018 0.0026 0.0036 0.0033 0.0033
## Outerwear 0.0018 0.0015 0.0023 0.0023 0.0013
##
## North Dakota Ohio Oklahoma Oregon Pennsylvania Rhode Island
## Accessories 0.0062 0.0056 0.0046 0.0046 0.0062 0.0044
## Clothing 0.0087 0.0087 0.0097 0.0095 0.0090 0.0090
## Footwear 0.0028 0.0046 0.0023 0.0033 0.0028 0.0023
## Outerwear 0.0036 0.0008 0.0026 0.0015 0.0010 0.0005
##
## South Carolina South Dakota Tennessee Texas Utah Vermont
## Accessories 0.0056 0.0064 0.0069 0.0069 0.0054 0.0051
## Clothing 0.0092 0.0072 0.0087 0.0074 0.0085 0.0110
## Footwear 0.0031 0.0023 0.0028 0.0038 0.0031 0.0038
## Outerwear 0.0015 0.0021 0.0013 0.0015 0.0013 0.0018
##
## Virginia Washington West Virginia Wisconsin Wyoming
## Accessories 0.0062 0.0059 0.0079 0.0059 0.0059
## Clothing 0.0090 0.0090 0.0074 0.0095 0.0079
## Footwear 0.0036 0.0026 0.0031 0.0031 0.0028
## Outerwear 0.0010 0.0013 0.0023 0.0008 0.0015
##
## ======================================
## Probabilidad conjunta P( Category , Size )
##
## L M S XL
## Accessories 0.0787 0.1441 0.0590 0.0362
## Clothing 0.1233 0.1995 0.0728 0.0497
## Footwear 0.0441 0.0685 0.0238 0.0172
## Outerwear 0.0238 0.0379 0.0144 0.0069
##
## ======================================
## Probabilidad conjunta P( Category , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray Green
## Accessories 0.0113 0.0131 0.0151 0.0113 0.0141 0.0121 0.0105 0.0151 0.0136
## Clothing 0.0167 0.0208 0.0126 0.0156 0.0187 0.0195 0.0159 0.0159 0.0200
## Footwear 0.0062 0.0064 0.0064 0.0062 0.0038 0.0069 0.0062 0.0059 0.0062
## Outerwear 0.0036 0.0026 0.0049 0.0031 0.0026 0.0041 0.0028 0.0038 0.0036
##
## Indigo Lavender Magenta Maroon Olive Orange Peach Pink Purple
## Accessories 0.0133 0.0126 0.0149 0.0105 0.0169 0.0113 0.0149 0.0100 0.0103
## Clothing 0.0151 0.0154 0.0151 0.0213 0.0156 0.0200 0.0167 0.0187 0.0185
## Footwear 0.0064 0.0056 0.0056 0.0067 0.0079 0.0062 0.0046 0.0072 0.0069
## Outerwear 0.0028 0.0041 0.0033 0.0021 0.0049 0.0021 0.0021 0.0033 0.0031
##
## Red Silver Teal Turquoise Violet White Yellow
## Accessories 0.0138 0.0131 0.0121 0.0128 0.0105 0.0105 0.0144
## Clothing 0.0174 0.0205 0.0215 0.0167 0.0203 0.0177 0.0192
## Footwear 0.0041 0.0072 0.0069 0.0044 0.0077 0.0044 0.0077
## Outerwear 0.0026 0.0036 0.0036 0.0033 0.0041 0.0038 0.0033
##
## ======================================
## Probabilidad conjunta P( Category , Season )
##
## Fall Spring Summer Winter
## Accessories 0.0831 0.0772 0.0800 0.0777
## Clothing 0.1095 0.1164 0.1046 0.1149
## Footwear 0.0349 0.0418 0.0410 0.0359
## Outerwear 0.0226 0.0208 0.0192 0.0205
##
## ======================================
## Probabilidad conjunta P( Category , Review Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3
## Accessories 0.0056 0.0123 0.0105 0.0113 0.0123 0.0133 0.0128 0.0126 0.0118
## Clothing 0.0069 0.0187 0.0195 0.0174 0.0200 0.0200 0.0190 0.0162 0.0185
## Footwear 0.0026 0.0069 0.0064 0.0023 0.0069 0.0064 0.0046 0.0069 0.0056
## Outerwear 0.0018 0.0028 0.0031 0.0038 0.0044 0.0018 0.0038 0.0033 0.0031
##
## 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2
## Accessories 0.0164 0.0149 0.0133 0.0095 0.0118 0.0123 0.0146 0.0113 0.0110
## Clothing 0.0221 0.0172 0.0167 0.0200 0.0159 0.0185 0.0195 0.0154 0.0210
## Footwear 0.0064 0.0044 0.0049 0.0064 0.0067 0.0069 0.0085 0.0082 0.0074
## Outerwear 0.0018 0.0036 0.0033 0.0041 0.0021 0.0041 0.0038 0.0031 0.0044
##
## 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0
## Accessories 0.0131 0.0141 0.0144 0.0146 0.0141 0.0115 0.0131 0.0054
## Clothing 0.0164 0.0151 0.0144 0.0182 0.0162 0.0151 0.0195 0.0082
## Footwear 0.0031 0.0062 0.0051 0.0079 0.0046 0.0079 0.0079 0.0023
## Outerwear 0.0051 0.0051 0.0018 0.0038 0.0031 0.0023 0.0021 0.0015
##
## ======================================
## Probabilidad conjunta P( Category , Subscription Status )
##
## No Yes
## Accessories 0.2323 0.0856
## Clothing 0.3282 0.1172
## Footwear 0.1097 0.0438
## Outerwear 0.0597 0.0233
##
## ======================================
## Probabilidad conjunta P( Category , Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Accessories 0.0508 0.0513 0.0628 0.0500 0.0510 0.0521
## Clothing 0.0746 0.0721 0.0818 0.0733 0.0703 0.0733
## Footwear 0.0251 0.0269 0.0215 0.0233 0.0290 0.0277
## Outerwear 0.0115 0.0159 0.0123 0.0156 0.0133 0.0144
##
## ======================================
## Probabilidad conjunta P( Category , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Accessories 0.0528 0.0521 0.0500 0.0541 0.0533
## Clothing 0.0721 0.0744 0.0754 0.0751 0.0762
## Footwear 0.0231 0.0246 0.0313 0.0238 0.0256
## Outerwear 0.0128 0.0146 0.0164 0.0131 0.0126
##
## Store Pickup
## Accessories 0.0556
## Clothing 0.0723
## Footwear 0.0251
## Outerwear 0.0136
##
## ======================================
## Probabilidad conjunta P( Category , Discount Applied )
##
## No Yes
## Accessories 0.1787 0.1392
## Clothing 0.2579 0.1874
## Footwear 0.0872 0.0664
## Outerwear 0.0462 0.0369
##
## ======================================
## Probabilidad conjunta P( Category , Promo Code Used )
##
## No Yes
## Accessories 0.1787 0.1392
## Clothing 0.2579 0.1874
## Footwear 0.0872 0.0664
## Outerwear 0.0462 0.0369
##
## ======================================
## Probabilidad conjunta P( Category , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Accessories 0.0462 0.0549 0.0559 0.0500 0.0595 0.0515
## Clothing 0.0731 0.0772 0.0785 0.0751 0.0723 0.0692
## Footwear 0.0236 0.0267 0.0238 0.0254 0.0264 0.0277
## Outerwear 0.0141 0.0131 0.0138 0.0126 0.0154 0.0141
##
## ======================================
## Probabilidad conjunta P( Category , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Accessories 0.0472 0.0462 0.0462 0.0436 0.0438 0.0485
## Clothing 0.0662 0.0633 0.0679 0.0572 0.0674 0.0613
## Footwear 0.0223 0.0205 0.0236 0.0246 0.0192 0.0213
## Outerwear 0.0110 0.0103 0.0121 0.0136 0.0113 0.0133
##
## Weekly
## Accessories 0.0426
## Clothing 0.0621
## Footwear 0.0221
## Outerwear 0.0115
##
## ======================================
## Probabilidad conjunta P( Location , Size )
##
## L M S XL
## Alabama 0.0059 0.0100 0.0044 0.0026
## Alaska 0.0046 0.0079 0.0036 0.0023
## Arizona 0.0049 0.0059 0.0031 0.0028
## Arkansas 0.0046 0.0103 0.0033 0.0021
## California 0.0059 0.0121 0.0028 0.0036
## Colorado 0.0072 0.0074 0.0031 0.0015
## Connecticut 0.0069 0.0087 0.0026 0.0018
## Delaware 0.0054 0.0108 0.0033 0.0026
## Florida 0.0046 0.0110 0.0008 0.0010
## Georgia 0.0046 0.0108 0.0031 0.0018
## Hawaii 0.0059 0.0074 0.0023 0.0010
## Idaho 0.0054 0.0105 0.0056 0.0023
## Illinois 0.0072 0.0085 0.0062 0.0018
## Indiana 0.0056 0.0072 0.0044 0.0031
## Iowa 0.0031 0.0085 0.0036 0.0026
## Kansas 0.0028 0.0085 0.0021 0.0028
## Kentucky 0.0044 0.0092 0.0049 0.0018
## Louisiana 0.0077 0.0100 0.0026 0.0013
## Maine 0.0054 0.0095 0.0026 0.0023
## Maryland 0.0046 0.0115 0.0028 0.0031
## Massachusetts 0.0054 0.0067 0.0051 0.0013
## Michigan 0.0051 0.0085 0.0031 0.0021
## Minnesota 0.0072 0.0110 0.0031 0.0013
## Mississippi 0.0054 0.0069 0.0046 0.0036
## Missouri 0.0062 0.0097 0.0033 0.0015
## Montana 0.0069 0.0097 0.0049 0.0031
## Nebraska 0.0046 0.0105 0.0031 0.0041
## Nevada 0.0059 0.0100 0.0044 0.0021
## New Hampshire 0.0046 0.0079 0.0033 0.0023
## New Jersey 0.0041 0.0082 0.0031 0.0018
## New Mexico 0.0062 0.0108 0.0021 0.0018
## New York 0.0069 0.0090 0.0041 0.0023
## North Carolina 0.0054 0.0090 0.0044 0.0013
## North Dakota 0.0056 0.0092 0.0028 0.0036
## Ohio 0.0067 0.0074 0.0033 0.0023
## Oklahoma 0.0062 0.0087 0.0023 0.0021
## Oregon 0.0049 0.0092 0.0031 0.0018
## Pennsylvania 0.0046 0.0079 0.0046 0.0018
## Rhode Island 0.0041 0.0077 0.0015 0.0028
## South Carolina 0.0044 0.0082 0.0041 0.0028
## South Dakota 0.0054 0.0074 0.0036 0.0015
## Tennessee 0.0051 0.0092 0.0028 0.0026
## Texas 0.0054 0.0103 0.0018 0.0023
## Utah 0.0046 0.0090 0.0028 0.0018
## Vermont 0.0062 0.0095 0.0046 0.0015
## Virginia 0.0046 0.0095 0.0028 0.0028
## Washington 0.0046 0.0092 0.0031 0.0018
## West Virginia 0.0069 0.0082 0.0041 0.0015
## Wisconsin 0.0064 0.0077 0.0031 0.0021
## Wyoming 0.0038 0.0079 0.0041 0.0023
##
## ======================================
## Probabilidad conjunta P( Location , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray
## Alabama 0.0010 0.0013 0.0010 0.0005 0.0005 0.0005 0.0008 0.0010
## Alaska 0.0008 0.0010 0.0008 0.0008 0.0005 0.0008 0.0010 0.0005
## Arizona 0.0010 0.0005 0.0005 0.0005 0.0000 0.0010 0.0010 0.0005
## Arkansas 0.0003 0.0015 0.0008 0.0000 0.0008 0.0005 0.0013 0.0003
## California 0.0015 0.0010 0.0008 0.0005 0.0015 0.0005 0.0008 0.0010
## Colorado 0.0010 0.0013 0.0008 0.0003 0.0015 0.0005 0.0003 0.0003
## Connecticut 0.0010 0.0008 0.0003 0.0005 0.0005 0.0010 0.0010 0.0008
## Delaware 0.0005 0.0013 0.0008 0.0010 0.0008 0.0010 0.0010 0.0005
## Florida 0.0013 0.0008 0.0008 0.0008 0.0005 0.0008 0.0003 0.0008
## Georgia 0.0000 0.0005 0.0003 0.0008 0.0015 0.0010 0.0008 0.0013
## Hawaii 0.0003 0.0013 0.0005 0.0005 0.0005 0.0008 0.0008 0.0003
## Idaho 0.0000 0.0026 0.0008 0.0013 0.0003 0.0015 0.0008 0.0013
## Illinois 0.0005 0.0013 0.0008 0.0015 0.0008 0.0010 0.0008 0.0021
## Indiana 0.0008 0.0003 0.0010 0.0005 0.0010 0.0015 0.0003 0.0005
## Iowa 0.0008 0.0013 0.0005 0.0005 0.0005 0.0013 0.0003 0.0005
## Kansas 0.0010 0.0005 0.0005 0.0003 0.0003 0.0003 0.0003 0.0013
## Kentucky 0.0013 0.0005 0.0013 0.0005 0.0010 0.0008 0.0008 0.0013
## Louisiana 0.0008 0.0015 0.0005 0.0010 0.0008 0.0005 0.0005 0.0003
## Maine 0.0008 0.0003 0.0008 0.0010 0.0008 0.0005 0.0008 0.0005
## Maryland 0.0010 0.0008 0.0003 0.0005 0.0013 0.0008 0.0010 0.0015
## Massachusetts 0.0015 0.0008 0.0008 0.0005 0.0005 0.0005 0.0003 0.0003
## Michigan 0.0000 0.0010 0.0005 0.0005 0.0008 0.0005 0.0005 0.0013
## Minnesota 0.0013 0.0008 0.0013 0.0010 0.0008 0.0000 0.0008 0.0010
## Mississippi 0.0008 0.0005 0.0013 0.0003 0.0008 0.0008 0.0000 0.0005
## Missouri 0.0008 0.0013 0.0010 0.0018 0.0008 0.0008 0.0000 0.0005
## Montana 0.0005 0.0013 0.0003 0.0013 0.0010 0.0010 0.0005 0.0018
## Nebraska 0.0003 0.0005 0.0010 0.0008 0.0008 0.0018 0.0008 0.0008
## Nevada 0.0005 0.0010 0.0005 0.0010 0.0005 0.0010 0.0013 0.0010
## New Hampshire 0.0010 0.0005 0.0010 0.0003 0.0008 0.0010 0.0013 0.0013
## New Jersey 0.0015 0.0003 0.0008 0.0005 0.0003 0.0008 0.0015 0.0005
## New Mexico 0.0003 0.0008 0.0003 0.0018 0.0015 0.0010 0.0005 0.0008
## New York 0.0005 0.0013 0.0003 0.0005 0.0015 0.0008 0.0010 0.0018
## North Carolina 0.0008 0.0008 0.0015 0.0003 0.0015 0.0005 0.0003 0.0010
## North Dakota 0.0013 0.0003 0.0013 0.0010 0.0010 0.0008 0.0008 0.0005
## Ohio 0.0003 0.0008 0.0005 0.0008 0.0005 0.0008 0.0005 0.0008
## Oklahoma 0.0003 0.0008 0.0003 0.0010 0.0015 0.0010 0.0005 0.0010
## Oregon 0.0013 0.0008 0.0010 0.0005 0.0003 0.0008 0.0010 0.0003
## Pennsylvania 0.0010 0.0003 0.0018 0.0003 0.0003 0.0003 0.0013 0.0008
## Rhode Island 0.0005 0.0005 0.0008 0.0010 0.0008 0.0005 0.0005 0.0000
## South Carolina 0.0008 0.0010 0.0000 0.0010 0.0005 0.0013 0.0008 0.0010
## South Dakota 0.0008 0.0000 0.0005 0.0003 0.0010 0.0010 0.0008 0.0010
## Tennessee 0.0008 0.0010 0.0013 0.0008 0.0008 0.0026 0.0005 0.0003
## Texas 0.0010 0.0010 0.0005 0.0013 0.0008 0.0013 0.0000 0.0010
## Utah 0.0015 0.0005 0.0013 0.0013 0.0005 0.0005 0.0005 0.0003
## Vermont 0.0005 0.0010 0.0013 0.0008 0.0008 0.0013 0.0010 0.0018
## Virginia 0.0000 0.0000 0.0010 0.0010 0.0010 0.0010 0.0010 0.0003
## Washington 0.0010 0.0013 0.0008 0.0005 0.0003 0.0005 0.0010 0.0008
## West Virginia 0.0008 0.0013 0.0005 0.0003 0.0013 0.0008 0.0005 0.0008
## Wisconsin 0.0003 0.0003 0.0015 0.0005 0.0005 0.0005 0.0003 0.0003
## Wyoming 0.0003 0.0010 0.0005 0.0000 0.0005 0.0005 0.0013 0.0010
##
## Green Indigo Lavender Magenta Maroon Olive Orange Peach
## Alabama 0.0010 0.0010 0.0003 0.0015 0.0008 0.0010 0.0008 0.0013
## Alaska 0.0015 0.0000 0.0005 0.0008 0.0005 0.0015 0.0005 0.0008
## Arizona 0.0010 0.0005 0.0005 0.0003 0.0008 0.0008 0.0003 0.0013
## Arkansas 0.0013 0.0008 0.0013 0.0000 0.0013 0.0008 0.0008 0.0003
## California 0.0015 0.0013 0.0013 0.0005 0.0010 0.0005 0.0010 0.0010
## Colorado 0.0013 0.0008 0.0003 0.0005 0.0010 0.0005 0.0003 0.0008
## Connecticut 0.0000 0.0008 0.0013 0.0008 0.0013 0.0008 0.0003 0.0013
## Delaware 0.0003 0.0013 0.0008 0.0005 0.0010 0.0008 0.0018 0.0010
## Florida 0.0008 0.0008 0.0000 0.0005 0.0005 0.0010 0.0005 0.0005
## Georgia 0.0010 0.0000 0.0010 0.0003 0.0005 0.0028 0.0008 0.0013
## Hawaii 0.0015 0.0000 0.0013 0.0005 0.0005 0.0003 0.0010 0.0003
## Idaho 0.0005 0.0003 0.0013 0.0008 0.0005 0.0008 0.0005 0.0008
## Illinois 0.0013 0.0005 0.0003 0.0010 0.0015 0.0021 0.0005 0.0005
## Indiana 0.0003 0.0013 0.0008 0.0010 0.0000 0.0013 0.0010 0.0003
## Iowa 0.0010 0.0003 0.0003 0.0008 0.0010 0.0010 0.0005 0.0015
## Kansas 0.0010 0.0005 0.0005 0.0010 0.0008 0.0008 0.0000 0.0003
## Kentucky 0.0010 0.0003 0.0013 0.0003 0.0010 0.0008 0.0005 0.0010
## Louisiana 0.0008 0.0013 0.0008 0.0005 0.0003 0.0013 0.0003 0.0008
## Maine 0.0008 0.0005 0.0010 0.0008 0.0003 0.0013 0.0013 0.0003
## Maryland 0.0000 0.0013 0.0010 0.0013 0.0005 0.0015 0.0008 0.0005
## Massachusetts 0.0018 0.0005 0.0003 0.0010 0.0005 0.0013 0.0005 0.0008
## Michigan 0.0008 0.0010 0.0005 0.0021 0.0008 0.0008 0.0010 0.0005
## Minnesota 0.0000 0.0003 0.0008 0.0013 0.0008 0.0008 0.0015 0.0005
## Mississippi 0.0008 0.0015 0.0008 0.0013 0.0013 0.0008 0.0013 0.0013
## Missouri 0.0005 0.0005 0.0008 0.0010 0.0008 0.0015 0.0008 0.0005
## Montana 0.0010 0.0010 0.0003 0.0010 0.0008 0.0015 0.0018 0.0005
## Nebraska 0.0010 0.0008 0.0005 0.0005 0.0008 0.0008 0.0013 0.0010
## Nevada 0.0005 0.0008 0.0010 0.0008 0.0013 0.0008 0.0023 0.0015
## New Hampshire 0.0008 0.0005 0.0005 0.0008 0.0003 0.0000 0.0003 0.0010
## New Jersey 0.0005 0.0008 0.0008 0.0008 0.0005 0.0003 0.0003 0.0005
## New Mexico 0.0008 0.0010 0.0008 0.0003 0.0010 0.0021 0.0015 0.0008
## New York 0.0005 0.0008 0.0010 0.0008 0.0010 0.0003 0.0010 0.0013
## North Carolina 0.0005 0.0010 0.0013 0.0023 0.0013 0.0003 0.0008 0.0010
## North Dakota 0.0015 0.0005 0.0003 0.0013 0.0008 0.0013 0.0003 0.0008
## Ohio 0.0018 0.0015 0.0013 0.0010 0.0005 0.0003 0.0013 0.0005
## Oklahoma 0.0013 0.0008 0.0008 0.0005 0.0008 0.0010 0.0013 0.0003
## Oregon 0.0005 0.0008 0.0010 0.0005 0.0008 0.0010 0.0000 0.0010
## Pennsylvania 0.0005 0.0008 0.0010 0.0013 0.0010 0.0008 0.0010 0.0008
## Rhode Island 0.0015 0.0008 0.0005 0.0003 0.0003 0.0008 0.0008 0.0005
## South Carolina 0.0008 0.0010 0.0008 0.0003 0.0005 0.0010 0.0010 0.0003
## South Dakota 0.0013 0.0013 0.0005 0.0010 0.0008 0.0003 0.0005 0.0008
## Tennessee 0.0003 0.0005 0.0010 0.0018 0.0005 0.0010 0.0008 0.0008
## Texas 0.0013 0.0013 0.0005 0.0005 0.0008 0.0005 0.0005 0.0013
## Utah 0.0015 0.0000 0.0013 0.0003 0.0013 0.0013 0.0000 0.0008
## Vermont 0.0005 0.0010 0.0008 0.0005 0.0013 0.0003 0.0005 0.0003
## Virginia 0.0010 0.0003 0.0008 0.0003 0.0010 0.0008 0.0008 0.0010
## Washington 0.0003 0.0005 0.0003 0.0003 0.0005 0.0005 0.0005 0.0008
## West Virginia 0.0005 0.0013 0.0008 0.0003 0.0010 0.0008 0.0005 0.0005
## Wisconsin 0.0005 0.0010 0.0008 0.0008 0.0013 0.0003 0.0010 0.0008
## Wyoming 0.0008 0.0005 0.0005 0.0008 0.0013 0.0010 0.0010 0.0003
##
## Pink Purple Red Silver Teal Turquoise Violet White
## Alabama 0.0008 0.0013 0.0015 0.0013 0.0008 0.0003 0.0008 0.0005
## Alaska 0.0010 0.0005 0.0008 0.0003 0.0013 0.0003 0.0008 0.0005
## Arizona 0.0008 0.0010 0.0000 0.0010 0.0008 0.0003 0.0003 0.0005
## Arkansas 0.0005 0.0013 0.0010 0.0010 0.0013 0.0008 0.0008 0.0003
## California 0.0010 0.0005 0.0008 0.0013 0.0005 0.0028 0.0005 0.0003
## Colorado 0.0005 0.0005 0.0005 0.0015 0.0010 0.0018 0.0010 0.0008
## Connecticut 0.0005 0.0010 0.0000 0.0005 0.0008 0.0005 0.0010 0.0015
## Delaware 0.0008 0.0005 0.0010 0.0018 0.0015 0.0003 0.0008 0.0008
## Florida 0.0010 0.0003 0.0005 0.0005 0.0010 0.0008 0.0005 0.0013
## Georgia 0.0005 0.0010 0.0008 0.0013 0.0003 0.0005 0.0003 0.0015
## Hawaii 0.0005 0.0008 0.0005 0.0005 0.0010 0.0010 0.0008 0.0000
## Idaho 0.0013 0.0010 0.0015 0.0008 0.0013 0.0013 0.0015 0.0003
## Illinois 0.0008 0.0008 0.0010 0.0005 0.0018 0.0005 0.0005 0.0003
## Indiana 0.0008 0.0013 0.0013 0.0008 0.0003 0.0013 0.0010 0.0008
## Iowa 0.0005 0.0008 0.0008 0.0003 0.0008 0.0008 0.0003 0.0008
## Kansas 0.0000 0.0010 0.0005 0.0005 0.0008 0.0005 0.0015 0.0021
## Kentucky 0.0005 0.0005 0.0005 0.0005 0.0005 0.0000 0.0018 0.0005
## Louisiana 0.0008 0.0015 0.0005 0.0018 0.0005 0.0018 0.0003 0.0010
## Maine 0.0013 0.0008 0.0005 0.0003 0.0008 0.0008 0.0005 0.0010
## Maryland 0.0005 0.0013 0.0010 0.0013 0.0005 0.0000 0.0008 0.0015
## Massachusetts 0.0003 0.0010 0.0008 0.0008 0.0013 0.0005 0.0005 0.0008
## Michigan 0.0013 0.0005 0.0003 0.0005 0.0013 0.0005 0.0008 0.0003
## Minnesota 0.0010 0.0023 0.0005 0.0010 0.0015 0.0010 0.0013 0.0005
## Mississippi 0.0013 0.0010 0.0005 0.0005 0.0008 0.0010 0.0008 0.0005
## Missouri 0.0013 0.0003 0.0008 0.0008 0.0008 0.0003 0.0013 0.0005
## Montana 0.0013 0.0008 0.0013 0.0008 0.0005 0.0005 0.0015 0.0010
## Nebraska 0.0010 0.0005 0.0013 0.0015 0.0010 0.0018 0.0008 0.0005
## Nevada 0.0008 0.0000 0.0013 0.0010 0.0008 0.0003 0.0000 0.0015
## New Hampshire 0.0013 0.0005 0.0008 0.0005 0.0003 0.0005 0.0010 0.0008
## New Jersey 0.0008 0.0010 0.0005 0.0013 0.0005 0.0005 0.0008 0.0005
## New Mexico 0.0013 0.0005 0.0003 0.0008 0.0010 0.0005 0.0005 0.0005
## New York 0.0005 0.0005 0.0013 0.0005 0.0018 0.0008 0.0008 0.0003
## North Carolina 0.0010 0.0003 0.0005 0.0000 0.0005 0.0008 0.0010 0.0003
## North Dakota 0.0005 0.0003 0.0003 0.0013 0.0010 0.0010 0.0010 0.0018
## Ohio 0.0005 0.0013 0.0003 0.0013 0.0013 0.0000 0.0008 0.0008
## Oklahoma 0.0008 0.0013 0.0008 0.0003 0.0003 0.0003 0.0013 0.0008
## Oregon 0.0008 0.0008 0.0013 0.0013 0.0008 0.0008 0.0005 0.0008
## Pennsylvania 0.0008 0.0005 0.0008 0.0005 0.0010 0.0003 0.0008 0.0003
## Rhode Island 0.0003 0.0003 0.0005 0.0013 0.0018 0.0010 0.0005 0.0000
## South Carolina 0.0008 0.0003 0.0010 0.0010 0.0013 0.0005 0.0005 0.0010
## South Dakota 0.0008 0.0005 0.0000 0.0008 0.0008 0.0010 0.0013 0.0005
## Tennessee 0.0003 0.0010 0.0008 0.0008 0.0005 0.0005 0.0003 0.0005
## Texas 0.0008 0.0005 0.0015 0.0010 0.0000 0.0005 0.0005 0.0005
## Utah 0.0003 0.0003 0.0008 0.0008 0.0005 0.0005 0.0005 0.0005
## Vermont 0.0015 0.0010 0.0005 0.0008 0.0003 0.0008 0.0013 0.0005
## Virginia 0.0013 0.0010 0.0005 0.0010 0.0010 0.0018 0.0010 0.0003
## Washington 0.0008 0.0005 0.0003 0.0015 0.0013 0.0013 0.0008 0.0013
## West Virginia 0.0010 0.0005 0.0010 0.0005 0.0010 0.0013 0.0015 0.0013
## Wisconsin 0.0003 0.0010 0.0015 0.0018 0.0015 0.0000 0.0015 0.0008
## Wyoming 0.0005 0.0008 0.0010 0.0008 0.0003 0.0005 0.0018 0.0008
##
## Yellow
## Alabama 0.0013
## Alaska 0.0008
## Arizona 0.0015
## Arkansas 0.0015
## California 0.0008
## Colorado 0.0003
## Connecticut 0.0018
## Delaware 0.0003
## Florida 0.0010
## Georgia 0.0003
## Hawaii 0.0013
## Idaho 0.0010
## Illinois 0.0010
## Indiana 0.0010
## Iowa 0.0008
## Kansas 0.0000
## Kentucky 0.0018
## Louisiana 0.0015
## Maine 0.0023
## Maryland 0.0010
## Massachusetts 0.0008
## Michigan 0.0008
## Minnesota 0.0005
## Mississippi 0.0003
## Missouri 0.0015
## Montana 0.0013
## Nebraska 0.0005
## Nevada 0.0008
## New Hampshire 0.0013
## New Jersey 0.0008
## New Mexico 0.0003
## New York 0.0015
## North Carolina 0.0005
## North Dakota 0.0005
## Ohio 0.0005
## Oklahoma 0.0005
## Oregon 0.0005
## Pennsylvania 0.0010
## Rhode Island 0.0005
## South Carolina 0.0010
## South Dakota 0.0005
## Tennessee 0.0005
## Texas 0.0008
## Utah 0.0013
## Vermont 0.0015
## Virginia 0.0005
## Washington 0.0013
## West Virginia 0.0008
## Wisconsin 0.0003
## Wyoming 0.0005
##
## ======================================
## Probabilidad conjunta P( Location , Season )
##
## Fall Spring Summer Winter
## Alabama 0.0062 0.0062 0.0062 0.0044
## Alaska 0.0038 0.0069 0.0031 0.0046
## Arizona 0.0046 0.0041 0.0046 0.0033
## Arkansas 0.0049 0.0062 0.0051 0.0041
## California 0.0069 0.0059 0.0059 0.0056
## Colorado 0.0031 0.0056 0.0046 0.0059
## Connecticut 0.0051 0.0054 0.0038 0.0056
## Delaware 0.0062 0.0056 0.0051 0.0051
## Florida 0.0051 0.0033 0.0044 0.0046
## Georgia 0.0046 0.0051 0.0046 0.0059
## Hawaii 0.0051 0.0036 0.0038 0.0041
## Idaho 0.0064 0.0067 0.0067 0.0041
## Illinois 0.0056 0.0064 0.0059 0.0056
## Indiana 0.0041 0.0059 0.0046 0.0056
## Iowa 0.0044 0.0036 0.0046 0.0051
## Kansas 0.0036 0.0051 0.0044 0.0031
## Kentucky 0.0044 0.0064 0.0031 0.0064
## Louisiana 0.0049 0.0062 0.0041 0.0064
## Maine 0.0041 0.0056 0.0033 0.0067
## Maryland 0.0051 0.0067 0.0062 0.0041
## Massachusetts 0.0031 0.0046 0.0056 0.0051
## Michigan 0.0056 0.0044 0.0054 0.0033
## Minnesota 0.0064 0.0059 0.0049 0.0054
## Mississippi 0.0051 0.0038 0.0051 0.0064
## Missouri 0.0064 0.0059 0.0049 0.0036
## Montana 0.0051 0.0064 0.0067 0.0064
## Nebraska 0.0056 0.0062 0.0056 0.0049
## Nevada 0.0044 0.0072 0.0069 0.0038
## New Hampshire 0.0049 0.0049 0.0031 0.0054
## New Jersey 0.0036 0.0059 0.0051 0.0026
## New Mexico 0.0054 0.0049 0.0056 0.0049
## New York 0.0064 0.0041 0.0054 0.0064
## North Carolina 0.0044 0.0069 0.0044 0.0044
## North Dakota 0.0054 0.0044 0.0069 0.0046
## Ohio 0.0059 0.0026 0.0054 0.0059
## Oklahoma 0.0046 0.0041 0.0036 0.0069
## Oregon 0.0041 0.0054 0.0041 0.0054
## Pennsylvania 0.0038 0.0044 0.0069 0.0038
## Rhode Island 0.0026 0.0044 0.0033 0.0059
## South Carolina 0.0069 0.0064 0.0038 0.0023
## South Dakota 0.0059 0.0038 0.0049 0.0033
## Tennessee 0.0051 0.0056 0.0046 0.0044
## Texas 0.0067 0.0036 0.0049 0.0046
## Utah 0.0062 0.0031 0.0046 0.0044
## Vermont 0.0056 0.0036 0.0046 0.0079
## Virginia 0.0033 0.0044 0.0056 0.0064
## Washington 0.0031 0.0062 0.0054 0.0041
## West Virginia 0.0054 0.0056 0.0044 0.0054
## Wisconsin 0.0056 0.0026 0.0062 0.0049
## Wyoming 0.0051 0.0046 0.0028 0.0056
##
## ======================================
## Probabilidad conjunta P( Location , Review Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3
## Alabama 0.0000 0.0023 0.0003 0.0010 0.0003 0.0005 0.0010 0.0015 0.0008
## Alaska 0.0008 0.0003 0.0008 0.0003 0.0015 0.0005 0.0003 0.0008 0.0008
## Arizona 0.0003 0.0013 0.0010 0.0003 0.0010 0.0003 0.0010 0.0010 0.0003
## Arkansas 0.0003 0.0010 0.0008 0.0013 0.0010 0.0005 0.0010 0.0003 0.0008
## California 0.0005 0.0003 0.0008 0.0000 0.0005 0.0018 0.0010 0.0015 0.0010
## Colorado 0.0003 0.0008 0.0013 0.0000 0.0013 0.0008 0.0015 0.0003 0.0005
## Connecticut 0.0003 0.0010 0.0018 0.0013 0.0008 0.0005 0.0010 0.0000 0.0000
## Delaware 0.0005 0.0013 0.0008 0.0005 0.0003 0.0008 0.0005 0.0013 0.0018
## Florida 0.0005 0.0008 0.0005 0.0005 0.0013 0.0005 0.0005 0.0013 0.0010
## Georgia 0.0003 0.0010 0.0015 0.0010 0.0010 0.0013 0.0008 0.0003 0.0015
## Hawaii 0.0003 0.0010 0.0003 0.0008 0.0010 0.0010 0.0013 0.0005 0.0003
## Idaho 0.0003 0.0003 0.0015 0.0008 0.0008 0.0008 0.0015 0.0005 0.0008
## Illinois 0.0000 0.0018 0.0010 0.0010 0.0013 0.0010 0.0010 0.0015 0.0005
## Indiana 0.0000 0.0008 0.0008 0.0010 0.0008 0.0008 0.0003 0.0010 0.0008
## Iowa 0.0000 0.0005 0.0008 0.0003 0.0003 0.0010 0.0005 0.0010 0.0013
## Kansas 0.0005 0.0003 0.0005 0.0000 0.0008 0.0005 0.0005 0.0010 0.0008
## Kentucky 0.0000 0.0008 0.0003 0.0018 0.0005 0.0008 0.0005 0.0008 0.0003
## Louisiana 0.0005 0.0005 0.0018 0.0005 0.0013 0.0010 0.0013 0.0003 0.0010
## Maine 0.0000 0.0010 0.0008 0.0008 0.0005 0.0008 0.0010 0.0010 0.0005
## Maryland 0.0003 0.0008 0.0008 0.0005 0.0008 0.0010 0.0008 0.0010 0.0008
## Massachusetts 0.0005 0.0008 0.0000 0.0003 0.0013 0.0005 0.0013 0.0003 0.0010
## Michigan 0.0005 0.0010 0.0005 0.0008 0.0013 0.0003 0.0000 0.0005 0.0005
## Minnesota 0.0003 0.0003 0.0000 0.0008 0.0010 0.0010 0.0015 0.0010 0.0015
## Mississippi 0.0000 0.0008 0.0010 0.0008 0.0008 0.0015 0.0003 0.0003 0.0008
## Missouri 0.0003 0.0013 0.0005 0.0000 0.0003 0.0013 0.0015 0.0005 0.0013
## Montana 0.0005 0.0008 0.0008 0.0003 0.0013 0.0010 0.0008 0.0010 0.0005
## Nebraska 0.0003 0.0013 0.0003 0.0021 0.0003 0.0008 0.0010 0.0005 0.0018
## Nevada 0.0000 0.0015 0.0005 0.0010 0.0010 0.0013 0.0010 0.0013 0.0010
## New Hampshire 0.0000 0.0010 0.0013 0.0010 0.0008 0.0018 0.0003 0.0008 0.0005
## New Jersey 0.0000 0.0000 0.0005 0.0005 0.0018 0.0003 0.0010 0.0010 0.0005
## New Mexico 0.0000 0.0010 0.0010 0.0013 0.0005 0.0010 0.0013 0.0003 0.0010
## New York 0.0003 0.0005 0.0018 0.0005 0.0005 0.0013 0.0010 0.0013 0.0015
## North Carolina 0.0010 0.0005 0.0005 0.0000 0.0008 0.0003 0.0015 0.0015 0.0005
## North Dakota 0.0000 0.0005 0.0010 0.0003 0.0010 0.0015 0.0005 0.0010 0.0008
## Ohio 0.0005 0.0008 0.0005 0.0005 0.0005 0.0008 0.0000 0.0008 0.0010
## Oklahoma 0.0015 0.0021 0.0003 0.0013 0.0003 0.0003 0.0013 0.0000 0.0000
## Oregon 0.0000 0.0005 0.0010 0.0008 0.0008 0.0005 0.0003 0.0008 0.0008
## Pennsylvania 0.0008 0.0008 0.0005 0.0005 0.0000 0.0010 0.0005 0.0013 0.0005
## Rhode Island 0.0000 0.0010 0.0008 0.0008 0.0010 0.0003 0.0005 0.0005 0.0005
## South Carolina 0.0003 0.0005 0.0013 0.0013 0.0008 0.0005 0.0008 0.0008 0.0005
## South Dakota 0.0008 0.0000 0.0008 0.0008 0.0018 0.0003 0.0003 0.0010 0.0010
## Tennessee 0.0003 0.0015 0.0000 0.0008 0.0008 0.0013 0.0010 0.0003 0.0000
## Texas 0.0003 0.0003 0.0003 0.0003 0.0008 0.0008 0.0013 0.0008 0.0008
## Utah 0.0003 0.0010 0.0010 0.0005 0.0005 0.0010 0.0000 0.0005 0.0000
## Vermont 0.0005 0.0005 0.0005 0.0010 0.0008 0.0015 0.0005 0.0005 0.0008
## Virginia 0.0005 0.0008 0.0013 0.0003 0.0008 0.0010 0.0008 0.0013 0.0003
## Washington 0.0008 0.0003 0.0018 0.0000 0.0010 0.0005 0.0005 0.0000 0.0013
## West Virginia 0.0003 0.0003 0.0013 0.0021 0.0018 0.0005 0.0015 0.0005 0.0010
## Wisconsin 0.0003 0.0003 0.0005 0.0005 0.0013 0.0008 0.0003 0.0008 0.0013
## Wyoming 0.0010 0.0013 0.0000 0.0005 0.0013 0.0005 0.0003 0.0010 0.0005
##
## 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2
## Alabama 0.0008 0.0005 0.0005 0.0010 0.0010 0.0003 0.0005 0.0018 0.0018
## Alaska 0.0013 0.0010 0.0000 0.0003 0.0003 0.0013 0.0000 0.0005 0.0015
## Arizona 0.0008 0.0000 0.0005 0.0010 0.0008 0.0003 0.0008 0.0000 0.0008
## Arkansas 0.0015 0.0008 0.0000 0.0008 0.0005 0.0010 0.0013 0.0008 0.0005
## California 0.0013 0.0010 0.0010 0.0010 0.0005 0.0008 0.0018 0.0003 0.0010
## Colorado 0.0013 0.0003 0.0003 0.0010 0.0008 0.0005 0.0010 0.0008 0.0015
## Connecticut 0.0010 0.0010 0.0003 0.0013 0.0005 0.0013 0.0005 0.0013 0.0005
## Delaware 0.0008 0.0005 0.0018 0.0005 0.0000 0.0008 0.0013 0.0003 0.0010
## Florida 0.0008 0.0000 0.0010 0.0003 0.0008 0.0005 0.0010 0.0008 0.0008
## Georgia 0.0003 0.0005 0.0010 0.0008 0.0010 0.0005 0.0018 0.0003 0.0010
## Hawaii 0.0010 0.0005 0.0005 0.0010 0.0000 0.0003 0.0008 0.0005 0.0018
## Idaho 0.0010 0.0015 0.0008 0.0005 0.0005 0.0013 0.0015 0.0010 0.0021
## Illinois 0.0013 0.0008 0.0013 0.0013 0.0010 0.0008 0.0003 0.0003 0.0013
## Indiana 0.0005 0.0013 0.0008 0.0010 0.0010 0.0013 0.0008 0.0010 0.0003
## Iowa 0.0005 0.0003 0.0008 0.0003 0.0010 0.0005 0.0005 0.0015 0.0000
## Kansas 0.0005 0.0010 0.0005 0.0010 0.0005 0.0005 0.0008 0.0003 0.0013
## Kentucky 0.0008 0.0013 0.0018 0.0010 0.0015 0.0008 0.0003 0.0005 0.0010
## Louisiana 0.0008 0.0008 0.0005 0.0003 0.0005 0.0005 0.0013 0.0005 0.0005
## Maine 0.0005 0.0008 0.0005 0.0003 0.0005 0.0008 0.0013 0.0010 0.0005
## Maryland 0.0013 0.0008 0.0005 0.0018 0.0010 0.0003 0.0013 0.0003 0.0008
## Massachusetts 0.0013 0.0008 0.0010 0.0010 0.0013 0.0008 0.0008 0.0005 0.0008
## Michigan 0.0005 0.0013 0.0005 0.0008 0.0003 0.0010 0.0005 0.0005 0.0010
## Minnesota 0.0008 0.0013 0.0008 0.0013 0.0015 0.0010 0.0005 0.0013 0.0010
## Mississippi 0.0013 0.0008 0.0005 0.0008 0.0013 0.0008 0.0018 0.0008 0.0015
## Missouri 0.0005 0.0018 0.0010 0.0013 0.0005 0.0003 0.0010 0.0008 0.0003
## Montana 0.0013 0.0003 0.0015 0.0008 0.0013 0.0015 0.0018 0.0010 0.0013
## Nebraska 0.0010 0.0005 0.0010 0.0010 0.0005 0.0013 0.0008 0.0005 0.0008
## Nevada 0.0005 0.0010 0.0008 0.0015 0.0005 0.0003 0.0010 0.0005 0.0008
## New Hampshire 0.0008 0.0010 0.0013 0.0003 0.0013 0.0008 0.0003 0.0005 0.0005
## New Jersey 0.0005 0.0005 0.0013 0.0005 0.0008 0.0010 0.0003 0.0015 0.0005
## New Mexico 0.0010 0.0013 0.0005 0.0005 0.0005 0.0008 0.0010 0.0005 0.0005
## New York 0.0005 0.0005 0.0010 0.0008 0.0003 0.0015 0.0005 0.0010 0.0005
## North Carolina 0.0008 0.0005 0.0005 0.0005 0.0008 0.0008 0.0010 0.0005 0.0005
## North Dakota 0.0010 0.0005 0.0010 0.0015 0.0010 0.0008 0.0013 0.0005 0.0013
## Ohio 0.0005 0.0010 0.0008 0.0021 0.0005 0.0010 0.0003 0.0013 0.0013
## Oklahoma 0.0013 0.0013 0.0003 0.0008 0.0010 0.0008 0.0010 0.0005 0.0005
## Oregon 0.0015 0.0005 0.0008 0.0010 0.0010 0.0008 0.0013 0.0008 0.0010
## Pennsylvania 0.0005 0.0005 0.0003 0.0013 0.0021 0.0005 0.0010 0.0003 0.0013
## Rhode Island 0.0013 0.0005 0.0005 0.0008 0.0005 0.0003 0.0010 0.0003 0.0013
## South Carolina 0.0015 0.0005 0.0005 0.0003 0.0008 0.0008 0.0005 0.0005 0.0008
## South Dakota 0.0008 0.0010 0.0008 0.0005 0.0000 0.0008 0.0013 0.0015 0.0005
## Tennessee 0.0018 0.0008 0.0005 0.0003 0.0000 0.0010 0.0010 0.0018 0.0008
## Texas 0.0010 0.0015 0.0005 0.0003 0.0008 0.0010 0.0005 0.0008 0.0003
## Utah 0.0008 0.0015 0.0021 0.0005 0.0005 0.0018 0.0013 0.0008 0.0008
## Vermont 0.0018 0.0013 0.0005 0.0008 0.0010 0.0026 0.0008 0.0005 0.0005
## Virginia 0.0015 0.0003 0.0008 0.0005 0.0005 0.0005 0.0018 0.0005 0.0013
## Washington 0.0005 0.0005 0.0010 0.0000 0.0005 0.0008 0.0005 0.0013 0.0013
## West Virginia 0.0008 0.0005 0.0008 0.0010 0.0005 0.0010 0.0010 0.0010 0.0003
## Wisconsin 0.0000 0.0005 0.0008 0.0005 0.0003 0.0010 0.0013 0.0010 0.0005
## Wyoming 0.0013 0.0010 0.0003 0.0005 0.0008 0.0005 0.0005 0.0010 0.0003
##
## 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0
## Alabama 0.0015 0.0008 0.0008 0.0003 0.0013 0.0010 0.0008 0.0005
## Alaska 0.0008 0.0005 0.0010 0.0018 0.0008 0.0008 0.0000 0.0008
## Arizona 0.0008 0.0015 0.0003 0.0013 0.0003 0.0005 0.0008 0.0000
## Arkansas 0.0010 0.0008 0.0010 0.0010 0.0008 0.0005 0.0008 0.0003
## California 0.0010 0.0010 