From 92cfb8769ecb3f4fd7f0517880c007690905107f Mon Sep 17 00:00:00 2001 From: LinlyBoi Date: Sat, 1 Jan 2022 18:15:01 +0200 Subject: [PATCH] C) Done in the PDF Redid the visualisation bits --- Data.R | 21 ++++++++++++++------- graphs.pdf | Bin 0 -> 61063 bytes 2 files changed, 14 insertions(+), 7 deletions(-) create mode 100644 graphs.pdf diff --git a/Data.R b/Data.R index 9e66561..250df58 100644 --- a/Data.R +++ b/Data.R @@ -20,35 +20,42 @@ coul <- brewer.pal(5, "Set2") #Read spreadsheet file grocery_entries <- read.csv(file.choose()) + #Compare cash and credit totals -Sewelam cash_credit <- cbind(grocery_entries[3], grocery_entries[8]) sum_cash <-sum(cash_credit[which(cash_credit$paymentType=='Cash'),1]) sum_credit <-sum(cash_credit[which(cash_credit$paymentType=='Credit'),1]) CompCashCredit <- c(sum_cash,sum_credit) -barplot(CompCashCredit,names.arg = c('Cash','Credit'),horiz = FALSE,col = coul) +barplot(CompCashCredit,names.arg = c('Cash','Credit'),horiz = TRUE,col = coul) #City and Total Spent comparison -Jimmy city_total <- cbind(grocery_entries[3], grocery_entries[7]) sum_cities<-aggregate(total ~city ,city_total,sum) -pie(sum_cities$total - ,col = coul - ,labels = sum_cities$city - ,main = "Cities and total spent") +sum_citiesOrdered <- sum_cities[order(sum_cities$total),] +barplot(height = sum_citiesOrdered$total,names.arg = sum_citiesOrdered$city,col = coul,las=2) #Compare between ages and their total spent (Youssri) age <- cbind(grocery_entries[6] , grocery_entries[3]) sum_ages <- aggregate(total ~ age,age,sum) -plot(sum_ages) +pie(sum_ages$total,col = coul,labels = sum_ages$age,main = "Ages and total spent") #Distribution of spending - Abdo plot(grocery_entries$total, col = coul,type = "l", main = "spending") +#All in one dashboard +pdf(file = "graphs.pdf") +plot(grocery_entries$total, col = coul,type = "l", main = "spending") +pie(sum_ages$total,col = coul,labels = sum_ages$age,main = "Ages and total spent") +barplot(height = sum_citiesOrdered$total,names.arg = sum_citiesOrdered$city,col = coul,las=2) +barplot(CompCashCredit,names.arg = c('Cash','Credit'),horiz = TRUE,col = coul) + +dev.off() #kmeans --Yousri name_total_age<-cbind(grocery_entries[5],grocery_entries[3],grocery_entries[6]) @@ -59,7 +66,7 @@ final_result<-cbind(name_total_age,result$cluster) #Association Rules --Sewelam -clean_data <- grocery_entries[,-5] +clean_data <- grocery_entries[,-5] #remove names minsup <- as.numeric(readline("Enter minimum support: ")) minconf <- as.numeric(readline("Enter minimum confidence: ")) asoc_rules <- apriori(clean_data,parameter = list(supp = minsup,conf = minconf)) diff --git a/graphs.pdf b/graphs.pdf new file mode 100644 index 0000000000000000000000000000000000000000..914ff50cdfe197a61b77298c1a11e73569d7db36 GIT binary patch literal 61063 zcmZ^}by(D2@F*-IpdcV3EuknV-5|As0xI3zol7^nfC?(z&C*DB$D)*UNy9EFvGf89 zTU@@s=f3azJnwz(KcAR0GiT16IWu$SoR=E!6?p~uL`YwTZG>%xO@z&uc#;aT39tdJ 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