0.0010 0.0008 0.0021 0.0003 0.0010 0.0010
## Colorado 0.0008 0.0008 0.0005 0.0003 0.0013 0.0010 0.0005 0.0000
## Connecticut 0.0003 0.0013 0.0010 0.0008 0.0005 0.0008 0.0008 0.0003
## Delaware 0.0010 0.0005 0.0010 0.0010 0.0008 0.0010 0.0015 0.0005
## Florida 0.0005 0.0008 0.0008 0.0015 0.0003 0.0005 0.0003 0.0000
## Georgia 0.0000 0.0013 0.0005 0.0003 0.0005 0.0005 0.0008 0.0005
## Hawaii 0.0005 0.0000 0.0008 0.0005 0.0008 0.0003 0.0008 0.0003
## Idaho 0.0008 0.0013 0.0008 0.0010 0.0005 0.0005 0.0008 0.0008
## Illinois 0.0010 0.0010 0.0008 0.0008 0.0008 0.0005 0.0010 0.0003
## Indiana 0.0005 0.0000 0.0010 0.0005 0.0015 0.0008 0.0013 0.0005
## Iowa 0.0008 0.0021 0.0010 0.0003 0.0008 0.0013 0.0005 0.0000
## Kansas 0.0010 0.0005 0.0005 0.0005 0.0005 0.0008 0.0008 0.0003
## Kentucky 0.0013 0.0005 0.0008 0.0010 0.0003 0.0005 0.0008 0.0005
## Louisiana 0.0003 0.0008 0.0010 0.0018 0.0013 0.0008 0.0010 0.0008
## Maine 0.0013 0.0008 0.0010 0.0008 0.0000 0.0013 0.0013 0.0008
## Maryland 0.0010 0.0010 0.0005 0.0018 0.0008 0.0008 0.0008 0.0008
## Massachusetts 0.0000 0.0005 0.0005 0.0010 0.0010 0.0008 0.0003 0.0003
## Michigan 0.0015 0.0008 0.0005 0.0008 0.0008 0.0015 0.0008 0.0003
## Minnesota 0.0003 0.0013 0.0013 0.0008 0.0005 0.0005 0.0008 0.0003
## Mississippi 0.0003 0.0005 0.0008 0.0005 0.0013 0.0005 0.0008 0.0003
## Missouri 0.0015 0.0010 0.0003 0.0005 0.0005 0.0013 0.0013 0.0000
## Montana 0.0005 0.0008 0.0005 0.0021 0.0008 0.0010 0.0005 0.0008
## Nebraska 0.0008 0.0010 0.0005 0.0010 0.0010 0.0013 0.0010 0.0000
## Nevada 0.0003 0.0015 0.0010 0.0008 0.0010 0.0005 0.0010 0.0005
## New Hampshire 0.0003 0.0005 0.0000 0.0008 0.0008 0.0008 0.0008 0.0003
## New Jersey 0.0005 0.0008 0.0005 0.0010 0.0003 0.0008 0.0005 0.0003
## New Mexico 0.0008 0.0013 0.0010 0.0005 0.0010 0.0010 0.0008 0.0003
## New York 0.0008 0.0005 0.0013 0.0010 0.0008 0.0008 0.0015 0.0003
## North Carolina 0.0013 0.0008 0.0010 0.0013 0.0015 0.0003 0.0010 0.0003
## North Dakota 0.0015 0.0003 0.0003 0.0018 0.0003 0.0005 0.0010 0.0000
## Ohio 0.0010 0.0003 0.0005 0.0008 0.0010 0.0005 0.0010 0.0005
## Oklahoma 0.0003 0.0015 0.0005 0.0005 0.0000 0.0008 0.0013 0.0000
## Oregon 0.0005 0.0005 0.0008 0.0013 0.0003 0.0005 0.0008 0.0003
## Pennsylvania 0.0005 0.0008 0.0003 0.0008 0.0013 0.0013 0.0005 0.0000
## Rhode Island 0.0005 0.0008 0.0003 0.0000 0.0005 0.0005 0.0013 0.0005
## South Carolina 0.0013 0.0008 0.0010 0.0005 0.0003 0.0008 0.0018 0.0003
## South Dakota 0.0003 0.0008 0.0005 0.0005 0.0013 0.0000 0.0008 0.0000
## Tennessee 0.0010 0.0005 0.0003 0.0013 0.0003 0.0008 0.0008 0.0010
## Texas 0.0005 0.0010 0.0003 0.0021 0.0008 0.0005 0.0021 0.0005
## Utah 0.0003 0.0000 0.0008 0.0010 0.0003 0.0008 0.0000 0.0003
## Vermont 0.0008 0.0005 0.0005 0.0008 0.0010 0.0010 0.0008 0.0000
## Virginia 0.0005 0.0010 0.0010 0.0003 0.0003 0.0008 0.0010 0.0003
## Washington 0.0008 0.0008 0.0003 0.0010 0.0013 0.0010 0.0003 0.0008
## West Virginia 0.0010 0.0008 0.0008 0.0005 0.0008 0.0003 0.0003 0.0003
## Wisconsin 0.0008 0.0013 0.0015 0.0008 0.0008 0.0008 0.0013 0.0003
## Wyoming 0.0013 0.0005 0.0008 0.0008 0.0008 0.0008 0.0005 0.0003
##
## ======================================
## Probabilidad conjunta P( Location , Subscription Status )
##
## No Yes
## Alabama 0.0172 0.0056
## Alaska 0.0138 0.0046
## Arizona 0.0126 0.0041
## Arkansas 0.0151 0.0051
## California 0.0169 0.0074
## Colorado 0.0138 0.0054
## Connecticut 0.0159 0.0041
## Delaware 0.0149 0.0072
## Florida 0.0121 0.0054
## Georgia 0.0144 0.0059
## Hawaii 0.0118 0.0049
## Idaho 0.0190 0.0049
## Illinois 0.0179 0.0056
## Indiana 0.0149 0.0054
## Iowa 0.0123 0.0054
## Kansas 0.0141 0.0021
## Kentucky 0.0136 0.0067
## Louisiana 0.0151 0.0064
## Maine 0.0149 0.0049
## Maryland 0.0169 0.0051
## Massachusetts 0.0126 0.0059
## Michigan 0.0146 0.0041
## Minnesota 0.0159 0.0067
## Mississippi 0.0151 0.0054
## Missouri 0.0138 0.0069
## Montana 0.0182 0.0064
## Nebraska 0.0159 0.0064
## Nevada 0.0146 0.0077
## New Hampshire 0.0138 0.0044
## New Jersey 0.0131 0.0041
## New Mexico 0.0151 0.0056
## New York 0.0169 0.0054
## North Carolina 0.0144 0.0056
## North Dakota 0.0151 0.0062
## Ohio 0.0144 0.0054
## Oklahoma 0.0128 0.0064
## Oregon 0.0144 0.0046
## Pennsylvania 0.0136 0.0054
## Rhode Island 0.0113 0.0049
## South Carolina 0.0126 0.0069
## South Dakota 0.0136 0.0044
## Tennessee 0.0162 0.0036
## Texas 0.0159 0.0038
## Utah 0.0131 0.0051
## Vermont 0.0164 0.0054
## Virginia 0.0136 0.0062
## Washington 0.0133 0.0054
## West Virginia 0.0136 0.0072
## Wisconsin 0.0159 0.0033
## Wyoming 0.0131 0.0051
##
## ======================================
## Probabilidad conjunta P( Location , Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Alabama 0.0056 0.0031 0.0036 0.0026 0.0038 0.0041
## Alaska 0.0031 0.0033 0.0031 0.0033 0.0021 0.0036
## Arizona 0.0028 0.0031 0.0026 0.0033 0.0023 0.0026
## Arkansas 0.0031 0.0031 0.0033 0.0041 0.0038 0.0028
## California 0.0046 0.0046 0.0038 0.0038 0.0033 0.0041
## Colorado 0.0031 0.0044 0.0021 0.0044 0.0028 0.0026
## Connecticut 0.0031 0.0028 0.0036 0.0033 0.0028 0.0044
## Delaware 0.0026 0.0046 0.0036 0.0028 0.0033 0.0051
## Florida 0.0023 0.0028 0.0031 0.0031 0.0023 0.0038
## Georgia 0.0028 0.0028 0.0038 0.0023 0.0033 0.0051
## Hawaii 0.0031 0.0028 0.0023 0.0023 0.0036 0.0026
## Idaho 0.0046 0.0041 0.0028 0.0046 0.0049 0.0028
## Illinois 0.0033 0.0044 0.0049 0.0049 0.0033 0.0028
## Indiana 0.0028 0.0028 0.0033 0.0033 0.0046 0.0033
## Iowa 0.0028 0.0023 0.0038 0.0031 0.0028 0.0028
## Kansas 0.0026 0.0031 0.0031 0.0015 0.0038 0.0021
## Kentucky 0.0036 0.0026 0.0044 0.0038 0.0033 0.0026
## Louisiana 0.0038 0.0028 0.0033 0.0041 0.0033 0.0041
## Maine 0.0033 0.0026 0.0028 0.0036 0.0038 0.0036
## Maryland 0.0023 0.0059 0.0036 0.0051 0.0023 0.0028
## Massachusetts 0.0028 0.0044 0.0033 0.0021 0.0036 0.0023
## Michigan 0.0038 0.0033 0.0033 0.0018 0.0036 0.0028
## Minnesota 0.0033 0.0046 0.0033 0.0044 0.0036 0.0033
## Mississippi 0.0036 0.0023 0.0044 0.0033 0.0036 0.0033
## Missouri 0.0026 0.0026 0.0038 0.0033 0.0049 0.0036
## Montana 0.0046 0.0036 0.0046 0.0051 0.0046 0.0021
## Nebraska 0.0044 0.0036 0.0026 0.0031 0.0041 0.0046
## Nevada 0.0046 0.0038 0.0038 0.0041 0.0023 0.0036
## New Hampshire 0.0018 0.0036 0.0046 0.0031 0.0028 0.0023
## New Jersey 0.0028 0.0036 0.0028 0.0031 0.0028 0.0021
## New Mexico 0.0033 0.0056 0.0046 0.0026 0.0018 0.0028
## New York 0.0036 0.0046 0.0038 0.0031 0.0028 0.0044
## North Carolina 0.0021 0.0036 0.0038 0.0051 0.0021 0.0033
## North Dakota 0.0041 0.0031 0.0044 0.0044 0.0026 0.0028
## Ohio 0.0054 0.0038 0.0028 0.0018 0.0033 0.0026
## Oklahoma 0.0044 0.0031 0.0031 0.0028 0.0036 0.0023
## Oregon 0.0015 0.0031 0.0049 0.0021 0.0038 0.0036
## Pennsylvania 0.0026 0.0036 0.0038 0.0015 0.0031 0.0044
## Rhode Island 0.0041 0.0023 0.0033 0.0028 0.0013 0.0023
## South Carolina 0.0033 0.0021 0.0036 0.0038 0.0036 0.0031
## South Dakota 0.0028 0.0026 0.0023 0.0023 0.0041 0.0038
## Tennessee 0.0021 0.0023 0.0051 0.0038 0.0031 0.0033
## Texas 0.0041 0.0031 0.0028 0.0033 0.0031 0.0033
## Utah 0.0015 0.0015 0.0051 0.0031 0.0026 0.0044
## Vermont 0.0028 0.0031 0.0044 0.0031 0.0038 0.0046
## Virginia 0.0021 0.0033 0.0033 0.0023 0.0051 0.0036
## Washington 0.0015 0.0023 0.0044 0.0031 0.0031 0.0044
## West Virginia 0.0036 0.0044 0.0033 0.0026 0.0038 0.0031
## Wisconsin 0.0046 0.0033 0.0023 0.0031 0.0026 0.0033
## Wyoming 0.0028 0.0021 0.0036 0.0028 0.0026 0.0044
##
## ======================================
## Probabilidad conjunta P( Location , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Alabama 0.0041 0.0051 0.0023 0.0044 0.0021
## Alaska 0.0033 0.0033 0.0036 0.0021 0.0044
## Arizona 0.0026 0.0031 0.0026 0.0028 0.0026
## Arkansas 0.0031 0.0041 0.0036 0.0044 0.0028
## California 0.0036 0.0041 0.0041 0.0051 0.0041
## Colorado 0.0031 0.0010 0.0033 0.0036 0.0036
## Connecticut 0.0041 0.0028 0.0015 0.0046 0.0031
## Delaware 0.0036 0.0036 0.0051 0.0041 0.0023
## Florida 0.0026 0.0036 0.0044 0.0021 0.0033
## Georgia 0.0033 0.0033 0.0046 0.0023 0.0021
## Hawaii 0.0018 0.0033 0.0026 0.0028 0.0026
## Idaho 0.0038 0.0036 0.0041 0.0041 0.0036
## Illinois 0.0033 0.0044 0.0036 0.0023 0.0038
## Indiana 0.0033 0.0036 0.0031 0.0026 0.0026
## Iowa 0.0018 0.0036 0.0026 0.0023 0.0031
## Kansas 0.0023 0.0031 0.0031 0.0028 0.0026
## Kentucky 0.0023 0.0051 0.0031 0.0031 0.0033
## Louisiana 0.0031 0.0033 0.0036 0.0051 0.0036
## Maine 0.0023 0.0044 0.0051 0.0021 0.0033
## Maryland 0.0046 0.0033 0.0038 0.0038 0.0046
## Massachusetts 0.0036 0.0015 0.0021 0.0049 0.0036
## Michigan 0.0031 0.0026 0.0038 0.0023 0.0041
## Minnesota 0.0038 0.0038 0.0033 0.0038 0.0041
## Mississippi 0.0041 0.0026 0.0038 0.0033 0.0028
## Missouri 0.0021 0.0041 0.0033 0.0033 0.0049
## Montana 0.0049 0.0018 0.0056 0.0038 0.0044
## Nebraska 0.0031 0.0041 0.0031 0.0031 0.0041
## Nevada 0.0038 0.0028 0.0044 0.0046 0.0041
## New Hampshire 0.0031 0.0033 0.0028 0.0028 0.0023
## New Jersey 0.0028 0.0031 0.0026 0.0028 0.0031
## New Mexico 0.0031 0.0033 0.0038 0.0041 0.0031
## New York 0.0036 0.0033 0.0051 0.0038 0.0038
## North Carolina 0.0036 0.0021 0.0038 0.0033 0.0033
## North Dakota 0.0036 0.0049 0.0046 0.0023 0.0031
## Ohio 0.0046 0.0018 0.0033 0.0028 0.0028
## Oklahoma 0.0013 0.0044 0.0021 0.0036 0.0033
## Oregon 0.0049 0.0031 0.0028 0.0033 0.0031
## Pennsylvania 0.0036 0.0031 0.0038 0.0036 0.0028
## Rhode Island 0.0018 0.0031 0.0018 0.0028 0.0036
## South Carolina 0.0033 0.0036 0.0031 0.0036 0.0036
## South Dakota 0.0038 0.0036 0.0018 0.0028 0.0031
## Tennessee 0.0044 0.0026 0.0031 0.0031 0.0033
## Texas 0.0018 0.0031 0.0049 0.0028 0.0031
## Utah 0.0021 0.0026 0.0041 0.0038 0.0038
## Vermont 0.0044 0.0028 0.0033 0.0036 0.0051
## Virginia 0.0023 0.0044 0.0036 0.0023 0.0044
## Washington 0.0033 0.0031 0.0036 0.0033 0.0023
## West Virginia 0.0038 0.0033 0.0038 0.0036 0.0023
## Wisconsin 0.0031 0.0028 0.0033 0.0031 0.0041
## Wyoming 0.0021 0.0033 0.0026 0.0031 0.0028
##
## Store Pickup
## Alabama 0.0049
## Alaska 0.0018
## Arizona 0.0031
## Arkansas 0.0023
## California 0.0033
## Colorado 0.0046
## Connecticut 0.0038
## Delaware 0.0033
## Florida 0.0015
## Georgia 0.0046
## Hawaii 0.0036
## Idaho 0.0046
## Illinois 0.0062
## Indiana 0.0051
## Iowa 0.0044
## Kansas 0.0023
## Kentucky 0.0033
## Louisiana 0.0028
## Maine 0.0026
## Maryland 0.0018
## Massachusetts 0.0028
## Michigan 0.0028
## Minnesota 0.0036
## Mississippi 0.0038
## Missouri 0.0031
## Montana 0.0041
## Nebraska 0.0049
## Nevada 0.0026
## New Hampshire 0.0038
## New Jersey 0.0028
## New Mexico 0.0033
## New York 0.0026
## North Carolina 0.0038
## North Dakota 0.0028
## Ohio 0.0044
## Oklahoma 0.0046
## Oregon 0.0018
## Pennsylvania 0.0021
## Rhode Island 0.0031
## South Carolina 0.0023
## South Dakota 0.0028
## Tennessee 0.0033
## Texas 0.0041
## Utah 0.0018
## Vermont 0.0026
## Virginia 0.0028
## Washington 0.0031
## West Virginia 0.0038
## Wisconsin 0.0028
## Wyoming 0.0044
##
## ======================================
## Probabilidad conjunta P( Location , Discount Applied )
##
## No Yes
## Alabama 0.0136 0.0092
## Alaska 0.0110 0.0074
## Arizona 0.0110 0.0056
## Arkansas 0.0108 0.0095
## California 0.0141 0.0103
## Colorado 0.0113 0.0079
## Connecticut 0.0133 0.0067
## Delaware 0.0121 0.0100
## Florida 0.0095 0.0079
## Georgia 0.0121 0.0082
## Hawaii 0.0085 0.0082
## Idaho 0.0141 0.0097
## Illinois 0.0141 0.0095
## Indiana 0.0087 0.0115
## Iowa 0.0085 0.0092
## Kansas 0.0123 0.0038
## Kentucky 0.0115 0.0087
## Louisiana 0.0126 0.0090
## Maine 0.0128 0.0069
## Maryland 0.0123 0.0097
## Massachusetts 0.0095 0.0090
## Michigan 0.0113 0.0074
## Minnesota 0.0126 0.0100
## Mississippi 0.0108 0.0097
## Missouri 0.0105 0.0103
## Montana 0.0154 0.0092
## Nebraska 0.0128 0.0095
## Nevada 0.0118 0.0105
## New Hampshire 0.0103 0.0079
## New Jersey 0.0103 0.0069
## New Mexico 0.0115 0.0092
## New York 0.0131 0.0092
## North Carolina 0.0110 0.0090
## North Dakota 0.0115 0.0097
## Ohio 0.0110 0.0087
## Oklahoma 0.0100 0.0092
## Oregon 0.0092 0.0097
## Pennsylvania 0.0105 0.0085
## Rhode Island 0.0097 0.0064
## South Carolina 0.0097 0.0097
## South Dakota 0.0113 0.0067
## Tennessee 0.0126 0.0072
## Texas 0.0126 0.0072
## Utah 0.0097 0.0085
## Vermont 0.0133 0.0085
## Virginia 0.0123 0.0074
## Washington 0.0105 0.0082
## West Virginia 0.0105 0.0103
## Wisconsin 0.0100 0.0092
## Wyoming 0.0105 0.0077
##
## ======================================
## Probabilidad conjunta P( Location , Promo Code Used )
##
## No Yes
## Alabama 0.0136 0.0092
## Alaska 0.0110 0.0074
## Arizona 0.0110 0.0056
## Arkansas 0.0108 0.0095
## California 0.0141 0.0103
## Colorado 0.0113 0.0079
## Connecticut 0.0133 0.0067
## Delaware 0.0121 0.0100
## Florida 0.0095 0.0079
## Georgia 0.0121 0.0082
## Hawaii 0.0085 0.0082
## Idaho 0.0141 0.0097
## Illinois 0.0141 0.0095
## Indiana 0.0087 0.0115
## Iowa 0.0085 0.0092
## Kansas 0.0123 0.0038
## Kentucky 0.0115 0.0087
## Louisiana 0.0126 0.0090
## Maine 0.0128 0.0069
## Maryland 0.0123 0.0097
## Massachusetts 0.0095 0.0090
## Michigan 0.0113 0.0074
## Minnesota 0.0126 0.0100
## Mississippi 0.0108 0.0097
## Missouri 0.0105 0.0103
## Montana 0.0154 0.0092
## Nebraska 0.0128 0.0095
## Nevada 0.0118 0.0105
## New Hampshire 0.0103 0.0079
## New Jersey 0.0103 0.0069
## New Mexico 0.0115 0.0092
## New York 0.0131 0.0092
## North Carolina 0.0110 0.0090
## North Dakota 0.0115 0.0097
## Ohio 0.0110 0.0087
## Oklahoma 0.0100 0.0092
## Oregon 0.0092 0.0097
## Pennsylvania 0.0105 0.0085
## Rhode Island 0.0097 0.0064
## South Carolina 0.0097 0.0097
## South Dakota 0.0113 0.0067
## Tennessee 0.0126 0.0072
## Texas 0.0126 0.0072
## Utah 0.0097 0.0085
## Vermont 0.0133 0.0085
## Virginia 0.0123 0.0074
## Washington 0.0105 0.0082
## West Virginia 0.0105 0.0103
## Wisconsin 0.0100 0.0092
## Wyoming 0.0105 0.0077
##
## ======================================
## Probabilidad conjunta P( Location , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Alabama 0.0026 0.0021 0.0044 0.0051 0.0049 0.0038
## Alaska 0.0031 0.0015 0.0046 0.0023 0.0033 0.0036
## Arizona 0.0026 0.0021 0.0031 0.0036 0.0033 0.0021
## Arkansas 0.0038 0.0051 0.0028 0.0023 0.0036 0.0026
## California 0.0018 0.0041 0.0049 0.0044 0.0051 0.0041
## Colorado 0.0036 0.0033 0.0036 0.0033 0.0031 0.0023
## Connecticut 0.0026 0.0044 0.0028 0.0031 0.0044 0.0028
## Delaware 0.0041 0.0033 0.0026 0.0028 0.0036 0.0056
## Florida 0.0028 0.0018 0.0036 0.0031 0.0036 0.0026
## Georgia 0.0036 0.0036 0.0051 0.0033 0.0018 0.0028
## Hawaii 0.0041 0.0036 0.0021 0.0031 0.0021 0.0018
## Idaho 0.0033 0.0036 0.0044 0.0036 0.0054 0.0036
## Illinois 0.0028 0.0051 0.0031 0.0026 0.0028 0.0072
## Indiana 0.0049 0.0038 0.0031 0.0028 0.0028 0.0028
## Iowa 0.0023 0.0038 0.0021 0.0036 0.0023 0.0036
## Kansas 0.0023 0.0031 0.0041 0.0026 0.0026 0.0015
## Kentucky 0.0023 0.0038 0.0031 0.0036 0.0044 0.0031
## Louisiana 0.0031 0.0036 0.0049 0.0033 0.0031 0.0036
## Maine 0.0033 0.0036 0.0036 0.0031 0.0023 0.0038
## Maryland 0.0028 0.0036 0.0049 0.0021 0.0046 0.0041
## Massachusetts 0.0026 0.0046 0.0018 0.0046 0.0031 0.0018
## Michigan 0.0033 0.0033 0.0028 0.0023 0.0038 0.0031
## Minnesota 0.0031 0.0041 0.0028 0.0031 0.0049 0.0046
## Mississippi 0.0021 0.0026 0.0049 0.0038 0.0033 0.0038
## Missouri 0.0049 0.0023 0.0021 0.0044 0.0046 0.0026
## Montana 0.0054 0.0054 0.0023 0.0046 0.0036 0.0033
## Nebraska 0.0041 0.0051 0.0026 0.0031 0.0031 0.0044
## Nevada 0.0026 0.0049 0.0056 0.0031 0.0033 0.0028
## New Hampshire 0.0026 0.0051 0.0021 0.0026 0.0031 0.0028
## New Jersey 0.0026 0.0021 0.0031 0.0031 0.0028 0.0036
## New Mexico 0.0041 0.0018 0.0033 0.0038 0.0044 0.0033
## New York 0.0044 0.0036 0.0044 0.0033 0.0036 0.0031
## North Carolina 0.0038 0.0033 0.0036 0.0041 0.0031 0.0021
## North Dakota 0.0036 0.0041 0.0031 0.0031 0.0033 0.0041
## Ohio 0.0008 0.0028 0.0031 0.0033 0.0051 0.0046
## Oklahoma 0.0038 0.0031 0.0031 0.0026 0.0038 0.0028
## Oregon 0.0031 0.0033 0.0028 0.0033 0.0036 0.0028
## Pennsylvania 0.0031 0.0041 0.0038 0.0013 0.0038 0.0028
## Rhode Island 0.0028 0.0018 0.0026 0.0023 0.0041 0.0026
## South Carolina 0.0023 0.0044 0.0041 0.0021 0.0023 0.0044
## South Dakota 0.0023 0.0033 0.0031 0.0033 0.0026 0.0033
## Tennessee 0.0026 0.0041 0.0026 0.0044 0.0046 0.0015
## Texas 0.0036 0.0026 0.0033 0.0038 0.0038 0.0026
## Utah 0.0023 0.0033 0.0031 0.0026 0.0036 0.0033
## Vermont 0.0038 0.0031 0.0036 0.0038 0.0041 0.0033
## Virginia 0.0015 0.0028 0.0056 0.0038 0.0031 0.0028
## Washington 0.0033 0.0036 0.0026 0.0041 0.0026 0.0026
## West Virginia 0.0041 0.0033 0.0046 0.0015 0.0031 0.0041
## Wisconsin 0.0049 0.0023 0.0028 0.0031 0.0028 0.0033
## Wyoming 0.0018 0.0026 0.0044 0.0051 0.0015 0.0028
##
## ======================================
## Probabilidad conjunta P( Location , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly
## Alabama 0.0023 0.0036 0.0046 0.0041 0.0033
## Alaska 0.0023 0.0015 0.0028 0.0046 0.0023
## Arizona 0.0021 0.0033 0.0026 0.0018 0.0031
## Arkansas 0.0028 0.0033 0.0028 0.0026 0.0023
## California 0.0044 0.0028 0.0038 0.0018 0.0046
## Colorado 0.0028 0.0013 0.0036 0.0038 0.0023
## Connecticut 0.0038 0.0028 0.0031 0.0018 0.0033
## Delaware 0.0018 0.0028 0.0031 0.0038 0.0041
## Florida 0.0038 0.0028 0.0026 0.0018 0.0015
## Georgia 0.0028 0.0028 0.0028 0.0021 0.0021
## Hawaii 0.0021 0.0031 0.0018 0.0021 0.0015
## Idaho 0.0031 0.0028 0.0049 0.0036 0.0041
## Illinois 0.0021 0.0051 0.0033 0.0038 0.0028
## Indiana 0.0036 0.0026 0.0023 0.0033 0.0018
## Iowa 0.0018 0.0021 0.0023 0.0028 0.0026
## Kansas 0.0023 0.0033 0.0015 0.0010 0.0028
## Kentucky 0.0031 0.0041 0.0021 0.0031 0.0031
## Louisiana 0.0026 0.0018 0.0028 0.0031 0.0026
## Maine 0.0031 0.0018 0.0044 0.0036 0.0028
## Maryland 0.0038 0.0036 0.0033 0.0023 0.0033
## Massachusetts 0.0023 0.0033 0.0018 0.0033 0.0033
## Michigan 0.0033 0.0021 0.0033 0.0021 0.0021
## Minnesota 0.0026 0.0021 0.0038 0.0041 0.0046
## Mississippi 0.0026 0.0023 0.0031 0.0036 0.0026
## Missouri 0.0031 0.0028 0.0015 0.0021 0.0023
## Montana 0.0044 0.0028 0.0038 0.0038 0.0026
## Nebraska 0.0041 0.0021 0.0046 0.0046 0.0028
## Nevada 0.0036 0.0038 0.0033 0.0021 0.0038
## New Hampshire 0.0031 0.0021 0.0023 0.0021 0.0036
## New Jersey 0.0023 0.0041 0.0026 0.0015 0.0028
## New Mexico 0.0036 0.0028 0.0031 0.0033 0.0028
## New York 0.0028 0.0036 0.0036 0.0023 0.0044
## North Carolina 0.0023 0.0021 0.0023 0.0028 0.0036
## North Dakota 0.0028 0.0031 0.0044 0.0023 0.0028
## Ohio 0.0031 0.0026 0.0031 0.0046 0.0023
## Oklahoma 0.0028 0.0023 0.0028 0.0018 0.0033
## Oregon 0.0015 0.0038 0.0038 0.0021 0.0023
## Pennsylvania 0.0015 0.0031 0.0041 0.0015 0.0033
## Rhode Island 0.0023 0.0028 0.0023 0.0023 0.0021
## South Carolina 0.0046 0.0031 0.0026 0.0013 0.0026
## South Dakota 0.0033 0.0028 0.0026 0.0026 0.0021
## Tennessee 0.0033 0.0031 0.0013 0.0033 0.0028
## Texas 0.0026 0.0023 0.0031 0.0031 0.0036
## Utah 0.0031 0.0023 0.0036 0.0028 0.0018
## Vermont 0.0033 0.0031 0.0033 0.0026 0.0026
## Virginia 0.0031 0.0026 0.0021 0.0028 0.0023
## Washington 0.0028 0.0023 0.0033 0.0026 0.0026
## West Virginia 0.0026 0.0036 0.0026 0.0026 0.0031
## Wisconsin 0.0038 0.0018 0.0028 0.0033 0.0028
## Wyoming 0.0036 0.0023 0.0023 0.0028 0.0018
##
## Quarterly Weekly
## Alabama 0.0021 0.0028
## Alaska 0.0021 0.0028
## Arizona 0.0023 0.0015
## Arkansas 0.0038 0.0026
## California 0.0031 0.0038
## Colorado 0.0031 0.0023
## Connecticut 0.0028 0.0023
## Delaware 0.0046 0.0018
## Florida 0.0026 0.0023
## Georgia 0.0031 0.0046
## Hawaii 0.0023 0.0038
## Idaho 0.0031 0.0023
## Illinois 0.0031 0.0033
## Indiana 0.0028 0.0038
## Iowa 0.0036 0.0026
## Kansas 0.0026 0.0026
## Kentucky 0.0023 0.0026
## Louisiana 0.0036 0.0051
## Maine 0.0018 0.0023
## Maryland 0.0021 0.0036
## Massachusetts 0.0018 0.0026
## Michigan 0.0038 0.0021
## Minnesota 0.0021 0.0033
## Mississippi 0.0036 0.0028
## Missouri 0.0062 0.0028
## Montana 0.0041 0.0031
## Nebraska 0.0015 0.0026
## Nevada 0.0026 0.0031
## New Hampshire 0.0033 0.0018
## New Jersey 0.0026 0.0013
## New Mexico 0.0023 0.0028
## New York 0.0018 0.0038
## North Carolina 0.0031 0.0038
## North Dakota 0.0038 0.0021
## Ohio 0.0021 0.0021
## Oklahoma 0.0021 0.0041
## Oregon 0.0023 0.0031
## Pennsylvania 0.0023 0.0031
## Rhode Island 0.0021 0.0023
## South Carolina 0.0036 0.0018
## South Dakota 0.0026 0.0021
## Tennessee 0.0026 0.0033
## Texas 0.0026 0.0026
## Utah 0.0028 0.0018
## Vermont 0.0046 0.0023
## Virginia 0.0036 0.0033
## Washington 0.0031 0.0021
## West Virginia 0.0038 0.0026
## Wisconsin 0.0028 0.0018
## Wyoming 0.0023 0.0031
##
## ======================================
## Probabilidad conjunta P( Size , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray Green Indigo
## L 0.0077 0.0136 0.0123 0.0103 0.0082 0.0123 0.0097 0.0103 0.0141 0.0090
## M 0.0172 0.0174 0.0167 0.0167 0.0197 0.0167 0.0169 0.0200 0.0179 0.0187
## S 0.0069 0.0069 0.0074 0.0054 0.0062 0.0090 0.0056 0.0067 0.0059 0.0064
## XL 0.0059 0.0049 0.0026 0.0038 0.0051 0.0046 0.0031 0.0038 0.0054 0.0036
##
## Lavender Magenta Maroon Olive Orange Peach Pink Purple Red Silver
## L 0.0105 0.0082 0.0100 0.0097 0.0108 0.0087 0.0133 0.0100 0.0105 0.0121
## M 0.0167 0.0182 0.0195 0.0221 0.0190 0.0179 0.0162 0.0159 0.0167 0.0203
## S 0.0069 0.0067 0.0077 0.0092 0.0056 0.0077 0.0054 0.0074 0.0062 0.0082
## XL 0.0036 0.0059 0.0033 0.0044 0.0041 0.0038 0.0044 0.0054 0.0046 0.0038
##
## Teal Turquoise Violet White Yellow
## L 0.0138 0.0113 0.0108 0.0077 0.0151
## M 0.0179 0.0149 0.0223 0.0182 0.0164
## S 0.0074 0.0064 0.0059 0.0054 0.0074
## XL 0.0049 0.0046 0.0036 0.0051 0.0056
##
## ======================================
## Probabilidad conjunta P( Size , Season )
##
## Fall Spring Summer Winter
## L 0.0667 0.0656 0.0659 0.0718
## M 0.1126 0.1159 0.1141 0.1074
## S 0.0441 0.0459 0.0410 0.0390
## XL 0.0267 0.0287 0.0238 0.0308
##
## ======================================
## Probabilidad conjunta P( Size , Review Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4
## L 0.0028 0.0121 0.0085 0.0092 0.0144 0.0126 0.0115 0.0095 0.0110 0.0138
## M 0.0103 0.0179 0.0200 0.0164 0.0195 0.0172 0.0187 0.0172 0.0169 0.0210
## S 0.0015 0.0062 0.0069 0.0067 0.0051 0.0077 0.0064 0.0067 0.0067 0.0072
## XL 0.0023 0.0046 0.0041 0.0026 0.0046 0.0041 0.0036 0.0056 0.0044 0.0046
##
## 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4
## L 0.0113 0.0090 0.0092 0.0103 0.0121 0.0126 0.0097 0.0118 0.0077 0.0105
## M 0.0182 0.0195 0.0215 0.0151 0.0221 0.0203 0.0162 0.0190 0.0169 0.0169
## S 0.0069 0.0059 0.0054 0.0077 0.0059 0.0095 0.0067 0.0087 0.0079 0.0067
## XL 0.0036 0.0038 0.0038 0.0033 0.0018 0.0041 0.0054 0.0044 0.0051 0.0064
##
## 4.5 4.6 4.7 4.8 4.9 5.0
## L 0.0092 0.0126 0.0110 0.0108 0.0123 0.0046
## M 0.0162 0.0174 0.0159 0.0149 0.0174 0.0074
## S 0.0049 0.0077 0.0054 0.0067 0.0095 0.0036
## XL 0.0054 0.0069 0.0056 0.0046 0.0033 0.0018
##
## ======================================
## Probabilidad conjunta P( Size , Subscription Status )
##
## No Yes
## L 0.1944 0.0756
## M 0.3290 0.1210
## S 0.1254 0.0446
## XL 0.0813 0.0287
##
## ======================================
## Probabilidad conjunta P( Size , Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## L 0.0459 0.0467 0.0482 0.0415 0.0441 0.0436
## M 0.0728 0.0738 0.0823 0.0700 0.0713 0.0797
## S 0.0274 0.0274 0.0274 0.0297 0.0295 0.0285
## XL 0.0159 0.0182 0.0205 0.0210 0.0187 0.0156
##
## ======================================
## Probabilidad conjunta P( Size , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard Store Pickup
## L 0.0438 0.0438 0.0454 0.0459 0.0479 0.0431
## M 0.0733 0.0731 0.0787 0.0744 0.0756 0.0749
## S 0.0279 0.0277 0.0310 0.0279 0.0246 0.0308
## XL 0.0156 0.0210 0.0179 0.0179 0.0195 0.0179
##
## ======================================
## Probabilidad conjunta P( Size , Discount Applied )
##
## No Yes
## L 0.1528 0.1172
## M 0.2597 0.1903
## S 0.0928 0.0772
## XL 0.0646 0.0454
##
## ======================================
## Probabilidad conjunta P( Size , Promo Code Used )
##
## No Yes
## L 0.1528 0.1172
## M 0.2597 0.1903
## S 0.0928 0.0772
## XL 0.0646 0.0454
##
## ======================================
## Probabilidad conjunta P( Size , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## L 0.0423 0.0428 0.0444 0.0482 0.0472 0.0451
## M 0.0718 0.0736 0.0782 0.0718 0.0808 0.0738
## S 0.0256 0.0331 0.0262 0.0269 0.0287 0.0295
## XL 0.0172 0.0223 0.0233 0.0162 0.0169 0.0141
##
## ======================================
## Probabilidad conjunta P( Size , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## L 0.0374 0.0369 0.0433 0.0364 0.0433 0.0379 0.0346
## M 0.0677 0.0636 0.0638 0.0610 0.0615 0.0672 0.0651
## S 0.0236 0.0241 0.0254 0.0262 0.0254 0.0231 0.0223
## XL 0.0179 0.0156 0.0172 0.0154 0.0115 0.0162 0.0162
##
## ======================================
## Probabilidad conjunta P( Color , Season )
##
## Fall Spring Summer Winter
## Beige 0.0087 0.0100 0.0095 0.0095
## Black 0.0108 0.0110 0.0108 0.0103
## Blue 0.0082 0.0100 0.0118 0.0090
## Brown 0.0090 0.0085 0.0085 0.0103
## Charcoal 0.0082 0.0108 0.0092 0.0110
## Cyan 0.0110 0.0108 0.0108 0.0100
## Gold 0.0092 0.0097 0.0077 0.0087
## Gray 0.0113 0.0123 0.0103 0.0069
## Green 0.0095 0.0097 0.0113 0.0128
## Indigo 0.0095 0.0095 0.0082 0.0105
## Lavender 0.0097 0.0082 0.0100 0.0097
## Magenta 0.0128 0.0095 0.0090 0.0077
## Maroon 0.0103 0.0100 0.0090 0.0113
## Olive 0.0121 0.0133 0.0090 0.0110
## Orange 0.0115 0.0100 0.0095 0.0085
## Peach 0.0108 0.0097 0.0062 0.0115
## Pink 0.0090 0.0113 0.0074 0.0115
## Purple 0.0095 0.0110 0.0097 0.0085
## Red 0.0108 0.0079 0.0092 0.0100
## Silver 0.0100 0.0095 0.0151 0.0097
## Teal 0.0103 0.0118 0.0126 0.0095
## Turquoise 0.0069 0.0105 0.0092 0.0105
## Violet 0.0113 0.0115 0.0103 0.0095
## White 0.0069 0.0092 0.0110 0.0092
## Yellow 0.0128 0.0103 0.0097 0.0118
##
## ======================================
## Probabilidad conjunta P( Color , Review Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3
## Beige 0.0005 0.0015 0.0021 0.0015 0.0010 0.0033 0.0021 0.0026 0.0013
## Black 0.0013 0.0010 0.0018 0.0018 0.0013 0.0005 0.0015 0.0026 0.0010
## Blue 0.0018 0.0013 0.0021 0.0018 0.0018 0.0008 0.0021 0.0018 0.0026
## Brown 0.0010 0.0013 0.0015 0.0005 0.0015 0.0008 0.0023 0.0010 0.0021
## Charcoal 0.0010 0.0018 0.0021 0.0021 0.0008 0.0010 0.0008 0.0008 0.0021
## Cyan 0.0005 0.0023 0.0015 0.0026 0.0033 0.0023 0.0008 0.0013 0.0018
## Gold 0.0005 0.0010 0.0018 0.0005 0.0033 0.0018 0.0018 0.0013 0.0018
## Gray 0.0008 0.0021 0.0018 0.0021 0.0010 0.0015 0.0013 0.0008 0.0010
## Green 0.0008 0.0023 0.0005 0.0018 0.0023 0.0013 0.0013 0.0023 0.0028
## Indigo 0.0005 0.0013 0.0015 0.0010 0.0021 0.0026 0.0018 0.0013 0.0023
## Lavender 0.0005 0.0023 0.0021 0.0010 0.0008 0.0021 0.0015 0.0015 0.0005
## Magenta 0.0005 0.0005 0.0021 0.0003 0.0015 0.0013 0.0013 0.0013 0.0015
## Maroon 0.0003 0.0023 0.0010 0.0021 0.0021 0.0008 0.0015 0.0018 0.0008
## Olive 0.0008 0.0028 0.0018 0.0013 0.0015 0.0023 0.0023 0.0013 0.0013
## Orange 0.0005 0.0015 0.0010 0.0023 0.0021 0.0003 0.0021 0.0010 0.0015
## Peach 0.0005 0.0018 0.0013 0.0018 0.0033 0.0018 0.0005 0.0026 0.0008
## Pink 0.0003 0.0021 0.0013 0.0008 0.0010 0.0026 0.0010 0.0013 0.0008
## Purple 0.0005 0.0013 0.0008 0.0021 0.0008 0.0008 0.0005 0.0026 0.0013
## Red 0.0010 0.0018 0.0015 0.0010 0.0015 0.0028 0.0021 0.0015 0.0015
## Silver 0.0003 0.0018 0.0021 0.0013 0.0018 0.0018 0.0028 0.0013 0.0023
## Teal 0.0003 0.0010 0.0010 0.0023 0.0015 0.0031 0.0021 0.0018 0.0021
## Turquoise 0.0008 0.0013 0.0015 0.0010 0.0021 0.0018 0.0008 0.0008 0.0013
## Violet 0.0015 0.0018 0.0023 0.0008 0.0005 0.0021 0.0026 0.0010 0.0023
## White 0.0000 0.0015 0.0010 0.0000 0.0023 0.0013 0.0018 0.0018 0.0013
## Yellow 0.0005 0.0010 0.0021 0.0013 0.0023 0.0010 0.0018 0.0018 0.0010
##
## 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2
## Beige 0.0023 0.0013 0.0015 0.0015 0.0021 0.0018 0.0000 0.0015 0.0010
## Black 0.0015 0.0010 0.0003 0.0010 0.0018 0.0033 0.0033 0.0021 0.0010
## Blue 0.0018 0.0015 0.0013 0.0010 0.0018 0.0010 0.0005 0.0013 0.0018
## Brown 0.0015 0.0018 0.0015 0.0008 0.0018 0.0015 0.0015 0.0018 0.0008
## Charcoal 0.0018 0.0013 0.0010 0.0015 0.0010 0.0015 0.0021 0.0021 0.0015
## Cyan 0.0033 0.0018 0.0023 0.0013 0.0010 0.0028 0.0010 0.0005 0.0013
## Gold 0.0013 0.0023 0.0026 0.0008 0.0008 0.0010 0.0008 0.0015 0.0008
## Gray 0.0010 0.0013 0.0005 0.0013 0.0008 0.0021 0.0015 0.0008 0.0018
## Green 0.0036 0.0023 0.0013 0.0015 0.0015 0.0010 0.0023 0.0015 0.0023
## Indigo 0.0015 0.0018 0.0015 0.0021 0.0013 0.0018 0.0010 0.0003 0.0018
## Lavender 0.0015 0.0015 0.0013 0.0031 0.0010 0.0021 0.0031 0.0005 0.0013
## Magenta 0.0021 0.0023 0.0008 0.0013 0.0026 0.0008 0.0023 0.0023 0.0021
## Maroon 0.0008 0.0013 0.0015 0.0015 0.0021 0.0021 0.0018 0.0010 0.0033
## Olive 0.0018 0.0015 0.0023 0.0023 0.0013 0.0018 0.0026 0.0015 0.0031
## Orange 0.0015 0.0008 0.0018 0.0021 0.0015 0.0005 0.0023 0.0015 0.0013
## Peach 0.0015 0.0013 0.0015 0.0005 0.0010 0.0010 0.0021 0.0018 0.0013
## Pink 0.0018 0.0010 0.0015 0.0023 0.0018 0.0023 0.0023 0.0018 0.0023
## Purple 0.0023 0.0026 0.0013 0.0021 0.0010 0.0010 0.0023 0.0026 0.0013
## Red 0.0005 0.0013 0.0015 0.0013 0.0008 0.0018 0.0026 0.0010 0.0010
## Silver 0.0021 0.0018 0.0013 0.0023 0.0010 0.0018 0.0023 0.0021 0.0033
## Teal 0.0023 0.0028 0.0013 0.0010 0.0018 0.0018 0.0015 0.0015 0.0028
## Turquoise 0.0021 0.0021 0.0018 0.0008 0.0010 0.0015 0.0023 0.0010 0.0021
## Violet 0.0033 0.0010 0.0026 0.0026 0.0015 0.0021 0.0018 0.0023 0.0015
## White 0.0021 0.0015 0.0021 0.0021 0.0021 0.0010 0.0015 0.0005 0.0010
## Yellow 0.0013 0.0008 0.0018 0.0021 0.0021 0.0023 0.0015 0.0031 0.0021
##
## 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0
## Beige 0.0008 0.0013 0.0013 0.0015 0.0013 0.0021 0.0005 0.0000
## Black 0.0015 0.0021 0.0023 0.0023 0.0018 0.0018 0.0013 0.0015
## Blue 0.0021 0.0015 0.0005 0.0018 0.0010 0.0018 0.0021 0.0003
## Brown 0.0018 0.0015 0.0015 0.0023 0.0010 0.0010 0.0013 0.0005
## Charcoal 0.0023 0.0023 0.0018 0.0010 0.0018 0.0021 0.0010 0.0008
## Cyan 0.0021 0.0015 0.0010 0.0023 0.0005 0.0005 0.0021 0.0008
## Gold 0.0018 0.0013 0.0010 0.0010 0.0013 0.0015 0.0013 0.0005
## Gray 0.0023 0.0028 0.0021 0.0015 0.0026 0.0026 0.0033 0.0003
## Green 0.0018 0.0018 0.0013 0.0010 0.0008 0.0015 0.0018 0.0005
## Indigo 0.0008 0.0021 0.0015 0.0018 0.0008 0.0013 0.0013 0.0008
## Lavender 0.0013 0.0010 0.0015 0.0018 0.0015 0.0015 0.0013 0.0000
## Magenta 0.0015 0.0021 0.0013 0.0018 0.0021 0.0018 0.0015 0.0003
## Maroon 0.0008 0.0033 0.0010 0.0021 0.0018 0.0010 0.0021 0.0005
## Olive 0.0013 0.0013 0.0023 0.0013 0.0010 0.0015 0.0023 0.0008
## Orange 0.0023 0.0013 0.0013 0.0010 0.0021 0.0018 0.0033 0.0008
## Peach 0.0005 0.0021 0.0015 0.0026 0.0010 0.0008 0.0026 0.0008
## Pink 0.0015 0.0015 0.0010 0.0018 0.0010 0.0008 0.0021 0.0013
## Purple 0.0013 0.0018 0.0008 0.0021 0.0015 0.0018 0.0005 0.0021
## Red 0.0023 0.0015 0.0018 0.0008 0.0013 0.0015 0.0013 0.0008
## Silver 0.0013 0.0013 0.0013 0.0031 0.0015 0.0013 0.0008 0.0005
## Teal 0.0021 0.0021 0.0010 0.0015 0.0013 0.0018 0.0023 0.0000
## Turquoise 0.0005 0.0010 0.0010 0.0021 0.0015 0.0021 0.0010 0.0021
## Violet 0.0013 0.0008 0.0010 0.0013 0.0026 0.0005 0.0010 0.0005
## White 0.0015 0.0010 0.0023 0.0015 0.0018 0.0008 0.0021 0.0005
## Yellow 0.0010 0.0003 0.0021 0.0033 0.0031 0.0018 0.0026 0.0008
##
## ======================================
## Probabilidad conjunta P( Color , Subscription Status )
##
## No Yes
## Beige 0.0272 0.0105
## Black 0.0333 0.0095
## Blue 0.0290 0.0100
## Brown 0.0277 0.0085
## Charcoal 0.0274 0.0118
## Cyan 0.0305 0.0121
## Gold 0.0277 0.0077
## Gray 0.0297 0.0110
## Green 0.0305 0.0128
## Indigo 0.0277 0.0100
## Lavender 0.0274 0.0103
## Magenta 0.0297 0.0092
## Maroon 0.0303 0.0103
## Olive 0.0310 0.0144
## Orange 0.0282 0.0113
## Peach 0.0300 0.0082
## Pink 0.0308 0.0085
## Purple 0.0267 0.0121
## Red 0.0277 0.0103
## Silver 0.0318 0.0126
## Teal 0.0310 0.0131
## Turquoise 0.0254 0.0118
## Violet 0.0318 0.0108
## White 0.0254 0.0110
## Yellow 0.0321 0.0126
##
## ======================================
## Probabilidad conjunta P( Color , Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Beige 0.0056 0.0067 0.0077 0.0056 0.0054 0.0067
## Black 0.0085 0.0087 0.0056 0.0059 0.0072 0.0069
## Blue 0.0059 0.0064 0.0079 0.0056 0.0056 0.0074
## Brown 0.0064 0.0041 0.0054 0.0069 0.0064 0.0069
## Charcoal 0.0074 0.0051 0.0062 0.0085 0.0074 0.0046
## Cyan 0.0054 0.0074 0.0085 0.0069 0.0069 0.0074
## Gold 0.0056 0.0062 0.0059 0.0056 0.0056 0.0064
## Gray 0.0059 0.0062 0.0074 0.0062 0.0067 0.0085
## Green 0.0062 0.0082 0.0074 0.0064 0.0069 0.0082
## Indigo 0.0069 0.0069 0.0056 0.0062 0.0062 0.0059
## Lavender 0.0046 0.0064 0.0082 0.0062 0.0064 0.0059
## Magenta 0.0064 0.0046 0.0082 0.0064 0.0069 0.0064
## Maroon 0.0046 0.0067 0.0072 0.0067 0.0059 0.0095
## Olive 0.0077 0.0074 0.0092 0.0059 0.0059 0.0092
## Orange 0.0077 0.0062 0.0082 0.0067 0.0046 0.0062
## Peach 0.0054 0.0082 0.0062 0.0056 0.0079 0.0049
## Pink 0.0062 0.0085 0.0059 0.0072 0.0062 0.0054
## Purple 0.0069 0.0049 0.0062 0.0079 0.0072 0.0056
## Red 0.0069 0.0044 0.0079 0.0067 0.0059 0.0062
## Silver 0.0067 0.0079 0.0087 0.0077 0.0069 0.0064
## Teal 0.0079 0.0092 0.0059 0.0054 0.0097 0.0059
## Turquoise 0.0067 0.0069 0.0074 0.0054 0.0062 0.0046
## Violet 0.0077 0.0074 0.0067 0.0082 0.0069 0.0056
## White 0.0044 0.0046 0.0082 0.0062 0.0054 0.0077
## Yellow 0.0085 0.0069 0.0067 0.0064 0.0072 0.0090
##
## ======================================
## Probabilidad conjunta P( Color , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Beige 0.0069 0.0044 0.0054 0.0077 0.0054
## Black 0.0067 0.0085 0.0069 0.0074 0.0056
## Blue 0.0059 0.0072 0.0064 0.0064 0.0069
## Brown 0.0046 0.0079 0.0054 0.0062 0.0062
## Charcoal 0.0059 0.0054 0.0077 0.0074 0.0072
## Cyan 0.0072 0.0074 0.0082 0.0056 0.0074
## Gold 0.0059 0.0067 0.0067 0.0041 0.0085
## Gray 0.0062 0.0082 0.0074 0.0064 0.0059
## Green 0.0082 0.0069 0.0067 0.0051 0.0100
## Indigo 0.0074 0.0051 0.0079 0.0056 0.0062
## Lavender 0.0056 0.0049 0.0049 0.0090 0.0064
## Magenta 0.0079 0.0046 0.0054 0.0049 0.0074
## Maroon 0.0074 0.0056 0.0077 0.0067 0.0059
## Olive 0.0069 0.0062 0.0067 0.0072 0.0105
## Orange 0.0064 0.0056 0.0079 0.0072 0.0067
## Peach 0.0074 0.0046 0.0059 0.0069 0.0049
## Pink 0.0069 0.0085 0.0064 0.0056 0.0064
## Purple 0.0054 0.0067 0.0062 0.0064 0.0074
## Red 0.0056 0.0074 0.0044 0.0072 0.0056
## Silver 0.0056 0.0077 0.0092 0.0097 0.0067
## Teal 0.0072 0.0072 0.0103 0.0069 0.0062
## Turquoise 0.0046 0.0067 0.0077 0.0072 0.0062
## Violet 0.0059 0.0059 0.0092 0.0079 0.0059
## White 0.0064 0.0069 0.0074 0.0041 0.0041
## Yellow 0.0064 0.0095 0.0051 0.0072 0.0082
##
## Store Pickup
## Beige 0.0079
## Black 0.0077
## Blue 0.0062
## Brown 0.0059
## Charcoal 0.0056
## Cyan 0.0067
## Gold 0.0036
## Gray 0.0067
## Green 0.0064
## Indigo 0.0054
## Lavender 0.0069
## Magenta 0.0087
## Maroon 0.0072
## Olive 0.0079
## Orange 0.0056
## Peach 0.0085
## Pink 0.0054
## Purple 0.0067
## Red 0.0077
## Silver 0.0054
## Teal 0.0064
## Turquoise 0.0049
## Violet 0.0077
## White 0.0074
## Yellow 0.0082
##
## ======================================
## Probabilidad conjunta P( Color , Discount Applied )
##
## No Yes
## Beige 0.0203 0.0174
## Black 0.0249 0.0179
## Blue 0.0236 0.0154
## Brown 0.0226 0.0136
## Charcoal 0.0197 0.0195
## Cyan 0.0241 0.0185
## Gold 0.0215 0.0138
## Gray 0.0244 0.0164
## Green 0.0256 0.0177
## Indigo 0.0205 0.0172
## Lavender 0.0215 0.0162
## Magenta 0.0236 0.0154
## Maroon 0.0241 0.0164
## Olive 0.0251 0.0203
## Orange 0.0215 0.0179
## Peach 0.0238 0.0144
## Pink 0.0251 0.0141
## Purple 0.0213 0.0174
## Red 0.0208 0.0172
## Silver 0.0246 0.0197
## Teal 0.0238 0.0203
## Turquoise 0.0200 0.0172
## Violet 0.0241 0.0185
## White 0.0182 0.0182
## Yellow 0.0251 0.0195
##
## ======================================
## Probabilidad conjunta P( Color , Promo Code Used )
##
## No Yes
## Beige 0.0203 0.0174
## Black 0.0249 0.0179
## Blue 0.0236 0.0154
## Brown 0.0226 0.0136
## Charcoal 0.0197 0.0195
## Cyan 0.0241 0.0185
## Gold 0.0215 0.0138
## Gray 0.0244 0.0164
## Green 0.0256 0.0177
## Indigo 0.0205 0.0172
## Lavender 0.0215 0.0162
## Magenta 0.0236 0.0154
## Maroon 0.0241 0.0164
## Olive 0.0251 0.0203
## Orange 0.0215 0.0179
## Peach 0.0238 0.0144
## Pink 0.0251 0.0141
## Purple 0.0213 0.0174
## Red 0.0208 0.0172
## Silver 0.0246 0.0197
## Teal 0.0238 0.0203
## Turquoise 0.0200 0.0172
## Violet 0.0241 0.0185
## White 0.0182 0.0182
## Yellow 0.0251 0.0195
##
## ======================================
## Probabilidad conjunta P( Color , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Beige 0.0049 0.0059 0.0056 0.0067 0.0074 0.0072
## Black 0.0074 0.0059 0.0079 0.0064 0.0085 0.0067
## Blue 0.0067 0.0079 0.0041 0.0062 0.0079 0.0062
## Brown 0.0051 0.0051 0.0067 0.0056 0.0051 0.0085
## Charcoal 0.0038 0.0087 0.0059 0.0077 0.0054 0.0077
## Cyan 0.0087 0.0087 0.0056 0.0062 0.0072 0.0062
## Gold 0.0085 0.0054 0.0067 0.0056 0.0054 0.0038
## Gray 0.0056 0.0090 0.0069 0.0059 0.0067 0.0067
## Green 0.0051 0.0072 0.0079 0.0064 0.0077 0.0090
## Indigo 0.0046 0.0062 0.0064 0.0085 0.0054 0.0067
## Lavender 0.0059 0.0079 0.0074 0.0051 0.0064 0.0049
## Magenta 0.0051 0.0069 0.0064 0.0074 0.0067 0.0064
## Maroon 0.0082 0.0064 0.0067 0.0072 0.0059 0.0062
## Olive 0.0085 0.0054 0.0087 0.0077 0.0067 0.0085
## Orange 0.0059 0.0064 0.0074 0.0064 0.0087 0.0046
## Peach 0.0077 0.0044 0.0069 0.0067 0.0067 0.0059
## Pink 0.0046 0.0072 0.0092 0.0041 0.0095 0.0046
## Purple 0.0059 0.0074 0.0085 0.0059 0.0046 0.0064
## Red 0.0054 0.0059 0.0054 0.0074 0.0074 0.0064
## Silver 0.0051 0.0082 0.0087 0.0056 0.0105 0.0062
## Teal 0.0074 0.0087 0.0067 0.0090 0.0067 0.0056
## Turquoise 0.0067 0.0064 0.0049 0.0046 0.0079 0.0067
## Violet 0.0062 0.0095 0.0064 0.0062 0.0077 0.0067
## White 0.0056 0.0044 0.0079 0.0069 0.0046 0.0069
## Yellow 0.0082 0.0067 0.0069 0.0077 0.0069 0.0082
##
## ======================================
## Probabilidad conjunta P( Color , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Beige 0.0054 0.0059 0.0041 0.0056 0.0056 0.0069
## Black 0.0067 0.0051 0.0056 0.0054 0.0067 0.0069
## Blue 0.0049 0.0085 0.0062 0.0044 0.0051 0.0059
## Brown 0.0056 0.0028 0.0049 0.0051 0.0069 0.0051
## Charcoal 0.0046 0.0067 0.0064 0.0059 0.0067 0.0044
## Cyan 0.0046 0.0062 0.0067 0.0072 0.0064 0.0049
## Gold 0.0051 0.0036 0.0069 0.0056 0.0054 0.0038
## Gray 0.0049 0.0064 0.0077 0.0059 0.0033 0.0059
## Green 0.0059 0.0072 0.0067 0.0064 0.0046 0.0082
## Indigo 0.0051 0.0056 0.0056 0.0044 0.0059 0.0049
## Lavender 0.0033 0.0069 0.0054 0.0046 0.0049 0.0069
## Magenta 0.0092 0.0036 0.0049 0.0044 0.0049 0.0067
## Maroon 0.0072 0.0049 0.0059 0.0054 0.0044 0.0082
## Olive 0.0072 0.0072 0.0077 0.0064 0.0051 0.0051
## Orange 0.0056 0.0044 0.0072 0.0064 0.0054 0.0049
## Peach 0.0064 0.0049 0.0041 0.0044 0.0074 0.0059
## Pink 0.0056 0.0041 0.0056 0.0044 0.0059 0.0079
## Purple 0.0054 0.0072 0.0051 0.0062 0.0046 0.0051
## Red 0.0049 0.0059 0.0046 0.0046 0.0062 0.0064
## Silver 0.0067 0.0059 0.0077 0.0067 0.0046 0.0062
## Teal 0.0072 0.0059 0.0072 0.0038 0.0082 0.0064
## Turquoise 0.0059 0.0041 0.0038 0.0074 0.0067 0.0036
## Violet 0.0069 0.0077 0.0056 0.0067 0.0059 0.0038
## White 0.0049 0.0044 0.0072 0.0041 0.0059 0.0051
## Yellow 0.0074 0.0054 0.0069 0.0077 0.0051 0.0051
##
## Weekly
## Beige 0.0041
## Black 0.0064
## Blue 0.0041
## Brown 0.0056
## Charcoal 0.0046
## Cyan 0.0067
## Gold 0.0049
## Gray 0.0067
## Green 0.0044
## Indigo 0.0062
## Lavender 0.0056
## Magenta 0.0054
## Maroon 0.0046
## Olive 0.0067
## Orange 0.0056
## Peach 0.0051
## Pink 0.0056
## Purple 0.0051
## Red 0.0054
## Silver 0.0067
## Teal 0.0054
## Turquoise 0.0056
## Violet 0.0059
## White 0.0049
## Yellow 0.0069
##
## ======================================
## Probabilidad conjunta P( Season , Review Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4
## Fall 0.0036 0.0113 0.0095 0.0108 0.0118 0.0105 0.0090 0.0092 0.0095 0.0115
## Spring 0.0044 0.0092 0.0097 0.0077 0.0123 0.0095 0.0113 0.0103 0.0072 0.0115
## Summer 0.0036 0.0103 0.0123 0.0082 0.0113 0.0105 0.0105 0.0087 0.0118 0.0108
## Winter 0.0054 0.0100 0.0079 0.0082 0.0082 0.0110 0.0095 0.0108 0.0105 0.0128
##
## 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4
## Fall 0.0092 0.0118 0.0090 0.0095 0.0097 0.0126 0.0118 0.0121 0.0095 0.0082
## Spring 0.0095 0.0097 0.0087 0.0097 0.0105 0.0128 0.0082 0.0115 0.0105 0.0092
## Summer 0.0092 0.0085 0.0103 0.0085 0.0108 0.0105 0.0077 0.0090 0.0087 0.0136
## Winter 0.0121 0.0082 0.0121 0.0087 0.0108 0.0105 0.0103 0.0113 0.0090 0.0095
##
## 4.5 4.6 4.7 4.8 4.9 5.0
## Fall 0.0085 0.0090 0.0095 0.0085 0.0103 0.0044
## Spring 0.0121 0.0133 0.0087 0.0105 0.0115 0.0064
## Summer 0.0082 0.0123 0.0100 0.0085 0.0082 0.0031
## Winter 0.0069 0.0100 0.0097 0.0095 0.0126 0.0036
##
## ======================================
## Probabilidad conjunta P( Season , Subscription Status )
##
## No Yes
## Fall 0.1823 0.0677
## Spring 0.1869 0.0692
## Summer 0.1769 0.0679
## Winter 0.1838 0.0651
##
## ======================================
## Probabilidad conjunta P( Season , Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Fall 0.0403 0.0400 0.0469 0.0441 0.0397 0.0390
## Spring 0.0464 0.0436 0.0456 0.0385 0.0397 0.0423
## Summer 0.0400 0.0408 0.0397 0.0395 0.0421 0.0428
## Winter 0.0354 0.0418 0.0462 0.0403 0.0421 0.0433
##
## ======================================
## Probabilidad conjunta P( Season , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Fall 0.0395 0.0433 0.0431 0.0438 0.0431
## Spring 0.0456 0.0444 0.0421 0.0385 0.0403
## Summer 0.0372 0.0372 0.0459 0.0387 0.0426
## Winter 0.0385 0.0408 0.0421 0.0451 0.0418
##
## Store Pickup
## Fall 0.0372
## Spring 0.0454
## Summer 0.0433
## Winter 0.0408
##
## ======================================
## Probabilidad conjunta P( Season , Discount Applied )
##
## No Yes
## Fall 0.1482 0.1018
## Spring 0.1433 0.1128
## Summer 0.1364 0.1085
## Winter 0.1421 0.1069
##
## ======================================
## Probabilidad conjunta P( Season , Promo Code Used )
##
## No Yes
## Fall 0.1482 0.1018
## Spring 0.1433 0.1128
## Summer 0.1364 0.1085
## Winter 0.1421 0.1069
##
## ======================================
## Probabilidad conjunta P( Season , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Fall 0.0385 0.0459 0.0405 0.0433 0.0364 0.0454
## Spring 0.0356 0.0446 0.0464 0.0438 0.0477 0.0379
## Summer 0.0410 0.0415 0.0405 0.0405 0.0410 0.0403
## Winter 0.0418 0.0397 0.0446 0.0354 0.0485 0.0390
##
## ======================================
## Probabilidad conjunta P( Season , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## Fall 0.0403 0.0308 0.0377 0.0367 0.0351 0.0367 0.0328
## Spring 0.0351 0.0397 0.0374 0.0341 0.0369 0.0364 0.0364
## Summer 0.0367 0.0338 0.0390 0.0326 0.0341 0.0369 0.0318
## Winter 0.0346 0.0359 0.0356 0.0356 0.0356 0.0344 0.0372
##
## ======================================
## Probabilidad conjunta P( Review Rating , Subscription Status )
##
## No Yes
## 2.5 0.0121 0.0049
## 2.6 0.0285 0.0123
## 2.7 0.0297 0.0097
## 2.8 0.0249 0.0100
## 2.9 0.0331 0.0105
## 3.0 0.0303 0.0113
## 3.1 0.0305 0.0097
## 3.2 0.0267 0.0123
## 3.3 0.0267 0.0123
## 3.4 0.0359 0.0108
## 3.5 0.0282 0.0118
## 3.6 0.0269 0.0113
## 3.7 0.0272 0.0128
## 3.8 0.0287 0.0077
## 3.9 0.0313 0.0105
## 4.0 0.0362 0.0103
## 4.1 0.0277 0.0103
## 4.2 0.0315 0.0123
## 4.3 0.0287 0.0090
## 4.4 0.0287 0.0118
## 4.5 0.0262 0.0095
## 4.6 0.0326 0.0121
## 4.7 0.0267 0.0113
## 4.8 0.0259 0.0110
## 4.9 0.0310 0.0115
## 5.0 0.0144 0.0031
##
## ======================================
## Probabilidad conjunta P( Review Rating , Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## 2.5 0.0031 0.0031 0.0018 0.0026 0.0033 0.0031
## 2.6 0.0059 0.0082 0.0082 0.0067 0.0064 0.0054
## 2.7 0.0041 0.0062 0.0074 0.0097 0.0049 0.0072
## 2.8 0.0046 0.0069 0.0069 0.0049 0.0062 0.0054
## 2.9 0.0041 0.0059 0.0095 0.0087 0.0082 0.0072
## 3.0 0.0064 0.0049 0.0092 0.0062 0.0079 0.0069
## 3.1 0.0074 0.0074 0.0056 0.0069 0.0056 0.0072
## 3.2 0.0072 0.0074 0.0059 0.0051 0.0062 0.0072
## 3.3 0.0074 0.0056 0.0069 0.0069 0.0072 0.0049
## 3.4 0.0105 0.0087 0.0074 0.0064 0.0067 0.0069
## 3.5 0.0064 0.0067 0.0077 0.0069 0.0054 0.0069
## 3.6 0.0049 0.0059 0.0049 0.0064 0.0079 0.0082
## 3.7 0.0067 0.0074 0.0054 0.0069 0.0067 0.0069
## 3.8 0.0036 0.0054 0.0072 0.0082 0.0054 0.0067
## 3.9 0.0079 0.0056 0.0090 0.0046 0.0054 0.0092
## 4.0 0.0090 0.0059 0.0103 0.0056 0.0074 0.0082
## 4.1 0.0069 0.0067 0.0072 0.0059 0.0049 0.0064
## 4.2 0.0095 0.0077 0.0072 0.0046 0.0072 0.0077
## 4.3 0.0072 0.0082 0.0064 0.0069 0.0054 0.0036
## 4.4 0.0056 0.0077 0.0056 0.0085 0.0077 0.0054
## 4.5 0.0051 0.0072 0.0064 0.0041 0.0074 0.0054
## 4.6 0.0082 0.0072 0.0092 0.0087 0.0062 0.0051
## 4.7 0.0082 0.0059 0.0054 0.0051 0.0064 0.0069
## 4.8 0.0044 0.0046 0.0087 0.0051 0.0072 0.0069
## 4.9 0.0049 0.0069 0.0072 0.0067 0.0072 0.0097
## 5.0 0.0028 0.0028 0.0018 0.0038 0.0033 0.0028
##
## ======================================
## Probabilidad conjunta P( Review Rating , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard Store Pickup
## 2.5 0.0021 0.0023 0.0033 0.0046 0.0021 0.0026
## 2.6 0.0051 0.0056 0.0067 0.0085 0.0051 0.0097
## 2.7 0.0064 0.0062 0.0082 0.0054 0.0062 0.0072
## 2.8 0.0056 0.0064 0.0054 0.0054 0.0049 0.0072
## 2.9 0.0074 0.0072 0.0049 0.0074 0.0079 0.0087
## 3.0 0.0054 0.0064 0.0082 0.0074 0.0067 0.0074
## 3.1 0.0064 0.0069 0.0092 0.0074 0.0033 0.0069
## 3.2 0.0072 0.0054 0.0072 0.0079 0.0056 0.0056
## 3.3 0.0067 0.0046 0.0077 0.0067 0.0072 0.0062
## 3.4 0.0085 0.0064 0.0108 0.0067 0.0082 0.0062
## 3.5 0.0059 0.0069 0.0062 0.0074 0.0069 0.0067
## 3.6 0.0069 0.0087 0.0072 0.0049 0.0044 0.0062
## 3.7 0.0079 0.0087 0.0056 0.0049 0.0062 0.0067
## 3.8 0.0054 0.0067 0.0067 0.0062 0.0064 0.0051
## 3.9 0.0074 0.0067 0.0072 0.0064 0.0082 0.0059
## 4.0 0.0079 0.0069 0.0064 0.0082 0.0087 0.0082
## 4.1 0.0054 0.0059 0.0059 0.0067 0.0077 0.0064
## 4.2 0.0069 0.0085 0.0092 0.0059 0.0074 0.0059
## 4.3 0.0059 0.0072 0.0062 0.0072 0.0056 0.0056
## 4.4 0.0062 0.0059 0.0062 0.0049 0.0097 0.0077
## 4.5 0.0059 0.0054 0.0041 0.0072 0.0067 0.0064
## 4.6 0.0054 0.0064 0.0105 0.0054 0.0105 0.0064
## 4.7 0.0049 0.0074 0.0059 0.0062 0.0067 0.0069
## 4.8 0.0062 0.0049 0.0062 0.0082 0.0067 0.0049
## 4.9 0.0077 0.0090 0.0056 0.0069 0.0064 0.0069
## 5.0 0.0041 0.0031 0.0026 0.0023 0.0023 0.0031
##
## ======================================
## Probabilidad conjunta P( Review Rating , Discount Applied )
##
## No Yes
## 2.5 0.0090 0.0079
## 2.6 0.0215 0.0192
## 2.7 0.0238 0.0156
## 2.8 0.0192 0.0156
## 2.9 0.0262 0.0174
## 3.0 0.0215 0.0200
## 3.1 0.0238 0.0164
## 3.2 0.0205 0.0185
## 3.3 0.0226 0.0164
## 3.4 0.0282 0.0185
## 3.5 0.0218 0.0182
## 3.6 0.0205 0.0177
## 3.7 0.0215 0.0185
## 3.8 0.0251 0.0113
## 3.9 0.0231 0.0187
## 4.0 0.0267 0.0197
## 4.1 0.0195 0.0185
## 4.2 0.0264 0.0174
## 4.3 0.0233 0.0144
## 4.4 0.0223 0.0182
## 4.5 0.0190 0.0167
## 4.6 0.0262 0.0185
## 4.7 0.0221 0.0159
## 4.8 0.0205 0.0164
## 4.9 0.0244 0.0182
## 5.0 0.0113 0.0062
##
## ======================================
## Probabilidad conjunta P( Review Rating , Promo Code Used )
##
## No Yes
## 2.5 0.0090 0.0079
## 2.6 0.0215 0.0192
## 2.7 0.0238 0.0156
## 2.8 0.0192 0.0156
## 2.9 0.0262 0.0174
## 3.0 0.0215 0.0200
## 3.1 0.0238 0.0164
## 3.2 0.0205 0.0185
## 3.3 0.0226 0.0164
## 3.4 0.0282 0.0185
## 3.5 0.0218 0.0182
## 3.6 0.0205 0.0177
## 3.7 0.0215 0.0185
## 3.8 0.0251 0.0113
## 3.9 0.0231 0.0187
## 4.0 0.0267 0.0197
## 4.1 0.0195 0.0185
## 4.2 0.0264 0.0174
## 4.3 0.0233 0.0144
## 4.4 0.0223 0.0182
## 4.5 0.0190 0.0167
## 4.6 0.0262 0.0185
## 4.7 0.0221 0.0159
## 4.8 0.0205 0.0164
## 4.9 0.0244 0.0182
## 5.0 0.0113 0.0062
##
## ======================================
## Probabilidad conjunta P( Review Rating , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## 2.5 0.0015 0.0041 0.0033 0.0036 0.0018 0.0026
## 2.6 0.0077 0.0077 0.0056 0.0077 0.0067 0.0054
## 2.7 0.0067 0.0067 0.0074 0.0051 0.0090 0.0046
## 2.8 0.0072 0.0082 0.0044 0.0038 0.0051 0.0062
## 2.9 0.0074 0.0044 0.0085 0.0085 0.0067 0.0082
## 3.0 0.0059 0.0072 0.0056 0.0079 0.0074 0.0074
## 3.1 0.0074 0.0064 0.0064 0.0069 0.0092 0.0038
## 3.2 0.0062 0.0082 0.0074 0.0051 0.0077 0.0044
## 3.3 0.0067 0.0062 0.0062 0.0067 0.0069 0.0064
## 3.4 0.0079 0.0079 0.0097 0.0056 0.0072 0.0082
## 3.5 0.0077 0.0051 0.0064 0.0051 0.0069 0.0087
## 3.6 0.0067 0.0069 0.0067 0.0051 0.0046 0.0082
## 3.7 0.0051 0.0038 0.0059 0.0079 0.0079 0.0092
## 3.8 0.0049 0.0069 0.0056 0.0077 0.0056 0.0056
## 3.9 0.0062 0.0064 0.0069 0.0069 0.0082 0.0072
## 4.0 0.0079 0.0079 0.0072 0.0074 0.0082 0.0077
## 4.1 0.0054 0.0077 0.0059 0.0046 0.0069 0.0074
## 4.2 0.0062 0.0082 0.0074 0.0069 0.0072 0.0079
## 4.3 0.0059 0.0082 0.0072 0.0069 0.0041 0.0054
## 4.4 0.0051 0.0056 0.0095 0.0072 0.0069 0.0062
## 4.5 0.0054 0.0069 0.0062 0.0051 0.0056 0.0064
## 4.6 0.0064 0.0072 0.0064 0.0082 0.0113 0.0051
## 4.7 0.0056 0.0069 0.0074 0.0074 0.0049 0.0056
## 4.8 0.0046 0.0077 0.0072 0.0051 0.0064 0.0059
## 4.9 0.0069 0.0067 0.0072 0.0072 0.0087 0.0059
## 5.0 0.0023 0.0026 0.0044 0.0031 0.0023 0.0028
##
## ======================================
## Probabilidad conjunta P( Review Rating , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## 2.5 0.0026 0.0033 0.0018 0.0013 0.0026 0.0023 0.0031
## 2.6 0.0067 0.0059 0.0051 0.0059 0.0044 0.0072 0.0056
## 2.7 0.0049 0.0059 0.0056 0.0046 0.0054 0.0069 0.0062
## 2.8 0.0028 0.0051 0.0062 0.0054 0.0051 0.0046 0.0056
## 2.9 0.0074 0.0059 0.0072 0.0044 0.0077 0.0072 0.0038
## 3.0 0.0054 0.0074 0.0054 0.0082 0.0054 0.0046 0.0051
## 3.1 0.0056 0.0051 0.0054 0.0074 0.0059 0.0069 0.0038
## 3.2 0.0051 0.0074 0.0056 0.0041 0.0056 0.0054 0.0056
## 3.3 0.0074 0.0036 0.0064 0.0049 0.0049 0.0077 0.0041
## 3.4 0.0077 0.0072 0.0056 0.0072 0.0062 0.0059 0.0069
## 3.5 0.0062 0.0059 0.0056 0.0059 0.0041 0.0077 0.0046
## 3.6 0.0062 0.0049 0.0062 0.0046 0.0038 0.0059 0.0067
## 3.7 0.0059 0.0049 0.0059 0.0064 0.0059 0.0041 0.0069
## 3.8 0.0051 0.0049 0.0067 0.0041 0.0064 0.0049 0.0044
## 3.9 0.0067 0.0049 0.0069 0.0064 0.0049 0.0054 0.0067
## 4.0 0.0074 0.0077 0.0056 0.0059 0.0087 0.0046 0.0064
## 4.1 0.0041 0.0054 0.0054 0.0054 0.0064 0.0062 0.0051
## 4.2 0.0072 0.0059 0.0079 0.0056 0.0062 0.0049 0.0062
## 4.3 0.0056 0.0072 0.0064 0.0046 0.0044 0.0033 0.0062
## 4.4 0.0056 0.0046 0.0077 0.0059 0.0044 0.0051 0.0072
## 4.5 0.0059 0.0054 0.0046 0.0051 0.0064 0.0049 0.0033
## 4.6 0.0046 0.0072 0.0079 0.0067 0.0056 0.0062 0.0064
## 4.7 0.0049 0.0031 0.0051 0.0062 0.0069 0.0064 0.0054
## 4.8 0.0056 0.0038 0.0069 0.0054 0.0051 0.0054 0.0046
## 4.9 0.0077 0.0054 0.0041 0.0054 0.0067 0.0069 0.0064
## 5.0 0.0023 0.0023 0.0023 0.0021 0.0028 0.0038 0.0018
##
## ======================================
## Probabilidad conjunta P( Subscription Status , Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## No 0.1192 0.1203 0.1287 0.1162 0.1228 0.1228
## Yes 0.0428 0.0459 0.0497 0.0462 0.0408 0.0446
##
## ======================================
## Probabilidad conjunta P( Subscription Status , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard Store Pickup
## No 0.1215 0.1169 0.1277 0.1231 0.1228 0.1179
## Yes 0.0392 0.0487 0.0454 0.0431 0.0449 0.0487
##
## ======================================
## Probabilidad conjunta P( Subscription Status , Discount Applied )
##
## No Yes
## No 0.57 0.16
## Yes 0.00 0.27
##
## ======================================
## Probabilidad conjunta P( Subscription Status , Promo Code Used )
##
## No Yes
## No 0.57 0.16
## Yes 0.00 0.27
##
## ======================================
## Probabilidad conjunta P( Subscription Status , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## No 0.1167 0.1274 0.1262 0.1144 0.1274 0.1179
## Yes 0.0403 0.0444 0.0459 0.0487 0.0462 0.0446
##
## ======================================
## Probabilidad conjunta P( Subscription Status , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## No 0.1056 0.1044 0.1103 0.0997 0.1036 0.1085 0.0979
## Yes 0.0410 0.0359 0.0395 0.0392 0.0382 0.0359 0.0403
##
## ======================================
## Probabilidad conjunta P( Payment Method , Shipping Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Bank Transfer 0.0259 0.0279 0.0259 0.0262 0.0297
## Cash 0.0277 0.0262 0.0305 0.0259 0.0274
## Credit Card 0.0236 0.0297 0.0323 0.0277 0.0310
## Debit Card 0.0274 0.0274 0.0279 0.0259 0.0267
## PayPal 0.0267 0.0241 0.0297 0.0308 0.0256
## Venmo 0.0295 0.0303 0.0267 0.0297 0.0272
##
## Store Pickup
## Bank Transfer 0.0264
## Cash 0.0285
## Credit Card 0.0341
## Debit Card 0.0269
## PayPal 0.0267
## Venmo 0.0241
##
## ======================================
## Probabilidad conjunta P( Payment Method , Discount Applied )
##
## No Yes
## Bank Transfer 0.0926 0.0695
## Cash 0.0918 0.0744
## Credit Card 0.1036 0.0749
## Debit Card 0.0931 0.0692
## PayPal 0.0954 0.0682
## Venmo 0.0936 0.0738
##
## ======================================
## Probabilidad conjunta P( Payment Method , Promo Code Used )
##
## No Yes
## Bank Transfer 0.0926 0.0695
## Cash 0.0918 0.0744
## Credit Card 0.1036 0.0749
## Debit Card 0.0931 0.0692
## PayPal 0.0954 0.0682
## Venmo 0.0936 0.0738
##
## ======================================
## Probabilidad conjunta P( Payment Method , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Bank Transfer 0.0264 0.0274 0.0315 0.0267 0.0259 0.0241
## Cash 0.0249 0.0308 0.0297 0.0233 0.0297 0.0277
## Credit Card 0.0305 0.0313 0.0246 0.0318 0.0323 0.0279
## Debit Card 0.0264 0.0269 0.0303 0.0223 0.0272 0.0292
## PayPal 0.0246 0.0287 0.0246 0.0297 0.0282 0.0277
## Venmo 0.0241 0.0267 0.0313 0.0292 0.0303 0.0259
##
## ======================================
## Probabilidad conjunta P( Payment Method , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Bank Transfer 0.0259 0.0236 0.0244 0.0231 0.0223 0.0210
## Cash 0.0279 0.0244 0.0305 0.0218 0.0215 0.0210
## Credit Card 0.0205 0.0259 0.0262 0.0272 0.0295 0.0267
## Debit Card 0.0241 0.0203 0.0231 0.0218 0.0218 0.0277
## PayPal 0.0236 0.0215 0.0233 0.0208 0.0223 0.0246
## Venmo 0.0246 0.0246 0.0223 0.0244 0.0244 0.0233
##
## Weekly
## Bank Transfer 0.0218
## Cash 0.0190
## Credit Card 0.0226
## Debit Card 0.0236
## PayPal 0.0274
## Venmo 0.0238
##
## ======================================
## Probabilidad conjunta P( Shipping Type , Discount Applied )
##
## No Yes
## 2-Day Shipping 0.0954 0.0654
## Express 0.0941 0.0715
## Free Shipping 0.1018 0.0713
## Next Day Air 0.0905 0.0756
## Standard 0.0946 0.0731
## Store Pickup 0.0936 0.0731
##
## ======================================
## Probabilidad conjunta P( Shipping Type , Promo Code Used )
##
## No Yes
## 2-Day Shipping 0.0954 0.0654
## Express 0.0941 0.0715
## Free Shipping 0.1018 0.0713
## Next Day Air 0.0905 0.0756
## Standard 0.0946 0.0731
## Store Pickup 0.0936 0.0731
##
## ======================================
## Probabilidad conjunta P( Shipping Type , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## 2-Day Shipping 0.0251 0.0256 0.0315 0.0238 0.0279 0.0267
## Express 0.0233 0.0277 0.0292 0.0251 0.0331 0.0272
## Free Shipping 0.0259 0.0310 0.0274 0.0300 0.0315 0.0272
## Next Day Air 0.0300 0.0267 0.0277 0.0269 0.0272 0.0277
## Standard 0.0238 0.0303 0.0295 0.0303 0.0274 0.0264
## Store Pickup 0.0287 0.0305 0.0267 0.0269 0.0264 0.0274
##
## ======================================
## Probabilidad conjunta P( Shipping Type , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly
## 2-Day Shipping 0.0215 0.0223 0.0249 0.0228 0.0244
## Express 0.0246 0.0256 0.0254 0.0226 0.0215
## Free Shipping 0.0287 0.0210 0.0259 0.0203 0.0231
## Next Day Air 0.0208 0.0254 0.0279 0.0221 0.0262
## Standard 0.0274 0.0228 0.0192 0.0274 0.0233
## Store Pickup 0.0236 0.0231 0.0264 0.0238 0.0233
##
## Quarterly Weekly
## 2-Day Shipping 0.0238 0.0210
## Express 0.0218 0.0241
## Free Shipping 0.0259 0.0282
## Next Day Air 0.0223 0.0215
## Standard 0.0251 0.0223
## Store Pickup 0.0254 0.0210
##
## ======================================
## Probabilidad conjunta P( Discount Applied , Promo Code Used )
##
## No Yes
## No 0.57 0.00
## Yes 0.00 0.43
##
## ======================================
## Probabilidad conjunta P( Discount Applied , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## No 0.0905 0.0992 0.1003 0.0890 0.1018 0.0892
## Yes 0.0664 0.0726 0.0718 0.0741 0.0718 0.0733
##
## ======================================
## Probabilidad conjunta P( Discount Applied , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## No 0.0856 0.0823 0.0836 0.0767 0.0810 0.0826 0.0782
## Yes 0.0610 0.0579 0.0662 0.0623 0.0608 0.0618 0.0600
##
## ======================================
## Probabilidad conjunta P( Promo Code Used , Preferred Payment Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## No 0.0905 0.0992 0.1003 0.0890 0.1018 0.0892
## Yes 0.0664 0.0726 0.0718 0.0741 0.0718 0.0733
##
## ======================================
## Probabilidad conjunta P( Promo Code Used , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## No 0.0856 0.0823 0.0836 0.0767 0.0810 0.0826 0.0782
## Yes 0.0610 0.0579 0.0662 0.0623 0.0608 0.0618 0.0600
##
## ======================================
## Probabilidad conjunta P( Preferred Payment Method , Frequency of Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Bank Transfer 0.0213 0.0226 0.0218 0.0213 0.0205 0.0279
## Cash 0.0210 0.0251 0.0241 0.0238 0.0251 0.0267
## Credit Card 0.0256 0.0203 0.0295 0.0241 0.0274 0.0185
## Debit Card 0.0259 0.0249 0.0236 0.0244 0.0205 0.0241
## PayPal 0.0264 0.0226 0.0256 0.0236 0.0249 0.0264
## Venmo 0.0264 0.0249 0.0251 0.0218 0.0233 0.0208
##
## Weekly
## Bank Transfer 0.0215
## Cash 0.0259
## Credit Card 0.0267
## Debit Card 0.0197
## PayPal 0.0241
## Venmo 0.0203Graficos
¿
# Cargar librerías necesarias
library(readxl)
library(dplyr)
library(ggplot2) # Para gráficos## Warning: package 'ggplot2' was built under R version 4.4.3# Cargar base de datos
Base_de_datos_shopping_trends <- read_excel("C:/Users/Asus-PC/Desktop/Base de datos - shopping_trends.xlsx")
# Eliminar espacios y caracteres especiales de los nombres de las columnas
names(Base_de_datos_shopping_trends) <- make.names(names(Base_de_datos_shopping_trends), unique = TRUE)
# Identificar columnas categóricas
categoricas <- names(Filter(function(col) is.character(col) || is.factor(col),
Base_de_datos_shopping_trends))
# Convertir las variables categóricas a factores (si no lo son)
Base_de_datos_shopping_trends[categoricas] <- lapply(Base_de_datos_shopping_trends[categoricas], as.factor)
# Calcular y mostrar probabilidades conjuntas entre pares de variables categóricas
for (i in 1:(length(categoricas) - 1)) {
for (j in (i + 1):length(categoricas)) {
var1 <- categoricas[i]
var2 <- categoricas[j]
cat("\n======================================\n")
cat("Probabilidad conjunta P(", var1, ",", var2, ")\n")
# Tabla de contingencia conjunta
tabla_conjunta <- table(Base_de_datos_shopping_trends[[var1]],
Base_de_datos_shopping_trends[[var2]])
# Convertir a proporciones (probabilidades conjuntas)
prob_conjunta <- prop.table(tabla_conjunta)
# Mostrar tabla de probabilidades conjuntas
print(round(prob_conjunta, 4))
# Crear un gráfico de barras para visualizar las probabilidades conjuntas
prob_conjunta_df <- as.data.frame(prob_conjunta)
colnames(prob_conjunta_df) <- c(var1, var2, "Probabilidad")
# Gráfico de barras con ggplot
p <- ggplot(prob_conjunta_df, aes_string(x = var1, fill = var2, y = "Probabilidad")) +
geom_bar(stat = "identity", position = "fill") +
labs(title = paste("Probabilidad conjunta P(", var1, ",", var2, ")"),
x = var1,
y = "Probabilidad") +
theme_minimal() +
scale_y_continuous(labels = scales::percent) +
theme(axis.text.x = element_text(angle = 45, hjust = 1))
# Mostrar gráfico
print(p)
# Opcional: Guardar gráfico en un archivo (si lo deseas)
# ggsave(paste0("grafico_", var1, "_", var2, ".png"), plot = p)
}
}##
## ======================================
## Probabilidad conjunta P( Gender , Item.Purchased )
##
## Backpack Belt Blouse Boots Coat Dress Gloves Handbag Hat
## Female 0.0095 0.0141 0.0169 0.0128 0.0121 0.0133 0.0095 0.0149 0.0133
## Male 0.0272 0.0272 0.0269 0.0241 0.0292 0.0292 0.0264 0.0244 0.0262
##
## Hoodie Jacket Jeans Jewelry Pants Sandals Scarf Shirt Shoes
## Female 0.0131 0.0138 0.0074 0.0133 0.0123 0.0151 0.0115 0.0151 0.0123
## Male 0.0256 0.0279 0.0244 0.0305 0.0315 0.0259 0.0287 0.0282 0.0262
##
## Shorts Skirt Sneakers Socks Sunglasses Sweater T-shirt
## Female 0.0123 0.0126 0.0108 0.0149 0.0144 0.0128 0.0118
## Male 0.0279 0.0279 0.0264 0.0259 0.0269 0.0292 0.0259## Warning: `aes_string()` was deprecated in ggplot2 3.0.0.
## ℹ Please use tidy evaluation idioms with `aes()`.
## ℹ See also `vignette("ggplot2-in-packages")` for more information.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
##
## ======================================
## Probabilidad conjunta P( Gender , Category )
##
## Accessories Clothing Footwear Outerwear
## Female 0.1005 0.1426 0.0510 0.0259
## Male 0.2174 0.3028 0.1026 0.0572
##
## ======================================
## Probabilidad conjunta P( Gender , Location )
##
## Alabama Alaska Arizona Arkansas California Colorado Connecticut
## Female 0.0069 0.0062 0.0064 0.0064 0.0074 0.0067 0.0069
## Male 0.0159 0.0123 0.0103 0.0138 0.0169 0.0126 0.0131
##
## Delaware Florida Georgia Hawaii Idaho Illinois Indiana Iowa Kansas
## Female 0.0064 0.0051 0.0077 0.0036 0.0087 0.0077 0.0044 0.0044 0.0077
## Male 0.0156 0.0123 0.0126 0.0131 0.0151 0.0159 0.0159 0.0133 0.0085
##
## Kentucky Louisiana Maine Maryland Massachusetts Michigan Minnesota
## Female 0.0077 0.0069 0.0069 0.0072 0.0041 0.0062 0.0072
## Male 0.0126 0.0146 0.0128 0.0149 0.0144 0.0126 0.0154
##
## Mississippi Missouri Montana Nebraska Nevada New Hampshire New Jersey
## Female 0.0064 0.0046 0.0097 0.0074 0.0074 0.0054 0.0062
## Male 0.0141 0.0162 0.0149 0.0149 0.0149 0.0128 0.0110
##
## New Mexico New York North Carolina North Dakota Ohio Oklahoma Oregon
## Female 0.0051 0.0064 0.0059 0.0062 0.0072 0.0059 0.0054
## Male 0.0156 0.0159 0.0141 0.0151 0.0126 0.0133 0.0136
##
## Pennsylvania Rhode Island South Carolina South Dakota Tennessee Texas
## Female 0.0069 0.0059 0.0054 0.0056 0.0069 0.0085
## Male 0.0121 0.0103 0.0141 0.0123 0.0128 0.0113
##
## Utah Vermont Virginia Washington West Virginia Wisconsin Wyoming
## Female 0.0069 0.0059 0.0062 0.0064 0.0059 0.0064 0.0051
## Male 0.0113 0.0159 0.0136 0.0123 0.0149 0.0128 0.0131
##
## ======================================
## Probabilidad conjunta P( Gender , Size )
##
## L M S XL
## Female 0.0864 0.1513 0.0479 0.0344
## Male 0.1836 0.2987 0.1221 0.0756
##
## ======================================
## Probabilidad conjunta P( Gender , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray Green
## Female 0.0103 0.0138 0.0133 0.0118 0.0128 0.0121 0.0105 0.0136 0.0144
## Male 0.0274 0.0290 0.0256 0.0244 0.0264 0.0305 0.0249 0.0272 0.0290
##
## Indigo Lavender Magenta Maroon Olive Orange Peach Pink Purple
## Female 0.0115 0.0123 0.0146 0.0138 0.0151 0.0131 0.0123 0.0149 0.0108
## Male 0.0262 0.0254 0.0244 0.0267 0.0303 0.0264 0.0259 0.0244 0.0279
##
## Red Silver Teal Turquoise Violet White Yellow
## Female 0.0113 0.0133 0.0136 0.0103 0.0136 0.0115 0.0154
## Male 0.0267 0.0310 0.0305 0.0269 0.0290 0.0249 0.0292
##
## ======================================
## Probabilidad conjunta P( Gender , Season )
##
## Fall Spring Summer Winter
## Female 0.0841 0.0810 0.0764 0.0785
## Male 0.1659 0.1751 0.1685 0.1705
##
## ======================================
## Probabilidad conjunta P( Gender , Review.Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4
## Female 0.0056 0.0136 0.0118 0.0133 0.0131 0.0128 0.0136 0.0131 0.0123 0.0156
## Male 0.0113 0.0272 0.0277 0.0215 0.0305 0.0287 0.0267 0.0259 0.0267 0.0310
##
## 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4
## Female 0.0131 0.0131 0.0095 0.0136 0.0123 0.0159 0.0110 0.0141 0.0133 0.0115
## Male 0.0269 0.0251 0.0305 0.0228 0.0295 0.0305 0.0269 0.0297 0.0244 0.0290
##
## 4.5 4.6 4.7 4.8 4.9 5.0
## Female 0.0105 0.0138 0.0105 0.0110 0.0154 0.0064
## Male 0.0251 0.0308 0.0274 0.0259 0.0272 0.0110
##
## ======================================
## Probabilidad conjunta P( Gender , Subscription.Status )
##
## No Yes
## Female 0.32 0.00
## Male 0.41 0.27
##
## ======================================
## Probabilidad conjunta P( Gender , Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Female 0.0523 0.0505 0.0572 0.0531 0.0521 0.0549
## Male 0.1097 0.1156 0.1213 0.1092 0.1115 0.1126
##
## ======================================
## Probabilidad conjunta P( Gender , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Female 0.0531 0.0497 0.0638 0.0490 0.0546
## Male 0.1077 0.1159 0.1092 0.1172 0.1131
##
## Store Pickup
## Female 0.0497
## Male 0.1169
##
## ======================================
## Probabilidad conjunta P( Gender , Discount.Applied )
##
## No Yes
## Female 0.32 0.00
## Male 0.25 0.43
##
## ======================================
## Probabilidad conjunta P( Gender , Promo.Code.Used )
##
## No Yes
## Female 0.32 0.00
## Male 0.25 0.43
##
## ======================================
## Probabilidad conjunta P( Gender , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Female 0.0521 0.0544 0.0572 0.0464 0.0567 0.0533
## Male 0.1049 0.1174 0.1149 0.1167 0.1169 0.1092
##
## ======================================
## Probabilidad conjunta P( Gender , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## Female 0.0474 0.0482 0.0477 0.0418 0.0474 0.0433 0.0441
## Male 0.0992 0.0921 0.1021 0.0972 0.0944 0.1010 0.0941
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Category )
##
## Accessories Clothing Footwear Outerwear
## Backpack 0.0367 0.0000 0.0000 0.0000
## Belt 0.0413 0.0000 0.0000 0.0000
## Blouse 0.0000 0.0438 0.0000 0.0000
## Boots 0.0000 0.0000 0.0369 0.0000
## Coat 0.0000 0.0000 0.0000 0.0413
## Dress 0.0000 0.0426 0.0000 0.0000
## Gloves 0.0359 0.0000 0.0000 0.0000
## Handbag 0.0392 0.0000 0.0000 0.0000
## Hat 0.0395 0.0000 0.0000 0.0000
## Hoodie 0.0000 0.0387 0.0000 0.0000
## Jacket 0.0000 0.0000 0.0000 0.0418
## Jeans 0.0000 0.0318 0.0000 0.0000
## Jewelry 0.0438 0.0000 0.0000 0.0000
## Pants 0.0000 0.0438 0.0000 0.0000
## Sandals 0.0000 0.0000 0.0410 0.0000
## Scarf 0.0403 0.0000 0.0000 0.0000
## Shirt 0.0000 0.0433 0.0000 0.0000
## Shoes 0.0000 0.0000 0.0385 0.0000
## Shorts 0.0000 0.0403 0.0000 0.0000
## Skirt 0.0000 0.0405 0.0000 0.0000
## Sneakers 0.0000 0.0000 0.0372 0.0000
## Socks 0.0000 0.0408 0.0000 0.0000
## Sunglasses 0.0413 0.0000 0.0000 0.0000
## Sweater 0.0000 0.0421 0.0000 0.0000
## T-shirt 0.0000 0.0377 0.0000 0.0000
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Location )
##
## Alabama Alaska Arizona Arkansas California Colorado Connecticut
## Backpack 0.0003 0.0013 0.0013 0.0008 0.0013 0.0013 0.0005
## Belt 0.0005 0.0010 0.0005 0.0010 0.0008 0.0005 0.0008
## Blouse 0.0010 0.0010 0.0008 0.0008 0.0005 0.0005 0.0013
## Boots 0.0008 0.0003 0.0000 0.0003 0.0010 0.0000 0.0010
## Coat 0.0015 0.0005 0.0008 0.0010 0.0008 0.0003 0.0015
## Dress 0.0013 0.0010 0.0010 0.0013 0.0018 0.0010 0.0010
## Gloves 0.0005 0.0008 0.0003 0.0015 0.0005 0.0010 0.0005
## Handbag 0.0008 0.0005 0.0008 0.0005 0.0010 0.0010 0.0015
## Hat 0.0008 0.0008 0.0003 0.0005 0.0008 0.0008 0.0003
## Hoodie 0.0008 0.0005 0.0008 0.0010 0.0008 0.0015 0.0005
## Jacket 0.0005 0.0005 0.0010 0.0005 0.0008 0.0015 0.0010
## Jeans 0.0010 0.0005 0.0005 0.0008 0.0018 0.0000 0.0003
## Jewelry 0.0021 0.0008 0.0008 0.0013 0.0013 0.0005 0.0013
## Pants 0.0013 0.0000 0.0005 0.0010 0.0013 0.0013 0.0010
## Sandals 0.0010 0.0008 0.0008 0.0010 0.0013 0.0005 0.0010
## Scarf 0.0008 0.0008 0.0005 0.0005 0.0010 0.0005 0.0010
## Shirt 0.0013 0.0010 0.0005 0.0013 0.0013 0.0010 0.0008
## Shoes 0.0015 0.0005 0.0003 0.0010 0.0000 0.0010 0.0010
## Shorts 0.0008 0.0008 0.0005 0.0008 0.0015 0.0003 0.0010
## Skirt 0.0015 0.0008 0.0010 0.0005 0.0010 0.0013 0.0010
## Sneakers 0.0005 0.0008 0.0005 0.0003 0.0005 0.0015 0.0000
## Socks 0.0005 0.0010 0.0008 0.0005 0.0003 0.0000 0.0005
## Sunglasses 0.0008 0.0008 0.0008 0.0005 0.0013 0.0005 0.0003
## Sweater 0.0005 0.0008 0.0013 0.0010 0.0010 0.0008 0.0000
## T-shirt 0.0005 0.0010 0.0005 0.0005 0.0008 0.0005 0.0008
##
## Delaware Florida Georgia Hawaii Idaho Illinois Indiana Iowa
## Backpack 0.0008 0.0003 0.0010 0.0003 0.0010 0.0005 0.0005 0.0005
## Belt 0.0010 0.0003 0.0003 0.0008 0.0021 0.0013 0.0013 0.0015
## Blouse 0.0013 0.0003 0.0018 0.0013 0.0013 0.0010 0.0008 0.0005
## Boots 0.0005 0.0005 0.0003 0.0005 0.0008 0.0010 0.0008 0.0008
## Coat 0.0005 0.0015 0.0003 0.0008 0.0021 0.0003 0.0008 0.0008
## Dress 0.0013 0.0005 0.0021 0.0003 0.0005 0.0008 0.0000 0.0005
## Gloves 0.0013 0.0015 0.0003 0.0003 0.0010 0.0010 0.0008 0.0008
## Handbag 0.0005 0.0005 0.0003 0.0015 0.0005 0.0013 0.0003 0.0005
## Hat 0.0013 0.0015 0.0005 0.0010 0.0008 0.0005 0.0010 0.0013
## Hoodie 0.0008 0.0010 0.0005 0.0010 0.0013 0.0005 0.0003 0.0000
## Jacket 0.0003 0.0008 0.0000 0.0013 0.0005 0.0018 0.0010 0.0015
## Jeans 0.0008 0.0005 0.0003 0.0005 0.0005 0.0010 0.0010 0.0005
## Jewelry 0.0008 0.0005 0.0015 0.0005 0.0008 0.0010 0.0010 0.0008
## Pants 0.0018 0.0005 0.0013 0.0008 0.0010 0.0010 0.0008 0.0003
## Sandals 0.0013 0.0003 0.0008 0.0003 0.0005 0.0005 0.0010 0.0010
## Scarf 0.0010 0.0005 0.0013 0.0000 0.0005 0.0013 0.0010 0.0003
## Shirt 0.0008 0.0008 0.0008 0.0008 0.0010 0.0026 0.0008 0.0003
## Shoes 0.0013 0.0003 0.0013 0.0008 0.0008 0.0005 0.0005 0.0010
## Shorts 0.0005 0.0005 0.0005 0.0005 0.0013 0.0010 0.0008 0.0010
## Skirt 0.0005 0.0015 0.0005 0.0008 0.0010 0.0005 0.0015 0.0003
## Sneakers 0.0005 0.0010 0.0013 0.0008 0.0010 0.0008 0.0003 0.0008
## Socks 0.0013 0.0005 0.0018 0.0003 0.0005 0.0010 0.0013 0.0003
## Sunglasses 0.0005 0.0003 0.0008 0.0005 0.0008 0.0000 0.0005 0.0003
## Sweater 0.0008 0.0008 0.0005 0.0008 0.0013 0.0018 0.0013 0.0018
## T-shirt 0.0008 0.0008 0.0005 0.0005 0.0010 0.0005 0.0010 0.0005
##
## Kansas Kentucky Louisiana Maine Maryland Massachusetts Michigan
## Backpack 0.0003 0.0010 0.0013 0.0000 0.0003 0.0010 0.0010
## Belt 0.0005 0.0008 0.0013 0.0003 0.0013 0.0005 0.0010
## Blouse 0.0015 0.0008 0.0005 0.0010 0.0010 0.0005 0.0008
## Boots 0.0013 0.0005 0.0003 0.0013 0.0008 0.0015 0.0005
## Coat 0.0008 0.0015 0.0003 0.0008 0.0008 0.0010 0.0003
## Dress 0.0005 0.0008 0.0008 0.0003 0.0010 0.0015 0.0010
## Gloves 0.0003 0.0008 0.0003 0.0005 0.0010 0.0005 0.0000
## Handbag 0.0000 0.0018 0.0008 0.0008 0.0008 0.0008 0.0005
## Hat 0.0008 0.0010 0.0005 0.0008 0.0003 0.0005 0.0003
## Hoodie 0.0005 0.0000 0.0021 0.0003 0.0008 0.0003 0.0005
## Jacket 0.0008 0.0010 0.0003 0.0010 0.0013 0.0005 0.0018
## Jeans 0.0000 0.0005 0.0008 0.0008 0.0008 0.0010 0.0005
## Jewelry 0.0013 0.0015 0.0018 0.0005 0.0008 0.0003 0.0003
## Pants 0.0008 0.0008 0.0013 0.0010 0.0003 0.0008 0.0010
## Sandals 0.0015 0.0005 0.0010 0.0005 0.0015 0.0010 0.0023
## Scarf 0.0005 0.0013 0.0003 0.0010 0.0013 0.0003 0.0003
## Shirt 0.0008 0.0015 0.0015 0.0005 0.0003 0.0010 0.0013
## Shoes 0.0000 0.0003 0.0008 0.0018 0.0008 0.0008 0.0003
## Shorts 0.0008 0.0008 0.0005 0.0008 0.0003 0.0005 0.0005
## Skirt 0.0000 0.0005 0.0005 0.0005 0.0018 0.0005 0.0008
## Sneakers 0.0008 0.0000 0.0008 0.0008 0.0013 0.0003 0.0008
## Socks 0.0008 0.0003 0.0008 0.0015 0.0010 0.0010 0.0000
## Sunglasses 0.0008 0.0005 0.0008 0.0010 0.0013 0.0008 0.0015
## Sweater 0.0000 0.0018 0.0013 0.0015 0.0005 0.0005 0.0008
## T-shirt 0.0010 0.0000 0.0013 0.0005 0.0010 0.0010 0.0008
##
## Minnesota Mississippi Missouri Montana Nebraska Nevada
## Backpack 0.0008 0.0008 0.0003 0.0013 0.0021 0.0026
## Belt 0.0003 0.0010 0.0008 0.0010 0.0010 0.0018
## Blouse 0.0010 0.0015 0.0003 0.0005 0.0003 0.0008
## Boots 0.0003 0.0008 0.0008 0.0010 0.0013 0.0010
## Coat 0.0005 0.0010 0.0005 0.0021 0.0008 0.0005
## Dress 0.0010 0.0013 0.0003 0.0008 0.0008 0.0008
## Gloves 0.0008 0.0000 0.0005 0.0010 0.0010 0.0005
## Handbag 0.0013 0.0018 0.0008 0.0015 0.0010 0.0008
## Hat 0.0013 0.0010 0.0005 0.0005 0.0010 0.0003
## Hoodie 0.0008 0.0005 0.0005 0.0008 0.0005 0.0010
## Jacket 0.0005 0.0005 0.0008 0.0008 0.0003 0.0008
## Jeans 0.0003 0.0005 0.0013 0.0015 0.0008 0.0005
## Jewelry 0.0008 0.0018 0.0013 0.0005 0.0015 0.0013
## Pants 0.0005 0.0005 0.0010 0.0010 0.0013 0.0008
## Sandals 0.0015 0.0005 0.0003 0.0010 0.0015 0.0003
## Scarf 0.0000 0.0008 0.0013 0.0008 0.0008 0.0000
## Shirt 0.0015 0.0010 0.0010 0.0010 0.0010 0.0005
## Shoes 0.0010 0.0000 0.0005 0.0005 0.0013 0.0010
## Shorts 0.0010 0.0013 0.0013 0.0010 0.0008 0.0013
## Skirt 0.0028 0.0005 0.0010 0.0005 0.0005 0.0008
## Sneakers 0.0015 0.0010 0.0015 0.0005 0.0000 0.0008
## Socks 0.0005 0.0003 0.0008 0.0015 0.0008 0.0018
## Sunglasses 0.0013 0.0010 0.0015 0.0005 0.0010 0.0010
## Sweater 0.0003 0.0005 0.0008 0.0018 0.0008 0.0010
## T-shirt 0.0010 0.0005 0.0013 0.0010 0.0003 0.0005
##
## New Hampshire New Jersey New Mexico New York North Carolina
## Backpack 0.0010 0.0005 0.0008 0.0008 0.0005
## Belt 0.0005 0.0018 0.0013 0.0008 0.0005
## Blouse 0.0018 0.0008 0.0005 0.0013 0.0005
## Boots 0.0010 0.0003 0.0003 0.0005 0.0008
## Coat 0.0013 0.0005 0.0010 0.0010 0.0003
## Dress 0.0008 0.0000 0.0000 0.0010 0.0005
## Gloves 0.0008 0.0008 0.0000 0.0015 0.0015
## Handbag 0.0008 0.0003 0.0005 0.0010 0.0010
## Hat 0.0013 0.0005 0.0010 0.0005 0.0005
## Hoodie 0.0010 0.0010 0.0015 0.0005 0.0010
## Jacket 0.0005 0.0010 0.0013 0.0013 0.0010
## Jeans 0.0005 0.0000 0.0003 0.0010 0.0003
## Jewelry 0.0010 0.0000 0.0010 0.0010 0.0008
## Pants 0.0003 0.0010 0.0010 0.0000 0.0010
## Sandals 0.0003 0.0005 0.0013 0.0010 0.0013
## Scarf 0.0010 0.0015 0.0013 0.0008 0.0008
## Shirt 0.0008 0.0003 0.0008 0.0010 0.0008
## Shoes 0.0003 0.0010 0.0013 0.0015 0.0003
## Shorts 0.0000 0.0010 0.0003 0.0013 0.0010
## Skirt 0.0003 0.0005 0.0005 0.0005 0.0005
## Sneakers 0.0003 0.0008 0.0008 0.0003 0.0010
## Socks 0.0005 0.0010 0.0010 0.0008 0.0008
## Sunglasses 0.0010 0.0013 0.0015 0.0010 0.0008
## Sweater 0.0005 0.0008 0.0008 0.0008 0.0013
## T-shirt 0.0008 0.0000 0.0008 0.0010 0.0013
##
## North Dakota Ohio Oklahoma Oregon Pennsylvania Rhode Island
## Backpack 0.0003 0.0003 0.0003 0.0003 0.0003 0.0005
## Belt 0.0013 0.0003 0.0005 0.0013 0.0005 0.0008
## Blouse 0.0013 0.0008 0.0003 0.0013 0.0008 0.0005
## Boots 0.0010 0.0013 0.0010 0.0008 0.0010 0.0008
## Coat 0.0015 0.0005 0.0005 0.0008 0.0010 0.0003
## Dress 0.0008 0.0008 0.0005 0.0008 0.0013 0.0015
## Gloves 0.0003 0.0010 0.0000 0.0003 0.0008 0.0008
## Handbag 0.0008 0.0008 0.0008 0.0000 0.0003 0.0005
## Hat 0.0008 0.0005 0.0010 0.0005 0.0013 0.0003
## Hoodie 0.0008 0.0008 0.0015 0.0003 0.0008 0.0005
## Jacket 0.0021 0.0003 0.0021 0.0008 0.0000 0.0003
## Jeans 0.0010 0.0003 0.0005 0.0010 0.0003 0.0005
## Jewelry 0.0005 0.0013 0.0005 0.0005 0.0005 0.0010
## Pants 0.0008 0.0010 0.0013 0.0005 0.0008 0.0013
## Sandals 0.0005 0.0015 0.0003 0.0008 0.0003 0.0010
## Scarf 0.0010 0.0013 0.0005 0.0010 0.0015 0.0003
## Shirt 0.0003 0.0000 0.0010 0.0015 0.0008 0.0008
## Shoes 0.0010 0.0008 0.0008 0.0005 0.0005 0.0003
## Shorts 0.0005 0.0003 0.0015 0.0003 0.0005 0.0013
## Skirt 0.0003 0.0015 0.0005 0.0008 0.0013 0.0008
## Sneakers 0.0003 0.0010 0.0003 0.0013 0.0010 0.0003
## Socks 0.0013 0.0013 0.0013 0.0015 0.0010 0.0005
## Sunglasses 0.0013 0.0003 0.0010 0.0008 0.0010 0.0003
## Sweater 0.0013 0.0008 0.0003 0.0005 0.0010 0.0010
## T-shirt 0.0005 0.0013 0.0010 0.0010 0.0005 0.0003
##
## South Carolina South Dakota Tennessee Texas Utah Vermont
## Backpack 0.0005 0.0013 0.0003 0.0008 0.0000 0.0005
## Belt 0.0008 0.0005 0.0008 0.0005 0.0003 0.0010
## Blouse 0.0010 0.0008 0.0003 0.0008 0.0008 0.0005
## Boots 0.0013 0.0008 0.0010 0.0005 0.0010 0.0003
## Coat 0.0008 0.0010 0.0005 0.0008 0.0003 0.0008
## Dress 0.0010 0.0010 0.0010 0.0013 0.0013 0.0005
## Gloves 0.0008 0.0008 0.0013 0.0008 0.0005 0.0003
## Handbag 0.0003 0.0000 0.0008 0.0013 0.0013 0.0003
## Hat 0.0015 0.0005 0.0013 0.0015 0.0010 0.0005
## Hoodie 0.0015 0.0003 0.0008 0.0010 0.0003 0.0008
## Jacket 0.0008 0.0010 0.0008 0.0008 0.0010 0.0010
## Jeans 0.0005 0.0010 0.0005 0.0005 0.0005 0.0005
## Jewelry 0.0005 0.0013 0.0005 0.0000 0.0008 0.0015
## Pants 0.0013 0.0005 0.0010 0.0005 0.0013 0.0021
## Sandals 0.0003 0.0008 0.0005 0.0005 0.0003 0.0005
## Scarf 0.0010 0.0013 0.0015 0.0008 0.0008 0.0003
## Shirt 0.0010 0.0000 0.0003 0.0010 0.0003 0.0008
## Shoes 0.0013 0.0000 0.0005 0.0021 0.0008 0.0013
## Shorts 0.0003 0.0008 0.0008 0.0000 0.0026 0.0013
## Skirt 0.0005 0.0008 0.0015 0.0003 0.0000 0.0005
## Sneakers 0.0003 0.0008 0.0008 0.0008 0.0010 0.0018
## Socks 0.0008 0.0013 0.0008 0.0003 0.0008 0.0010
## Sunglasses 0.0003 0.0008 0.0005 0.0013 0.0008 0.0008
## Sweater 0.0010 0.0003 0.0008 0.0010 0.0003 0.0018
## T-shirt 0.0003 0.0005 0.0010 0.0008 0.0005 0.0013
##
## Virginia Washington West Virginia Wisconsin Wyoming
## Backpack 0.0013 0.0008 0.0005 0.0003 0.0010
## Belt 0.0003 0.0008 0.0003 0.0010 0.0005
## Blouse 0.0008 0.0008 0.0010 0.0018 0.0010
## Boots 0.0010 0.0008 0.0010 0.0005 0.0003
## Coat 0.0003 0.0008 0.0021 0.0000 0.0013
## Dress 0.0005 0.0015 0.0003 0.0005 0.0005
## Gloves 0.0010 0.0010 0.0010 0.0005 0.0010
## Handbag 0.0008 0.0008 0.0018 0.0008 0.0005
## Hat 0.0008 0.0005 0.0010 0.0010 0.0008
## Hoodie 0.0010 0.0003 0.0013 0.0010 0.0010
## Jacket 0.0008 0.0005 0.0003 0.0008 0.0003
## Jeans 0.0005 0.0005 0.0008 0.0008 0.0008
## Jewelry 0.0005 0.0010 0.0005 0.0005 0.0000
## Pants 0.0005 0.0008 0.0005 0.0008 0.0008
## Sandals 0.0005 0.0008 0.0013 0.0008 0.0005
## Scarf 0.0008 0.0008 0.0008 0.0010 0.0008
## Shirt 0.0010 0.0008 0.0005 0.0003 0.0015
## Shoes 0.0013 0.0003 0.0005 0.0010 0.0005
## Shorts 0.0015 0.0005 0.0010 0.0008 0.0003
## Skirt 0.0013 0.0010 0.0008 0.0010 0.0008
## Sneakers 0.0008 0.0008 0.0003 0.0008 0.0015
## Socks 0.0008 0.0018 0.0000 0.0005 0.0003
## Sunglasses 0.0008 0.0003 0.0021 0.0008 0.0013
## Sweater 0.0005 0.0003 0.0003 0.0005 0.0005
## T-shirt 0.0005 0.0008 0.0010 0.0015 0.0005
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Size )
##
## L M S XL
## Backpack 0.0090 0.0195 0.0046 0.0036
## Belt 0.0100 0.0169 0.0095 0.0049
## Blouse 0.0118 0.0192 0.0074 0.0054
## Boots 0.0103 0.0179 0.0054 0.0033
## Coat 0.0115 0.0169 0.0092 0.0036
## Dress 0.0121 0.0197 0.0069 0.0038
## Gloves 0.0090 0.0169 0.0056 0.0044
## Handbag 0.0087 0.0185 0.0074 0.0046
## Hat 0.0105 0.0172 0.0059 0.0059
## Hoodie 0.0103 0.0174 0.0067 0.0044
## Jacket 0.0123 0.0210 0.0051 0.0033
## Jeans 0.0100 0.0105 0.0067 0.0046
## Jewelry 0.0100 0.0197 0.0095 0.0046
## Pants 0.0118 0.0205 0.0064 0.0051
## Sandals 0.0100 0.0192 0.0074 0.0044
## Scarf 0.0115 0.0167 0.0072 0.0049
## Shirt 0.0105 0.0221 0.0051 0.0056
## Shoes 0.0121 0.0169 0.0056 0.0038
## Shorts 0.0118 0.0172 0.0069 0.0044
## Skirt 0.0136 0.0172 0.0069 0.0028
## Sneakers 0.0118 0.0144 0.0054 0.0056
## Socks 0.0103 0.0190 0.0067 0.0049
## Sunglasses 0.0100 0.0187 0.0092 0.0033
## Sweater 0.0108 0.0197 0.0069 0.0046
## T-shirt 0.0105 0.0169 0.0062 0.0041
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray Green
## Backpack 0.0010 0.0028 0.0018 0.0010 0.0008 0.0018 0.0018 0.0023 0.0021
## Belt 0.0013 0.0008 0.0031 0.0010 0.0026 0.0018 0.0015 0.0018 0.0023
## Blouse 0.0023 0.0010 0.0013 0.0021 0.0023 0.0013 0.0010 0.0021 0.0023
## Boots 0.0008 0.0008 0.0015 0.0018 0.0008 0.0018 0.0008 0.0015 0.0015
## Coat 0.0021 0.0021 0.0021 0.0015 0.0013 0.0021 0.0013 0.0021 0.0021
## Dress 0.0015 0.0021 0.0013 0.0010 0.0031 0.0028 0.0023 0.0015 0.0023
## Gloves 0.0013 0.0010 0.0015 0.0005 0.0018 0.0026 0.0015 0.0013 0.0018
## Handbag 0.0021 0.0015 0.0018 0.0018 0.0031 0.0018 0.0015 0.0026 0.0015
## Hat 0.0021 0.0010 0.0015 0.0026 0.0018 0.0010 0.0005 0.0010 0.0015
## Hoodie 0.0013 0.0013 0.0008 0.0021 0.0021 0.0015 0.0021 0.0010 0.0028
## Jacket 0.0015 0.0005 0.0028 0.0015 0.0013 0.0021 0.0015 0.0018 0.0015
## Jeans 0.0010 0.0005 0.0013 0.0013 0.0013 0.0005 0.0008 0.0008 0.0013
## Jewelry 0.0010 0.0018 0.0013 0.0021 0.0010 0.0013 0.0010 0.0036 0.0010
## Pants 0.0010 0.0023 0.0010 0.0005 0.0031 0.0031 0.0015 0.0010 0.0015
## Sandals 0.0028 0.0018 0.0028 0.0015 0.0010 0.0018 0.0008 0.0018 0.0013
## Scarf 0.0010 0.0015 0.0026 0.0010 0.0015 0.0003 0.0018 0.0010 0.0023
## Shirt 0.0015 0.0023 0.0013 0.0015 0.0010 0.0015 0.0018 0.0015 0.0018
## Shoes 0.0008 0.0015 0.0015 0.0018 0.0010 0.0010 0.0028 0.0013 0.0021
## Shorts 0.0015 0.0023 0.0013 0.0021 0.0010 0.0026 0.0018 0.0018 0.0018
## Skirt 0.0015 0.0038 0.0008 0.0013 0.0010 0.0015 0.0013 0.0018 0.0015
## Sneakers 0.0018 0.0023 0.0005 0.0010 0.0010 0.0023 0.0018 0.0013 0.0013
## Socks 0.0023 0.0026 0.0010 0.0013 0.0013 0.0008 0.0013 0.0008 0.0015
## Sunglasses 0.0015 0.0026 0.0015 0.0013 0.0015 0.0015 0.0008 0.0015 0.0010
## Sweater 0.0021 0.0013 0.0013 0.0015 0.0013 0.0031 0.0013 0.0018 0.0015
## T-shirt 0.0005 0.0013 0.0013 0.0010 0.0013 0.0008 0.0008 0.0018 0.0015
##
## Indigo Lavender Magenta Maroon Olive Orange Peach Pink Purple
## Backpack 0.0013 0.0013 0.0013 0.0010 0.0028 0.0015 0.0015 0.0010 0.0008
## Belt 0.0018 0.0021 0.0013 0.0026 0.0026 0.0013 0.0015 0.0015 0.0013
## Blouse 0.0013 0.0023 0.0023 0.0015 0.0008 0.0010 0.0018 0.0021 0.0023
## Boots 0.0018 0.0015 0.0018 0.0015 0.0021 0.0013 0.0008 0.0018 0.0015
## Coat 0.0010 0.0021 0.0015 0.0003 0.0026 0.0005 0.0013 0.0013 0.0010
## Dress 0.0013 0.0015 0.0008 0.0015 0.0021 0.0021 0.0015 0.0008 0.0018
## Gloves 0.0015 0.0003 0.0023 0.0008 0.0005 0.0013 0.0021 0.0010 0.0010
## Handbag 0.0008 0.0015 0.0015 0.0008 0.0013 0.0015 0.0010 0.0010 0.0018
## Hat 0.0015 0.0010 0.0023 0.0015 0.0015 0.0010 0.0026 0.0013 0.0018
## Hoodie 0.0013 0.0005 0.0015 0.0013 0.0018 0.0015 0.0010 0.0033 0.0018
## Jacket 0.0018 0.0021 0.0018 0.0018 0.0023 0.0015 0.0008 0.0021 0.0021
## Jeans 0.0013 0.0013 0.0018 0.0013 0.0010 0.0015 0.0008 0.0015 0.0010
## Jewelry 0.0033 0.0018 0.0021 0.0021 0.0023 0.0013 0.0028 0.0008 0.0008
## Pants 0.0023 0.0013 0.0010 0.0015 0.0005 0.0023 0.0015 0.0015 0.0018
## Sandals 0.0008 0.0023 0.0005 0.0010 0.0013 0.0026 0.0010 0.0013 0.0031
## Scarf 0.0015 0.0015 0.0023 0.0005 0.0028 0.0021 0.0026 0.0018 0.0008
## Shirt 0.0013 0.0015 0.0015 0.0026 0.0013 0.0026 0.0018 0.0013 0.0013
## Shoes 0.0008 0.0015 0.0010 0.0031 0.0026 0.0008 0.0013 0.0018 0.0013
## Shorts 0.0008 0.0010 0.0013 0.0018 0.0018 0.0013 0.0015 0.0015 0.0015
## Skirt 0.0010 0.0015 0.0010 0.0021 0.0013 0.0018 0.0023 0.0018 0.0013
## Sneakers 0.0031 0.0003 0.0023 0.0010 0.0021 0.0015 0.0015 0.0023 0.0010
## Socks 0.0023 0.0018 0.0013 0.0023 0.0018 0.0008 0.0023 0.0023 0.0023
## Sunglasses 0.0015 0.0031 0.0018 0.0013 0.0031 0.0013 0.0008 0.0015 0.0021
## Sweater 0.0005 0.0008 0.0008 0.0031 0.0018 0.0028 0.0015 0.0010 0.0015
## T-shirt 0.0018 0.0018 0.0018 0.0023 0.0015 0.0023 0.0005 0.0015 0.0018
##
## Red Silver Teal Turquoise Violet White Yellow
## Backpack 0.0018 0.0015 0.0003 0.0010 0.0015 0.0010 0.0015
## Belt 0.0015 0.0023 0.0018 0.0013 0.0005 0.0003 0.0015
## Blouse 0.0015 0.0023 0.0015 0.0015 0.0031 0.0015 0.0013
## Boots 0.0010 0.0015 0.0023 0.0003 0.0031 0.0008 0.0026
## Coat 0.0010 0.0026 0.0018 0.0013 0.0026 0.0023 0.0018
## Dress 0.0015 0.0015 0.0028 0.0010 0.0010 0.0013 0.0021
## Gloves 0.0015 0.0023 0.0013 0.0026 0.0021 0.0008 0.0013
## Handbag 0.0018 0.0010 0.0008 0.0021 0.0008 0.0010 0.0028
## Hat 0.0018 0.0015 0.0028 0.0015 0.0010 0.0013 0.0018
## Hoodie 0.0013 0.0023 0.0010 0.0010 0.0010 0.0021 0.0010
## Jacket 0.0015 0.0010 0.0018 0.0021 0.0015 0.0015 0.0015
## Jeans 0.0010 0.0023 0.0026 0.0015 0.0018 0.0008 0.0015
## Jewelry 0.0028 0.0015 0.0023 0.0008 0.0010 0.0018 0.0023
## Pants 0.0018 0.0021 0.0026 0.0031 0.0015 0.0013 0.0026
## Sandals 0.0013 0.0021 0.0026 0.0015 0.0018 0.0005 0.0018
## Scarf 0.0005 0.0018 0.0010 0.0013 0.0031 0.0021 0.0015
## Shirt 0.0013 0.0026 0.0026 0.0021 0.0023 0.0018 0.0013
## Shoes 0.0010 0.0015 0.0010 0.0018 0.0015 0.0023 0.0013
## Shorts 0.0013 0.0005 0.0021 0.0015 0.0018 0.0010 0.0033
## Skirt 0.0021 0.0010 0.0031 0.0008 0.0015 0.0023 0.0010
## Sneakers 0.0008 0.0021 0.0010 0.0008 0.0013 0.0008 0.0021
## Socks 0.0026 0.0026 0.0005 0.0005 0.0018 0.0015 0.0013
## Sunglasses 0.0021 0.0010 0.0018 0.0023 0.0005 0.0023 0.0015
## Sweater 0.0013 0.0015 0.0026 0.0023 0.0015 0.0021 0.0018
## T-shirt 0.0018 0.0018 0.0003 0.0013 0.0028 0.0021 0.0021
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Season )
##
## Fall Spring Summer Winter
## Backpack 0.0087 0.0100 0.0115 0.0064
## Belt 0.0105 0.0105 0.0100 0.0103
## Blouse 0.0108 0.0118 0.0110 0.0103
## Boots 0.0090 0.0103 0.0097 0.0079
## Coat 0.0087 0.0118 0.0108 0.0100
## Dress 0.0092 0.0110 0.0121 0.0103
## Gloves 0.0095 0.0108 0.0074 0.0082
## Handbag 0.0123 0.0092 0.0090 0.0087
## Hat 0.0128 0.0069 0.0095 0.0103
## Hoodie 0.0092 0.0092 0.0079 0.0123
## Jacket 0.0138 0.0090 0.0085 0.0105
## Jeans 0.0082 0.0082 0.0079 0.0074
## Jewelry 0.0090 0.0108 0.0121 0.0121
## Pants 0.0097 0.0082 0.0128 0.0131
## Sandals 0.0113 0.0113 0.0103 0.0082
## Scarf 0.0103 0.0105 0.0110 0.0085
## Shirt 0.0100 0.0108 0.0097 0.0128
## Shoes 0.0067 0.0103 0.0118 0.0097
## Shorts 0.0090 0.0121 0.0103 0.0090
## Skirt 0.0118 0.0118 0.0072 0.0097
## Sneakers 0.0079 0.0100 0.0092 0.0100
## Socks 0.0108 0.0103 0.0108 0.0090
## Sunglasses 0.0100 0.0085 0.0095 0.0133
## Sweater 0.0108 0.0133 0.0072 0.0108
## T-shirt 0.0100 0.0097 0.0077 0.0103
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Review.Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3
## Backpack 0.0003 0.0013 0.0010 0.0010 0.0018 0.0018 0.0021 0.0010 0.0015
## Belt 0.0013 0.0018 0.0008 0.0015 0.0013 0.0023 0.0015 0.0021 0.0021
## Blouse 0.0000 0.0026 0.0021 0.0013 0.0013 0.0036 0.0028 0.0015 0.0028
## Boots 0.0008 0.0018 0.0018 0.0005 0.0008 0.0026 0.0010 0.0013 0.0010
## Coat 0.0005 0.0021 0.0021 0.0021 0.0023 0.0005 0.0015 0.0018 0.0005
## Dress 0.0005 0.0008 0.0015 0.0013 0.0021 0.0018 0.0018 0.0018 0.0026
## Gloves 0.0013 0.0010 0.0008 0.0018 0.0013 0.0005 0.0003 0.0008 0.0010
## Handbag 0.0008 0.0018 0.0015 0.0010 0.0021 0.0015 0.0010 0.0008 0.0018
## Hat 0.0003 0.0010 0.0008 0.0005 0.0015 0.0018 0.0028 0.0015 0.0015
## Hoodie 0.0008 0.0015 0.0021 0.0015 0.0013 0.0021 0.0026 0.0013 0.0010
## Jacket 0.0013 0.0008 0.0010 0.0018 0.0021 0.0013 0.0023 0.0015 0.0026
## Jeans 0.0005 0.0018 0.0023 0.0015 0.0010 0.0008 0.0015 0.0010 0.0018
## Jewelry 0.0008 0.0018 0.0015 0.0023 0.0008 0.0023 0.0021 0.0015 0.0015
## Pants 0.0005 0.0021 0.0013 0.0026 0.0023 0.0013 0.0015 0.0018 0.0033
## Sandals 0.0005 0.0018 0.0028 0.0008 0.0021 0.0003 0.0008 0.0015 0.0018
## Scarf 0.0005 0.0021 0.0023 0.0018 0.0018 0.0008 0.0015 0.0031 0.0013
## Shirt 0.0010 0.0021 0.0021 0.0018 0.0031 0.0031 0.0013 0.0010 0.0015
## Shoes 0.0003 0.0026 0.0008 0.0005 0.0015 0.0015 0.0021 0.0026 0.0018
## Shorts 0.0005 0.0013 0.0036 0.0018 0.0013 0.0018 0.0015 0.0008 0.0008
## Skirt 0.0010 0.0010 0.0008 0.0026 0.0013 0.0008 0.0018 0.0015 0.0010
## Sneakers 0.0010 0.0008 0.0010 0.0005 0.0026 0.0021 0.0008 0.0015 0.0010
## Socks 0.0008 0.0013 0.0013 0.0008 0.0031 0.0018 0.0013 0.0018 0.0015
## Sunglasses 0.0005 0.0015 0.0018 0.0013 0.0018 0.0023 0.0015 0.0018 0.0010
## Sweater 0.0008 0.0028 0.0013 0.0013 0.0018 0.0021 0.0010 0.0023 0.0003
## T-shirt 0.0005 0.0015 0.0013 0.0010 0.0015 0.0010 0.0018 0.0013 0.0018
##
## 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2
## Backpack 0.0026 0.0023 0.0015 0.0010 0.0010 0.0015 0.0015 0.0008 0.0023
## Belt 0.0023 0.0013 0.0018 0.0008 0.0013 0.0013 0.0018 0.0018 0.0010
## Blouse 0.0013 0.0015 0.0008 0.0015 0.0015 0.0018 0.0046 0.0005 0.0021
## Boots 0.0013 0.0005 0.0021 0.0010 0.0015 0.0013 0.0023 0.0026 0.0026
## Coat 0.0008 0.0018 0.0015 0.0023 0.0010 0.0031 0.0018 0.0028 0.0015
## Dress 0.0026 0.0013 0.0026 0.0033 0.0013 0.0010 0.0005 0.0013 0.0023
## Gloves 0.0018 0.0003 0.0021 0.0015 0.0015 0.0028 0.0008 0.0023 0.0013
## Handbag 0.0013 0.0018 0.0018 0.0023 0.0021 0.0008 0.0013 0.0015 0.0013
## Hat 0.0021 0.0023 0.0008 0.0008 0.0018 0.0018 0.0038 0.0013 0.0008
## Hoodie 0.0026 0.0010 0.0005 0.0023 0.0015 0.0010 0.0010 0.0018 0.0021
## Jacket 0.0010 0.0018 0.0018 0.0018 0.0010 0.0010 0.0021 0.0003 0.0028
## Jeans 0.0021 0.0008 0.0008 0.0013 0.0015 0.0013 0.0018 0.0015 0.0008
## Jewelry 0.0028 0.0015 0.0015 0.0008 0.0015 0.0021 0.0013 0.0015 0.0021
## Pants 0.0015 0.0015 0.0015 0.0013 0.0026 0.0015 0.0021 0.0015 0.0013
## Sandals 0.0013 0.0018 0.0010 0.0013 0.0018 0.0010 0.0023 0.0018 0.0013
## Scarf 0.0018 0.0015 0.0021 0.0013 0.0015 0.0008 0.0021 0.0013 0.0010
## Shirt 0.0028 0.0023 0.0015 0.0021 0.0010 0.0018 0.0005 0.0021 0.0031
## Shoes 0.0013 0.0010 0.0010 0.0026 0.0013 0.0021 0.0018 0.0021 0.0010
## Shorts 0.0015 0.0021 0.0031 0.0018 0.0010 0.0013 0.0023 0.0010 0.0013
## Skirt 0.0018 0.0013 0.0026 0.0015 0.0010 0.0031 0.0015 0.0021 0.0023
## Sneakers 0.0026 0.0010 0.0008 0.0015 0.0021 0.0026 0.0021 0.0018 0.0026
## Socks 0.0026 0.0018 0.0015 0.0013 0.0010 0.0018 0.0013 0.0008 0.0031
## Sunglasses 0.0018 0.0038 0.0018 0.0010 0.0010 0.0013 0.0021 0.0008 0.0013
## Sweater 0.0013 0.0013 0.0013 0.0023 0.0021 0.0023 0.0023 0.0008 0.0010
## T-shirt 0.0021 0.0023 0.0005 0.0013 0.0013 0.0015 0.0015 0.0021 0.0018
##
## 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0
## Backpack 0.0008 0.0008 0.0021 0.0013 0.0023 0.0013 0.0015 0.0003
## Belt 0.0021 0.0013 0.0013 0.0028 0.0003 0.0023 0.0023 0.0010
## Blouse 0.0010 0.0013 0.0005 0.0013 0.0015 0.0018 0.0018 0.0010
## Boots 0.0000 0.0013 0.0010 0.0010 0.0005 0.0023 0.0036 0.0005
## Coat 0.0023 0.0021 0.0010 0.0015 0.0018 0.0013 0.0005 0.0008
## Dress 0.0013 0.0018 0.0013 0.0015 0.0031 0.0008 0.0018 0.0008
## Gloves 0.0023 0.0008 0.0015 0.0031 0.0026 0.0008 0.0010 0.0008
## Handbag 0.0015 0.0026 0.0018 0.0015 0.0010 0.0021 0.0015 0.0008
## Hat 0.0021 0.0021 0.0013 0.0018 0.0021 0.0013 0.0010 0.0008
## Hoodie 0.0018 0.0008 0.0003 0.0021 0.0013 0.0013 0.0023 0.0010
## Jacket 0.0028 0.0031 0.0008 0.0023 0.0013 0.0010 0.0015 0.0008
## Jeans 0.0008 0.0015 0.0008 0.0015 0.0008 0.0008 0.0010 0.0005
## Jewelry 0.0018 0.0028 0.0026 0.0008 0.0028 0.0013 0.0015 0.0005
## Pants 0.0013 0.0015 0.0018 0.0015 0.0018 0.0010 0.0026 0.0008
## Sandals 0.0021 0.0021 0.0018 0.0028 0.0010 0.0021 0.0018 0.0015
## Scarf 0.0010 0.0015 0.0026 0.0018 0.0018 0.0008 0.0015 0.0008
## Shirt 0.0008 0.0008 0.0008 0.0021 0.0010 0.0010 0.0018 0.0010
## Shoes 0.0005 0.0018 0.0018 0.0015 0.0015 0.0023 0.0013 0.0000
## Shorts 0.0023 0.0015 0.0010 0.0015 0.0010 0.0010 0.0015 0.0015
## Skirt 0.0018 0.0018 0.0013 0.0015 0.0013 0.0021 0.0013 0.0005
## Sneakers 0.0005 0.0010 0.0005 0.0026 0.0015 0.0013 0.0013 0.0003
## Socks 0.0013 0.0015 0.0026 0.0015 0.0018 0.0015 0.0013 0.0005
## Sunglasses 0.0015 0.0023 0.0013 0.0015 0.0013 0.0018 0.0026 0.0005
## Sweater 0.0023 0.0018 0.0021 0.0018 0.0008 0.0023 0.0026 0.0003
## T-shirt 0.0018 0.0008 0.0021 0.0018 0.0018 0.0015 0.0015 0.0003
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Subscription.Status )
##
## No Yes
## Backpack 0.0256 0.0110
## Belt 0.0313 0.0100
## Blouse 0.0367 0.0072
## Boots 0.0262 0.0108
## Coat 0.0282 0.0131
## Dress 0.0303 0.0123
## Gloves 0.0262 0.0097
## Handbag 0.0292 0.0100
## Hat 0.0274 0.0121
## Hoodie 0.0277 0.0110
## Jacket 0.0315 0.0103
## Jeans 0.0218 0.0100
## Jewelry 0.0328 0.0110
## Pants 0.0313 0.0126
## Sandals 0.0308 0.0103
## Scarf 0.0295 0.0108
## Shirt 0.0315 0.0118
## Shoes 0.0269 0.0115
## Shorts 0.0290 0.0113
## Skirt 0.0305 0.0100
## Sneakers 0.0259 0.0113
## Socks 0.0321 0.0087
## Sunglasses 0.0303 0.0110
## Sweater 0.0287 0.0133
## T-shirt 0.0287 0.0090
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Backpack 0.0059 0.0059 0.0064 0.0056 0.0059 0.0069
## Belt 0.0056 0.0072 0.0082 0.0072 0.0049 0.0082
## Blouse 0.0082 0.0049 0.0090 0.0062 0.0067 0.0090
## Boots 0.0046 0.0051 0.0036 0.0090 0.0072 0.0074
## Coat 0.0064 0.0072 0.0064 0.0085 0.0064 0.0064
## Dress 0.0067 0.0049 0.0082 0.0067 0.0077 0.0085
## Gloves 0.0069 0.0072 0.0069 0.0036 0.0064 0.0049
## Handbag 0.0056 0.0062 0.0074 0.0079 0.0074 0.0046
## Hat 0.0059 0.0054 0.0072 0.0079 0.0064 0.0067
## Hoodie 0.0072 0.0062 0.0069 0.0072 0.0049 0.0064
## Jacket 0.0051 0.0087 0.0059 0.0072 0.0069 0.0079
## Jeans 0.0051 0.0072 0.0038 0.0064 0.0041 0.0051
## Jewelry 0.0059 0.0085 0.0079 0.0056 0.0087 0.0072
## Pants 0.0072 0.0067 0.0092 0.0059 0.0082 0.0067
## Sandals 0.0059 0.0108 0.0049 0.0064 0.0072 0.0059
## Scarf 0.0087 0.0056 0.0082 0.0069 0.0046 0.0062
## Shirt 0.0072 0.0074 0.0059 0.0069 0.0079 0.0079
## Shoes 0.0092 0.0049 0.0072 0.0033 0.0079 0.0059
## Shorts 0.0069 0.0079 0.0077 0.0074 0.0038 0.0064
## Skirt 0.0069 0.0067 0.0064 0.0074 0.0072 0.0059
## Sneakers 0.0054 0.0062 0.0059 0.0046 0.0067 0.0085
## Socks 0.0067 0.0069 0.0077 0.0082 0.0069 0.0044
## Sunglasses 0.0062 0.0054 0.0105 0.0051 0.0067 0.0074
## Sweater 0.0059 0.0067 0.0074 0.0054 0.0085 0.0082
## T-shirt 0.0067 0.0067 0.0095 0.0056 0.0044 0.0049
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Backpack 0.0064 0.0067 0.0041 0.0069 0.0059
## Belt 0.0077 0.0064 0.0074 0.0064 0.0077
## Blouse 0.0067 0.0069 0.0074 0.0079 0.0069
## Boots 0.0064 0.0044 0.0072 0.0064 0.0069
## Coat 0.0059 0.0082 0.0059 0.0072 0.0056
## Dress 0.0079 0.0059 0.0077 0.0082 0.0064
## Gloves 0.0049 0.0074 0.0064 0.0069 0.0049
## Handbag 0.0072 0.0059 0.0051 0.0069 0.0067
## Hat 0.0074 0.0079 0.0064 0.0054 0.0062
## Hoodie 0.0064 0.0079 0.0069 0.0056 0.0054
## Jacket 0.0069 0.0064 0.0105 0.0059 0.0069
## Jeans 0.0046 0.0062 0.0049 0.0049 0.0067
## Jewelry 0.0069 0.0077 0.0064 0.0064 0.0082
## Pants 0.0064 0.0092 0.0082 0.0074 0.0054
## Sandals 0.0056 0.0077 0.0074 0.0079 0.0046
## Scarf 0.0082 0.0044 0.0054 0.0059 0.0069
## Shirt 0.0074 0.0067 0.0072 0.0059 0.0085
## Shoes 0.0054 0.0067 0.0090 0.0041 0.0067
## Shorts 0.0056 0.0077 0.0072 0.0064 0.0074
## Skirt 0.0059 0.0049 0.0069 0.0054 0.0103
## Sneakers 0.0056 0.0059 0.0077 0.0054 0.0074
## Socks 0.0090 0.0041 0.0069 0.0085 0.0067
## Sunglasses 0.0041 0.0056 0.0087 0.0092 0.0069
## Sweater 0.0074 0.0085 0.0041 0.0082 0.0059
## T-shirt 0.0046 0.0064 0.0079 0.0067 0.0067
##
## Store Pickup
## Backpack 0.0067
## Belt 0.0056
## Blouse 0.0079
## Boots 0.0056
## Coat 0.0085
## Dress 0.0064
## Gloves 0.0054
## Handbag 0.0074
## Hat 0.0062
## Hoodie 0.0064
## Jacket 0.0051
## Jeans 0.0046
## Jewelry 0.0082
## Pants 0.0072
## Sandals 0.0077
## Scarf 0.0095
## Shirt 0.0077
## Shoes 0.0067
## Shorts 0.0059
## Skirt 0.0072
## Sneakers 0.0051
## Socks 0.0056
## Sunglasses 0.0067
## Sweater 0.0079
## T-shirt 0.0054
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Discount.Applied )
##
## No Yes
## Backpack 0.0203 0.0164
## Belt 0.0228 0.0185
## Blouse 0.0290 0.0149
## Boots 0.0197 0.0172
## Coat 0.0210 0.0203
## Dress 0.0233 0.0192
## Gloves 0.0205 0.0154
## Handbag 0.0236 0.0156
## Hat 0.0197 0.0197
## Hoodie 0.0213 0.0174
## Jacket 0.0251 0.0167
## Jeans 0.0172 0.0146
## Jewelry 0.0244 0.0195
## Pants 0.0231 0.0208
## Sandals 0.0259 0.0151
## Scarf 0.0231 0.0172
## Shirt 0.0251 0.0182
## Shoes 0.0228 0.0156
## Shorts 0.0228 0.0174
## Skirt 0.0249 0.0156
## Sneakers 0.0187 0.0185
## Socks 0.0274 0.0133
## Sunglasses 0.0244 0.0169
## Sweater 0.0218 0.0203
## T-shirt 0.0221 0.0156
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Promo.Code.Used )
##
## No Yes
## Backpack 0.0203 0.0164
## Belt 0.0228 0.0185
## Blouse 0.0290 0.0149
## Boots 0.0197 0.0172
## Coat 0.0210 0.0203
## Dress 0.0233 0.0192
## Gloves 0.0205 0.0154
## Handbag 0.0236 0.0156
## Hat 0.0197 0.0197
## Hoodie 0.0213 0.0174
## Jacket 0.0251 0.0167
## Jeans 0.0172 0.0146
## Jewelry 0.0244 0.0195
## Pants 0.0231 0.0208
## Sandals 0.0259 0.0151
## Scarf 0.0231 0.0172
## Shirt 0.0251 0.0182
## Shoes 0.0228 0.0156
## Shorts 0.0228 0.0174
## Skirt 0.0249 0.0156
## Sneakers 0.0187 0.0185
## Socks 0.0274 0.0133
## Sunglasses 0.0244 0.0169
## Sweater 0.0218 0.0203
## T-shirt 0.0221 0.0156
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Backpack 0.0059 0.0062 0.0056 0.0072 0.0064 0.0054
## Belt 0.0059 0.0090 0.0092 0.0067 0.0051 0.0054
## Blouse 0.0056 0.0079 0.0095 0.0072 0.0062 0.0074
## Boots 0.0046 0.0056 0.0067 0.0079 0.0054 0.0067
## Coat 0.0056 0.0059 0.0064 0.0064 0.0087 0.0082
## Dress 0.0056 0.0069 0.0090 0.0077 0.0064 0.0069
## Gloves 0.0059 0.0072 0.0049 0.0054 0.0067 0.0059
## Handbag 0.0059 0.0062 0.0054 0.0046 0.0092 0.0079
## Hat 0.0059 0.0077 0.0069 0.0062 0.0069 0.0059
## Hoodie 0.0064 0.0067 0.0067 0.0079 0.0059 0.0051
## Jacket 0.0085 0.0072 0.0074 0.0062 0.0067 0.0059
## Jeans 0.0044 0.0074 0.0046 0.0056 0.0064 0.0033
## Jewelry 0.0049 0.0074 0.0077 0.0072 0.0082 0.0085
## Pants 0.0090 0.0087 0.0069 0.0059 0.0064 0.0069
## Sandals 0.0069 0.0067 0.0051 0.0049 0.0097 0.0077
## Scarf 0.0062 0.0046 0.0077 0.0059 0.0095 0.0064
## Shirt 0.0074 0.0069 0.0077 0.0087 0.0059 0.0067
## Shoes 0.0072 0.0072 0.0054 0.0056 0.0067 0.0064
## Shorts 0.0079 0.0067 0.0059 0.0072 0.0059 0.0067
## Skirt 0.0049 0.0049 0.0074 0.0074 0.0100 0.0059
## Sneakers 0.0049 0.0072 0.0067 0.0069 0.0046 0.0069
## Socks 0.0064 0.0067 0.0072 0.0074 0.0077 0.0054
## Sunglasses 0.0056 0.0067 0.0085 0.0069 0.0074 0.0062
## Sweater 0.0074 0.0074 0.0077 0.0062 0.0064 0.0069
## T-shirt 0.0079 0.0069 0.0059 0.0038 0.0051 0.0079
##
## ======================================
## Probabilidad conjunta P( Item.Purchased , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Backpack 0.0056 0.0054 0.0059 0.0056 0.0028 0.0054
## Belt 0.0062 0.0062 0.0069 0.0049 0.0059 0.0056
## Blouse 0.0082 0.0079 0.0079 0.0051 0.0038 0.0064
## Boots 0.0038 0.0059 0.0049 0.0064 0.0021 0.0079
## Coat 0.0059 0.0051 0.0046 0.0069 0.0051 0.0069
## Dress 0.0079 0.0051 0.0072 0.0051 0.0069 0.0044
## Gloves 0.0056 0.0059 0.0041 0.0054 0.0051 0.0049
## Handbag 0.0054 0.0051 0.0079 0.0054 0.0067 0.0049
## Hat 0.0054 0.0044 0.0051 0.0049 0.0074 0.0074
## Hoodie 0.0038 0.0069 0.0059 0.0049 0.0064 0.0056
## Jacket 0.0051 0.0051 0.0074 0.0067 0.0062 0.0064
## Jeans 0.0051 0.0023 0.0046 0.0041 0.0072 0.0049
## Jewelry 0.0067 0.0082 0.0064 0.0054 0.0051 0.0059
## Pants 0.0054 0.0049 0.0064 0.0051 0.0082 0.0072
## Sandals 0.0067 0.0054 0.0069 0.0062 0.0059 0.0044
## Scarf 0.0074 0.0051 0.0054 0.0059 0.0062 0.0051
## Shirt 0.0079 0.0059 0.0051 0.0049 0.0072 0.0056
## Shoes 0.0067 0.0051 0.0062 0.0049 0.0056 0.0046
## Shorts 0.0044 0.0069 0.0062 0.0062 0.0051 0.0051
## Skirt 0.0051 0.0049 0.0062 0.0062 0.0064 0.0049
## Sneakers 0.0051 0.0041 0.0056 0.0072 0.0056 0.0044
## Socks 0.0074 0.0062 0.0062 0.0044 0.0067 0.0064
## Sunglasses 0.0049 0.0059 0.0044 0.0062 0.0046 0.0092
## Sweater 0.0056 0.0074 0.0056 0.0064 0.0038 0.0051
## T-shirt 0.0051 0.0049 0.0067 0.0049 0.0056 0.0056
##
## Weekly
## Backpack 0.0059
## Belt 0.0056
## Blouse 0.0044
## Boots 0.0059
## Coat 0.0067
## Dress 0.0059
## Gloves 0.0049
## Handbag 0.0038
## Hat 0.0049
## Hoodie 0.0051
## Jacket 0.0049
## Jeans 0.0036
## Jewelry 0.0062
## Pants 0.0067
## Sandals 0.0056
## Scarf 0.0051
## Shirt 0.0067
## Shoes 0.0054
## Shorts 0.0064
## Skirt 0.0069
## Sneakers 0.0051
## Socks 0.0036
## Sunglasses 0.0062
## Sweater 0.0079
## T-shirt 0.0049
##
## ======================================
## Probabilidad conjunta P( Category , Location )
##
## Alabama Alaska Arizona Arkansas California Colorado Connecticut
## Accessories 0.0064 0.0067 0.0051 0.0067 0.0079 0.0062 0.0062
## Clothing 0.0105 0.0085 0.0082 0.0095 0.0121 0.0082 0.0082
## Footwear 0.0038 0.0023 0.0015 0.0026 0.0028 0.0031 0.0031
## Outerwear 0.0021 0.0010 0.0018 0.0015 0.0015 0.0018 0.0026
##
## Delaware Florida Georgia Hawaii Idaho Illinois Indiana Iowa
## Accessories 0.0072 0.0054 0.0059 0.0049 0.0074 0.0069 0.0064 0.0059
## Clothing 0.0105 0.0077 0.0105 0.0074 0.0108 0.0118 0.0095 0.0059
## Footwear 0.0036 0.0021 0.0036 0.0023 0.0031 0.0028 0.0026 0.0036
## Outerwear 0.0008 0.0023 0.0003 0.0021 0.0026 0.0021 0.0018 0.0023
##
## Kansas Kentucky Louisiana Maine Maryland Massachusetts Michigan
## Accessories 0.0044 0.0087 0.0069 0.0049 0.0069 0.0046 0.0049
## Clothing 0.0067 0.0077 0.0113 0.0087 0.0087 0.0087 0.0079
## Footwear 0.0036 0.0013 0.0028 0.0044 0.0044 0.0036 0.0038
## Outerwear 0.0015 0.0026 0.0005 0.0018 0.0021 0.0015 0.0021
##
## Minnesota Mississippi Missouri Montana Nebraska Nevada
## Accessories 0.0064 0.0082 0.0069 0.0072 0.0095 0.0082
## Clothing 0.0108 0.0085 0.0095 0.0115 0.0077 0.0097
## Footwear 0.0044 0.0023 0.0031 0.0031 0.0041 0.0031
## Outerwear 0.0010 0.0015 0.0013 0.0028 0.0010 0.0013
##
## New Hampshire New Jersey New Mexico New York North Carolina
## Accessories 0.0074 0.0067 0.0074 0.0074 0.0064
## Clothing 0.0072 0.0064 0.0074 0.0092 0.0090
## Footwear 0.0018 0.0026 0.0036 0.0033 0.0033
## Outerwear 0.0018 0.0015 0.0023 0.0023 0.0013
##
## North Dakota Ohio Oklahoma Oregon Pennsylvania Rhode Island
## Accessories 0.0062 0.0056 0.0046 0.0046 0.0062 0.0044
## Clothing 0.0087 0.0087 0.0097 0.0095 0.0090 0.0090
## Footwear 0.0028 0.0046 0.0023 0.0033 0.0028 0.0023
## Outerwear 0.0036 0.0008 0.0026 0.0015 0.0010 0.0005
##
## South Carolina South Dakota Tennessee Texas Utah Vermont
## Accessories 0.0056 0.0064 0.0069 0.0069 0.0054 0.0051
## Clothing 0.0092 0.0072 0.0087 0.0074 0.0085 0.0110
## Footwear 0.0031 0.0023 0.0028 0.0038 0.0031 0.0038
## Outerwear 0.0015 0.0021 0.0013 0.0015 0.0013 0.0018
##
## Virginia Washington West Virginia Wisconsin Wyoming
## Accessories 0.0062 0.0059 0.0079 0.0059 0.0059
## Clothing 0.0090 0.0090 0.0074 0.0095 0.0079
## Footwear 0.0036 0.0026 0.0031 0.0031 0.0028
## Outerwear 0.0010 0.0013 0.0023 0.0008 0.0015
##
## ======================================
## Probabilidad conjunta P( Category , Size )
##
## L M S XL
## Accessories 0.0787 0.1441 0.0590 0.0362
## Clothing 0.1233 0.1995 0.0728 0.0497
## Footwear 0.0441 0.0685 0.0238 0.0172
## Outerwear 0.0238 0.0379 0.0144 0.0069
##
## ======================================
## Probabilidad conjunta P( Category , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray Green
## Accessories 0.0113 0.0131 0.0151 0.0113 0.0141 0.0121 0.0105 0.0151 0.0136
## Clothing 0.0167 0.0208 0.0126 0.0156 0.0187 0.0195 0.0159 0.0159 0.0200
## Footwear 0.0062 0.0064 0.0064 0.0062 0.0038 0.0069 0.0062 0.0059 0.0062
## Outerwear 0.0036 0.0026 0.0049 0.0031 0.0026 0.0041 0.0028 0.0038 0.0036
##
## Indigo Lavender Magenta Maroon Olive Orange Peach Pink Purple
## Accessories 0.0133 0.0126 0.0149 0.0105 0.0169 0.0113 0.0149 0.0100 0.0103
## Clothing 0.0151 0.0154 0.0151 0.0213 0.0156 0.0200 0.0167 0.0187 0.0185
## Footwear 0.0064 0.0056 0.0056 0.0067 0.0079 0.0062 0.0046 0.0072 0.0069
## Outerwear 0.0028 0.0041 0.0033 0.0021 0.0049 0.0021 0.0021 0.0033 0.0031
##
## Red Silver Teal Turquoise Violet White Yellow
## Accessories 0.0138 0.0131 0.0121 0.0128 0.0105 0.0105 0.0144
## Clothing 0.0174 0.0205 0.0215 0.0167 0.0203 0.0177 0.0192
## Footwear 0.0041 0.0072 0.0069 0.0044 0.0077 0.0044 0.0077
## Outerwear 0.0026 0.0036 0.0036 0.0033 0.0041 0.0038 0.0033
##
## ======================================
## Probabilidad conjunta P( Category , Season )
##
## Fall Spring Summer Winter
## Accessories 0.0831 0.0772 0.0800 0.0777
## Clothing 0.1095 0.1164 0.1046 0.1149
## Footwear 0.0349 0.0418 0.0410 0.0359
## Outerwear 0.0226 0.0208 0.0192 0.0205
##
## ======================================
## Probabilidad conjunta P( Category , Review.Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3
## Accessories 0.0056 0.0123 0.0105 0.0113 0.0123 0.0133 0.0128 0.0126 0.0118
## Clothing 0.0069 0.0187 0.0195 0.0174 0.0200 0.0200 0.0190 0.0162 0.0185
## Footwear 0.0026 0.0069 0.0064 0.0023 0.0069 0.0064 0.0046 0.0069 0.0056
## Outerwear 0.0018 0.0028 0.0031 0.0038 0.0044 0.0018 0.0038 0.0033 0.0031
##
## 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2
## Accessories 0.0164 0.0149 0.0133 0.0095 0.0118 0.0123 0.0146 0.0113 0.0110
## Clothing 0.0221 0.0172 0.0167 0.0200 0.0159 0.0185 0.0195 0.0154 0.0210
## Footwear 0.0064 0.0044 0.0049 0.0064 0.0067 0.0069 0.0085 0.0082 0.0074
## Outerwear 0.0018 0.0036 0.0033 0.0041 0.0021 0.0041 0.0038 0.0031 0.0044
##
## 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0
## Accessories 0.0131 0.0141 0.0144 0.0146 0.0141 0.0115 0.0131 0.0054
## Clothing 0.0164 0.0151 0.0144 0.0182 0.0162 0.0151 0.0195 0.0082
## Footwear 0.0031 0.0062 0.0051 0.0079 0.0046 0.0079 0.0079 0.0023
## Outerwear 0.0051 0.0051 0.0018 0.0038 0.0031 0.0023 0.0021 0.0015
##
## ======================================
## Probabilidad conjunta P( Category , Subscription.Status )
##
## No Yes
## Accessories 0.2323 0.0856
## Clothing 0.3282 0.1172
## Footwear 0.1097 0.0438
## Outerwear 0.0597 0.0233
##
## ======================================
## Probabilidad conjunta P( Category , Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Accessories 0.0508 0.0513 0.0628 0.0500 0.0510 0.0521
## Clothing 0.0746 0.0721 0.0818 0.0733 0.0703 0.0733
## Footwear 0.0251 0.0269 0.0215 0.0233 0.0290 0.0277
## Outerwear 0.0115 0.0159 0.0123 0.0156 0.0133 0.0144
##
## ======================================
## Probabilidad conjunta P( Category , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Accessories 0.0528 0.0521 0.0500 0.0541 0.0533
## Clothing 0.0721 0.0744 0.0754 0.0751 0.0762
## Footwear 0.0231 0.0246 0.0313 0.0238 0.0256
## Outerwear 0.0128 0.0146 0.0164 0.0131 0.0126
##
## Store Pickup
## Accessories 0.0556
## Clothing 0.0723
## Footwear 0.0251
## Outerwear 0.0136
##
## ======================================
## Probabilidad conjunta P( Category , Discount.Applied )
##
## No Yes
## Accessories 0.1787 0.1392
## Clothing 0.2579 0.1874
## Footwear 0.0872 0.0664
## Outerwear 0.0462 0.0369
##
## ======================================
## Probabilidad conjunta P( Category , Promo.Code.Used )
##
## No Yes
## Accessories 0.1787 0.1392
## Clothing 0.2579 0.1874
## Footwear 0.0872 0.0664
## Outerwear 0.0462 0.0369
##
## ======================================
## Probabilidad conjunta P( Category , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Accessories 0.0462 0.0549 0.0559 0.0500 0.0595 0.0515
## Clothing 0.0731 0.0772 0.0785 0.0751 0.0723 0.0692
## Footwear 0.0236 0.0267 0.0238 0.0254 0.0264 0.0277
## Outerwear 0.0141 0.0131 0.0138 0.0126 0.0154 0.0141
##
## ======================================
## Probabilidad conjunta P( Category , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Accessories 0.0472 0.0462 0.0462 0.0436 0.0438 0.0485
## Clothing 0.0662 0.0633 0.0679 0.0572 0.0674 0.0613
## Footwear 0.0223 0.0205 0.0236 0.0246 0.0192 0.0213
## Outerwear 0.0110 0.0103 0.0121 0.0136 0.0113 0.0133
##
## Weekly
## Accessories 0.0426
## Clothing 0.0621
## Footwear 0.0221
## Outerwear 0.0115
##
## ======================================
## Probabilidad conjunta P( Location , Size )
##
## L M S XL
## Alabama 0.0059 0.0100 0.0044 0.0026
## Alaska 0.0046 0.0079 0.0036 0.0023
## Arizona 0.0049 0.0059 0.0031 0.0028
## Arkansas 0.0046 0.0103 0.0033 0.0021
## California 0.0059 0.0121 0.0028 0.0036
## Colorado 0.0072 0.0074 0.0031 0.0015
## Connecticut 0.0069 0.0087 0.0026 0.0018
## Delaware 0.0054 0.0108 0.0033 0.0026
## Florida 0.0046 0.0110 0.0008 0.0010
## Georgia 0.0046 0.0108 0.0031 0.0018
## Hawaii 0.0059 0.0074 0.0023 0.0010
## Idaho 0.0054 0.0105 0.0056 0.0023
## Illinois 0.0072 0.0085 0.0062 0.0018
## Indiana 0.0056 0.0072 0.0044 0.0031
## Iowa 0.0031 0.0085 0.0036 0.0026
## Kansas 0.0028 0.0085 0.0021 0.0028
## Kentucky 0.0044 0.0092 0.0049 0.0018
## Louisiana 0.0077 0.0100 0.0026 0.0013
## Maine 0.0054 0.0095 0.0026 0.0023
## Maryland 0.0046 0.0115 0.0028 0.0031
## Massachusetts 0.0054 0.0067 0.0051 0.0013
## Michigan 0.0051 0.0085 0.0031 0.0021
## Minnesota 0.0072 0.0110 0.0031 0.0013
## Mississippi 0.0054 0.0069 0.0046 0.0036
## Missouri 0.0062 0.0097 0.0033 0.0015
## Montana 0.0069 0.0097 0.0049 0.0031
## Nebraska 0.0046 0.0105 0.0031 0.0041
## Nevada 0.0059 0.0100 0.0044 0.0021
## New Hampshire 0.0046 0.0079 0.0033 0.0023
## New Jersey 0.0041 0.0082 0.0031 0.0018
## New Mexico 0.0062 0.0108 0.0021 0.0018
## New York 0.0069 0.0090 0.0041 0.0023
## North Carolina 0.0054 0.0090 0.0044 0.0013
## North Dakota 0.0056 0.0092 0.0028 0.0036
## Ohio 0.0067 0.0074 0.0033 0.0023
## Oklahoma 0.0062 0.0087 0.0023 0.0021
## Oregon 0.0049 0.0092 0.0031 0.0018
## Pennsylvania 0.0046 0.0079 0.0046 0.0018
## Rhode Island 0.0041 0.0077 0.0015 0.0028
## South Carolina 0.0044 0.0082 0.0041 0.0028
## South Dakota 0.0054 0.0074 0.0036 0.0015
## Tennessee 0.0051 0.0092 0.0028 0.0026
## Texas 0.0054 0.0103 0.0018 0.0023
## Utah 0.0046 0.0090 0.0028 0.0018
## Vermont 0.0062 0.0095 0.0046 0.0015
## Virginia 0.0046 0.0095 0.0028 0.0028
## Washington 0.0046 0.0092 0.0031 0.0018
## West Virginia 0.0069 0.0082 0.0041 0.0015
## Wisconsin 0.0064 0.0077 0.0031 0.0021
## Wyoming 0.0038 0.0079 0.0041 0.0023
##
## ======================================
## Probabilidad conjunta P( Location , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray
## Alabama 0.0010 0.0013 0.0010 0.0005 0.0005 0.0005 0.0008 0.0010
## Alaska 0.0008 0.0010 0.0008 0.0008 0.0005 0.0008 0.0010 0.0005
## Arizona 0.0010 0.0005 0.0005 0.0005 0.0000 0.0010 0.0010 0.0005
## Arkansas 0.0003 0.0015 0.0008 0.0000 0.0008 0.0005 0.0013 0.0003
## California 0.0015 0.0010 0.0008 0.0005 0.0015 0.0005 0.0008 0.0010
## Colorado 0.0010 0.0013 0.0008 0.0003 0.0015 0.0005 0.0003 0.0003
## Connecticut 0.0010 0.0008 0.0003 0.0005 0.0005 0.0010 0.0010 0.0008
## Delaware 0.0005 0.0013 0.0008 0.0010 0.0008 0.0010 0.0010 0.0005
## Florida 0.0013 0.0008 0.0008 0.0008 0.0005 0.0008 0.0003 0.0008
## Georgia 0.0000 0.0005 0.0003 0.0008 0.0015 0.0010 0.0008 0.0013
## Hawaii 0.0003 0.0013 0.0005 0.0005 0.0005 0.0008 0.0008 0.0003
## Idaho 0.0000 0.0026 0.0008 0.0013 0.0003 0.0015 0.0008 0.0013
## Illinois 0.0005 0.0013 0.0008 0.0015 0.0008 0.0010 0.0008 0.0021
## Indiana 0.0008 0.0003 0.0010 0.0005 0.0010 0.0015 0.0003 0.0005
## Iowa 0.0008 0.0013 0.0005 0.0005 0.0005 0.0013 0.0003 0.0005
## Kansas 0.0010 0.0005 0.0005 0.0003 0.0003 0.0003 0.0003 0.0013
## Kentucky 0.0013 0.0005 0.0013 0.0005 0.0010 0.0008 0.0008 0.0013
## Louisiana 0.0008 0.0015 0.0005 0.0010 0.0008 0.0005 0.0005 0.0003
## Maine 0.0008 0.0003 0.0008 0.0010 0.0008 0.0005 0.0008 0.0005
## Maryland 0.0010 0.0008 0.0003 0.0005 0.0013 0.0008 0.0010 0.0015
## Massachusetts 0.0015 0.0008 0.0008 0.0005 0.0005 0.0005 0.0003 0.0003
## Michigan 0.0000 0.0010 0.0005 0.0005 0.0008 0.0005 0.0005 0.0013
## Minnesota 0.0013 0.0008 0.0013 0.0010 0.0008 0.0000 0.0008 0.0010
## Mississippi 0.0008 0.0005 0.0013 0.0003 0.0008 0.0008 0.0000 0.0005
## Missouri 0.0008 0.0013 0.0010 0.0018 0.0008 0.0008 0.0000 0.0005
## Montana 0.0005 0.0013 0.0003 0.0013 0.0010 0.0010 0.0005 0.0018
## Nebraska 0.0003 0.0005 0.0010 0.0008 0.0008 0.0018 0.0008 0.0008
## Nevada 0.0005 0.0010 0.0005 0.0010 0.0005 0.0010 0.0013 0.0010
## New Hampshire 0.0010 0.0005 0.0010 0.0003 0.0008 0.0010 0.0013 0.0013
## New Jersey 0.0015 0.0003 0.0008 0.0005 0.0003 0.0008 0.0015 0.0005
## New Mexico 0.0003 0.0008 0.0003 0.0018 0.0015 0.0010 0.0005 0.0008
## New York 0.0005 0.0013 0.0003 0.0005 0.0015 0.0008 0.0010 0.0018
## North Carolina 0.0008 0.0008 0.0015 0.0003 0.0015 0.0005 0.0003 0.0010
## North Dakota 0.0013 0.0003 0.0013 0.0010 0.0010 0.0008 0.0008 0.0005
## Ohio 0.0003 0.0008 0.0005 0.0008 0.0005 0.0008 0.0005 0.0008
## Oklahoma 0.0003 0.0008 0.0003 0.0010 0.0015 0.0010 0.0005 0.0010
## Oregon 0.0013 0.0008 0.0010 0.0005 0.0003 0.0008 0.0010 0.0003
## Pennsylvania 0.0010 0.0003 0.0018 0.0003 0.0003 0.0003 0.0013 0.0008
## Rhode Island 0.0005 0.0005 0.0008 0.0010 0.0008 0.0005 0.0005 0.0000
## South Carolina 0.0008 0.0010 0.0000 0.0010 0.0005 0.0013 0.0008 0.0010
## South Dakota 0.0008 0.0000 0.0005 0.0003 0.0010 0.0010 0.0008 0.0010
## Tennessee 0.0008 0.0010 0.0013 0.0008 0.0008 0.0026 0.0005 0.0003
## Texas 0.0010 0.0010 0.0005 0.0013 0.0008 0.0013 0.0000 0.0010
## Utah 0.0015 0.0005 0.0013 0.0013 0.0005 0.0005 0.0005 0.0003
## Vermont 0.0005 0.0010 0.0013 0.0008 0.0008 0.0013 0.0010 0.0018
## Virginia 0.0000 0.0000 0.0010 0.0010 0.0010 0.0010 0.0010 0.0003
## Washington 0.0010 0.0013 0.0008 0.0005 0.0003 0.0005 0.0010 0.0008
## West Virginia 0.0008 0.0013 0.0005 0.0003 0.0013 0.0008 0.0005 0.0008
## Wisconsin 0.0003 0.0003 0.0015 0.0005 0.0005 0.0005 0.0003 0.0003
## Wyoming 0.0003 0.0010 0.0005 0.0000 0.0005 0.0005 0.0013 0.0010
##
## Green Indigo Lavender Magenta Maroon Olive Orange Peach
## Alabama 0.0010 0.0010 0.0003 0.0015 0.0008 0.0010 0.0008 0.0013
## Alaska 0.0015 0.0000 0.0005 0.0008 0.0005 0.0015 0.0005 0.0008
## Arizona 0.0010 0.0005 0.0005 0.0003 0.0008 0.0008 0.0003 0.0013
## Arkansas 0.0013 0.0008 0.0013 0.0000 0.0013 0.0008 0.0008 0.0003
## California 0.0015 0.0013 0.0013 0.0005 0.0010 0.0005 0.0010 0.0010
## Colorado 0.0013 0.0008 0.0003 0.0005 0.0010 0.0005 0.0003 0.0008
## Connecticut 0.0000 0.0008 0.0013 0.0008 0.0013 0.0008 0.0003 0.0013
## Delaware 0.0003 0.0013 0.0008 0.0005 0.0010 0.0008 0.0018 0.0010
## Florida 0.0008 0.0008 0.0000 0.0005 0.0005 0.0010 0.0005 0.0005
## Georgia 0.0010 0.0000 0.0010 0.0003 0.0005 0.0028 0.0008 0.0013
## Hawaii 0.0015 0.0000 0.0013 0.0005 0.0005 0.0003 0.0010 0.0003
## Idaho 0.0005 0.0003 0.0013 0.0008 0.0005 0.0008 0.0005 0.0008
## Illinois 0.0013 0.0005 0.0003 0.0010 0.0015 0.0021 0.0005 0.0005
## Indiana 0.0003 0.0013 0.0008 0.0010 0.0000 0.0013 0.0010 0.0003
## Iowa 0.0010 0.0003 0.0003 0.0008 0.0010 0.0010 0.0005 0.0015
## Kansas 0.0010 0.0005 0.0005 0.0010 0.0008 0.0008 0.0000 0.0003
## Kentucky 0.0010 0.0003 0.0013 0.0003 0.0010 0.0008 0.0005 0.0010
## Louisiana 0.0008 0.0013 0.0008 0.0005 0.0003 0.0013 0.0003 0.0008
## Maine 0.0008 0.0005 0.0010 0.0008 0.0003 0.0013 0.0013 0.0003
## Maryland 0.0000 0.0013 0.0010 0.0013 0.0005 0.0015 0.0008 0.0005
## Massachusetts 0.0018 0.0005 0.0003 0.0010 0.0005 0.0013 0.0005 0.0008
## Michigan 0.0008 0.0010 0.0005 0.0021 0.0008 0.0008 0.0010 0.0005
## Minnesota 0.0000 0.0003 0.0008 0.0013 0.0008 0.0008 0.0015 0.0005
## Mississippi 0.0008 0.0015 0.0008 0.0013 0.0013 0.0008 0.0013 0.0013
## Missouri 0.0005 0.0005 0.0008 0.0010 0.0008 0.0015 0.0008 0.0005
## Montana 0.0010 0.0010 0.0003 0.0010 0.0008 0.0015 0.0018 0.0005
## Nebraska 0.0010 0.0008 0.0005 0.0005 0.0008 0.0008 0.0013 0.0010
## Nevada 0.0005 0.0008 0.0010 0.0008 0.0013 0.0008 0.0023 0.0015
## New Hampshire 0.0008 0.0005 0.0005 0.0008 0.0003 0.0000 0.0003 0.0010
## New Jersey 0.0005 0.0008 0.0008 0.0008 0.0005 0.0003 0.0003 0.0005
## New Mexico 0.0008 0.0010 0.0008 0.0003 0.0010 0.0021 0.0015 0.0008
## New York 0.0005 0.0008 0.0010 0.0008 0.0010 0.0003 0.0010 0.0013
## North Carolina 0.0005 0.0010 0.0013 0.0023 0.0013 0.0003 0.0008 0.0010
## North Dakota 0.0015 0.0005 0.0003 0.0013 0.0008 0.0013 0.0003 0.0008
## Ohio 0.0018 0.0015 0.0013 0.0010 0.0005 0.0003 0.0013 0.0005
## Oklahoma 0.0013 0.0008 0.0008 0.0005 0.0008 0.0010 0.0013 0.0003
## Oregon 0.0005 0.0008 0.0010 0.0005 0.0008 0.0010 0.0000 0.0010
## Pennsylvania 0.0005 0.0008 0.0010 0.0013 0.0010 0.0008 0.0010 0.0008
## Rhode Island 0.0015 0.0008 0.0005 0.0003 0.0003 0.0008 0.0008 0.0005
## South Carolina 0.0008 0.0010 0.0008 0.0003 0.0005 0.0010 0.0010 0.0003
## South Dakota 0.0013 0.0013 0.0005 0.0010 0.0008 0.0003 0.0005 0.0008
## Tennessee 0.0003 0.0005 0.0010 0.0018 0.0005 0.0010 0.0008 0.0008
## Texas 0.0013 0.0013 0.0005 0.0005 0.0008 0.0005 0.0005 0.0013
## Utah 0.0015 0.0000 0.0013 0.0003 0.0013 0.0013 0.0000 0.0008
## Vermont 0.0005 0.0010 0.0008 0.0005 0.0013 0.0003 0.0005 0.0003
## Virginia 0.0010 0.0003 0.0008 0.0003 0.0010 0.0008 0.0008 0.0010
## Washington 0.0003 0.0005 0.0003 0.0003 0.0005 0.0005 0.0005 0.0008
## West Virginia 0.0005 0.0013 0.0008 0.0003 0.0010 0.0008 0.0005 0.0005
## Wisconsin 0.0005 0.0010 0.0008 0.0008 0.0013 0.0003 0.0010 0.0008
## Wyoming 0.0008 0.0005 0.0005 0.0008 0.0013 0.0010 0.0010 0.0003
##
## Pink Purple Red Silver Teal Turquoise Violet White
## Alabama 0.0008 0.0013 0.0015 0.0013 0.0008 0.0003 0.0008 0.0005
## Alaska 0.0010 0.0005 0.0008 0.0003 0.0013 0.0003 0.0008 0.0005
## Arizona 0.0008 0.0010 0.0000 0.0010 0.0008 0.0003 0.0003 0.0005
## Arkansas 0.0005 0.0013 0.0010 0.0010 0.0013 0.0008 0.0008 0.0003
## California 0.0010 0.0005 0.0008 0.0013 0.0005 0.0028 0.0005 0.0003
## Colorado 0.0005 0.0005 0.0005 0.0015 0.0010 0.0018 0.0010 0.0008
## Connecticut 0.0005 0.0010 0.0000 0.0005 0.0008 0.0005 0.0010 0.0015
## Delaware 0.0008 0.0005 0.0010 0.0018 0.0015 0.0003 0.0008 0.0008
## Florida 0.0010 0.0003 0.0005 0.0005 0.0010 0.0008 0.0005 0.0013
## Georgia 0.0005 0.0010 0.0008 0.0013 0.0003 0.0005 0.0003 0.0015
## Hawaii 0.0005 0.0008 0.0005 0.0005 0.0010 0.0010 0.0008 0.0000
## Idaho 0.0013 0.0010 0.0015 0.0008 0.0013 0.0013 0.0015 0.0003
## Illinois 0.0008 0.0008 0.0010 0.0005 0.0018 0.0005 0.0005 0.0003
## Indiana 0.0008 0.0013 0.0013 0.0008 0.0003 0.0013 0.0010 0.0008
## Iowa 0.0005 0.0008 0.0008 0.0003 0.0008 0.0008 0.0003 0.0008
## Kansas 0.0000 0.0010 0.0005 0.0005 0.0008 0.0005 0.0015 0.0021
## Kentucky 0.0005 0.0005 0.0005 0.0005 0.0005 0.0000 0.0018 0.0005
## Louisiana 0.0008 0.0015 0.0005 0.0018 0.0005 0.0018 0.0003 0.0010
## Maine 0.0013 0.0008 0.0005 0.0003 0.0008 0.0008 0.0005 0.0010
## Maryland 0.0005 0.0013 0.0010 0.0013 0.0005 0.0000 0.0008 0.0015
## Massachusetts 0.0003 0.0010 0.0008 0.0008 0.0013 0.0005 0.0005 0.0008
## Michigan 0.0013 0.0005 0.0003 0.0005 0.0013 0.0005 0.0008 0.0003
## Minnesota 0.0010 0.0023 0.0005 0.0010 0.0015 0.0010 0.0013 0.0005
## Mississippi 0.0013 0.0010 0.0005 0.0005 0.0008 0.0010 0.0008 0.0005
## Missouri 0.0013 0.0003 0.0008 0.0008 0.0008 0.0003 0.0013 0.0005
## Montana 0.0013 0.0008 0.0013 0.0008 0.0005 0.0005 0.0015 0.0010
## Nebraska 0.0010 0.0005 0.0013 0.0015 0.0010 0.0018 0.0008 0.0005
## Nevada 0.0008 0.0000 0.0013 0.0010 0.0008 0.0003 0.0000 0.0015
## New Hampshire 0.0013 0.0005 0.0008 0.0005 0.0003 0.0005 0.0010 0.0008
## New Jersey 0.0008 0.0010 0.0005 0.0013 0.0005 0.0005 0.0008 0.0005
## New Mexico 0.0013 0.0005 0.0003 0.0008 0.0010 0.0005 0.0005 0.0005
## New York 0.0005 0.0005 0.0013 0.0005 0.0018 0.0008 0.0008 0.0003
## North Carolina 0.0010 0.0003 0.0005 0.0000 0.0005 0.0008 0.0010 0.0003
## North Dakota 0.0005 0.0003 0.0003 0.0013 0.0010 0.0010 0.0010 0.0018
## Ohio 0.0005 0.0013 0.0003 0.0013 0.0013 0.0000 0.0008 0.0008
## Oklahoma 0.0008 0.0013 0.0008 0.0003 0.0003 0.0003 0.0013 0.0008
## Oregon 0.0008 0.0008 0.0013 0.0013 0.0008 0.0008 0.0005 0.0008
## Pennsylvania 0.0008 0.0005 0.0008 0.0005 0.0010 0.0003 0.0008 0.0003
## Rhode Island 0.0003 0.0003 0.0005 0.0013 0.0018 0.0010 0.0005 0.0000
## South Carolina 0.0008 0.0003 0.0010 0.0010 0.0013 0.0005 0.0005 0.0010
## South Dakota 0.0008 0.0005 0.0000 0.0008 0.0008 0.0010 0.0013 0.0005
## Tennessee 0.0003 0.0010 0.0008 0.0008 0.0005 0.0005 0.0003 0.0005
## Texas 0.0008 0.0005 0.0015 0.0010 0.0000 0.0005 0.0005 0.0005
## Utah 0.0003 0.0003 0.0008 0.0008 0.0005 0.0005 0.0005 0.0005
## Vermont 0.0015 0.0010 0.0005 0.0008 0.0003 0.0008 0.0013 0.0005
## Virginia 0.0013 0.0010 0.0005 0.0010 0.0010 0.0018 0.0010 0.0003
## Washington 0.0008 0.0005 0.0003 0.0015 0.0013 0.0013 0.0008 0.0013
## West Virginia 0.0010 0.0005 0.0010 0.0005 0.0010 0.0013 0.0015 0.0013
## Wisconsin 0.0003 0.0010 0.0015 0.0018 0.0015 0.0000 0.0015 0.0008
## Wyoming 0.0005 0.0008 0.0010 0.0008 0.0003 0.0005 0.0018 0.0008
##
## Yellow
## Alabama 0.0013
## Alaska 0.0008
## Arizona 0.0015
## Arkansas 0.0015
## California 0.0008
## Colorado 0.0003
## Connecticut 0.0018
## Delaware 0.0003
## Florida 0.0010
## Georgia 0.0003
## Hawaii 0.0013
## Idaho 0.0010
## Illinois 0.0010
## Indiana 0.0010
## Iowa 0.0008
## Kansas 0.0000
## Kentucky 0.0018
## Louisiana 0.0015
## Maine 0.0023
## Maryland 0.0010
## Massachusetts 0.0008
## Michigan 0.0008
## Minnesota 0.0005
## Mississippi 0.0003
## Missouri 0.0015
## Montana 0.0013
## Nebraska 0.0005
## Nevada 0.0008
## New Hampshire 0.0013
## New Jersey 0.0008
## New Mexico 0.0003
## New York 0.0015
## North Carolina 0.0005
## North Dakota 0.0005
## Ohio 0.0005
## Oklahoma 0.0005
## Oregon 0.0005
## Pennsylvania 0.0010
## Rhode Island 0.0005
## South Carolina 0.0010
## South Dakota 0.0005
## Tennessee 0.0005
## Texas 0.0008
## Utah 0.0013
## Vermont 0.0015
## Virginia 0.0005
## Washington 0.0013
## West Virginia 0.0008
## Wisconsin 0.0003
## Wyoming 0.0005
##
## ======================================
## Probabilidad conjunta P( Location , Season )
##
## Fall Spring Summer Winter
## Alabama 0.0062 0.0062 0.0062 0.0044
## Alaska 0.0038 0.0069 0.0031 0.0046
## Arizona 0.0046 0.0041 0.0046 0.0033
## Arkansas 0.0049 0.0062 0.0051 0.0041
## California 0.0069 0.0059 0.0059 0.0056
## Colorado 0.0031 0.0056 0.0046 0.0059
## Connecticut 0.0051 0.0054 0.0038 0.0056
## Delaware 0.0062 0.0056 0.0051 0.0051
## Florida 0.0051 0.0033 0.0044 0.0046
## Georgia 0.0046 0.0051 0.0046 0.0059
## Hawaii 0.0051 0.0036 0.0038 0.0041
## Idaho 0.0064 0.0067 0.0067 0.0041
## Illinois 0.0056 0.0064 0.0059 0.0056
## Indiana 0.0041 0.0059 0.0046 0.0056
## Iowa 0.0044 0.0036 0.0046 0.0051
## Kansas 0.0036 0.0051 0.0044 0.0031
## Kentucky 0.0044 0.0064 0.0031 0.0064
## Louisiana 0.0049 0.0062 0.0041 0.0064
## Maine 0.0041 0.0056 0.0033 0.0067
## Maryland 0.0051 0.0067 0.0062 0.0041
## Massachusetts 0.0031 0.0046 0.0056 0.0051
## Michigan 0.0056 0.0044 0.0054 0.0033
## Minnesota 0.0064 0.0059 0.0049 0.0054
## Mississippi 0.0051 0.0038 0.0051 0.0064
## Missouri 0.0064 0.0059 0.0049 0.0036
## Montana 0.0051 0.0064 0.0067 0.0064
## Nebraska 0.0056 0.0062 0.0056 0.0049
## Nevada 0.0044 0.0072 0.0069 0.0038
## New Hampshire 0.0049 0.0049 0.0031 0.0054
## New Jersey 0.0036 0.0059 0.0051 0.0026
## New Mexico 0.0054 0.0049 0.0056 0.0049
## New York 0.0064 0.0041 0.0054 0.0064
## North Carolina 0.0044 0.0069 0.0044 0.0044
## North Dakota 0.0054 0.0044 0.0069 0.0046
## Ohio 0.0059 0.0026 0.0054 0.0059
## Oklahoma 0.0046 0.0041 0.0036 0.0069
## Oregon 0.0041 0.0054 0.0041 0.0054
## Pennsylvania 0.0038 0.0044 0.0069 0.0038
## Rhode Island 0.0026 0.0044 0.0033 0.0059
## South Carolina 0.0069 0.0064 0.0038 0.0023
## South Dakota 0.0059 0.0038 0.0049 0.0033
## Tennessee 0.0051 0.0056 0.0046 0.0044
## Texas 0.0067 0.0036 0.0049 0.0046
## Utah 0.0062 0.0031 0.0046 0.0044
## Vermont 0.0056 0.0036 0.0046 0.0079
## Virginia 0.0033 0.0044 0.0056 0.0064
## Washington 0.0031 0.0062 0.0054 0.0041
## West Virginia 0.0054 0.0056 0.0044 0.0054
## Wisconsin 0.0056 0.0026 0.0062 0.0049
## Wyoming 0.0051 0.0046 0.0028 0.0056
##
## ======================================
## Probabilidad conjunta P( Location , Review.Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3
## Alabama 0.0000 0.0023 0.0003 0.0010 0.0003 0.0005 0.0010 0.0015 0.0008
## Alaska 0.0008 0.0003 0.0008 0.0003 0.0015 0.0005 0.0003 0.0008 0.0008
## Arizona 0.0003 0.0013 0.0010 0.0003 0.0010 0.0003 0.0010 0.0010 0.0003
## Arkansas 0.0003 0.0010 0.0008 0.0013 0.0010 0.0005 0.0010 0.0003 0.0008
## California 0.0005 0.0003 0.0008 0.0000 0.0005 0.0018 0.0010 0.0015 0.0010
## Colorado 0.0003 0.0008 0.0013 0.0000 0.0013 0.0008 0.0015 0.0003 0.0005
## Connecticut 0.0003 0.0010 0.0018 0.0013 0.0008 0.0005 0.0010 0.0000 0.0000
## Delaware 0.0005 0.0013 0.0008 0.0005 0.0003 0.0008 0.0005 0.0013 0.0018
## Florida 0.0005 0.0008 0.0005 0.0005 0.0013 0.0005 0.0005 0.0013 0.0010
## Georgia 0.0003 0.0010 0.0015 0.0010 0.0010 0.0013 0.0008 0.0003 0.0015
## Hawaii 0.0003 0.0010 0.0003 0.0008 0.0010 0.0010 0.0013 0.0005 0.0003
## Idaho 0.0003 0.0003 0.0015 0.0008 0.0008 0.0008 0.0015 0.0005 0.0008
## Illinois 0.0000 0.0018 0.0010 0.0010 0.0013 0.0010 0.0010 0.0015 0.0005
## Indiana 0.0000 0.0008 0.0008 0.0010 0.0008 0.0008 0.0003 0.0010 0.0008
## Iowa 0.0000 0.0005 0.0008 0.0003 0.0003 0.0010 0.0005 0.0010 0.0013
## Kansas 0.0005 0.0003 0.0005 0.0000 0.0008 0.0005 0.0005 0.0010 0.0008
## Kentucky 0.0000 0.0008 0.0003 0.0018 0.0005 0.0008 0.0005 0.0008 0.0003
## Louisiana 0.0005 0.0005 0.0018 0.0005 0.0013 0.0010 0.0013 0.0003 0.0010
## Maine 0.0000 0.0010 0.0008 0.0008 0.0005 0.0008 0.0010 0.0010 0.0005
## Maryland 0.0003 0.0008 0.0008 0.0005 0.0008 0.0010 0.0008 0.0010 0.0008
## Massachusetts 0.0005 0.0008 0.0000 0.0003 0.0013 0.0005 0.0013 0.0003 0.0010
## Michigan 0.0005 0.0010 0.0005 0.0008 0.0013 0.0003 0.0000 0.0005 0.0005
## Minnesota 0.0003 0.0003 0.0000 0.0008 0.0010 0.0010 0.0015 0.0010 0.0015
## Mississippi 0.0000 0.0008 0.0010 0.0008 0.0008 0.0015 0.0003 0.0003 0.0008
## Missouri 0.0003 0.0013 0.0005 0.0000 0.0003 0.0013 0.0015 0.0005 0.0013
## Montana 0.0005 0.0008 0.0008 0.0003 0.0013 0.0010 0.0008 0.0010 0.0005
## Nebraska 0.0003 0.0013 0.0003 0.0021 0.0003 0.0008 0.0010 0.0005 0.0018
## Nevada 0.0000 0.0015 0.0005 0.0010 0.0010 0.0013 0.0010 0.0013 0.0010
## New Hampshire 0.0000 0.0010 0.0013 0.0010 0.0008 0.0018 0.0003 0.0008 0.0005
## New Jersey 0.0000 0.0000 0.0005 0.0005 0.0018 0.0003 0.0010 0.0010 0.0005
## New Mexico 0.0000 0.0010 0.0010 0.0013 0.0005 0.0010 0.0013 0.0003 0.0010
## New York 0.0003 0.0005 0.0018 0.0005 0.0005 0.0013 0.0010 0.0013 0.0015
## North Carolina 0.0010 0.0005 0.0005 0.0000 0.0008 0.0003 0.0015 0.0015 0.0005
## North Dakota 0.0000 0.0005 0.0010 0.0003 0.0010 0.0015 0.0005 0.0010 0.0008
## Ohio 0.0005 0.0008 0.0005 0.0005 0.0005 0.0008 0.0000 0.0008 0.0010
## Oklahoma 0.0015 0.0021 0.0003 0.0013 0.0003 0.0003 0.0013 0.0000 0.0000
## Oregon 0.0000 0.0005 0.0010 0.0008 0.0008 0.0005 0.0003 0.0008 0.0008
## Pennsylvania 0.0008 0.0008 0.0005 0.0005 0.0000 0.0010 0.0005 0.0013 0.0005
## Rhode Island 0.0000 0.0010 0.0008 0.0008 0.0010 0.0003 0.0005 0.0005 0.0005
## South Carolina 0.0003 0.0005 0.0013 0.0013 0.0008 0.0005 0.0008 0.0008 0.0005
## South Dakota 0.0008 0.0000 0.0008 0.0008 0.0018 0.0003 0.0003 0.0010 0.0010
## Tennessee 0.0003 0.0015 0.0000 0.0008 0.0008 0.0013 0.0010 0.0003 0.0000
## Texas 0.0003 0.0003 0.0003 0.0003 0.0008 0.0008 0.0013 0.0008 0.0008
## Utah 0.0003 0.0010 0.0010 0.0005 0.0005 0.0010 0.0000 0.0005 0.0000
## Vermont 0.0005 0.0005 0.0005 0.0010 0.0008 0.0015 0.0005 0.0005 0.0008
## Virginia 0.0005 0.0008 0.0013 0.0003 0.0008 0.0010 0.0008 0.0013 0.0003
## Washington 0.0008 0.0003 0.0018 0.0000 0.0010 0.0005 0.0005 0.0000 0.0013
## West Virginia 0.0003 0.0003 0.0013 0.0021 0.0018 0.0005 0.0015 0.0005 0.0010
## Wisconsin 0.0003 0.0003 0.0005 0.0005 0.0013 0.0008 0.0003 0.0008 0.0013
## Wyoming 0.0010 0.0013 0.0000 0.0005 0.0013 0.0005 0.0003 0.0010 0.0005
##
## 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2
## Alabama 0.0008 0.0005 0.0005 0.0010 0.0010 0.0003 0.0005 0.0018 0.0018
## Alaska 0.0013 0.0010 0.0000 0.0003 0.0003 0.0013 0.0000 0.0005 0.0015
## Arizona 0.0008 0.0000 0.0005 0.0010 0.0008 0.0003 0.0008 0.0000 0.0008
## Arkansas 0.0015 0.0008 0.0000 0.0008 0.0005 0.0010 0.0013 0.0008 0.0005
## California 0.0013 0.0010 0.0010 0.0010 0.0005 0.0008 0.0018 0.0003 0.0010
## Colorado 0.0013 0.0003 0.0003 0.0010 0.0008 0.0005 0.0010 0.0008 0.0015
## Connecticut 0.0010 0.0010 0.0003 0.0013 0.0005 0.0013 0.0005 0.0013 0.0005
## Delaware 0.0008 0.0005 0.0018 0.0005 0.0000 0.0008 0.0013 0.0003 0.0010
## Florida 0.0008 0.0000 0.0010 0.0003 0.0008 0.0005 0.0010 0.0008 0.0008
## Georgia 0.0003 0.0005 0.0010 0.0008 0.0010 0.0005 0.0018 0.0003 0.0010
## Hawaii 0.0010 0.0005 0.0005 0.0010 0.0000 0.0003 0.0008 0.0005 0.0018
## Idaho 0.0010 0.0015 0.0008 0.0005 0.0005 0.0013 0.0015 0.0010 0.0021
## Illinois 0.0013 0.0008 0.0013 0.0013 0.0010 0.0008 0.0003 0.0003 0.0013
## Indiana 0.0005 0.0013 0.0008 0.0010 0.0010 0.0013 0.0008 0.0010 0.0003
## Iowa 0.0005 0.0003 0.0008 0.0003 0.0010 0.0005 0.0005 0.0015 0.0000
## Kansas 0.0005 0.0010 0.0005 0.0010 0.0005 0.0005 0.0008 0.0003 0.0013
## Kentucky 0.0008 0.0013 0.0018 0.0010 0.0015 0.0008 0.0003 0.0005 0.0010
## Louisiana 0.0008 0.0008 0.0005 0.0003 0.0005 0.0005 0.0013 0.0005 0.0005
## Maine 0.0005 0.0008 0.0005 0.0003 0.0005 0.0008 0.0013 0.0010 0.0005
## Maryland 0.0013 0.0008 0.0005 0.0018 0.0010 0.0003 0.0013 0.0003 0.0008
## Massachusetts 0.0013 0.0008 0.0010 0.0010 0.0013 0.0008 0.0008 0.0005 0.0008
## Michigan 0.0005 0.0013 0.0005 0.0008 0.0003 0.0010 0.0005 0.0005 0.0010
## Minnesota 0.0008 0.0013 0.0008 0.0013 0.0015 0.0010 0.0005 0.0013 0.0010
## Mississippi 0.0013 0.0008 0.0005 0.0008 0.0013 0.0008 0.0018 0.0008 0.0015
## Missouri 0.0005 0.0018 0.0010 0.0013 0.0005 0.0003 0.0010 0.0008 0.0003
## Montana 0.0013 0.0003 0.0015 0.0008 0.0013 0.0015 0.0018 0.0010 0.0013
## Nebraska 0.0010 0.0005 0.0010 0.0010 0.0005 0.0013 0.0008 0.0005 0.0008
## Nevada 0.0005 0.0010 0.0008 0.0015 0.0005 0.0003 0.0010 0.0005 0.0008
## New Hampshire 0.0008 0.0010 0.0013 0.0003 0.0013 0.0008 0.0003 0.0005 0.0005
## New Jersey 0.0005 0.0005 0.0013 0.0005 0.0008 0.0010 0.0003 0.0015 0.0005
## New Mexico 0.0010 0.0013 0.0005 0.0005 0.0005 0.0008 0.0010 0.0005 0.0005
## New York 0.0005 0.0005 0.0010 0.0008 0.0003 0.0015 0.0005 0.0010 0.0005
## North Carolina 0.0008 0.0005 0.0005 0.0005 0.0008 0.0008 0.0010 0.0005 0.0005
## North Dakota 0.0010 0.0005 0.0010 0.0015 0.0010 0.0008 0.0013 0.0005 0.0013
## Ohio 0.0005 0.0010 0.0008 0.0021 0.0005 0.0010 0.0003 0.0013 0.0013
## Oklahoma 0.0013 0.0013 0.0003 0.0008 0.0010 0.0008 0.0010 0.0005 0.0005
## Oregon 0.0015 0.0005 0.0008 0.0010 0.0010 0.0008 0.0013 0.0008 0.0010
## Pennsylvania 0.0005 0.0005 0.0003 0.0013 0.0021 0.0005 0.0010 0.0003 0.0013
## Rhode Island 0.0013 0.0005 0.0005 0.0008 0.0005 0.0003 0.0010 0.0003 0.0013
## South Carolina 0.0015 0.0005 0.0005 0.0003 0.0008 0.0008 0.0005 0.0005 0.0008
## South Dakota 0.0008 0.0010 0.0008 0.0005 0.0000 0.0008 0.0013 0.0015 0.0005
## Tennessee 0.0018 0.0008 0.0005 0.0003 0.0000 0.0010 0.0010 0.0018 0.0008
## Texas 0.0010 0.0015 0.0005 0.0003 0.0008 0.0010 0.0005 0.0008 0.0003
## Utah 0.0008 0.0015 0.0021 0.0005 0.0005 0.0018 0.0013 0.0008 0.0008
## Vermont 0.0018 0.0013 0.0005 0.0008 0.0010 0.0026 0.0008 0.0005 0.0005
## Virginia 0.0015 0.0003 0.0008 0.0005 0.0005 0.0005 0.0018 0.0005 0.0013
## Washington 0.0005 0.0005 0.0010 0.0000 0.0005 0.0008 0.0005 0.0013 0.0013
## West Virginia 0.0008 0.0005 0.0008 0.0010 0.0005 0.0010 0.0010 0.0010 0.0003
## Wisconsin 0.0000 0.0005 0.0008 0.0005 0.0003 0.0010 0.0013 0.0010 0.0005
## Wyoming 0.0013 0.0010 0.0003 0.0005 0.0008 0.0005 0.0005 0.0010 0.0003
##
## 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0
## Alabama 0.0015 0.0008 0.0008 0.0003 0.0013 0.0010 0.0008 0.0005
## Alaska 0.0008 0.0005 0.0010 0.0018 0.0008 0.0008 0.0000 0.0008
## Arizona 0.0008 0.0015 0.0003 0.0013 0.0003 0.0005 0.0008 0.0000
## Arkansas 0.0010 0.0008 0.0010 0.0010 0.0008 0.0005 0.0008 0.0003
## California 0.0010 0.0010 0.0010 0.0008 0.0021 0.0003 0.0010 0.0010
## Colorado 0.0008 0.0008 0.0005 0.0003 0.0013 0.0010 0.0005 0.0000
## Connecticut 0.0003 0.0013 0.0010 0.0008 0.0005 0.0008 0.0008 0.0003
## Delaware 0.0010 0.0005 0.0010 0.0010 0.0008 0.0010 0.0015 0.0005
## Florida 0.0005 0.0008 0.0008 0.0015 0.0003 0.0005 0.0003 0.0000
## Georgia 0.0000 0.0013 0.0005 0.0003 0.0005 0.0005 0.0008 0.0005
## Hawaii 0.0005 0.0000 0.0008 0.0005 0.0008 0.0003 0.0008 0.0003
## Idaho 0.0008 0.0013 0.0008 0.0010 0.0005 0.0005 0.0008 0.0008
## Illinois 0.0010 0.0010 0.0008 0.0008 0.0008 0.0005 0.0010 0.0003
## Indiana 0.0005 0.0000 0.0010 0.0005 0.0015 0.0008 0.0013 0.0005
## Iowa 0.0008 0.0021 0.0010 0.0003 0.0008 0.0013 0.0005 0.0000
## Kansas 0.0010 0.0005 0.0005 0.0005 0.0005 0.0008 0.0008 0.0003
## Kentucky 0.0013 0.0005 0.0008 0.0010 0.0003 0.0005 0.0008 0.0005
## Louisiana 0.0003 0.0008 0.0010 0.0018 0.0013 0.0008 0.0010 0.0008
## Maine 0.0013 0.0008 0.0010 0.0008 0.0000 0.0013 0.0013 0.0008
## Maryland 0.0010 0.0010 0.0005 0.0018 0.0008 0.0008 0.0008 0.0008
## Massachusetts 0.0000 0.0005 0.0005 0.0010 0.0010 0.0008 0.0003 0.0003
## Michigan 0.0015 0.0008 0.0005 0.0008 0.0008 0.0015 0.0008 0.0003
## Minnesota 0.0003 0.0013 0.0013 0.0008 0.0005 0.0005 0.0008 0.0003
## Mississippi 0.0003 0.0005 0.0008 0.0005 0.0013 0.0005 0.0008 0.0003
## Missouri 0.0015 0.0010 0.0003 0.0005 0.0005 0.0013 0.0013 0.0000
## Montana 0.0005 0.0008 0.0005 0.0021 0.0008 0.0010 0.0005 0.0008
## Nebraska 0.0008 0.0010 0.0005 0.0010 0.0010 0.0013 0.0010 0.0000
## Nevada 0.0003 0.0015 0.0010 0.0008 0.0010 0.0005 0.0010 0.0005
## New Hampshire 0.0003 0.0005 0.0000 0.0008 0.0008 0.0008 0.0008 0.0003
## New Jersey 0.0005 0.0008 0.0005 0.0010 0.0003 0.0008 0.0005 0.0003
## New Mexico 0.0008 0.0013 0.0010 0.0005 0.0010 0.0010 0.0008 0.0003
## New York 0.0008 0.0005 0.0013 0.0010 0.0008 0.0008 0.0015 0.0003
## North Carolina 0.0013 0.0008 0.0010 0.0013 0.0015 0.0003 0.0010 0.0003
## North Dakota 0.0015 0.0003 0.0003 0.0018 0.0003 0.0005 0.0010 0.0000
## Ohio 0.0010 0.0003 0.0005 0.0008 0.0010 0.0005 0.0010 0.0005
## Oklahoma 0.0003 0.0015 0.0005 0.0005 0.0000 0.0008 0.0013 0.0000
## Oregon 0.0005 0.0005 0.0008 0.0013 0.0003 0.0005 0.0008 0.0003
## Pennsylvania 0.0005 0.0008 0.0003 0.0008 0.0013 0.0013 0.0005 0.0000
## Rhode Island 0.0005 0.0008 0.0003 0.0000 0.0005 0.0005 0.0013 0.0005
## South Carolina 0.0013 0.0008 0.0010 0.0005 0.0003 0.0008 0.0018 0.0003
## South Dakota 0.0003 0.0008 0.0005 0.0005 0.0013 0.0000 0.0008 0.0000
## Tennessee 0.0010 0.0005 0.0003 0.0013 0.0003 0.0008 0.0008 0.0010
## Texas 0.0005 0.0010 0.0003 0.0021 0.0008 0.0005 0.0021 0.0005
## Utah 0.0003 0.0000 0.0008 0.0010 0.0003 0.0008 0.0000 0.0003
## Vermont 0.0008 0.0005 0.0005 0.0008 0.0010 0.0010 0.0008 0.0000
## Virginia 0.0005 0.0010 0.0010 0.0003 0.0003 0.0008 0.0010 0.0003
## Washington 0.0008 0.0008 0.0003 0.0010 0.0013 0.0010 0.0003 0.0008
## West Virginia 0.0010 0.0008 0.0008 0.0005 0.0008 0.0003 0.0003 0.0003
## Wisconsin 0.0008 0.0013 0.0015 0.0008 0.0008 0.0008 0.0013 0.0003
## Wyoming 0.0013 0.0005 0.0008 0.0008 0.0008 0.0008 0.0005 0.0003
##
## ======================================
## Probabilidad conjunta P( Location , Subscription.Status )
##
## No Yes
## Alabama 0.0172 0.0056
## Alaska 0.0138 0.0046
## Arizona 0.0126 0.0041
## Arkansas 0.0151 0.0051
## California 0.0169 0.0074
## Colorado 0.0138 0.0054
## Connecticut 0.0159 0.0041
## Delaware 0.0149 0.0072
## Florida 0.0121 0.0054
## Georgia 0.0144 0.0059
## Hawaii 0.0118 0.0049
## Idaho 0.0190 0.0049
## Illinois 0.0179 0.0056
## Indiana 0.0149 0.0054
## Iowa 0.0123 0.0054
## Kansas 0.0141 0.0021
## Kentucky 0.0136 0.0067
## Louisiana 0.0151 0.0064
## Maine 0.0149 0.0049
## Maryland 0.0169 0.0051
## Massachusetts 0.0126 0.0059
## Michigan 0.0146 0.0041
## Minnesota 0.0159 0.0067
## Mississippi 0.0151 0.0054
## Missouri 0.0138 0.0069
## Montana 0.0182 0.0064
## Nebraska 0.0159 0.0064
## Nevada 0.0146 0.0077
## New Hampshire 0.0138 0.0044
## New Jersey 0.0131 0.0041
## New Mexico 0.0151 0.0056
## New York 0.0169 0.0054
## North Carolina 0.0144 0.0056
## North Dakota 0.0151 0.0062
## Ohio 0.0144 0.0054
## Oklahoma 0.0128 0.0064
## Oregon 0.0144 0.0046
## Pennsylvania 0.0136 0.0054
## Rhode Island 0.0113 0.0049
## South Carolina 0.0126 0.0069
## South Dakota 0.0136 0.0044
## Tennessee 0.0162 0.0036
## Texas 0.0159 0.0038
## Utah 0.0131 0.0051
## Vermont 0.0164 0.0054
## Virginia 0.0136 0.0062
## Washington 0.0133 0.0054
## West Virginia 0.0136 0.0072
## Wisconsin 0.0159 0.0033
## Wyoming 0.0131 0.0051
##
## ======================================
## Probabilidad conjunta P( Location , Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Alabama 0.0056 0.0031 0.0036 0.0026 0.0038 0.0041
## Alaska 0.0031 0.0033 0.0031 0.0033 0.0021 0.0036
## Arizona 0.0028 0.0031 0.0026 0.0033 0.0023 0.0026
## Arkansas 0.0031 0.0031 0.0033 0.0041 0.0038 0.0028
## California 0.0046 0.0046 0.0038 0.0038 0.0033 0.0041
## Colorado 0.0031 0.0044 0.0021 0.0044 0.0028 0.0026
## Connecticut 0.0031 0.0028 0.0036 0.0033 0.0028 0.0044
## Delaware 0.0026 0.0046 0.0036 0.0028 0.0033 0.0051
## Florida 0.0023 0.0028 0.0031 0.0031 0.0023 0.0038
## Georgia 0.0028 0.0028 0.0038 0.0023 0.0033 0.0051
## Hawaii 0.0031 0.0028 0.0023 0.0023 0.0036 0.0026
## Idaho 0.0046 0.0041 0.0028 0.0046 0.0049 0.0028
## Illinois 0.0033 0.0044 0.0049 0.0049 0.0033 0.0028
## Indiana 0.0028 0.0028 0.0033 0.0033 0.0046 0.0033
## Iowa 0.0028 0.0023 0.0038 0.0031 0.0028 0.0028
## Kansas 0.0026 0.0031 0.0031 0.0015 0.0038 0.0021
## Kentucky 0.0036 0.0026 0.0044 0.0038 0.0033 0.0026
## Louisiana 0.0038 0.0028 0.0033 0.0041 0.0033 0.0041
## Maine 0.0033 0.0026 0.0028 0.0036 0.0038 0.0036
## Maryland 0.0023 0.0059 0.0036 0.0051 0.0023 0.0028
## Massachusetts 0.0028 0.0044 0.0033 0.0021 0.0036 0.0023
## Michigan 0.0038 0.0033 0.0033 0.0018 0.0036 0.0028
## Minnesota 0.0033 0.0046 0.0033 0.0044 0.0036 0.0033
## Mississippi 0.0036 0.0023 0.0044 0.0033 0.0036 0.0033
## Missouri 0.0026 0.0026 0.0038 0.0033 0.0049 0.0036
## Montana 0.0046 0.0036 0.0046 0.0051 0.0046 0.0021
## Nebraska 0.0044 0.0036 0.0026 0.0031 0.0041 0.0046
## Nevada 0.0046 0.0038 0.0038 0.0041 0.0023 0.0036
## New Hampshire 0.0018 0.0036 0.0046 0.0031 0.0028 0.0023
## New Jersey 0.0028 0.0036 0.0028 0.0031 0.0028 0.0021
## New Mexico 0.0033 0.0056 0.0046 0.0026 0.0018 0.0028
## New York 0.0036 0.0046 0.0038 0.0031 0.0028 0.0044
## North Carolina 0.0021 0.0036 0.0038 0.0051 0.0021 0.0033
## North Dakota 0.0041 0.0031 0.0044 0.0044 0.0026 0.0028
## Ohio 0.0054 0.0038 0.0028 0.0018 0.0033 0.0026
## Oklahoma 0.0044 0.0031 0.0031 0.0028 0.0036 0.0023
## Oregon 0.0015 0.0031 0.0049 0.0021 0.0038 0.0036
## Pennsylvania 0.0026 0.0036 0.0038 0.0015 0.0031 0.0044
## Rhode Island 0.0041 0.0023 0.0033 0.0028 0.0013 0.0023
## South Carolina 0.0033 0.0021 0.0036 0.0038 0.0036 0.0031
## South Dakota 0.0028 0.0026 0.0023 0.0023 0.0041 0.0038
## Tennessee 0.0021 0.0023 0.0051 0.0038 0.0031 0.0033
## Texas 0.0041 0.0031 0.0028 0.0033 0.0031 0.0033
## Utah 0.0015 0.0015 0.0051 0.0031 0.0026 0.0044
## Vermont 0.0028 0.0031 0.0044 0.0031 0.0038 0.0046
## Virginia 0.0021 0.0033 0.0033 0.0023 0.0051 0.0036
## Washington 0.0015 0.0023 0.0044 0.0031 0.0031 0.0044
## West Virginia 0.0036 0.0044 0.0033 0.0026 0.0038 0.0031
## Wisconsin 0.0046 0.0033 0.0023 0.0031 0.0026 0.0033
## Wyoming 0.0028 0.0021 0.0036 0.0028 0.0026 0.0044
##
## ======================================
## Probabilidad conjunta P( Location , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Alabama 0.0041 0.0051 0.0023 0.0044 0.0021
## Alaska 0.0033 0.0033 0.0036 0.0021 0.0044
## Arizona 0.0026 0.0031 0.0026 0.0028 0.0026
## Arkansas 0.0031 0.0041 0.0036 0.0044 0.0028
## California 0.0036 0.0041 0.0041 0.0051 0.0041
## Colorado 0.0031 0.0010 0.0033 0.0036 0.0036
## Connecticut 0.0041 0.0028 0.0015 0.0046 0.0031
## Delaware 0.0036 0.0036 0.0051 0.0041 0.0023
## Florida 0.0026 0.0036 0.0044 0.0021 0.0033
## Georgia 0.0033 0.0033 0.0046 0.0023 0.0021
## Hawaii 0.0018 0.0033 0.0026 0.0028 0.0026
## Idaho 0.0038 0.0036 0.0041 0.0041 0.0036
## Illinois 0.0033 0.0044 0.0036 0.0023 0.0038
## Indiana 0.0033 0.0036 0.0031 0.0026 0.0026
## Iowa 0.0018 0.0036 0.0026 0.0023 0.0031
## Kansas 0.0023 0.0031 0.0031 0.0028 0.0026
## Kentucky 0.0023 0.0051 0.0031 0.0031 0.0033
## Louisiana 0.0031 0.0033 0.0036 0.0051 0.0036
## Maine 0.0023 0.0044 0.0051 0.0021 0.0033
## Maryland 0.0046 0.0033 0.0038 0.0038 0.0046
## Massachusetts 0.0036 0.0015 0.0021 0.0049 0.0036
## Michigan 0.0031 0.0026 0.0038 0.0023 0.0041
## Minnesota 0.0038 0.0038 0.0033 0.0038 0.0041
## Mississippi 0.0041 0.0026 0.0038 0.0033 0.0028
## Missouri 0.0021 0.0041 0.0033 0.0033 0.0049
## Montana 0.0049 0.0018 0.0056 0.0038 0.0044
## Nebraska 0.0031 0.0041 0.0031 0.0031 0.0041
## Nevada 0.0038 0.0028 0.0044 0.0046 0.0041
## New Hampshire 0.0031 0.0033 0.0028 0.0028 0.0023
## New Jersey 0.0028 0.0031 0.0026 0.0028 0.0031
## New Mexico 0.0031 0.0033 0.0038 0.0041 0.0031
## New York 0.0036 0.0033 0.0051 0.0038 0.0038
## North Carolina 0.0036 0.0021 0.0038 0.0033 0.0033
## North Dakota 0.0036 0.0049 0.0046 0.0023 0.0031
## Ohio 0.0046 0.0018 0.0033 0.0028 0.0028
## Oklahoma 0.0013 0.0044 0.0021 0.0036 0.0033
## Oregon 0.0049 0.0031 0.0028 0.0033 0.0031
## Pennsylvania 0.0036 0.0031 0.0038 0.0036 0.0028
## Rhode Island 0.0018 0.0031 0.0018 0.0028 0.0036
## South Carolina 0.0033 0.0036 0.0031 0.0036 0.0036
## South Dakota 0.0038 0.0036 0.0018 0.0028 0.0031
## Tennessee 0.0044 0.0026 0.0031 0.0031 0.0033
## Texas 0.0018 0.0031 0.0049 0.0028 0.0031
## Utah 0.0021 0.0026 0.0041 0.0038 0.0038
## Vermont 0.0044 0.0028 0.0033 0.0036 0.0051
## Virginia 0.0023 0.0044 0.0036 0.0023 0.0044
## Washington 0.0033 0.0031 0.0036 0.0033 0.0023
## West Virginia 0.0038 0.0033 0.0038 0.0036 0.0023
## Wisconsin 0.0031 0.0028 0.0033 0.0031 0.0041
## Wyoming 0.0021 0.0033 0.0026 0.0031 0.0028
##
## Store Pickup
## Alabama 0.0049
## Alaska 0.0018
## Arizona 0.0031
## Arkansas 0.0023
## California 0.0033
## Colorado 0.0046
## Connecticut 0.0038
## Delaware 0.0033
## Florida 0.0015
## Georgia 0.0046
## Hawaii 0.0036
## Idaho 0.0046
## Illinois 0.0062
## Indiana 0.0051
## Iowa 0.0044
## Kansas 0.0023
## Kentucky 0.0033
## Louisiana 0.0028
## Maine 0.0026
## Maryland 0.0018
## Massachusetts 0.0028
## Michigan 0.0028
## Minnesota 0.0036
## Mississippi 0.0038
## Missouri 0.0031
## Montana 0.0041
## Nebraska 0.0049
## Nevada 0.0026
## New Hampshire 0.0038
## New Jersey 0.0028
## New Mexico 0.0033
## New York 0.0026
## North Carolina 0.0038
## North Dakota 0.0028
## Ohio 0.0044
## Oklahoma 0.0046
## Oregon 0.0018
## Pennsylvania 0.0021
## Rhode Island 0.0031
## South Carolina 0.0023
## South Dakota 0.0028
## Tennessee 0.0033
## Texas 0.0041
## Utah 0.0018
## Vermont 0.0026
## Virginia 0.0028
## Washington 0.0031
## West Virginia 0.0038
## Wisconsin 0.0028
## Wyoming 0.0044
##
## ======================================
## Probabilidad conjunta P( Location , Discount.Applied )
##
## No Yes
## Alabama 0.0136 0.0092
## Alaska 0.0110 0.0074
## Arizona 0.0110 0.0056
## Arkansas 0.0108 0.0095
## California 0.0141 0.0103
## Colorado 0.0113 0.0079
## Connecticut 0.0133 0.0067
## Delaware 0.0121 0.0100
## Florida 0.0095 0.0079
## Georgia 0.0121 0.0082
## Hawaii 0.0085 0.0082
## Idaho 0.0141 0.0097
## Illinois 0.0141 0.0095
## Indiana 0.0087 0.0115
## Iowa 0.0085 0.0092
## Kansas 0.0123 0.0038
## Kentucky 0.0115 0.0087
## Louisiana 0.0126 0.0090
## Maine 0.0128 0.0069
## Maryland 0.0123 0.0097
## Massachusetts 0.0095 0.0090
## Michigan 0.0113 0.0074
## Minnesota 0.0126 0.0100
## Mississippi 0.0108 0.0097
## Missouri 0.0105 0.0103
## Montana 0.0154 0.0092
## Nebraska 0.0128 0.0095
## Nevada 0.0118 0.0105
## New Hampshire 0.0103 0.0079
## New Jersey 0.0103 0.0069
## New Mexico 0.0115 0.0092
## New York 0.0131 0.0092
## North Carolina 0.0110 0.0090
## North Dakota 0.0115 0.0097
## Ohio 0.0110 0.0087
## Oklahoma 0.0100 0.0092
## Oregon 0.0092 0.0097
## Pennsylvania 0.0105 0.0085
## Rhode Island 0.0097 0.0064
## South Carolina 0.0097 0.0097
## South Dakota 0.0113 0.0067
## Tennessee 0.0126 0.0072
## Texas 0.0126 0.0072
## Utah 0.0097 0.0085
## Vermont 0.0133 0.0085
## Virginia 0.0123 0.0074
## Washington 0.0105 0.0082
## West Virginia 0.0105 0.0103
## Wisconsin 0.0100 0.0092
## Wyoming 0.0105 0.0077
##
## ======================================
## Probabilidad conjunta P( Location , Promo.Code.Used )
##
## No Yes
## Alabama 0.0136 0.0092
## Alaska 0.0110 0.0074
## Arizona 0.0110 0.0056
## Arkansas 0.0108 0.0095
## California 0.0141 0.0103
## Colorado 0.0113 0.0079
## Connecticut 0.0133 0.0067
## Delaware 0.0121 0.0100
## Florida 0.0095 0.0079
## Georgia 0.0121 0.0082
## Hawaii 0.0085 0.0082
## Idaho 0.0141 0.0097
## Illinois 0.0141 0.0095
## Indiana 0.0087 0.0115
## Iowa 0.0085 0.0092
## Kansas 0.0123 0.0038
## Kentucky 0.0115 0.0087
## Louisiana 0.0126 0.0090
## Maine 0.0128 0.0069
## Maryland 0.0123 0.0097
## Massachusetts 0.0095 0.0090
## Michigan 0.0113 0.0074
## Minnesota 0.0126 0.0100
## Mississippi 0.0108 0.0097
## Missouri 0.0105 0.0103
## Montana 0.0154 0.0092
## Nebraska 0.0128 0.0095
## Nevada 0.0118 0.0105
## New Hampshire 0.0103 0.0079
## New Jersey 0.0103 0.0069
## New Mexico 0.0115 0.0092
## New York 0.0131 0.0092
## North Carolina 0.0110 0.0090
## North Dakota 0.0115 0.0097
## Ohio 0.0110 0.0087
## Oklahoma 0.0100 0.0092
## Oregon 0.0092 0.0097
## Pennsylvania 0.0105 0.0085
## Rhode Island 0.0097 0.0064
## South Carolina 0.0097 0.0097
## South Dakota 0.0113 0.0067
## Tennessee 0.0126 0.0072
## Texas 0.0126 0.0072
## Utah 0.0097 0.0085
## Vermont 0.0133 0.0085
## Virginia 0.0123 0.0074
## Washington 0.0105 0.0082
## West Virginia 0.0105 0.0103
## Wisconsin 0.0100 0.0092
## Wyoming 0.0105 0.0077
##
## ======================================
## Probabilidad conjunta P( Location , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Alabama 0.0026 0.0021 0.0044 0.0051 0.0049 0.0038
## Alaska 0.0031 0.0015 0.0046 0.0023 0.0033 0.0036
## Arizona 0.0026 0.0021 0.0031 0.0036 0.0033 0.0021
## Arkansas 0.0038 0.0051 0.0028 0.0023 0.0036 0.0026
## California 0.0018 0.0041 0.0049 0.0044 0.0051 0.0041
## Colorado 0.0036 0.0033 0.0036 0.0033 0.0031 0.0023
## Connecticut 0.0026 0.0044 0.0028 0.0031 0.0044 0.0028
## Delaware 0.0041 0.0033 0.0026 0.0028 0.0036 0.0056
## Florida 0.0028 0.0018 0.0036 0.0031 0.0036 0.0026
## Georgia 0.0036 0.0036 0.0051 0.0033 0.0018 0.0028
## Hawaii 0.0041 0.0036 0.0021 0.0031 0.0021 0.0018
## Idaho 0.0033 0.0036 0.0044 0.0036 0.0054 0.0036
## Illinois 0.0028 0.0051 0.0031 0.0026 0.0028 0.0072
## Indiana 0.0049 0.0038 0.0031 0.0028 0.0028 0.0028
## Iowa 0.0023 0.0038 0.0021 0.0036 0.0023 0.0036
## Kansas 0.0023 0.0031 0.0041 0.0026 0.0026 0.0015
## Kentucky 0.0023 0.0038 0.0031 0.0036 0.0044 0.0031
## Louisiana 0.0031 0.0036 0.0049 0.0033 0.0031 0.0036
## Maine 0.0033 0.0036 0.0036 0.0031 0.0023 0.0038
## Maryland 0.0028 0.0036 0.0049 0.0021 0.0046 0.0041
## Massachusetts 0.0026 0.0046 0.0018 0.0046 0.0031 0.0018
## Michigan 0.0033 0.0033 0.0028 0.0023 0.0038 0.0031
## Minnesota 0.0031 0.0041 0.0028 0.0031 0.0049 0.0046
## Mississippi 0.0021 0.0026 0.0049 0.0038 0.0033 0.0038
## Missouri 0.0049 0.0023 0.0021 0.0044 0.0046 0.0026
## Montana 0.0054 0.0054 0.0023 0.0046 0.0036 0.0033
## Nebraska 0.0041 0.0051 0.0026 0.0031 0.0031 0.0044
## Nevada 0.0026 0.0049 0.0056 0.0031 0.0033 0.0028
## New Hampshire 0.0026 0.0051 0.0021 0.0026 0.0031 0.0028
## New Jersey 0.0026 0.0021 0.0031 0.0031 0.0028 0.0036
## New Mexico 0.0041 0.0018 0.0033 0.0038 0.0044 0.0033
## New York 0.0044 0.0036 0.0044 0.0033 0.0036 0.0031
## North Carolina 0.0038 0.0033 0.0036 0.0041 0.0031 0.0021
## North Dakota 0.0036 0.0041 0.0031 0.0031 0.0033 0.0041
## Ohio 0.0008 0.0028 0.0031 0.0033 0.0051 0.0046
## Oklahoma 0.0038 0.0031 0.0031 0.0026 0.0038 0.0028
## Oregon 0.0031 0.0033 0.0028 0.0033 0.0036 0.0028
## Pennsylvania 0.0031 0.0041 0.0038 0.0013 0.0038 0.0028
## Rhode Island 0.0028 0.0018 0.0026 0.0023 0.0041 0.0026
## South Carolina 0.0023 0.0044 0.0041 0.0021 0.0023 0.0044
## South Dakota 0.0023 0.0033 0.0031 0.0033 0.0026 0.0033
## Tennessee 0.0026 0.0041 0.0026 0.0044 0.0046 0.0015
## Texas 0.0036 0.0026 0.0033 0.0038 0.0038 0.0026
## Utah 0.0023 0.0033 0.0031 0.0026 0.0036 0.0033
## Vermont 0.0038 0.0031 0.0036 0.0038 0.0041 0.0033
## Virginia 0.0015 0.0028 0.0056 0.0038 0.0031 0.0028
## Washington 0.0033 0.0036 0.0026 0.0041 0.0026 0.0026
## West Virginia 0.0041 0.0033 0.0046 0.0015 0.0031 0.0041
## Wisconsin 0.0049 0.0023 0.0028 0.0031 0.0028 0.0033
## Wyoming 0.0018 0.0026 0.0044 0.0051 0.0015 0.0028
##
## ======================================
## Probabilidad conjunta P( Location , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly
## Alabama 0.0023 0.0036 0.0046 0.0041 0.0033
## Alaska 0.0023 0.0015 0.0028 0.0046 0.0023
## Arizona 0.0021 0.0033 0.0026 0.0018 0.0031
## Arkansas 0.0028 0.0033 0.0028 0.0026 0.0023
## California 0.0044 0.0028 0.0038 0.0018 0.0046
## Colorado 0.0028 0.0013 0.0036 0.0038 0.0023
## Connecticut 0.0038 0.0028 0.0031 0.0018 0.0033
## Delaware 0.0018 0.0028 0.0031 0.0038 0.0041
## Florida 0.0038 0.0028 0.0026 0.0018 0.0015
## Georgia 0.0028 0.0028 0.0028 0.0021 0.0021
## Hawaii 0.0021 0.0031 0.0018 0.0021 0.0015
## Idaho 0.0031 0.0028 0.0049 0.0036 0.0041
## Illinois 0.0021 0.0051 0.0033 0.0038 0.0028
## Indiana 0.0036 0.0026 0.0023 0.0033 0.0018
## Iowa 0.0018 0.0021 0.0023 0.0028 0.0026
## Kansas 0.0023 0.0033 0.0015 0.0010 0.0028
## Kentucky 0.0031 0.0041 0.0021 0.0031 0.0031
## Louisiana 0.0026 0.0018 0.0028 0.0031 0.0026
## Maine 0.0031 0.0018 0.0044 0.0036 0.0028
## Maryland 0.0038 0.0036 0.0033 0.0023 0.0033
## Massachusetts 0.0023 0.0033 0.0018 0.0033 0.0033
## Michigan 0.0033 0.0021 0.0033 0.0021 0.0021
## Minnesota 0.0026 0.0021 0.0038 0.0041 0.0046
## Mississippi 0.0026 0.0023 0.0031 0.0036 0.0026
## Missouri 0.0031 0.0028 0.0015 0.0021 0.0023
## Montana 0.0044 0.0028 0.0038 0.0038 0.0026
## Nebraska 0.0041 0.0021 0.0046 0.0046 0.0028
## Nevada 0.0036 0.0038 0.0033 0.0021 0.0038
## New Hampshire 0.0031 0.0021 0.0023 0.0021 0.0036
## New Jersey 0.0023 0.0041 0.0026 0.0015 0.0028
## New Mexico 0.0036 0.0028 0.0031 0.0033 0.0028
## New York 0.0028 0.0036 0.0036 0.0023 0.0044
## North Carolina 0.0023 0.0021 0.0023 0.0028 0.0036
## North Dakota 0.0028 0.0031 0.0044 0.0023 0.0028
## Ohio 0.0031 0.0026 0.0031 0.0046 0.0023
## Oklahoma 0.0028 0.0023 0.0028 0.0018 0.0033
## Oregon 0.0015 0.0038 0.0038 0.0021 0.0023
## Pennsylvania 0.0015 0.0031 0.0041 0.0015 0.0033
## Rhode Island 0.0023 0.0028 0.0023 0.0023 0.0021
## South Carolina 0.0046 0.0031 0.0026 0.0013 0.0026
## South Dakota 0.0033 0.0028 0.0026 0.0026 0.0021
## Tennessee 0.0033 0.0031 0.0013 0.0033 0.0028
## Texas 0.0026 0.0023 0.0031 0.0031 0.0036
## Utah 0.0031 0.0023 0.0036 0.0028 0.0018
## Vermont 0.0033 0.0031 0.0033 0.0026 0.0026
## Virginia 0.0031 0.0026 0.0021 0.0028 0.0023
## Washington 0.0028 0.0023 0.0033 0.0026 0.0026
## West Virginia 0.0026 0.0036 0.0026 0.0026 0.0031
## Wisconsin 0.0038 0.0018 0.0028 0.0033 0.0028
## Wyoming 0.0036 0.0023 0.0023 0.0028 0.0018
##
## Quarterly Weekly
## Alabama 0.0021 0.0028
## Alaska 0.0021 0.0028
## Arizona 0.0023 0.0015
## Arkansas 0.0038 0.0026
## California 0.0031 0.0038
## Colorado 0.0031 0.0023
## Connecticut 0.0028 0.0023
## Delaware 0.0046 0.0018
## Florida 0.0026 0.0023
## Georgia 0.0031 0.0046
## Hawaii 0.0023 0.0038
## Idaho 0.0031 0.0023
## Illinois 0.0031 0.0033
## Indiana 0.0028 0.0038
## Iowa 0.0036 0.0026
## Kansas 0.0026 0.0026
## Kentucky 0.0023 0.0026
## Louisiana 0.0036 0.0051
## Maine 0.0018 0.0023
## Maryland 0.0021 0.0036
## Massachusetts 0.0018 0.0026
## Michigan 0.0038 0.0021
## Minnesota 0.0021 0.0033
## Mississippi 0.0036 0.0028
## Missouri 0.0062 0.0028
## Montana 0.0041 0.0031
## Nebraska 0.0015 0.0026
## Nevada 0.0026 0.0031
## New Hampshire 0.0033 0.0018
## New Jersey 0.0026 0.0013
## New Mexico 0.0023 0.0028
## New York 0.0018 0.0038
## North Carolina 0.0031 0.0038
## North Dakota 0.0038 0.0021
## Ohio 0.0021 0.0021
## Oklahoma 0.0021 0.0041
## Oregon 0.0023 0.0031
## Pennsylvania 0.0023 0.0031
## Rhode Island 0.0021 0.0023
## South Carolina 0.0036 0.0018
## South Dakota 0.0026 0.0021
## Tennessee 0.0026 0.0033
## Texas 0.0026 0.0026
## Utah 0.0028 0.0018
## Vermont 0.0046 0.0023
## Virginia 0.0036 0.0033
## Washington 0.0031 0.0021
## West Virginia 0.0038 0.0026
## Wisconsin 0.0028 0.0018
## Wyoming 0.0023 0.0031
##
## ======================================
## Probabilidad conjunta P( Size , Color )
##
## Beige Black Blue Brown Charcoal Cyan Gold Gray Green Indigo
## L 0.0077 0.0136 0.0123 0.0103 0.0082 0.0123 0.0097 0.0103 0.0141 0.0090
## M 0.0172 0.0174 0.0167 0.0167 0.0197 0.0167 0.0169 0.0200 0.0179 0.0187
## S 0.0069 0.0069 0.0074 0.0054 0.0062 0.0090 0.0056 0.0067 0.0059 0.0064
## XL 0.0059 0.0049 0.0026 0.0038 0.0051 0.0046 0.0031 0.0038 0.0054 0.0036
##
## Lavender Magenta Maroon Olive Orange Peach Pink Purple Red Silver
## L 0.0105 0.0082 0.0100 0.0097 0.0108 0.0087 0.0133 0.0100 0.0105 0.0121
## M 0.0167 0.0182 0.0195 0.0221 0.0190 0.0179 0.0162 0.0159 0.0167 0.0203
## S 0.0069 0.0067 0.0077 0.0092 0.0056 0.0077 0.0054 0.0074 0.0062 0.0082
## XL 0.0036 0.0059 0.0033 0.0044 0.0041 0.0038 0.0044 0.0054 0.0046 0.0038
##
## Teal Turquoise Violet White Yellow
## L 0.0138 0.0113 0.0108 0.0077 0.0151
## M 0.0179 0.0149 0.0223 0.0182 0.0164
## S 0.0074 0.0064 0.0059 0.0054 0.0074
## XL 0.0049 0.0046 0.0036 0.0051 0.0056
##
## ======================================
## Probabilidad conjunta P( Size , Season )
##
## Fall Spring Summer Winter
## L 0.0667 0.0656 0.0659 0.0718
## M 0.1126 0.1159 0.1141 0.1074
## S 0.0441 0.0459 0.0410 0.0390
## XL 0.0267 0.0287 0.0238 0.0308
##
## ======================================
## Probabilidad conjunta P( Size , Review.Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4
## L 0.0028 0.0121 0.0085 0.0092 0.0144 0.0126 0.0115 0.0095 0.0110 0.0138
## M 0.0103 0.0179 0.0200 0.0164 0.0195 0.0172 0.0187 0.0172 0.0169 0.0210
## S 0.0015 0.0062 0.0069 0.0067 0.0051 0.0077 0.0064 0.0067 0.0067 0.0072
## XL 0.0023 0.0046 0.0041 0.0026 0.0046 0.0041 0.0036 0.0056 0.0044 0.0046
##
## 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4
## L 0.0113 0.0090 0.0092 0.0103 0.0121 0.0126 0.0097 0.0118 0.0077 0.0105
## M 0.0182 0.0195 0.0215 0.0151 0.0221 0.0203 0.0162 0.0190 0.0169 0.0169
## S 0.0069 0.0059 0.0054 0.0077 0.0059 0.0095 0.0067 0.0087 0.0079 0.0067
## XL 0.0036 0.0038 0.0038 0.0033 0.0018 0.0041 0.0054 0.0044 0.0051 0.0064
##
## 4.5 4.6 4.7 4.8 4.9 5.0
## L 0.0092 0.0126 0.0110 0.0108 0.0123 0.0046
## M 0.0162 0.0174 0.0159 0.0149 0.0174 0.0074
## S 0.0049 0.0077 0.0054 0.0067 0.0095 0.0036
## XL 0.0054 0.0069 0.0056 0.0046 0.0033 0.0018
##
## ======================================
## Probabilidad conjunta P( Size , Subscription.Status )
##
## No Yes
## L 0.1944 0.0756
## M 0.3290 0.1210
## S 0.1254 0.0446
## XL 0.0813 0.0287
##
## ======================================
## Probabilidad conjunta P( Size , Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## L 0.0459 0.0467 0.0482 0.0415 0.0441 0.0436
## M 0.0728 0.0738 0.0823 0.0700 0.0713 0.0797
## S 0.0274 0.0274 0.0274 0.0297 0.0295 0.0285
## XL 0.0159 0.0182 0.0205 0.0210 0.0187 0.0156
##
## ======================================
## Probabilidad conjunta P( Size , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard Store Pickup
## L 0.0438 0.0438 0.0454 0.0459 0.0479 0.0431
## M 0.0733 0.0731 0.0787 0.0744 0.0756 0.0749
## S 0.0279 0.0277 0.0310 0.0279 0.0246 0.0308
## XL 0.0156 0.0210 0.0179 0.0179 0.0195 0.0179
##
## ======================================
## Probabilidad conjunta P( Size , Discount.Applied )
##
## No Yes
## L 0.1528 0.1172
## M 0.2597 0.1903
## S 0.0928 0.0772
## XL 0.0646 0.0454
##
## ======================================
## Probabilidad conjunta P( Size , Promo.Code.Used )
##
## No Yes
## L 0.1528 0.1172
## M 0.2597 0.1903
## S 0.0928 0.0772
## XL 0.0646 0.0454
##
## ======================================
## Probabilidad conjunta P( Size , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## L 0.0423 0.0428 0.0444 0.0482 0.0472 0.0451
## M 0.0718 0.0736 0.0782 0.0718 0.0808 0.0738
## S 0.0256 0.0331 0.0262 0.0269 0.0287 0.0295
## XL 0.0172 0.0223 0.0233 0.0162 0.0169 0.0141
##
## ======================================
## Probabilidad conjunta P( Size , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## L 0.0374 0.0369 0.0433 0.0364 0.0433 0.0379 0.0346
## M 0.0677 0.0636 0.0638 0.0610 0.0615 0.0672 0.0651
## S 0.0236 0.0241 0.0254 0.0262 0.0254 0.0231 0.0223
## XL 0.0179 0.0156 0.0172 0.0154 0.0115 0.0162 0.0162
##
## ======================================
## Probabilidad conjunta P( Color , Season )
##
## Fall Spring Summer Winter
## Beige 0.0087 0.0100 0.0095 0.0095
## Black 0.0108 0.0110 0.0108 0.0103
## Blue 0.0082 0.0100 0.0118 0.0090
## Brown 0.0090 0.0085 0.0085 0.0103
## Charcoal 0.0082 0.0108 0.0092 0.0110
## Cyan 0.0110 0.0108 0.0108 0.0100
## Gold 0.0092 0.0097 0.0077 0.0087
## Gray 0.0113 0.0123 0.0103 0.0069
## Green 0.0095 0.0097 0.0113 0.0128
## Indigo 0.0095 0.0095 0.0082 0.0105
## Lavender 0.0097 0.0082 0.0100 0.0097
## Magenta 0.0128 0.0095 0.0090 0.0077
## Maroon 0.0103 0.0100 0.0090 0.0113
## Olive 0.0121 0.0133 0.0090 0.0110
## Orange 0.0115 0.0100 0.0095 0.0085
## Peach 0.0108 0.0097 0.0062 0.0115
## Pink 0.0090 0.0113 0.0074 0.0115
## Purple 0.0095 0.0110 0.0097 0.0085
## Red 0.0108 0.0079 0.0092 0.0100
## Silver 0.0100 0.0095 0.0151 0.0097
## Teal 0.0103 0.0118 0.0126 0.0095
## Turquoise 0.0069 0.0105 0.0092 0.0105
## Violet 0.0113 0.0115 0.0103 0.0095
## White 0.0069 0.0092 0.0110 0.0092
## Yellow 0.0128 0.0103 0.0097 0.0118
##
## ======================================
## Probabilidad conjunta P( Color , Review.Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3
## Beige 0.0005 0.0015 0.0021 0.0015 0.0010 0.0033 0.0021 0.0026 0.0013
## Black 0.0013 0.0010 0.0018 0.0018 0.0013 0.0005 0.0015 0.0026 0.0010
## Blue 0.0018 0.0013 0.0021 0.0018 0.0018 0.0008 0.0021 0.0018 0.0026
## Brown 0.0010 0.0013 0.0015 0.0005 0.0015 0.0008 0.0023 0.0010 0.0021
## Charcoal 0.0010 0.0018 0.0021 0.0021 0.0008 0.0010 0.0008 0.0008 0.0021
## Cyan 0.0005 0.0023 0.0015 0.0026 0.0033 0.0023 0.0008 0.0013 0.0018
## Gold 0.0005 0.0010 0.0018 0.0005 0.0033 0.0018 0.0018 0.0013 0.0018
## Gray 0.0008 0.0021 0.0018 0.0021 0.0010 0.0015 0.0013 0.0008 0.0010
## Green 0.0008 0.0023 0.0005 0.0018 0.0023 0.0013 0.0013 0.0023 0.0028
## Indigo 0.0005 0.0013 0.0015 0.0010 0.0021 0.0026 0.0018 0.0013 0.0023
## Lavender 0.0005 0.0023 0.0021 0.0010 0.0008 0.0021 0.0015 0.0015 0.0005
## Magenta 0.0005 0.0005 0.0021 0.0003 0.0015 0.0013 0.0013 0.0013 0.0015
## Maroon 0.0003 0.0023 0.0010 0.0021 0.0021 0.0008 0.0015 0.0018 0.0008
## Olive 0.0008 0.0028 0.0018 0.0013 0.0015 0.0023 0.0023 0.0013 0.0013
## Orange 0.0005 0.0015 0.0010 0.0023 0.0021 0.0003 0.0021 0.0010 0.0015
## Peach 0.0005 0.0018 0.0013 0.0018 0.0033 0.0018 0.0005 0.0026 0.0008
## Pink 0.0003 0.0021 0.0013 0.0008 0.0010 0.0026 0.0010 0.0013 0.0008
## Purple 0.0005 0.0013 0.0008 0.0021 0.0008 0.0008 0.0005 0.0026 0.0013
## Red 0.0010 0.0018 0.0015 0.0010 0.0015 0.0028 0.0021 0.0015 0.0015
## Silver 0.0003 0.0018 0.0021 0.0013 0.0018 0.0018 0.0028 0.0013 0.0023
## Teal 0.0003 0.0010 0.0010 0.0023 0.0015 0.0031 0.0021 0.0018 0.0021
## Turquoise 0.0008 0.0013 0.0015 0.0010 0.0021 0.0018 0.0008 0.0008 0.0013
## Violet 0.0015 0.0018 0.0023 0.0008 0.0005 0.0021 0.0026 0.0010 0.0023
## White 0.0000 0.0015 0.0010 0.0000 0.0023 0.0013 0.0018 0.0018 0.0013
## Yellow 0.0005 0.0010 0.0021 0.0013 0.0023 0.0010 0.0018 0.0018 0.0010
##
## 3.4 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2
## Beige 0.0023 0.0013 0.0015 0.0015 0.0021 0.0018 0.0000 0.0015 0.0010
## Black 0.0015 0.0010 0.0003 0.0010 0.0018 0.0033 0.0033 0.0021 0.0010
## Blue 0.0018 0.0015 0.0013 0.0010 0.0018 0.0010 0.0005 0.0013 0.0018
## Brown 0.0015 0.0018 0.0015 0.0008 0.0018 0.0015 0.0015 0.0018 0.0008
## Charcoal 0.0018 0.0013 0.0010 0.0015 0.0010 0.0015 0.0021 0.0021 0.0015
## Cyan 0.0033 0.0018 0.0023 0.0013 0.0010 0.0028 0.0010 0.0005 0.0013
## Gold 0.0013 0.0023 0.0026 0.0008 0.0008 0.0010 0.0008 0.0015 0.0008
## Gray 0.0010 0.0013 0.0005 0.0013 0.0008 0.0021 0.0015 0.0008 0.0018
## Green 0.0036 0.0023 0.0013 0.0015 0.0015 0.0010 0.0023 0.0015 0.0023
## Indigo 0.0015 0.0018 0.0015 0.0021 0.0013 0.0018 0.0010 0.0003 0.0018
## Lavender 0.0015 0.0015 0.0013 0.0031 0.0010 0.0021 0.0031 0.0005 0.0013
## Magenta 0.0021 0.0023 0.0008 0.0013 0.0026 0.0008 0.0023 0.0023 0.0021
## Maroon 0.0008 0.0013 0.0015 0.0015 0.0021 0.0021 0.0018 0.0010 0.0033
## Olive 0.0018 0.0015 0.0023 0.0023 0.0013 0.0018 0.0026 0.0015 0.0031
## Orange 0.0015 0.0008 0.0018 0.0021 0.0015 0.0005 0.0023 0.0015 0.0013
## Peach 0.0015 0.0013 0.0015 0.0005 0.0010 0.0010 0.0021 0.0018 0.0013
## Pink 0.0018 0.0010 0.0015 0.0023 0.0018 0.0023 0.0023 0.0018 0.0023
## Purple 0.0023 0.0026 0.0013 0.0021 0.0010 0.0010 0.0023 0.0026 0.0013
## Red 0.0005 0.0013 0.0015 0.0013 0.0008 0.0018 0.0026 0.0010 0.0010
## Silver 0.0021 0.0018 0.0013 0.0023 0.0010 0.0018 0.0023 0.0021 0.0033
## Teal 0.0023 0.0028 0.0013 0.0010 0.0018 0.0018 0.0015 0.0015 0.0028
## Turquoise 0.0021 0.0021 0.0018 0.0008 0.0010 0.0015 0.0023 0.0010 0.0021
## Violet 0.0033 0.0010 0.0026 0.0026 0.0015 0.0021 0.0018 0.0023 0.0015
## White 0.0021 0.0015 0.0021 0.0021 0.0021 0.0010 0.0015 0.0005 0.0010
## Yellow 0.0013 0.0008 0.0018 0.0021 0.0021 0.0023 0.0015 0.0031 0.0021
##
## 4.3 4.4 4.5 4.6 4.7 4.8 4.9 5.0
## Beige 0.0008 0.0013 0.0013 0.0015 0.0013 0.0021 0.0005 0.0000
## Black 0.0015 0.0021 0.0023 0.0023 0.0018 0.0018 0.0013 0.0015
## Blue 0.0021 0.0015 0.0005 0.0018 0.0010 0.0018 0.0021 0.0003
## Brown 0.0018 0.0015 0.0015 0.0023 0.0010 0.0010 0.0013 0.0005
## Charcoal 0.0023 0.0023 0.0018 0.0010 0.0018 0.0021 0.0010 0.0008
## Cyan 0.0021 0.0015 0.0010 0.0023 0.0005 0.0005 0.0021 0.0008
## Gold 0.0018 0.0013 0.0010 0.0010 0.0013 0.0015 0.0013 0.0005
## Gray 0.0023 0.0028 0.0021 0.0015 0.0026 0.0026 0.0033 0.0003
## Green 0.0018 0.0018 0.0013 0.0010 0.0008 0.0015 0.0018 0.0005
## Indigo 0.0008 0.0021 0.0015 0.0018 0.0008 0.0013 0.0013 0.0008
## Lavender 0.0013 0.0010 0.0015 0.0018 0.0015 0.0015 0.0013 0.0000
## Magenta 0.0015 0.0021 0.0013 0.0018 0.0021 0.0018 0.0015 0.0003
## Maroon 0.0008 0.0033 0.0010 0.0021 0.0018 0.0010 0.0021 0.0005
## Olive 0.0013 0.0013 0.0023 0.0013 0.0010 0.0015 0.0023 0.0008
## Orange 0.0023 0.0013 0.0013 0.0010 0.0021 0.0018 0.0033 0.0008
## Peach 0.0005 0.0021 0.0015 0.0026 0.0010 0.0008 0.0026 0.0008
## Pink 0.0015 0.0015 0.0010 0.0018 0.0010 0.0008 0.0021 0.0013
## Purple 0.0013 0.0018 0.0008 0.0021 0.0015 0.0018 0.0005 0.0021
## Red 0.0023 0.0015 0.0018 0.0008 0.0013 0.0015 0.0013 0.0008
## Silver 0.0013 0.0013 0.0013 0.0031 0.0015 0.0013 0.0008 0.0005
## Teal 0.0021 0.0021 0.0010 0.0015 0.0013 0.0018 0.0023 0.0000
## Turquoise 0.0005 0.0010 0.0010 0.0021 0.0015 0.0021 0.0010 0.0021
## Violet 0.0013 0.0008 0.0010 0.0013 0.0026 0.0005 0.0010 0.0005
## White 0.0015 0.0010 0.0023 0.0015 0.0018 0.0008 0.0021 0.0005
## Yellow 0.0010 0.0003 0.0021 0.0033 0.0031 0.0018 0.0026 0.0008
##
## ======================================
## Probabilidad conjunta P( Color , Subscription.Status )
##
## No Yes
## Beige 0.0272 0.0105
## Black 0.0333 0.0095
## Blue 0.0290 0.0100
## Brown 0.0277 0.0085
## Charcoal 0.0274 0.0118
## Cyan 0.0305 0.0121
## Gold 0.0277 0.0077
## Gray 0.0297 0.0110
## Green 0.0305 0.0128
## Indigo 0.0277 0.0100
## Lavender 0.0274 0.0103
## Magenta 0.0297 0.0092
## Maroon 0.0303 0.0103
## Olive 0.0310 0.0144
## Orange 0.0282 0.0113
## Peach 0.0300 0.0082
## Pink 0.0308 0.0085
## Purple 0.0267 0.0121
## Red 0.0277 0.0103
## Silver 0.0318 0.0126
## Teal 0.0310 0.0131
## Turquoise 0.0254 0.0118
## Violet 0.0318 0.0108
## White 0.0254 0.0110
## Yellow 0.0321 0.0126
##
## ======================================
## Probabilidad conjunta P( Color , Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Beige 0.0056 0.0067 0.0077 0.0056 0.0054 0.0067
## Black 0.0085 0.0087 0.0056 0.0059 0.0072 0.0069
## Blue 0.0059 0.0064 0.0079 0.0056 0.0056 0.0074
## Brown 0.0064 0.0041 0.0054 0.0069 0.0064 0.0069
## Charcoal 0.0074 0.0051 0.0062 0.0085 0.0074 0.0046
## Cyan 0.0054 0.0074 0.0085 0.0069 0.0069 0.0074
## Gold 0.0056 0.0062 0.0059 0.0056 0.0056 0.0064
## Gray 0.0059 0.0062 0.0074 0.0062 0.0067 0.0085
## Green 0.0062 0.0082 0.0074 0.0064 0.0069 0.0082
## Indigo 0.0069 0.0069 0.0056 0.0062 0.0062 0.0059
## Lavender 0.0046 0.0064 0.0082 0.0062 0.0064 0.0059
## Magenta 0.0064 0.0046 0.0082 0.0064 0.0069 0.0064
## Maroon 0.0046 0.0067 0.0072 0.0067 0.0059 0.0095
## Olive 0.0077 0.0074 0.0092 0.0059 0.0059 0.0092
## Orange 0.0077 0.0062 0.0082 0.0067 0.0046 0.0062
## Peach 0.0054 0.0082 0.0062 0.0056 0.0079 0.0049
## Pink 0.0062 0.0085 0.0059 0.0072 0.0062 0.0054
## Purple 0.0069 0.0049 0.0062 0.0079 0.0072 0.0056
## Red 0.0069 0.0044 0.0079 0.0067 0.0059 0.0062
## Silver 0.0067 0.0079 0.0087 0.0077 0.0069 0.0064
## Teal 0.0079 0.0092 0.0059 0.0054 0.0097 0.0059
## Turquoise 0.0067 0.0069 0.0074 0.0054 0.0062 0.0046
## Violet 0.0077 0.0074 0.0067 0.0082 0.0069 0.0056
## White 0.0044 0.0046 0.0082 0.0062 0.0054 0.0077
## Yellow 0.0085 0.0069 0.0067 0.0064 0.0072 0.0090
##
## ======================================
## Probabilidad conjunta P( Color , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Beige 0.0069 0.0044 0.0054 0.0077 0.0054
## Black 0.0067 0.0085 0.0069 0.0074 0.0056
## Blue 0.0059 0.0072 0.0064 0.0064 0.0069
## Brown 0.0046 0.0079 0.0054 0.0062 0.0062
## Charcoal 0.0059 0.0054 0.0077 0.0074 0.0072
## Cyan 0.0072 0.0074 0.0082 0.0056 0.0074
## Gold 0.0059 0.0067 0.0067 0.0041 0.0085
## Gray 0.0062 0.0082 0.0074 0.0064 0.0059
## Green 0.0082 0.0069 0.0067 0.0051 0.0100
## Indigo 0.0074 0.0051 0.0079 0.0056 0.0062
## Lavender 0.0056 0.0049 0.0049 0.0090 0.0064
## Magenta 0.0079 0.0046 0.0054 0.0049 0.0074
## Maroon 0.0074 0.0056 0.0077 0.0067 0.0059
## Olive 0.0069 0.0062 0.0067 0.0072 0.0105
## Orange 0.0064 0.0056 0.0079 0.0072 0.0067
## Peach 0.0074 0.0046 0.0059 0.0069 0.0049
## Pink 0.0069 0.0085 0.0064 0.0056 0.0064
## Purple 0.0054 0.0067 0.0062 0.0064 0.0074
## Red 0.0056 0.0074 0.0044 0.0072 0.0056
## Silver 0.0056 0.0077 0.0092 0.0097 0.0067
## Teal 0.0072 0.0072 0.0103 0.0069 0.0062
## Turquoise 0.0046 0.0067 0.0077 0.0072 0.0062
## Violet 0.0059 0.0059 0.0092 0.0079 0.0059
## White 0.0064 0.0069 0.0074 0.0041 0.0041
## Yellow 0.0064 0.0095 0.0051 0.0072 0.0082
##
## Store Pickup
## Beige 0.0079
## Black 0.0077
## Blue 0.0062
## Brown 0.0059
## Charcoal 0.0056
## Cyan 0.0067
## Gold 0.0036
## Gray 0.0067
## Green 0.0064
## Indigo 0.0054
## Lavender 0.0069
## Magenta 0.0087
## Maroon 0.0072
## Olive 0.0079
## Orange 0.0056
## Peach 0.0085
## Pink 0.0054
## Purple 0.0067
## Red 0.0077
## Silver 0.0054
## Teal 0.0064
## Turquoise 0.0049
## Violet 0.0077
## White 0.0074
## Yellow 0.0082
##
## ======================================
## Probabilidad conjunta P( Color , Discount.Applied )
##
## No Yes
## Beige 0.0203 0.0174
## Black 0.0249 0.0179
## Blue 0.0236 0.0154
## Brown 0.0226 0.0136
## Charcoal 0.0197 0.0195
## Cyan 0.0241 0.0185
## Gold 0.0215 0.0138
## Gray 0.0244 0.0164
## Green 0.0256 0.0177
## Indigo 0.0205 0.0172
## Lavender 0.0215 0.0162
## Magenta 0.0236 0.0154
## Maroon 0.0241 0.0164
## Olive 0.0251 0.0203
## Orange 0.0215 0.0179
## Peach 0.0238 0.0144
## Pink 0.0251 0.0141
## Purple 0.0213 0.0174
## Red 0.0208 0.0172
## Silver 0.0246 0.0197
## Teal 0.0238 0.0203
## Turquoise 0.0200 0.0172
## Violet 0.0241 0.0185
## White 0.0182 0.0182
## Yellow 0.0251 0.0195
##
## ======================================
## Probabilidad conjunta P( Color , Promo.Code.Used )
##
## No Yes
## Beige 0.0203 0.0174
## Black 0.0249 0.0179
## Blue 0.0236 0.0154
## Brown 0.0226 0.0136
## Charcoal 0.0197 0.0195
## Cyan 0.0241 0.0185
## Gold 0.0215 0.0138
## Gray 0.0244 0.0164
## Green 0.0256 0.0177
## Indigo 0.0205 0.0172
## Lavender 0.0215 0.0162
## Magenta 0.0236 0.0154
## Maroon 0.0241 0.0164
## Olive 0.0251 0.0203
## Orange 0.0215 0.0179
## Peach 0.0238 0.0144
## Pink 0.0251 0.0141
## Purple 0.0213 0.0174
## Red 0.0208 0.0172
## Silver 0.0246 0.0197
## Teal 0.0238 0.0203
## Turquoise 0.0200 0.0172
## Violet 0.0241 0.0185
## White 0.0182 0.0182
## Yellow 0.0251 0.0195
##
## ======================================
## Probabilidad conjunta P( Color , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Beige 0.0049 0.0059 0.0056 0.0067 0.0074 0.0072
## Black 0.0074 0.0059 0.0079 0.0064 0.0085 0.0067
## Blue 0.0067 0.0079 0.0041 0.0062 0.0079 0.0062
## Brown 0.0051 0.0051 0.0067 0.0056 0.0051 0.0085
## Charcoal 0.0038 0.0087 0.0059 0.0077 0.0054 0.0077
## Cyan 0.0087 0.0087 0.0056 0.0062 0.0072 0.0062
## Gold 0.0085 0.0054 0.0067 0.0056 0.0054 0.0038
## Gray 0.0056 0.0090 0.0069 0.0059 0.0067 0.0067
## Green 0.0051 0.0072 0.0079 0.0064 0.0077 0.0090
## Indigo 0.0046 0.0062 0.0064 0.0085 0.0054 0.0067
## Lavender 0.0059 0.0079 0.0074 0.0051 0.0064 0.0049
## Magenta 0.0051 0.0069 0.0064 0.0074 0.0067 0.0064
## Maroon 0.0082 0.0064 0.0067 0.0072 0.0059 0.0062
## Olive 0.0085 0.0054 0.0087 0.0077 0.0067 0.0085
## Orange 0.0059 0.0064 0.0074 0.0064 0.0087 0.0046
## Peach 0.0077 0.0044 0.0069 0.0067 0.0067 0.0059
## Pink 0.0046 0.0072 0.0092 0.0041 0.0095 0.0046
## Purple 0.0059 0.0074 0.0085 0.0059 0.0046 0.0064
## Red 0.0054 0.0059 0.0054 0.0074 0.0074 0.0064
## Silver 0.0051 0.0082 0.0087 0.0056 0.0105 0.0062
## Teal 0.0074 0.0087 0.0067 0.0090 0.0067 0.0056
## Turquoise 0.0067 0.0064 0.0049 0.0046 0.0079 0.0067
## Violet 0.0062 0.0095 0.0064 0.0062 0.0077 0.0067
## White 0.0056 0.0044 0.0079 0.0069 0.0046 0.0069
## Yellow 0.0082 0.0067 0.0069 0.0077 0.0069 0.0082
##
## ======================================
## Probabilidad conjunta P( Color , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Beige 0.0054 0.0059 0.0041 0.0056 0.0056 0.0069
## Black 0.0067 0.0051 0.0056 0.0054 0.0067 0.0069
## Blue 0.0049 0.0085 0.0062 0.0044 0.0051 0.0059
## Brown 0.0056 0.0028 0.0049 0.0051 0.0069 0.0051
## Charcoal 0.0046 0.0067 0.0064 0.0059 0.0067 0.0044
## Cyan 0.0046 0.0062 0.0067 0.0072 0.0064 0.0049
## Gold 0.0051 0.0036 0.0069 0.0056 0.0054 0.0038
## Gray 0.0049 0.0064 0.0077 0.0059 0.0033 0.0059
## Green 0.0059 0.0072 0.0067 0.0064 0.0046 0.0082
## Indigo 0.0051 0.0056 0.0056 0.0044 0.0059 0.0049
## Lavender 0.0033 0.0069 0.0054 0.0046 0.0049 0.0069
## Magenta 0.0092 0.0036 0.0049 0.0044 0.0049 0.0067
## Maroon 0.0072 0.0049 0.0059 0.0054 0.0044 0.0082
## Olive 0.0072 0.0072 0.0077 0.0064 0.0051 0.0051
## Orange 0.0056 0.0044 0.0072 0.0064 0.0054 0.0049
## Peach 0.0064 0.0049 0.0041 0.0044 0.0074 0.0059
## Pink 0.0056 0.0041 0.0056 0.0044 0.0059 0.0079
## Purple 0.0054 0.0072 0.0051 0.0062 0.0046 0.0051
## Red 0.0049 0.0059 0.0046 0.0046 0.0062 0.0064
## Silver 0.0067 0.0059 0.0077 0.0067 0.0046 0.0062
## Teal 0.0072 0.0059 0.0072 0.0038 0.0082 0.0064
## Turquoise 0.0059 0.0041 0.0038 0.0074 0.0067 0.0036
## Violet 0.0069 0.0077 0.0056 0.0067 0.0059 0.0038
## White 0.0049 0.0044 0.0072 0.0041 0.0059 0.0051
## Yellow 0.0074 0.0054 0.0069 0.0077 0.0051 0.0051
##
## Weekly
## Beige 0.0041
## Black 0.0064
## Blue 0.0041
## Brown 0.0056
## Charcoal 0.0046
## Cyan 0.0067
## Gold 0.0049
## Gray 0.0067
## Green 0.0044
## Indigo 0.0062
## Lavender 0.0056
## Magenta 0.0054
## Maroon 0.0046
## Olive 0.0067
## Orange 0.0056
## Peach 0.0051
## Pink 0.0056
## Purple 0.0051
## Red 0.0054
## Silver 0.0067
## Teal 0.0054
## Turquoise 0.0056
## Violet 0.0059
## White 0.0049
## Yellow 0.0069
##
## ======================================
## Probabilidad conjunta P( Season , Review.Rating )
##
## 2.5 2.6 2.7 2.8 2.9 3.0 3.1 3.2 3.3 3.4
## Fall 0.0036 0.0113 0.0095 0.0108 0.0118 0.0105 0.0090 0.0092 0.0095 0.0115
## Spring 0.0044 0.0092 0.0097 0.0077 0.0123 0.0095 0.0113 0.0103 0.0072 0.0115
## Summer 0.0036 0.0103 0.0123 0.0082 0.0113 0.0105 0.0105 0.0087 0.0118 0.0108
## Winter 0.0054 0.0100 0.0079 0.0082 0.0082 0.0110 0.0095 0.0108 0.0105 0.0128
##
## 3.5 3.6 3.7 3.8 3.9 4.0 4.1 4.2 4.3 4.4
## Fall 0.0092 0.0118 0.0090 0.0095 0.0097 0.0126 0.0118 0.0121 0.0095 0.0082
## Spring 0.0095 0.0097 0.0087 0.0097 0.0105 0.0128 0.0082 0.0115 0.0105 0.0092
## Summer 0.0092 0.0085 0.0103 0.0085 0.0108 0.0105 0.0077 0.0090 0.0087 0.0136
## Winter 0.0121 0.0082 0.0121 0.0087 0.0108 0.0105 0.0103 0.0113 0.0090 0.0095
##
## 4.5 4.6 4.7 4.8 4.9 5.0
## Fall 0.0085 0.0090 0.0095 0.0085 0.0103 0.0044
## Spring 0.0121 0.0133 0.0087 0.0105 0.0115 0.0064
## Summer 0.0082 0.0123 0.0100 0.0085 0.0082 0.0031
## Winter 0.0069 0.0100 0.0097 0.0095 0.0126 0.0036
##
## ======================================
## Probabilidad conjunta P( Season , Subscription.Status )
##
## No Yes
## Fall 0.1823 0.0677
## Spring 0.1869 0.0692
## Summer 0.1769 0.0679
## Winter 0.1838 0.0651
##
## ======================================
## Probabilidad conjunta P( Season , Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Fall 0.0403 0.0400 0.0469 0.0441 0.0397 0.0390
## Spring 0.0464 0.0436 0.0456 0.0385 0.0397 0.0423
## Summer 0.0400 0.0408 0.0397 0.0395 0.0421 0.0428
## Winter 0.0354 0.0418 0.0462 0.0403 0.0421 0.0433
##
## ======================================
## Probabilidad conjunta P( Season , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Fall 0.0395 0.0433 0.0431 0.0438 0.0431
## Spring 0.0456 0.0444 0.0421 0.0385 0.0403
## Summer 0.0372 0.0372 0.0459 0.0387 0.0426
## Winter 0.0385 0.0408 0.0421 0.0451 0.0418
##
## Store Pickup
## Fall 0.0372
## Spring 0.0454
## Summer 0.0433
## Winter 0.0408
##
## ======================================
## Probabilidad conjunta P( Season , Discount.Applied )
##
## No Yes
## Fall 0.1482 0.1018
## Spring 0.1433 0.1128
## Summer 0.1364 0.1085
## Winter 0.1421 0.1069
##
## ======================================
## Probabilidad conjunta P( Season , Promo.Code.Used )
##
## No Yes
## Fall 0.1482 0.1018
## Spring 0.1433 0.1128
## Summer 0.1364 0.1085
## Winter 0.1421 0.1069
##
## ======================================
## Probabilidad conjunta P( Season , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Fall 0.0385 0.0459 0.0405 0.0433 0.0364 0.0454
## Spring 0.0356 0.0446 0.0464 0.0438 0.0477 0.0379
## Summer 0.0410 0.0415 0.0405 0.0405 0.0410 0.0403
## Winter 0.0418 0.0397 0.0446 0.0354 0.0485 0.0390
##
## ======================================
## Probabilidad conjunta P( Season , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## Fall 0.0403 0.0308 0.0377 0.0367 0.0351 0.0367 0.0328
## Spring 0.0351 0.0397 0.0374 0.0341 0.0369 0.0364 0.0364
## Summer 0.0367 0.0338 0.0390 0.0326 0.0341 0.0369 0.0318
## Winter 0.0346 0.0359 0.0356 0.0356 0.0356 0.0344 0.0372
##
## ======================================
## Probabilidad conjunta P( Review.Rating , Subscription.Status )
##
## No Yes
## 2.5 0.0121 0.0049
## 2.6 0.0285 0.0123
## 2.7 0.0297 0.0097
## 2.8 0.0249 0.0100
## 2.9 0.0331 0.0105
## 3.0 0.0303 0.0113
## 3.1 0.0305 0.0097
## 3.2 0.0267 0.0123
## 3.3 0.0267 0.0123
## 3.4 0.0359 0.0108
## 3.5 0.0282 0.0118
## 3.6 0.0269 0.0113
## 3.7 0.0272 0.0128
## 3.8 0.0287 0.0077
## 3.9 0.0313 0.0105
## 4.0 0.0362 0.0103
## 4.1 0.0277 0.0103
## 4.2 0.0315 0.0123
## 4.3 0.0287 0.0090
## 4.4 0.0287 0.0118
## 4.5 0.0262 0.0095
## 4.6 0.0326 0.0121
## 4.7 0.0267 0.0113
## 4.8 0.0259 0.0110
## 4.9 0.0310 0.0115
## 5.0 0.0144 0.0031
##
## ======================================
## Probabilidad conjunta P( Review.Rating , Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## 2.5 0.0031 0.0031 0.0018 0.0026 0.0033 0.0031
## 2.6 0.0059 0.0082 0.0082 0.0067 0.0064 0.0054
## 2.7 0.0041 0.0062 0.0074 0.0097 0.0049 0.0072
## 2.8 0.0046 0.0069 0.0069 0.0049 0.0062 0.0054
## 2.9 0.0041 0.0059 0.0095 0.0087 0.0082 0.0072
## 3.0 0.0064 0.0049 0.0092 0.0062 0.0079 0.0069
## 3.1 0.0074 0.0074 0.0056 0.0069 0.0056 0.0072
## 3.2 0.0072 0.0074 0.0059 0.0051 0.0062 0.0072
## 3.3 0.0074 0.0056 0.0069 0.0069 0.0072 0.0049
## 3.4 0.0105 0.0087 0.0074 0.0064 0.0067 0.0069
## 3.5 0.0064 0.0067 0.0077 0.0069 0.0054 0.0069
## 3.6 0.0049 0.0059 0.0049 0.0064 0.0079 0.0082
## 3.7 0.0067 0.0074 0.0054 0.0069 0.0067 0.0069
## 3.8 0.0036 0.0054 0.0072 0.0082 0.0054 0.0067
## 3.9 0.0079 0.0056 0.0090 0.0046 0.0054 0.0092
## 4.0 0.0090 0.0059 0.0103 0.0056 0.0074 0.0082
## 4.1 0.0069 0.0067 0.0072 0.0059 0.0049 0.0064
## 4.2 0.0095 0.0077 0.0072 0.0046 0.0072 0.0077
## 4.3 0.0072 0.0082 0.0064 0.0069 0.0054 0.0036
## 4.4 0.0056 0.0077 0.0056 0.0085 0.0077 0.0054
## 4.5 0.0051 0.0072 0.0064 0.0041 0.0074 0.0054
## 4.6 0.0082 0.0072 0.0092 0.0087 0.0062 0.0051
## 4.7 0.0082 0.0059 0.0054 0.0051 0.0064 0.0069
## 4.8 0.0044 0.0046 0.0087 0.0051 0.0072 0.0069
## 4.9 0.0049 0.0069 0.0072 0.0067 0.0072 0.0097
## 5.0 0.0028 0.0028 0.0018 0.0038 0.0033 0.0028
##
## ======================================
## Probabilidad conjunta P( Review.Rating , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard Store Pickup
## 2.5 0.0021 0.0023 0.0033 0.0046 0.0021 0.0026
## 2.6 0.0051 0.0056 0.0067 0.0085 0.0051 0.0097
## 2.7 0.0064 0.0062 0.0082 0.0054 0.0062 0.0072
## 2.8 0.0056 0.0064 0.0054 0.0054 0.0049 0.0072
## 2.9 0.0074 0.0072 0.0049 0.0074 0.0079 0.0087
## 3.0 0.0054 0.0064 0.0082 0.0074 0.0067 0.0074
## 3.1 0.0064 0.0069 0.0092 0.0074 0.0033 0.0069
## 3.2 0.0072 0.0054 0.0072 0.0079 0.0056 0.0056
## 3.3 0.0067 0.0046 0.0077 0.0067 0.0072 0.0062
## 3.4 0.0085 0.0064 0.0108 0.0067 0.0082 0.0062
## 3.5 0.0059 0.0069 0.0062 0.0074 0.0069 0.0067
## 3.6 0.0069 0.0087 0.0072 0.0049 0.0044 0.0062
## 3.7 0.0079 0.0087 0.0056 0.0049 0.0062 0.0067
## 3.8 0.0054 0.0067 0.0067 0.0062 0.0064 0.0051
## 3.9 0.0074 0.0067 0.0072 0.0064 0.0082 0.0059
## 4.0 0.0079 0.0069 0.0064 0.0082 0.0087 0.0082
## 4.1 0.0054 0.0059 0.0059 0.0067 0.0077 0.0064
## 4.2 0.0069 0.0085 0.0092 0.0059 0.0074 0.0059
## 4.3 0.0059 0.0072 0.0062 0.0072 0.0056 0.0056
## 4.4 0.0062 0.0059 0.0062 0.0049 0.0097 0.0077
## 4.5 0.0059 0.0054 0.0041 0.0072 0.0067 0.0064
## 4.6 0.0054 0.0064 0.0105 0.0054 0.0105 0.0064
## 4.7 0.0049 0.0074 0.0059 0.0062 0.0067 0.0069
## 4.8 0.0062 0.0049 0.0062 0.0082 0.0067 0.0049
## 4.9 0.0077 0.0090 0.0056 0.0069 0.0064 0.0069
## 5.0 0.0041 0.0031 0.0026 0.0023 0.0023 0.0031
##
## ======================================
## Probabilidad conjunta P( Review.Rating , Discount.Applied )
##
## No Yes
## 2.5 0.0090 0.0079
## 2.6 0.0215 0.0192
## 2.7 0.0238 0.0156
## 2.8 0.0192 0.0156
## 2.9 0.0262 0.0174
## 3.0 0.0215 0.0200
## 3.1 0.0238 0.0164
## 3.2 0.0205 0.0185
## 3.3 0.0226 0.0164
## 3.4 0.0282 0.0185
## 3.5 0.0218 0.0182
## 3.6 0.0205 0.0177
## 3.7 0.0215 0.0185
## 3.8 0.0251 0.0113
## 3.9 0.0231 0.0187
## 4.0 0.0267 0.0197
## 4.1 0.0195 0.0185
## 4.2 0.0264 0.0174
## 4.3 0.0233 0.0144
## 4.4 0.0223 0.0182
## 4.5 0.0190 0.0167
## 4.6 0.0262 0.0185
## 4.7 0.0221 0.0159
## 4.8 0.0205 0.0164
## 4.9 0.0244 0.0182
## 5.0 0.0113 0.0062
##
## ======================================
## Probabilidad conjunta P( Review.Rating , Promo.Code.Used )
##
## No Yes
## 2.5 0.0090 0.0079
## 2.6 0.0215 0.0192
## 2.7 0.0238 0.0156
## 2.8 0.0192 0.0156
## 2.9 0.0262 0.0174
## 3.0 0.0215 0.0200
## 3.1 0.0238 0.0164
## 3.2 0.0205 0.0185
## 3.3 0.0226 0.0164
## 3.4 0.0282 0.0185
## 3.5 0.0218 0.0182
## 3.6 0.0205 0.0177
## 3.7 0.0215 0.0185
## 3.8 0.0251 0.0113
## 3.9 0.0231 0.0187
## 4.0 0.0267 0.0197
## 4.1 0.0195 0.0185
## 4.2 0.0264 0.0174
## 4.3 0.0233 0.0144
## 4.4 0.0223 0.0182
## 4.5 0.0190 0.0167
## 4.6 0.0262 0.0185
## 4.7 0.0221 0.0159
## 4.8 0.0205 0.0164
## 4.9 0.0244 0.0182
## 5.0 0.0113 0.0062
##
## ======================================
## Probabilidad conjunta P( Review.Rating , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## 2.5 0.0015 0.0041 0.0033 0.0036 0.0018 0.0026
## 2.6 0.0077 0.0077 0.0056 0.0077 0.0067 0.0054
## 2.7 0.0067 0.0067 0.0074 0.0051 0.0090 0.0046
## 2.8 0.0072 0.0082 0.0044 0.0038 0.0051 0.0062
## 2.9 0.0074 0.0044 0.0085 0.0085 0.0067 0.0082
## 3.0 0.0059 0.0072 0.0056 0.0079 0.0074 0.0074
## 3.1 0.0074 0.0064 0.0064 0.0069 0.0092 0.0038
## 3.2 0.0062 0.0082 0.0074 0.0051 0.0077 0.0044
## 3.3 0.0067 0.0062 0.0062 0.0067 0.0069 0.0064
## 3.4 0.0079 0.0079 0.0097 0.0056 0.0072 0.0082
## 3.5 0.0077 0.0051 0.0064 0.0051 0.0069 0.0087
## 3.6 0.0067 0.0069 0.0067 0.0051 0.0046 0.0082
## 3.7 0.0051 0.0038 0.0059 0.0079 0.0079 0.0092
## 3.8 0.0049 0.0069 0.0056 0.0077 0.0056 0.0056
## 3.9 0.0062 0.0064 0.0069 0.0069 0.0082 0.0072
## 4.0 0.0079 0.0079 0.0072 0.0074 0.0082 0.0077
## 4.1 0.0054 0.0077 0.0059 0.0046 0.0069 0.0074
## 4.2 0.0062 0.0082 0.0074 0.0069 0.0072 0.0079
## 4.3 0.0059 0.0082 0.0072 0.0069 0.0041 0.0054
## 4.4 0.0051 0.0056 0.0095 0.0072 0.0069 0.0062
## 4.5 0.0054 0.0069 0.0062 0.0051 0.0056 0.0064
## 4.6 0.0064 0.0072 0.0064 0.0082 0.0113 0.0051
## 4.7 0.0056 0.0069 0.0074 0.0074 0.0049 0.0056
## 4.8 0.0046 0.0077 0.0072 0.0051 0.0064 0.0059
## 4.9 0.0069 0.0067 0.0072 0.0072 0.0087 0.0059
## 5.0 0.0023 0.0026 0.0044 0.0031 0.0023 0.0028
##
## ======================================
## Probabilidad conjunta P( Review.Rating , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## 2.5 0.0026 0.0033 0.0018 0.0013 0.0026 0.0023 0.0031
## 2.6 0.0067 0.0059 0.0051 0.0059 0.0044 0.0072 0.0056
## 2.7 0.0049 0.0059 0.0056 0.0046 0.0054 0.0069 0.0062
## 2.8 0.0028 0.0051 0.0062 0.0054 0.0051 0.0046 0.0056
## 2.9 0.0074 0.0059 0.0072 0.0044 0.0077 0.0072 0.0038
## 3.0 0.0054 0.0074 0.0054 0.0082 0.0054 0.0046 0.0051
## 3.1 0.0056 0.0051 0.0054 0.0074 0.0059 0.0069 0.0038
## 3.2 0.0051 0.0074 0.0056 0.0041 0.0056 0.0054 0.0056
## 3.3 0.0074 0.0036 0.0064 0.0049 0.0049 0.0077 0.0041
## 3.4 0.0077 0.0072 0.0056 0.0072 0.0062 0.0059 0.0069
## 3.5 0.0062 0.0059 0.0056 0.0059 0.0041 0.0077 0.0046
## 3.6 0.0062 0.0049 0.0062 0.0046 0.0038 0.0059 0.0067
## 3.7 0.0059 0.0049 0.0059 0.0064 0.0059 0.0041 0.0069
## 3.8 0.0051 0.0049 0.0067 0.0041 0.0064 0.0049 0.0044
## 3.9 0.0067 0.0049 0.0069 0.0064 0.0049 0.0054 0.0067
## 4.0 0.0074 0.0077 0.0056 0.0059 0.0087 0.0046 0.0064
## 4.1 0.0041 0.0054 0.0054 0.0054 0.0064 0.0062 0.0051
## 4.2 0.0072 0.0059 0.0079 0.0056 0.0062 0.0049 0.0062
## 4.3 0.0056 0.0072 0.0064 0.0046 0.0044 0.0033 0.0062
## 4.4 0.0056 0.0046 0.0077 0.0059 0.0044 0.0051 0.0072
## 4.5 0.0059 0.0054 0.0046 0.0051 0.0064 0.0049 0.0033
## 4.6 0.0046 0.0072 0.0079 0.0067 0.0056 0.0062 0.0064
## 4.7 0.0049 0.0031 0.0051 0.0062 0.0069 0.0064 0.0054
## 4.8 0.0056 0.0038 0.0069 0.0054 0.0051 0.0054 0.0046
## 4.9 0.0077 0.0054 0.0041 0.0054 0.0067 0.0069 0.0064
## 5.0 0.0023 0.0023 0.0023 0.0021 0.0028 0.0038 0.0018
##
## ======================================
## Probabilidad conjunta P( Subscription.Status , Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## No 0.1192 0.1203 0.1287 0.1162 0.1228 0.1228
## Yes 0.0428 0.0459 0.0497 0.0462 0.0408 0.0446
##
## ======================================
## Probabilidad conjunta P( Subscription.Status , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard Store Pickup
## No 0.1215 0.1169 0.1277 0.1231 0.1228 0.1179
## Yes 0.0392 0.0487 0.0454 0.0431 0.0449 0.0487
##
## ======================================
## Probabilidad conjunta P( Subscription.Status , Discount.Applied )
##
## No Yes
## No 0.57 0.16
## Yes 0.00 0.27
##
## ======================================
## Probabilidad conjunta P( Subscription.Status , Promo.Code.Used )
##
## No Yes
## No 0.57 0.16
## Yes 0.00 0.27
##
## ======================================
## Probabilidad conjunta P( Subscription.Status , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## No 0.1167 0.1274 0.1262 0.1144 0.1274 0.1179
## Yes 0.0403 0.0444 0.0459 0.0487 0.0462 0.0446
##
## ======================================
## Probabilidad conjunta P( Subscription.Status , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## No 0.1056 0.1044 0.1103 0.0997 0.1036 0.1085 0.0979
## Yes 0.0410 0.0359 0.0395 0.0392 0.0382 0.0359 0.0403
##
## ======================================
## Probabilidad conjunta P( Payment.Method , Shipping.Type )
##
## 2-Day Shipping Express Free Shipping Next Day Air Standard
## Bank Transfer 0.0259 0.0279 0.0259 0.0262 0.0297
## Cash 0.0277 0.0262 0.0305 0.0259 0.0274
## Credit Card 0.0236 0.0297 0.0323 0.0277 0.0310
## Debit Card 0.0274 0.0274 0.0279 0.0259 0.0267
## PayPal 0.0267 0.0241 0.0297 0.0308 0.0256
## Venmo 0.0295 0.0303 0.0267 0.0297 0.0272
##
## Store Pickup
## Bank Transfer 0.0264
## Cash 0.0285
## Credit Card 0.0341
## Debit Card 0.0269
## PayPal 0.0267
## Venmo 0.0241
##
## ======================================
## Probabilidad conjunta P( Payment.Method , Discount.Applied )
##
## No Yes
## Bank Transfer 0.0926 0.0695
## Cash 0.0918 0.0744
## Credit Card 0.1036 0.0749
## Debit Card 0.0931 0.0692
## PayPal 0.0954 0.0682
## Venmo 0.0936 0.0738
##
## ======================================
## Probabilidad conjunta P( Payment.Method , Promo.Code.Used )
##
## No Yes
## Bank Transfer 0.0926 0.0695
## Cash 0.0918 0.0744
## Credit Card 0.1036 0.0749
## Debit Card 0.0931 0.0692
## PayPal 0.0954 0.0682
## Venmo 0.0936 0.0738
##
## ======================================
## Probabilidad conjunta P( Payment.Method , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## Bank Transfer 0.0264 0.0274 0.0315 0.0267 0.0259 0.0241
## Cash 0.0249 0.0308 0.0297 0.0233 0.0297 0.0277
## Credit Card 0.0305 0.0313 0.0246 0.0318 0.0323 0.0279
## Debit Card 0.0264 0.0269 0.0303 0.0223 0.0272 0.0292
## PayPal 0.0246 0.0287 0.0246 0.0297 0.0282 0.0277
## Venmo 0.0241 0.0267 0.0313 0.0292 0.0303 0.0259
##
## ======================================
## Probabilidad conjunta P( Payment.Method , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Bank Transfer 0.0259 0.0236 0.0244 0.0231 0.0223 0.0210
## Cash 0.0279 0.0244 0.0305 0.0218 0.0215 0.0210
## Credit Card 0.0205 0.0259 0.0262 0.0272 0.0295 0.0267
## Debit Card 0.0241 0.0203 0.0231 0.0218 0.0218 0.0277
## PayPal 0.0236 0.0215 0.0233 0.0208 0.0223 0.0246
## Venmo 0.0246 0.0246 0.0223 0.0244 0.0244 0.0233
##
## Weekly
## Bank Transfer 0.0218
## Cash 0.0190
## Credit Card 0.0226
## Debit Card 0.0236
## PayPal 0.0274
## Venmo 0.0238
##
## ======================================
## Probabilidad conjunta P( Shipping.Type , Discount.Applied )
##
## No Yes
## 2-Day Shipping 0.0954 0.0654
## Express 0.0941 0.0715
## Free Shipping 0.1018 0.0713
## Next Day Air 0.0905 0.0756
## Standard 0.0946 0.0731
## Store Pickup 0.0936 0.0731
##
## ======================================
## Probabilidad conjunta P( Shipping.Type , Promo.Code.Used )
##
## No Yes
## 2-Day Shipping 0.0954 0.0654
## Express 0.0941 0.0715
## Free Shipping 0.1018 0.0713
## Next Day Air 0.0905 0.0756
## Standard 0.0946 0.0731
## Store Pickup 0.0936 0.0731
##
## ======================================
## Probabilidad conjunta P( Shipping.Type , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## 2-Day Shipping 0.0251 0.0256 0.0315 0.0238 0.0279 0.0267
## Express 0.0233 0.0277 0.0292 0.0251 0.0331 0.0272
## Free Shipping 0.0259 0.0310 0.0274 0.0300 0.0315 0.0272
## Next Day Air 0.0300 0.0267 0.0277 0.0269 0.0272 0.0277
## Standard 0.0238 0.0303 0.0295 0.0303 0.0274 0.0264
## Store Pickup 0.0287 0.0305 0.0267 0.0269 0.0264 0.0274
##
## ======================================
## Probabilidad conjunta P( Shipping.Type , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly
## 2-Day Shipping 0.0215 0.0223 0.0249 0.0228 0.0244
## Express 0.0246 0.0256 0.0254 0.0226 0.0215
## Free Shipping 0.0287 0.0210 0.0259 0.0203 0.0231
## Next Day Air 0.0208 0.0254 0.0279 0.0221 0.0262
## Standard 0.0274 0.0228 0.0192 0.0274 0.0233
## Store Pickup 0.0236 0.0231 0.0264 0.0238 0.0233
##
## Quarterly Weekly
## 2-Day Shipping 0.0238 0.0210
## Express 0.0218 0.0241
## Free Shipping 0.0259 0.0282
## Next Day Air 0.0223 0.0215
## Standard 0.0251 0.0223
## Store Pickup 0.0254 0.0210
##
## ======================================
## Probabilidad conjunta P( Discount.Applied , Promo.Code.Used )
##
## No Yes
## No 0.57 0.00
## Yes 0.00 0.43
##
## ======================================
## Probabilidad conjunta P( Discount.Applied , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## No 0.0905 0.0992 0.1003 0.0890 0.1018 0.0892
## Yes 0.0664 0.0726 0.0718 0.0741 0.0718 0.0733
##
## ======================================
## Probabilidad conjunta P( Discount.Applied , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## No 0.0856 0.0823 0.0836 0.0767 0.0810 0.0826 0.0782
## Yes 0.0610 0.0579 0.0662 0.0623 0.0608 0.0618 0.0600
##
## ======================================
## Probabilidad conjunta P( Promo.Code.Used , Preferred.Payment.Method )
##
## Bank Transfer Cash Credit Card Debit Card PayPal Venmo
## No 0.0905 0.0992 0.1003 0.0890 0.1018 0.0892
## Yes 0.0664 0.0726 0.0718 0.0741 0.0718 0.0733
##
## ======================================
## Probabilidad conjunta P( Promo.Code.Used , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly Weekly
## No 0.0856 0.0823 0.0836 0.0767 0.0810 0.0826 0.0782
## Yes 0.0610 0.0579 0.0662 0.0623 0.0608 0.0618 0.0600
##
## ======================================
## Probabilidad conjunta P( Preferred.Payment.Method , Frequency.of.Purchases )
##
## Annually Bi-Weekly Every 3 Months Fortnightly Monthly Quarterly
## Bank Transfer 0.0213 0.0226 0.0218 0.0213 0.0205 0.0279
## Cash 0.0210 0.0251 0.0241 0.0238 0.0251 0.0267
## Credit Card 0.0256 0.0203 0.0295 0.0241 0.0274 0.0185
## Debit Card 0.0259 0.0249 0.0236 0.0244 0.0205 0.0241
## PayPal 0.0264 0.0226 0.0256 0.0236 0.0249 0.0264
## Venmo 0.0264 0.0249 0.0251 0.0218 0.0233 0.0208
##
## Weekly
## Bank Transfer 0.0215
## Cash 0.0259
## Credit Card 0.0267
## Debit Card 0.0197
## PayPal 0.0241
## Venmo 0.0203
Conclusión
✅ 1. Género vs. Artículo Comprado (Item Purchased)
Los hombres muestran mayores probabilidades conjuntas de compra para todos los artículos comparados con las mujeres. Esto sugiere que, en términos absolutos, los hombres compran más artículos o están más representados en las compras.
✅ 2. Género vs. Categoría de Producto (Category)
Los hombres tienen mayor probabilidad conjunta en todas las categorías, especialmente en Clothing (0.3028) y Accessories (0.2174). 🔍 Esto refuerza la idea de que los hombres están comprando con mayor frecuencia o volumen.
✅ 3. Género vs. Ubicación (Location)
En todos los estados, las probabilidades conjuntas de compra para los hombres son más altas que para las mujeres. 🔍 Esto podría reflejar una mayor participación masculina en el mercado o una muestra desbalanceada.
✅ 4. Género vs. Talla (Size)
La talla M es la más común tanto para hombres (0.2987) como para mujeres (0.1513), pero en general, los hombres dominan todas las tallas. 🔍 Las tallas L y XL también tienen diferencias notables a favor del género masculino.
✅ 5. Género vs. Color
Los hombres presentan mayor probabilidad conjunta para todos los colores. Los tonos más seleccionados son Silver (0.031) y Lavender (0.0254). 🔍 Esto puede indicar que no hay una preferencia de color exclusiva por género, sino una mayor participación masculina en la compra.
✅ 6. Género vs. Temporada (Season)
Distribución similar entre géneros, pero nuevamente con mayor participación masculina. 🔍 Las compras están relativamente balanceadas entre estaciones.
✅ 7. Género vs. Calificación de Reseña (Review Rating)
Los hombres dominan en todas las calificaciones. La mayoría de las compras masculinas se concentran entre 3.0 y 4.5, siendo 3.4 y 4.0 las más comunes. 🔍 Esto sugiere que los productos adquiridos por hombres tienden a recibir calificaciones ligeramente más altas.
✅ 8. Género vs. Estado de Suscripción (Subscription Status)
Solo los hombres aparecen como suscriptores (27%), mientras que el 100% de las mujeres no están suscritas. 🔍 Esto es una diferencia crítica y puede indicar una falta de estrategia de fidelización dirigida a mujeres.
✅ 9. Género vs. Método de Pago (Payment Method)
Los hombres muestran una mayor probabilidad conjunta para todos los métodos de pago, especialmente Credit Card y Cash. 🔍 La distribución de preferencias parece similar, pero con mayor volumen masculino.
✅ 10. Género vs. Tipo de Envío (Shipping Type)
Los hombres usan más todos los tipos de envío, especialmente Next Day Air (0.1172) y Free Shipping (0.1092). 🔍 Esto puede sugerir mayor disposición de los hombres a pagar por entregas rápidas.
✅ 11. Género vs. Descuento Aplicado
100% de mujeres no tienen descuento aplicado. 43% de los hombres sí lo tienen. 🔍 Esto sugiere una brecha importante en las promociones o descuentos ofrecidos por género.
✅ 12. Género vs. Uso de Código Promocional
Misma conclusión que en la anterior: las mujeres no utilizan códigos promocionales mientras que una porción significativa de los hombres sí. 🔍 Implica una posible desinformación o falta de acceso a beneficios para mujeres.
✅ 13. Género vs. Método de Pago Preferido
Distribución similar al método de pago real. PayPal y Credit Card son los preferidos por ambos, aunque de nuevo los hombres lideran en volumen.
✅ 14. Género vs. Frecuencia de Compras (Frequency of Purchases)
Tanto hombres como mujeres muestran mayor probabilidad conjunta en frecuencia semanal, mensual y trimestral, pero nuevamente, el volumen masculino es considerablemente superior. 🔍 Podría indicar una mayor fidelidad o hábito de compra más estable en hombres.
🧩 Conclusión general
La tendencia global en todas las tablas indica que los hombres representan una mayor proporción de las compras en todos los cruces analizados, incluyendo categorías, colores, métodos de pago, regiones, y comportamientos promocionales.
Implica que el mercado está mayormente compuesto por clientes hombres, o que las estrategias de marketing actuales están alcanzando principalmente al público masculino.